11_SimpleFundamentalAnalysis.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Simple Fundamental Analysis"
      ],
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "from yahoofinancials import YahooFinancials"
      ],
      "outputs": [],
      "execution_count": 1,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "ticker = 'AMD'\n",
        "yahoo_financials = YahooFinancials(ticker)"
      ],
      "outputs": [],
      "execution_count": 2,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "balance_sheet_data_qt = yahoo_financials.get_financial_stmts('quarterly', 'balance')\n",
        "balance_sheet_data_qt"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 3,
          "data": {
            "text/plain": [
              "{'balanceSheetHistoryQuarterly': {'AMD': [{'2018-09-29': {'accountsPayable': 1041000000,\n",
              "     'capitalSurplus': 8666000000,\n",
              "     'cash': 1046000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 274000000,\n",
              "     'inventory': 738000000,\n",
              "     'longTermDebt': 1167000000,\n",
              "     'longTermInvestments': 58000000,\n",
              "     'netReceivables': 1245000000,\n",
              "     'netTangibleAssets': 562000000,\n",
              "     'otherAssets': 94000000,\n",
              "     'otherCurrentAssets': 200000000,\n",
              "     'otherCurrentLiab': 58000000,\n",
              "     'otherLiab': 177000000,\n",
              "     'otherStockholderEquity': -10000000,\n",
              "     'propertyPlantEquipment': 318000000,\n",
              "     'retainedEarnings': -7474000000,\n",
              "     'shortLongTermDebt': 136000000,\n",
              "     'shortTermInvestments': 10000000,\n",
              "     'totalAssets': 4347000000,\n",
              "     'totalCurrentAssets': 3314000000,\n",
              "     'totalCurrentLiabilities': 1878000000,\n",
              "     'totalLiab': 3222000000,\n",
              "     'totalStockholderEquity': 1125000000,\n",
              "     'treasuryStock': -77000000}},\n",
              "   {'2018-06-30': {'accountsPayable': 995000000,\n",
              "     'capitalSurplus': 8564000000,\n",
              "     'cash': 948000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 292000000,\n",
              "     'inventory': 750000000,\n",
              "     'longTermDebt': 1170000000,\n",
              "     'longTermInvestments': 57000000,\n",
              "     'netReceivables': 1118000000,\n",
              "     'netTangibleAssets': 298000000,\n",
              "     'otherAssets': 71000000,\n",
              "     'otherCurrentAssets': 155000000,\n",
              "     'otherCurrentLiab': 113000000,\n",
              "     'otherLiab': 186000000,\n",
              "     'otherStockholderEquity': -10000000,\n",
              "     'propertyPlantEquipment': 295000000,\n",
              "     'retainedEarnings': -7576000000,\n",
              "     'shortLongTermDebt': 223000000,\n",
              "     'shortTermInvestments': 35000000,\n",
              "     'totalAssets': 4103000000,\n",
              "     'totalCurrentAssets': 3099000000,\n",
              "     'totalCurrentLiabilities': 1868000000,\n",
              "     'totalLiab': 3224000000,\n",
              "     'totalStockholderEquity': 879000000,\n",
              "     'treasuryStock': -119000000}},\n",
              "   {'2018-03-31': {'accountsPayable': 830000000,\n",
              "     'capitalSurplus': 8502000000,\n",
              "     'cash': 1045000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 308000000,\n",
              "     'inventory': 715000000,\n",
              "     'longTermDebt': 1165000000,\n",
              "     'longTermInvestments': 57000000,\n",
              "     'netReceivables': 745000000,\n",
              "     'netTangibleAssets': 118000000,\n",
              "     'otherAssets': 68000000,\n",
              "     'otherCurrentAssets': 168000000,\n",
              "     'otherCurrentLiab': 213000000,\n",
              "     'otherLiab': 186000000,\n",
              "     'otherStockholderEquity': 3000000,\n",
              "     'propertyPlantEquipment': 290000000,\n",
              "     'retainedEarnings': -7692000000,\n",
              "     'shortLongTermDebt': 223000000,\n",
              "     'totalAssets': 3763000000,\n",
