battle_of_neighborhood_project.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setting up a café in an urban district of Ho Chi Minh City\n",
    "\n",
    "***Anh-Thi DINH***\n",
    "\n",
    "A final report for the course \"[Applied Data Science Capstone](https://www.coursera.org/learn/applied-data-science-capstone/)\" given by IBM on Coursera"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Problem's description\n",
    "\n",
    "(*Please read more in the final report!*)\n",
    "\n",
    "By using Data Science and some geometric factors about the relation between districts in HCMC, we can give good answers of following questions to the investors so that they can have a better vision about not only the café but also about other venues in Ho Chi Minh City (HCMC).\n",
    "\n",
    "- How many venues in each district?\n",
    "- How many categories in each district?\n",
    "- How many venues in each category?\n",
    "- What are the most popular categories in each district?\n",
    "- How many clusters we can use to categorize the districts based on the popularity of cafés?\n",
    "- In which districts, the average housing price is low and the number of cafés is low also?\n",
    "- Where there are many people but less cafés?\n",
    "- Visualize all information on the map so that we can have a better look on what we want to find the answers!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data presentation\n",
    "\n",
    "1. [List of Ho Chi Minh City administrative units](https://en.wikipedia.org/wiki/Ho_Chi_Minh_City) from Wikipedia.\n",
    "2. [List of housing prices in Ho Chi Minh City](https://mogi.vn/gia-nha-dat) from Mogi.\n",
    "3. The .json file contains all coordinates where I used it to create choropleth map of Housing Sales Price Index of Ho Chi Minh City. I create this file by myself using https://nominatim.openstreetmap.org"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Methodology\n",
    "\n",
    "1.  First, we need to collect the data by scraping the table of HCMC\n",
    "    units on the wikipedia page and the average housing price (AHP) on a\n",
    "    website. The *BeautifulSoup* package is very useful in this case.\n",
    "\n",
    "2.  The column *Density* is calculated later based on columns\n",
    "    *Population* and *Area* of each district.\n",
    "\n",
    "3.  Throughout the project, we use *numpy* and *pandas* packages to\n",
    "    manipulate dataframes.\n",
    "\n",
    "4.  We use *geopy.geocoders.Nominatim* to get the coordinates of\n",
    "    districts and add them to the main data frame.\n",
    "\n",
    "5.  We use *folium* package to visualize the HCMC map with its\n",
    "    districts. The central coordinate of each district will be\n",
    "    represented as a small circle on top of the city map.\n",
    "\n",
    "6.  We use *Foursquare API* to explore the venues in each district and\n",
    "    segment the districts based on them.\n",
    "\n",
    "7.  For clustering the “Café\" venues between districts, we use *K-Means\n",
    "    Clustering* method and the package *scikit-learn* will help us\n",
    "    implement the algorithm on our data. In order to indicate how many K\n",
    "    for the method, we try with 10 different values of K from 1 to 10\n",
    "    and use the “elbow\" method to choose the most appropriate one.\n",
    "\n",
    "8.  In order to visualize the charts, we use pakage *matplotlib*.\n",
    "\n",
    "9.  We use again the package *folium* to visualize the clusters on the\n",
    "    main map and the choropleth map of AHP."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import all necessary packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "# convert an address into latitude and longitude values\n",
    "from geopy.geocoders import Nominatim\n",
    "# tranform JSON file into a pandas dataframe\n",
    "from pandas.io.json import json_normalize  \n",
    "\n",
    "# Scrape the web to get the data\n",
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "\n",
    "import folium # map rendering library\n",
    "\n",
    "# import k-means from clustering stage\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "# find the distances\n",
    "from scipy.spatial.distance import cdist\n",
    "\n",
    "# Matplotlib and associated plotting modules\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# translate Vietnamese character (with accents) \n",
    "#     to the closest possible representation in ascii text\n",
    "from unidecode import unidecode"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Collecting data\n",
    "\n",
    "We don't have an all-in-one talbe, we have to collect all necessary information from various data tables.\n",
    "\n",
    "First, we scrape the list of all 19 urban districts from a list of administrative units on [a wiki page](https://en.wikipedia.org/wiki/Ho_Chi_Minh_City) of Ho Chi Minh City."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "source_wiki_hcm = requests.get(\"https://en.wikipedia.org/wiki/Ho_Chi_Minh_City\").text\n",
    "soup = BeautifulSoup(source_wiki_hcm, 'lxml')\n",
    "table_wiki_hcm = ( soup.find(\"span\", {\"id\": \"Demographics\"})\n",
    "                    .parent.previous_sibling.previous_sibling )\n",
    "\n",
    "table_rows = table_wiki_hcm.tbody.find_all(\"tr\")\n",
    "res_hcm = []\n",
    "for tr in table_rows:\n",
    "    td = tr.find_all(\"td\")\n",
    "    row = [tr.text for tr in td]\n",
    "    res_hcm.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Subdistrict</th>\n",
       "      <th>Area (km2)</th>\n",
       "      <th>Population 2015</th>\n",
       "      <th>Density (pop/m2)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>7.73</td>\n",
       "      <td>193632</td>\n",
       "      <td>25049.418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>49.74</td>\n",
       "      <td>147168</td>\n",
       "      <td>2958.745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>4.92</td>\n",
       "      <td>196333</td>\n",
       "      <td>39905.081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.18</td>\n",
       "      <td>186727</td>\n",
       "      <td>44671.531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.27</td>\n",
       "      <td>178615</td>\n",
       "      <td>41830.211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>7.19</td>\n",
       "      <td>258945</td>\n",
       "      <td>36014.604</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>35.69</td>\n",
       "      <td>310178</td>\n",
       "      <td>8690.894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.18</td>\n",
       "      <td>431969</td>\n",
       "      <td>22521.846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>13 wards</td>\n",
       "      <td>114</td>\n",
       "      <td>290620</td>\n",
       "      <td>2549.298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>5.72</td>\n",
       "      <td>238558</td>\n",
       "      <td>41705.944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>5.14</td>\n",
       "      <td>230596</td>\n",
       "      <td>44863.035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>52.78</td>\n",
       "      <td>510326</td>\n",
       "      <td>9668.928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.74</td>\n",
       "      <td>634146</td>\n",
       "      <td>32124.924</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>22.38</td>\n",
       "      <td>459029</td>\n",
       "      <td>20510.679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>16.06</td>\n",
       "      <td>464493</td>\n",
       "      <td>28922.354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>20 wards</td>\n",
       "      <td>20.76</td>\n",
       "      <td>487985</td>\n",
       "      <td>23506.021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.88</td>\n",
       "      <td>182477</td>\n",
       "      <td>37392.828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>12 wards</td>\n",
       "      <td>49.76</td>\n",
       "      <td>528413</td>\n",
       "      <td>10619.232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>51.89</td>\n",
       "      <td>686474</td>\n",
       "      <td>13229.408</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District Subdistrict Area (km2) Population 2015  Density (pop/m2)\n",
       "0            1    10 wards       7.73          193632         25049.418\n",
       "1            2    11 wards      49.74          147168          2958.745\n",
       "2            3    14 wards       4.92          196333         39905.081\n",
       "3            4    15 wards       4.18          186727         44671.531\n",
       "4            5    15 wards       4.27          178615         41830.211\n",
       "5            6    14 wards       7.19          258945         36014.604\n",
       "6            7    10 wards      35.69          310178          8690.894\n",
       "7            8    16 wards      19.18          431969         22521.846\n",
       "8            9    13 wards        114          290620          2549.298\n",
       "9           10    15 wards       5.72          238558         41705.944\n",
       "10          11    16 wards       5.14          230596         44863.035\n",
       "11          12    11 wards      52.78          510326          9668.928\n",
       "12      Go Vap    16 wards      19.74          634146         32124.924\n",
       "13    Tan Binh    15 wards      22.38          459029         20510.679\n",
       "14     Tan Phu    11 wards      16.06          464493         28922.354\n",
       "15  Binh Thanh    20 wards      20.76          487985         23506.021\n",
       "16   Phu Nhuan    15 wards       4.88          182477         37392.828\n",
       "17     Thu Duc    12 wards      49.76          528413         10619.232\n",
       "18    Binh Tan    10 wards      51.89          686474         13229.408"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_hcm = pd.DataFrame(res_hcm, columns=[\"District\", \"Subdistrict\", \n",
    "                        \"Area (km2)\", \"\", \"\", \"\", \"\", \"Population 2015\", \"\"])\n",
    "df_hcm.drop(\"\", axis=1, inplace=True)\n",
    "df_hcm = df_hcm.iloc[3:22].reset_index().drop(\"index\", axis=1)\n",
    "df_hcm[\"Population 2015\"] = (\n",
    "                            df_hcm[\"Population 2015\"].str.replace(\"\\n\", \"\")\n",
    "                                .str.replace(\",\", \"\")\n",
    "                                .str.replace(\".\", \"\")\n",
    "                                .str.strip()\n",
    "                            )\n",
    "# Add the \"Density\" column = Population / Area\n",
    "df_hcm[\"Density (pop/m2)\"] = round(df_hcm[\"Population 2015\"].astype(float) \n",
    "                                       / df_hcm[\"Area (km2)\"].astype(float)\n",
    "                                   , 3)\n",
    "# remove the word \"District\"\n",
    "df_hcm[\"District\"] = ( df_hcm[\"District\"]\n",
    "                              .str.replace(\"District\", \"\")\n",
    "                              .str.strip()\n",
    "                         )\n",
    "# remove Vietnamese accents\n",
    "df_hcm[\"District\"] = df_hcm[\"District\"].apply(unidecode)\n",
    "df_hcm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Housing price\n",
    "\n",
    "Next, we collect the housing price at different districts of HCMC."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "source_housing_price = requests.get(\"https://mogi.vn/gia-nha-dat\").text\n",
    "soup = BeautifulSoup(source_housing_price, 'lxml')\n",
    "table_housing_price = soup.find(\"div\", class_=\"mt-table\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "table_rows = table_housing_price.find_all(\"div\", class_=\"mt-row\")\n",
    "res_housing_price = []\n",
    "for tr in table_rows:\n",
    "    district = tr.find(\"div\", class_=\"mt-street\").a.text\n",
    "    medium_price = tr.find(\"div\", class_=\"mt-vol\").span.text\n",
    "    row = [district, medium_price]\n",