              "     'totalCurrentAssets': 2751000000,\n",
              "     'totalCurrentLiabilities': 1697000000,\n",
              "     'totalLiab': 3048000000,\n",
              "     'totalStockholderEquity': 715000000,\n",
              "     'treasuryStock': -105000000}},\n",
              "   {'2017-12-30': {'accountsPayable': 796000000,\n",
              "     'capitalSurplus': 8464000000,\n",
              "     'cash': 1185000000,\n",
              "     'commonStock': 9000000,\n",
              "     'deferredLongTermAssetCharges': 11000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 239000000,\n",
              "     'inventory': 739000000,\n",
              "     'longTermDebt': 1325000000,\n",
              "     'longTermInvestments': 58000000,\n",
              "     'netReceivables': 403000000,\n",
              "     'netTangibleAssets': 83000000,\n",
              "     'otherAssets': 71000000,\n",
              "     'otherCurrentAssets': 188000000,\n",
              "     'otherCurrentLiab': 120000000,\n",
              "     'otherLiab': 118000000,\n",
              "     'otherStockholderEquity': 6000000,\n",
              "     'propertyPlantEquipment': 261000000,\n",
              "     'retainedEarnings': -7760000000,\n",
              "     'shortLongTermDebt': 70000000,\n",
              "     'totalAssets': 3540000000,\n",
              "     'totalCurrentAssets': 2622000000,\n",
              "     'totalCurrentLiabilities': 1486000000,\n",
              "     'totalLiab': 2929000000,\n",
              "     'totalStockholderEquity': 611000000,\n",
              "     'treasuryStock': -102000000}}]}}"
            ]
          },
          "metadata": {}
        }
      ],
      "execution_count": 3,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "income_statement_data_qt = yahoo_financials.get_financial_stmts('quarterly', 'income')\n",
        "income_statement_data_qt"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 4,
          "data": {
            "text/plain": [
              "{'incomeStatementHistoryQuarterly': {'AMD': [{'2018-09-29': {'costOfRevenue': 992000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 150000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 661000000,\n",
              "     'incomeBeforeTax': 114000000,\n",
              "     'incomeTaxExpense': 12000000,\n",
              "     'interestExpense': -30000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 102000000,\n",
              "     'netIncomeApplicableToCommonShares': 102000000,\n",
              "     'netIncomeFromContinuingOps': 102000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 150000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 363000000,\n",
              "     'sellingGeneralAdministrative': 148000000,\n",
              "     'totalOperatingExpenses': 1503000000,\n",
              "     'totalOtherIncomeExpenseNet': -36000000,\n",
              "     'totalRevenue': 1653000000}},\n",
              "   {'2018-06-30': {'costOfRevenue': 1104000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 153000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 652000000,\n",
              "     'incomeBeforeTax': 122000000,\n",
              "     'incomeTaxExpense': 6000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 116000000,\n",
              "     'netIncomeApplicableToCommonShares': 116000000,\n",
              "     'netIncomeFromContinuingOps': 116000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 153000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 357000000,\n",
              "     'sellingGeneralAdministrative': 142000000,\n",
              "     'totalOperatingExpenses': 1603000000,\n",
              "     'totalOtherIncomeExpenseNet': -31000000,\n",
              "     'totalRevenue': 1756000000}},\n",
              "   {'2018-03-31': {'costOfRevenue': 1050000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 120000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 597000000,\n",
              "     'incomeBeforeTax': 89000000,\n",
              "     'incomeTaxExpense': 8000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 81000000,\n",
              "     'netIncomeApplicableToCommonShares': 81000000,\n",
              "     'netIncomeFromContinuingOps': 81000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 120000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 343000000,\n",