    "    res_housing_price.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Average Housing Price (1M VND)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>58.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>70.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>241</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>95.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>74.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>41.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>203</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>39.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>57.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>97.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>49.9</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District Average Housing Price (1M VND)\n",
       "0            1                            384\n",
       "1            2                           58.8\n",
       "2            3                            236\n",
       "3            4                           70.3\n",
       "4            5                            241\n",
       "5            6                           95.5\n",
       "6            7                           74.9\n",
       "7            8                             56\n",
       "8            9                           41.2\n",
       "9           10                            203\n",
       "10          11                            154\n",
       "11          12                           39.7\n",
       "12    Binh Tan                           57.2\n",
       "13  Binh Thanh                            136\n",
       "14      Go Vap                             95\n",
       "15   Phu Nhuan                            168\n",
       "16    Tan Binh                            136\n",
       "17     Tan Phu                           97.3\n",
       "18     Thu Duc                           49.9"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_housing_price = pd.DataFrame(res_housing_price, \n",
    "                                columns=[\"District\", \"Average Housing Price (1M VND)\"])\n",
    "df_housing_price = df_housing_price.iloc[:19].reset_index().drop(\"index\", axis=1)\n",
    "\n",
    "# Remove the word \"Quận\"\n",
    "df_housing_price[\"District\"] = ( df_housing_price[\"District\"]\n",
    "                                        .str.replace(\"\\n\", \"\").str.replace(\"Quận\", \"\")\n",
    "                                        .str.strip() \n",
    "                                   )\n",
    "\n",
    "# Remove Vietnamese accents\n",
    "df_housing_price[\"District\"] = df_housing_price[\"District\"].apply(unidecode)\n",
    "\n",
    "# Remove the word \"triệu\" (It's 10^6 in Vietnamese)\n",
    "df_housing_price[\"Average Housing Price (1M VND)\"] = ( df_housing_price[\"Average Housing Price (1M VND)\"]\n",
    "                                                .str.replace(\"triệu\", \"\")\n",
    "                                                 .str.replace(\",\", \".\")\n",
    "                                                 .str.strip()\n",
    "                                            )\n",
    "df_housing_price"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Merge two dataframes **df_hcm** and **df_housing_price** into one table called **df**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Subdistrict</th>\n",
       "      <th>Area (km2)</th>\n",
       "      <th>Population 2015</th>\n",
       "      <th>Density (pop/m2)</th>\n",
       "      <th>Average Housing Price (1M VND)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>7.73</td>\n",
       "      <td>193632</td>\n",
       "      <td>25049.418</td>\n",
       "      <td>384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>49.74</td>\n",
       "      <td>147168</td>\n",
       "      <td>2958.745</td>\n",
       "      <td>58.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>4.92</td>\n",
       "      <td>196333</td>\n",
       "      <td>39905.081</td>\n",
       "      <td>236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.18</td>\n",
       "      <td>186727</td>\n",
       "      <td>44671.531</td>\n",
       "      <td>70.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.27</td>\n",
       "      <td>178615</td>\n",
       "      <td>41830.211</td>\n",
       "      <td>241</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>7.19</td>\n",
       "      <td>258945</td>\n",
       "      <td>36014.604</td>\n",
       "      <td>95.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>35.69</td>\n",
       "      <td>310178</td>\n",
       "      <td>8690.894</td>\n",
       "      <td>74.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.18</td>\n",
       "      <td>431969</td>\n",
       "      <td>22521.846</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>13 wards</td>\n",
       "      <td>114</td>\n",
       "      <td>290620</td>\n",
       "      <td>2549.298</td>\n",
       "      <td>41.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>5.72</td>\n",
       "      <td>238558</td>\n",
       "      <td>41705.944</td>\n",
       "      <td>203</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>5.14</td>\n",
       "      <td>230596</td>\n",
       "      <td>44863.035</td>\n",
       "      <td>154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>52.78</td>\n",
       "      <td>510326</td>\n",
       "      <td>9668.928</td>\n",
       "      <td>39.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.74</td>\n",
       "      <td>634146</td>\n",
       "      <td>32124.924</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>22.38</td>\n",
       "      <td>459029</td>\n",
       "      <td>20510.679</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>16.06</td>\n",
       "      <td>464493</td>\n",
       "      <td>28922.354</td>\n",
       "      <td>97.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>20 wards</td>\n",
       "      <td>20.76</td>\n",
       "      <td>487985</td>\n",
       "      <td>23506.021</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.88</td>\n",
       "      <td>182477</td>\n",
       "      <td>37392.828</td>\n",