              "     'sellingGeneralAdministrative': 134000000,\n",
              "     'totalOperatingExpenses': 1527000000,\n",
              "     'totalOtherIncomeExpenseNet': -31000000,\n",
              "     'totalRevenue': 1647000000}},\n",
              "   {'2017-12-30': {'costOfRevenue': 965000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 82000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 515000000,\n",
              "     'incomeBeforeTax': 53000000,\n",
              "     'incomeTaxExpense': -8000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 61000000,\n",
              "     'netIncomeApplicableToCommonShares': 61000000,\n",
              "     'netIncomeFromContinuingOps': 61000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 82000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 300000000,\n",
              "     'sellingGeneralAdministrative': 133000000,\n",
              "     'totalOperatingExpenses': 1398000000,\n",
              "     'totalOtherIncomeExpenseNet': -29000000,\n",
              "     'totalRevenue': 1480000000}}]}}"
            ]
          },
          "metadata": {}
        }
      ],
      "execution_count": 4,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "all_statement_data_qt =  yahoo_financials.get_financial_stmts('quarterly', ['income', 'cash', 'balance'])\n",
        "all_statement_data_qt"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 5,
          "data": {
            "text/plain": [
              "{'balanceSheetHistoryQuarterly': {'AMD': [{'2018-09-29': {'accountsPayable': 1041000000,\n",
              "     'capitalSurplus': 8666000000,\n",
              "     'cash': 1046000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 274000000,\n",
              "     'inventory': 738000000,\n",
              "     'longTermDebt': 1167000000,\n",
              "     'longTermInvestments': 58000000,\n",
              "     'netReceivables': 1245000000,\n",
              "     'netTangibleAssets': 562000000,\n",
              "     'otherAssets': 94000000,\n",
              "     'otherCurrentAssets': 200000000,\n",
              "     'otherCurrentLiab': 58000000,\n",
              "     'otherLiab': 177000000,\n",
              "     'otherStockholderEquity': -10000000,\n",
              "     'propertyPlantEquipment': 318000000,\n",
              "     'retainedEarnings': -7474000000,\n",
              "     'shortLongTermDebt': 136000000,\n",
              "     'shortTermInvestments': 10000000,\n",
              "     'totalAssets': 4347000000,\n",
              "     'totalCurrentAssets': 3314000000,\n",
              "     'totalCurrentLiabilities': 1878000000,\n",
              "     'totalLiab': 3222000000,\n",
              "     'totalStockholderEquity': 1125000000,\n",
              "     'treasuryStock': -77000000}},\n",
              "   {'2018-06-30': {'accountsPayable': 995000000,\n",
              "     'capitalSurplus': 8564000000,\n",
              "     'cash': 948000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 292000000,\n",
              "     'inventory': 750000000,\n",
              "     'longTermDebt': 1170000000,\n",
              "     'longTermInvestments': 57000000,\n",
              "     'netReceivables': 1118000000,\n",
              "     'netTangibleAssets': 298000000,\n",
              "     'otherAssets': 71000000,\n",
              "     'otherCurrentAssets': 155000000,\n",
              "     'otherCurrentLiab': 113000000,\n",
              "     'otherLiab': 186000000,\n",
              "     'otherStockholderEquity': -10000000,\n",
              "     'propertyPlantEquipment': 295000000,\n",
              "     'retainedEarnings': -7576000000,\n",
              "     'shortLongTermDebt': 223000000,\n",
              "     'shortTermInvestments': 35000000,\n",
              "     'totalAssets': 4103000000,\n",
              "     'totalCurrentAssets': 3099000000,\n",
              "     'totalCurrentLiabilities': 1868000000,\n",
              "     'totalLiab': 3224000000,\n",
              "     'totalStockholderEquity': 879000000,\n",
              "     'treasuryStock': -119000000}},\n",
              "   {'2018-03-31': {'accountsPayable': 830000000,\n",
              "     'capitalSurplus': 8502000000,\n",
              "     'cash': 1045000000,\n",
              "     'commonStock': 10000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 308000000,\n",
              "     'inventory': 715000000,\n",
              "     'longTermDebt': 1165000000,\n",
              "     'longTermInvestments': 57000000,\n",
              "     'netReceivables': 745000000,\n",
              "     'netTangibleAssets': 118000000,\n",
              "     'otherAssets': 68000000,\n",
              "     'otherCurrentAssets': 168000000,\n",
              "     'otherCurrentLiab': 213000000,\n",
              "     'otherLiab': 186000000,\n",
              "     'otherStockholderEquity': 3000000,\n",
              "     'propertyPlantEquipment': 290000000,\n",
              "     'retainedEarnings': -7692000000,\n",
              "     'shortLongTermDebt': 223000000,\n",
              "     'totalAssets': 3763000000,\n",
              "     'totalCurrentAssets': 2751000000,\n",
              "     'totalCurrentLiabilities': 1697000000,\n",
              "     'totalLiab': 3048000000,\n",
              "     'totalStockholderEquity': 715000000,\n",
              "     'treasuryStock': -105000000}},\n",
              "   {'2017-12-30': {'accountsPayable': 796000000,\n",
              "     'capitalSurplus': 8464000000,\n",
              "     'cash': 1185000000,\n",
              "     'commonStock': 9000000,\n",
              "     'deferredLongTermAssetCharges': 11000000,\n",
              "     'goodWill': 289000000,\n",
              "     'intangibleAssets': 239000000,\n",
              "     'inventory': 739000000,\n",
              "     'longTermDebt': 1325000000,\n",
              "     'longTermInvestments': 58000000,\n",
              "     'netReceivables': 403000000,\n",
              "     'netTangibleAssets': 83000000,\n",
              "     'otherAssets': 71000000,\n",
              "     'otherCurrentAssets': 188000000,\n",
              "     'otherCurrentLiab': 120000000,\n",
              "     'otherLiab': 118000000,\n",
              "     'otherStockholderEquity': 6000000,\n",
              "     'propertyPlantEquipment': 261000000,\n",
              "     'retainedEarnings': -7760000000,\n",
              "     'shortLongTermDebt': 70000000,\n",
              "     'totalAssets': 3540000000,\n",
              "     'totalCurrentAssets': 2622000000,\n",
              "     'totalCurrentLiabilities': 1486000000,\n",
              "     'totalLiab': 2929000000,\n",
              "     'totalStockholderEquity': 611000000,\n",
              "     'treasuryStock': -102000000}}]},\n",
              " 'cashflowStatementHistoryQuarterly': {'AMD': [{'2018-09-29': {'capitalExpenditures': -33000000,\n",
              "     'changeInCash': 95000000,\n",
              "     'changeToAccountReceivables': -89000000,\n",
              "     'changeToInventory': 12000000,\n",
              "     'changeToLiabilities': 12000000,\n",
              "     'changeToNetincome': 45000000,\n",
              "     'changeToOperatingActivities': -37000000,\n",
              "     'depreciation': 41000000,\n",
              "     'investments': 25000000,\n",
              "     'issuanceOfStock': 9000000,\n",
              "     'netIncome': 102000000,\n",
              "     'otherCashflowsFromFinancingActivities': -1000000,\n",
              "     'totalCashFromFinancingActivities': 8000000,\n",
              "     'totalCashFromOperatingActivities': 95000000,\n",
              "     'totalCashflowsFromInvestingActivities': -8000000}},\n",
              "   {'2018-06-30': {'capitalExpenditures': -43000000,\n",
              "     'changeInCash': -95000000,\n",
              "     'changeToAccountReceivables': -380000000,\n",
              "     'changeToInventory': -35000000,\n",
              "     'changeToLiabilities': 70000000,\n",
              "     'changeToNetincome': 31000000,\n",
              "     'changeToOperatingActivities': 101000000,\n",
              "     'depreciation': 42000000,\n",
              "     'investments': -35000000,\n",
              "     'issuanceOfStock': 29000000,\n",
              "     'netBorrowings': -1000000,\n",
              "     'netIncome': 116000000,\n",
              "     'otherCashflowsFromFinancingActivities': -1000000,\n",
              "     'totalCashFromFinancingActivities': 28000000,\n",
              "     'totalCashFromOperatingActivities': -45000000,\n",
              "     'totalCashflowsFromInvestingActivities': -78000000}},\n",