       "      <td>168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>12 wards</td>\n",
       "      <td>49.76</td>\n",
       "      <td>528413</td>\n",
       "      <td>10619.232</td>\n",
       "      <td>49.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>51.89</td>\n",
       "      <td>686474</td>\n",
       "      <td>13229.408</td>\n",
       "      <td>57.2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District Subdistrict Area (km2) Population 2015  Density (pop/m2)  \\\n",
       "0            1    10 wards       7.73          193632         25049.418   \n",
       "1            2    11 wards      49.74          147168          2958.745   \n",
       "2            3    14 wards       4.92          196333         39905.081   \n",
       "3            4    15 wards       4.18          186727         44671.531   \n",
       "4            5    15 wards       4.27          178615         41830.211   \n",
       "5            6    14 wards       7.19          258945         36014.604   \n",
       "6            7    10 wards      35.69          310178          8690.894   \n",
       "7            8    16 wards      19.18          431969         22521.846   \n",
       "8            9    13 wards        114          290620          2549.298   \n",
       "9           10    15 wards       5.72          238558         41705.944   \n",
       "10          11    16 wards       5.14          230596         44863.035   \n",
       "11          12    11 wards      52.78          510326          9668.928   \n",
       "12      Go Vap    16 wards      19.74          634146         32124.924   \n",
       "13    Tan Binh    15 wards      22.38          459029         20510.679   \n",
       "14     Tan Phu    11 wards      16.06          464493         28922.354   \n",
       "15  Binh Thanh    20 wards      20.76          487985         23506.021   \n",
       "16   Phu Nhuan    15 wards       4.88          182477         37392.828   \n",
       "17     Thu Duc    12 wards      49.76          528413         10619.232   \n",
       "18    Binh Tan    10 wards      51.89          686474         13229.408   \n",
       "\n",
       "   Average Housing Price (1M VND)  \n",
       "0                             384  \n",
       "1                            58.8  \n",
       "2                             236  \n",
       "3                            70.3  \n",
       "4                             241  \n",
       "5                            95.5  \n",
       "6                            74.9  \n",
       "7                              56  \n",
       "8                            41.2  \n",
       "9                             203  \n",
       "10                            154  \n",
       "11                           39.7  \n",
       "12                             95  \n",
       "13                            136  \n",
       "14                           97.3  \n",
       "15                            136  \n",
       "16                            168  \n",
       "17                           49.9  \n",
       "18                           57.2  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.merge(df_hcm, df_housing_price, how='left', left_on = 'District', right_on = 'District')\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Get the coordinates of the districts\n",
    "\n",
    "Next, we find all coordinates of all urban districts in HCMC their name. In order to do that, we create a function which does the same job for all."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def find_coor(name):\n",
    "    address = name + \" Ho Chi Minh City Vietnam\"\n",
    "    geolocator = Nominatim(user_agent=\"hcmc\")\n",
    "    location = geolocator.geocode(address)\n",
    "    latitude = location.latitude\n",
    "    longitude = location.longitude\n",
    "    return [latitude, longitude]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Remark**: We cannot find the coordinate of \"District Go Vap\" but \"Go Vap\". However, we need the word \"District\" to find the coordinate of districts whose name contains a number like \"District 1\"."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Subdistrict</th>\n",
       "      <th>Area (km2)</th>\n",
       "      <th>Population 2015</th>\n",
       "      <th>Density (pop/m2)</th>\n",
       "      <th>Average Housing Price (1M VND)</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>7.73</td>\n",
       "      <td>193632</td>\n",
       "      <td>25049.418</td>\n",
       "      <td>384</td>\n",
       "      <td>10.774540</td>\n",
       "      <td>106.699184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>49.74</td>\n",
       "      <td>147168</td>\n",
       "      <td>2958.745</td>\n",
       "      <td>58.8</td>\n",
       "      <td>10.791116</td>\n",
       "      <td>106.736729</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>4.92</td>\n",
       "      <td>196333</td>\n",
       "      <td>39905.081</td>\n",
       "      <td>236</td>\n",
       "      <td>10.783529</td>\n",
       "      <td>106.687098</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.18</td>\n",
       "      <td>186727</td>\n",
       "      <td>44671.531</td>\n",
       "      <td>70.3</td>\n",
       "      <td>10.759243</td>\n",
       "      <td>106.704890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.27</td>\n",
       "      <td>178615</td>\n",
       "      <td>41830.211</td>\n",
       "      <td>241</td>\n",
       "      <td>10.756129</td>\n",
       "      <td>106.670376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>14 wards</td>\n",
       "      <td>7.19</td>\n",
       "      <td>258945</td>\n",
       "      <td>36014.604</td>\n",
       "      <td>95.5</td>\n",
       "      <td>10.746928</td>\n",
       "      <td>106.634495</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>35.69</td>\n",
       "      <td>310178</td>\n",
       "      <td>8690.894</td>\n",
       "      <td>74.9</td>\n",
       "      <td>10.736573</td>\n",
       "      <td>106.722432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.18</td>\n",
       "      <td>431969</td>\n",
       "      <td>22521.846</td>\n",
       "      <td>56</td>\n",
       "      <td>10.740400</td>\n",
       "      <td>106.665843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>13 wards</td>\n",
       "      <td>114</td>\n",
       "      <td>290620</td>\n",
       "      <td>2549.298</td>\n",
       "      <td>41.2</td>\n",
       "      <td>10.824543</td>\n",
       "      <td>106.818015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>5.72</td>\n",
       "      <td>238558</td>\n",
       "      <td>41705.944</td>\n",
       "      <td>203</td>\n",
       "      <td>10.773198</td>\n",
       "      <td>106.667833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>5.14</td>\n",
       "      <td>230596</td>\n",
       "      <td>44863.035</td>\n",
       "      <td>154</td>\n",
       "      <td>10.764208</td>\n",
       "      <td>106.643282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>52.78</td>\n",
       "      <td>510326</td>\n",
       "      <td>9668.928</td>\n",
       "      <td>39.7</td>\n",
       "      <td>10.867233</td>\n",
       "      <td>106.653930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>16 wards</td>\n",
       "      <td>19.74</td>\n",
       "      <td>634146</td>\n",
       "      <td>32124.924</td>\n",
       "      <td>95</td>\n",
       "      <td>10.840150</td>\n",
       "      <td>106.671083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>22.38</td>\n",
       "      <td>459029</td>\n",
       "      <td>20510.679</td>\n",
       "      <td>136</td>\n",
       "      <td>10.797979</td>\n",
       "      <td>106.653805</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>11 wards</td>\n",
       "      <td>16.06</td>\n",
       "      <td>464493</td>\n",
       "      <td>28922.354</td>\n",
       "      <td>97.3</td>\n",
       "      <td>10.791640</td>\n",
       "      <td>106.627302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>20 wards</td>\n",
       "      <td>20.76</td>\n",
       "      <td>487985</td>\n",
       "      <td>23506.021</td>\n",
       "      <td>136</td>\n",
       "      <td>10.804659</td>\n",
       "      <td>106.707848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>15 wards</td>\n",
       "      <td>4.88</td>\n",
       "      <td>182477</td>\n",
       "      <td>37392.828</td>\n",
       "      <td>168</td>\n",
       "      <td>10.800118</td>\n",
       "      <td>106.677042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>12 wards</td>\n",
       "      <td>49.76</td>\n",
       "      <td>528413</td>\n",
       "      <td>10619.232</td>\n",
       "      <td>49.9</td>\n",
       "      <td>10.852588</td>\n",
       "      <td>106.755838</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>10 wards</td>\n",
       "      <td>51.89</td>\n",
       "      <td>686474</td>\n",
       "      <td>13229.408</td>\n",
       "      <td>57.2</td>\n",
       "      <td>10.749809</td>\n",
       "      <td>106.605664</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District Subdistrict Area (km2) Population 2015  Density (pop/m2)  \\\n",
       "0            1    10 wards       7.73          193632         25049.418   \n",
       "1            2    11 wards      49.74          147168          2958.745   \n",
       "2            3    14 wards       4.92          196333         39905.081   \n",
       "3            4    15 wards       4.18          186727         44671.531   \n",
       "4            5    15 wards       4.27          178615         41830.211   \n",
       "5            6    14 wards       7.19          258945         36014.604   \n",
       "6            7    10 wards      35.69          310178          8690.894   \n",
       "7            8    16 wards      19.18          431969         22521.846   \n",
       "8            9    13 wards        114          290620          2549.298   \n",
       "9           10    15 wards       5.72          238558         41705.944   \n",
       "10          11    16 wards       5.14          230596         44863.035   \n",
       "11          12    11 wards      52.78          510326          9668.928   \n",
       "12      Go Vap    16 wards      19.74          634146         32124.924   \n",
       "13    Tan Binh    15 wards      22.38          459029         20510.679   \n",
       "14     Tan Phu    11 wards      16.06          464493         28922.354   \n",
       "15  Binh Thanh    20 wards      20.76          487985         23506.021   \n",
       "16   Phu Nhuan    15 wards       4.88          182477         37392.828   \n",
       "17     Thu Duc    12 wards      49.76          528413         10619.232   \n",
       "18    Binh Tan    10 wards      51.89          686474         13229.408   \n",
       "\n",
       "   Average Housing Price (1M VND)   Latitude   Longitude  \n",
       "0                             384  10.774540  106.699184  \n",
       "1                            58.8  10.791116  106.736729  \n",
       "2                             236  10.783529  106.687098  \n",
       "3                            70.3  10.759243  106.704890  \n",
       "4                             241  10.756129  106.670376  \n",
       "5                            95.5  10.746928  106.634495  \n",
       "6                            74.9  10.736573  106.722432  \n",
       "7                              56  10.740400  106.665843  \n",
       "8                            41.2  10.824543  106.818015  \n",
       "9                             203  10.773198  106.667833  \n",
       "10                            154  10.764208  106.643282  \n",
       "11                           39.7  10.867233  106.653930  \n",
       "12                             95  10.840150  106.671083  \n",
       "13                            136  10.797979  106.653805  \n",
       "14                           97.3  10.791640  106.627302  \n",
       "15                            136  10.804659  106.707848  \n",
       "16                            168  10.800118  106.677042  \n",
       "17                           49.9  10.852588  106.755838  \n",