              "   {'2018-03-31': {'capitalExpenditures': -46000000,\n",
              "     'changeInCash': -140000000,\n",
              "     'changeToAccountReceivables': -284000000,\n",
              "     'changeToInventory': -21000000,\n",
              "     'changeToLiabilities': 39000000,\n",
              "     'changeToNetincome': 34000000,\n",
              "     'changeToOperatingActivities': 11000000,\n",
              "     'depreciation': 44000000,\n",
              "     'investments': -35000000,\n",
              "     'issuanceOfStock': 6000000,\n",
              "     'netBorrowings': -14000000,\n",
              "     'netIncome': 81000000,\n",
              "     'otherCashflowsFromFinancingActivities': -1000000,\n",
              "     'totalCashFromFinancingActivities': -8000000,\n",
              "     'totalCashFromOperatingActivities': -86000000,\n",
              "     'totalCashflowsFromInvestingActivities': -46000000}},\n",
              "   {'2017-12-30': {'capitalExpenditures': -44000000,\n",
              "     'changeInCash': 306000000,\n",
              "     'changeToAccountReceivables': 371000000,\n",
              "     'changeToInventory': 55000000,\n",
              "     'changeToLiabilities': -75000000,\n",
              "     'changeToNetincome': -7000000,\n",
              "     'changeToOperatingActivities': -97000000,\n",
              "     'depreciation': 39000000,\n",
              "     'investments': 1000000,\n",
              "     'issuanceOfStock': 5000000,\n",
              "     'netBorrowings': -40000000,\n",
              "     'netIncome': 61000000,\n",
              "     'otherCashflowsFromFinancingActivities': 1000000,\n",
              "     'totalCashFromFinancingActivities': -34000000,\n",
              "     'totalCashFromOperatingActivities': 383000000,\n",
              "     'totalCashflowsFromInvestingActivities': -43000000}}]},\n",
              " 'incomeStatementHistoryQuarterly': {'AMD': [{'2018-09-29': {'costOfRevenue': 992000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 150000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 661000000,\n",
              "     'incomeBeforeTax': 114000000,\n",
              "     'incomeTaxExpense': 12000000,\n",
              "     'interestExpense': -30000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 102000000,\n",
              "     'netIncomeApplicableToCommonShares': 102000000,\n",
              "     'netIncomeFromContinuingOps': 102000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 150000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 363000000,\n",
              "     'sellingGeneralAdministrative': 148000000,\n",
              "     'totalOperatingExpenses': 1503000000,\n",
              "     'totalOtherIncomeExpenseNet': -36000000,\n",
              "     'totalRevenue': 1653000000}},\n",
              "   {'2018-06-30': {'costOfRevenue': 1104000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 153000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 652000000,\n",
              "     'incomeBeforeTax': 122000000,\n",
              "     'incomeTaxExpense': 6000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 116000000,\n",
              "     'netIncomeApplicableToCommonShares': 116000000,\n",
              "     'netIncomeFromContinuingOps': 116000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 153000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 357000000,\n",
              "     'sellingGeneralAdministrative': 142000000,\n",
              "     'totalOperatingExpenses': 1603000000,\n",
              "     'totalOtherIncomeExpenseNet': -31000000,\n",
              "     'totalRevenue': 1756000000}},\n",
              "   {'2018-03-31': {'costOfRevenue': 1050000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 120000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 597000000,\n",
              "     'incomeBeforeTax': 89000000,\n",
              "     'incomeTaxExpense': 8000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 81000000,\n",
              "     'netIncomeApplicableToCommonShares': 81000000,\n",
              "     'netIncomeFromContinuingOps': 81000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 120000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 343000000,\n",
              "     'sellingGeneralAdministrative': 134000000,\n",