       "18                           57.2  10.749809  106.605664  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# For District 1 to 12 (numbers)\n",
    "coords = [find_coor(\"District \" + dist) for dist in df[\"District\"].iloc[:12].tolist()]\n",
    "\n",
    "# For the other districts (letters)\n",
    "coords = coords + [find_coor(dist + \" District\") for dist in df[\"District\"].iloc[12:].tolist()]\n",
    "\n",
    "df_coords = pd.DataFrame(coords, columns=[\"Latitude\", \"Longitude\"])\n",
    "\n",
    "df[\"Latitude\"] = df_coords[\"Latitude\"]\n",
    "df[\"Longitude\"] = df_coords[\"Longitude\"]\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot the maps\n",
    "\n",
    "#### HCMC map\n",
    "\n",
    "First, we get the coordinate of Ho Chi Minh City and plot its map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Ho Chi Minh City are 10.7758439, 106.7017555.\n"
     ]
    }
   ],
   "source": [
    "[hcm_lat, hcm_long] = find_coor(\"\")\n",
    "print('The geograpical coordinate of Ho Chi Minh City are {}, {}.'.format(hcm_lat, hcm_long))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the HCMC's map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x229f446a048>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map_hcm = folium.Map(location=[hcm_lat, hcm_long], zoom_start=11)\n",
    "for lat, lng, dis in zip(df['Latitude'], df['Longitude'], df['District']):\n",
    "    label = '{}'.format(dis)\n",
    "    label = folium.Popup(label, parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color='blue',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc',\n",
    "        fill_opacity=0.7,\n",
    "        parse_html=False).add_to(map_hcm)  \n",
    "\n",
    "map_hcm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define Foursquare Credentials and Version\n",
    "\n",
    "On the public repository on Github, I remove this field for the privacy!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "CLIENT_ID = 'POLHESRKW3XHK2RRL43QDI0MTY1IMDPIQYRHVYKTHVQBOAWZ'\n",
    "CLIENT_SECRET = 'MQEW54YAQYCNSE2C3RMF04TGMUZASA21XCCTE4LVEC3DBJT5'\n",
    "VERSION = '20180605'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Explore the venues of urbant districts \n",
    "\n",
    "First, let's create a function to repeat the same process to all the districts of HCMC."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=1500, LIMIT=150):\n",
    "    venues_list=[]\n",
    "    \n",
    "    for name, lat, lng in zip(names, latitudes, longitudes):\n",
    "        # print(name)\n",
    "            \n",
    "        # create the API request URL\n",
    "        url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(\n",
    "            CLIENT_ID, \n",
    "            CLIENT_SECRET, \n",
    "            VERSION, \n",
    "            lat, \n",
    "            lng, \n",
    "            radius, \n",
    "            LIMIT)\n",
    "            \n",
    "        # make the GET request\n",
    "        results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "        \n",
    "        # return only relevant information for each nearby venue\n",
    "        venues_list.append([(\n",
    "            name, \n",
    "            lat, \n",
    "            lng, \n",
    "            v['venue']['name'], \n",
    "            v['venue']['location']['lat'], \n",
    "            v['venue']['location']['lng'],  \n",
    "            v['venue']['categories'][0]['name']) for v in results])\n",
    "\n",
    "    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])\n",
    "    nearby_venues.columns = ['District', \n",
    "                  'District Latitude', \n",
    "                  'District Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    \n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we apply above function to our dataframe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "hcm_venues = getNearbyVenues(names=df['District'],\n",
    "                             latitudes=df['Latitude'],\n",
    "                             longitudes=df['Longitude']\n",
    "                            )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>District Latitude</th>\n",
       "      <th>District Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>10.77454</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>Pizza 4P's</td>\n",
       "      <td>10.773301</td>\n",
       "      <td>106.697599</td>\n",
       "      <td>Pizza Place</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>10.77454</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>Pasteur Street Brewing Company</td>\n",
       "      <td>10.775220</td>\n",
       "      <td>106.700894</td>\n",
       "      <td>Brewery</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>10.77454</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>The Alley Cocktail Bar &amp; Kitchen</td>\n",
       "      <td>10.774760</td>\n",
       "      <td>106.700605</td>\n",
       "      <td>Speakeasy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>10.77454</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>Liberty Central Saigon Citypoint Hotel</td>\n",
       "      <td>10.774758</td>\n",
       "      <td>106.700795</td>\n",
       "      <td>Hotel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>10.77454</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>Takashimaya</td>\n",
       "      <td>10.773194</td>\n",
       "      <td>106.701075</td>\n",
       "      <td>Department Store</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  District  District Latitude  District Longitude  \\\n",
       "0        1           10.77454          106.699184   \n",
       "1        1           10.77454          106.699184   \n",
       "2        1           10.77454          106.699184   \n",
       "3        1           10.77454          106.699184   \n",
       "4        1           10.77454          106.699184   \n",
       "\n",
       "                                    Venue  Venue Latitude  Venue Longitude  \\\n",
       "0                              Pizza 4P's       10.773301       106.697599   \n",
       "1          Pasteur Street Brewing Company       10.775220       106.700894   \n",
       "2        The Alley Cocktail Bar & Kitchen       10.774760       106.700605   \n",
       "3  Liberty Central Saigon Citypoint Hotel       10.774758       106.700795   \n",
       "4                             Takashimaya       10.773194       106.701075   \n",
       "\n",
       "     Venue Category  \n",
       "0       Pizza Place  \n",
       "1           Brewery  \n",
       "2         Speakeasy  \n",
       "3             Hotel  \n",
       "4  Department Store  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hcm_venues.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's check how many venues were returned for each district."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>District Latitude</th>\n",
       "      <th>District Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>54</td>\n",
       "      <td>54</td>\n",
       "      <td>54</td>\n",
       "      <td>54</td>\n",
       "      <td>54</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>75</td>\n",
       "      <td>75</td>\n",
       "      <td>75</td>\n",
       "      <td>75</td>\n",
       "      <td>75</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>7</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District  District Latitude  District Longitude  Venue  Venue Latitude  \\\n",
       "0            1                100                 100    100             100   \n",
       "1           10                100                 100    100             100   \n",
       "2           11                 39                  39     39              39   \n",
       "3           12                  9                   9      9               9   \n",
       "4            2                 54                  54     54              54   \n",
       "5            3                100                 100    100             100   \n",
       "6            4                 75                  75     75              75   \n",
       "7            5                100                 100    100             100   \n",
       "8            6                 12                  12     12              12   \n",
       "9            7                 62                  62     62              62   \n",
       "10           8                 20                  20     20              20   \n",
       "11           9                  2                   2      2               2   \n",
       "12    Binh Tan                 10                  10     10              10   \n",
       "13  Binh Thanh                 72                  72     72              72   \n",
       "14      Go Vap                 24                  24     24              24   \n",
       "15   Phu Nhuan                100                 100    100             100   \n",
       "16    Tan Binh                 65                  65     65              65   \n",
       "17     Tan Phu                 21                  21     21              21   \n",
       "18     Thu Duc                 11                  11     11              11   \n",
       "\n",
       "    Venue Longitude  Venue Category  \n",
       "0               100             100  \n",
       "1               100             100  \n",
       "2                39              39  \n",
       "3                 9               9  \n",
       "4                54              54  \n",
       "5               100             100  \n",
       "6                75              75  \n",
       "7               100             100  \n",
       "8                12              12  \n",
       "9                62              62  \n",
       "10               20              20  \n",
       "11                2               2  \n",
       "12               10              10  \n",
       "13               72              72  \n",
       "14               24              24  \n",
       "15              100             100  \n",
       "16               65              65  \n",
       "17               21              21  \n",
       "18               11              11  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hcm_venues_group = hcm_venues.groupby('District').count().reset_index()\n",
    "hcm_venues_group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In above table, there are 138 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('In above table, there are {} uniques categories.'.format(len(hcm_venues['Venue Category'].unique())))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Results\n",
    "\n",
    "### The list of unique categories\n",
    "\n",
    "The list of first 50 categories."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Pizza Place', 'Brewery', 'Speakeasy', 'Hotel', 'Department Store',\n",
       "       'Spanish Restaurant', 'Vietnamese Restaurant', 'Café',\n",
       "       'Supermarket', 'Jazz Club', 'Multiplex', 'Steakhouse',\n",
       "       'Massage Studio', 'Nightclub', 'Coffee Shop', 'Dessert Shop',\n",
       "       'Bar', 'Italian Restaurant', 'Bakery', 'Whisky Bar', 'Spa',\n",
       "       'Korean Restaurant', 'Clothing Store', 'French Restaurant',\n",
       "       'Burger Joint', 'German Restaurant', 'Bookstore',\n",
       "       'Thai Restaurant', 'Noodle House', 'Museum', 'Pool',\n",
       "       'Jewelry Store', 'Soup Place', 'Vegetarian / Vegan Restaurant',\n",
       "       'Tapas Restaurant', 'Cupcake Shop', 'Opera House',\n",
       "       'Hotpot Restaurant', 'North Indian Restaurant',\n",
       "       'Indian Restaurant', 'Cocktail Bar', 'Middle Eastern Restaurant',\n",
       "       'Japanese Restaurant', 'Sandwich Place', 'Hotel Bar',\n",
       "       'Bubble Tea Shop', 'Park', 'Food Truck', 'Hostel',\n",
       "       'Argentinian Restaurant'], dtype=object)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hcm_venues['Venue Category'].unique()[:50]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Number of venues in each district\n",
    "\n",