              "     'totalOperatingExpenses': 1527000000,\n",
              "     'totalOtherIncomeExpenseNet': -31000000,\n",
              "     'totalRevenue': 1647000000}},\n",
              "   {'2017-12-30': {'costOfRevenue': 965000000,\n",
              "     'discontinuedOperations': None,\n",
              "     'ebit': 82000000,\n",
              "     'effectOfAccountingCharges': None,\n",
              "     'extraordinaryItems': None,\n",
              "     'grossProfit': 515000000,\n",
              "     'incomeBeforeTax': 53000000,\n",
              "     'incomeTaxExpense': -8000000,\n",
              "     'interestExpense': -31000000,\n",
              "     'minorityInterest': None,\n",
              "     'netIncome': 61000000,\n",
              "     'netIncomeApplicableToCommonShares': 61000000,\n",
              "     'netIncomeFromContinuingOps': 61000000,\n",
              "     'nonRecurring': None,\n",
              "     'operatingIncome': 82000000,\n",
              "     'otherItems': None,\n",
              "     'otherOperatingExpenses': None,\n",
              "     'researchDevelopment': 300000000,\n",
              "     'sellingGeneralAdministrative': 133000000,\n",
              "     'totalOperatingExpenses': 1398000000,\n",
              "     'totalOtherIncomeExpenseNet': -29000000,\n",
              "     'totalRevenue': 1480000000}}]}}"
            ]
          },
          "metadata": {}
        }
      ],
      "execution_count": 5,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "stock_earnings_data = yahoo_financials.get_stock_earnings_data()\n",
        "stock_earnings_data"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 6,
          "data": {
            "text/plain": [
              "{'AMD': {'earningsData': {'currentQuarterEstimate': 0.08,\n",
              "   'currentQuarterEstimateDate': '4Q',\n",
              "   'currentQuarterEstimateYear': 2018,\n",
              "   'earningsDate': [{'fmt': '2019-01-29', 'raw': 1548720000}],\n",
              "   'quarterly': [{'actual': 0.08, 'date': '4Q2017', 'estimate': 0.05},\n",
              "    {'actual': 0.11, 'date': '1Q2018', 'estimate': 0.09},\n",
              "    {'actual': 0.14, 'date': '2Q2018', 'estimate': 0.13},\n",
              "    {'actual': 0.13, 'date': '3Q2018', 'estimate': 0.12}]},\n",
              "  'financialCurrency': 'USD',\n",
              "  'financialsData': {'quarterly': [{'date': '4Q2017',\n",
              "     'earnings': 61000000,\n",
              "     'revenue': 1480000000},\n",
              "    {'date': '1Q2018', 'earnings': 81000000, 'revenue': 1647000000},\n",
              "    {'date': '2Q2018', 'earnings': 116000000, 'revenue': 1756000000},\n",
              "    {'date': '3Q2018', 'earnings': 102000000, 'revenue': 1653000000}],\n",
              "   'yearly': [{'date': 2014, 'earnings': -403000000, 'revenue': 5506000000},\n",
              "    {'date': 2015, 'earnings': -660000000, 'revenue': 3991000000},\n",
              "    {'date': 2016, 'earnings': -497000000, 'revenue': 4272000000},\n",
              "    {'date': 2017, 'earnings': 43000000, 'revenue': 5329000000}]}}}"
            ]
          },
          "metadata": {}
        }
      ],
      "execution_count": 6,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "stock_net_income = yahoo_financials.get_net_income()\n",
        "stock_net_income"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 7,
          "data": {
            "text/plain": [
              "43000000"
            ]
          },
          "metadata": {}
        }
      ],
      "execution_count": 7,
      "metadata": {
        "collapsed": false,
        "outputHidden": false,
        "inputHidden": false
      }
    },
    {
      "cell_type": "code",
      "source": [
        "historical_stock_prices = yahoo_financials.get_historical_price_data('2015-01-15', '2017-10-15', 'weekly')\n",
        "historical_stock_prices"
      ],
      "outputs": [
        {
          "output_type": "execute_result",
          "execution_count": 8,
          "data": {
            "text/plain": [
              "{'AMD': {'currency': 'USD',\n",
              "  'eventsData': {},\n",
              "  'firstTradeDate': {'date': 322131600, 'formatted_date': '1980-03-17'},\n",
              "  'instrumentType': 'EQUITY',\n",
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