    "We plot a chart in order to compare visually the different of number of venues between districts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0,0.5,'Number of venues')"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = hcm_venues_group.sort_values(by=\"Venue\", ascending=False).plot(x=\"District\", y=\"Venue\", kind=\"bar\")\n",
    "ax.set_ylabel(\"Number of venues\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### The number of venues in each category."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>District Latitude</th>\n",
       "      <th>District Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Venue Category</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <td>133</td>\n",
       "      <td>133</td>\n",
       "      <td>133</td>\n",
       "      <td>133</td>\n",
       "      <td>133</td>\n",
       "      <td>133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Café</th>\n",
       "      <td>127</td>\n",
       "      <td>127</td>\n",
       "      <td>127</td>\n",
       "      <td>127</td>\n",
       "      <td>127</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Coffee Shop</th>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hotel</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pizza Place</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dessert Shop</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Multiplex</th>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Noodle House</th>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBQ Joint</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Shopping Mall</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               District  District Latitude  \\\n",
       "Venue Category                                               \n",
       "Vietnamese Restaurant               133                133   \n",
       "Café                                127                127   \n",
       "Coffee Shop                          72                 72   \n",
       "Seafood Restaurant                   33                 33   \n",
       "Asian Restaurant                     29                 29   \n",
       "Hotel                                27                 27   \n",
       "Chinese Restaurant                   25                 25   \n",
       "Vegetarian / Vegan Restaurant        21                 21   \n",
       "Japanese Restaurant                  20                 20   \n",
       "Pizza Place                          18                 18   \n",
       "Dessert Shop                         18                 18   \n",
       "Multiplex                            17                 17   \n",
       "Noodle House                         16                 16   \n",
       "BBQ Joint                            15                 15   \n",
       "Shopping Mall                        12                 12   \n",
       "\n",
       "                               District Longitude  Venue  Venue Latitude  \\\n",
       "Venue Category                                                             \n",
       "Vietnamese Restaurant                         133    133             133   \n",
       "Café                                          127    127             127   \n",
       "Coffee Shop                                    72     72              72   \n",
       "Seafood Restaurant                             33     33              33   \n",
       "Asian Restaurant                               29     29              29   \n",
       "Hotel                                          27     27              27   \n",
       "Chinese Restaurant                             25     25              25   \n",
       "Vegetarian / Vegan Restaurant                  21     21              21   \n",
       "Japanese Restaurant                            20     20              20   \n",
       "Pizza Place                                    18     18              18   \n",
       "Dessert Shop                                   18     18              18   \n",
       "Multiplex                                      17     17              17   \n",
       "Noodle House                                   16     16              16   \n",
       "BBQ Joint                                      15     15              15   \n",
       "Shopping Mall                                  12     12              12   \n",
       "\n",
       "                               Venue Longitude  \n",
       "Venue Category                                  \n",
       "Vietnamese Restaurant                      133  \n",
       "Café                                       127  \n",
       "Coffee Shop                                 72  \n",
       "Seafood Restaurant                          33  \n",
       "Asian Restaurant                            29  \n",
       "Hotel                                       27  \n",
       "Chinese Restaurant                          25  \n",
       "Vegetarian / Vegan Restaurant               21  \n",
       "Japanese Restaurant                         20  \n",
       "Pizza Place                                 18  \n",
       "Dessert Shop                                18  \n",
       "Multiplex                                   17  \n",
       "Noodle House                                16  \n",
       "BBQ Joint                                   15  \n",
       "Shopping Mall                               12  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "most_venues = hcm_venues.groupby('Venue Category').count().sort_values(by=\"Venue\", ascending=False)\n",
    "most_venues.head(15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### The number of categories in each district"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0,0.5,'Number of categories')"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hcm_venues_group_cat = (\n",
    "    hcm_venues.groupby(['District','Venue Category'])\n",
    "        .count().reset_index()[['District', 'Venue Category']]\n",
    "            .groupby('District').count().reset_index()\n",
    ")\n",
    "# hcm_venues_group_cat\n",
    "ax = hcm_venues_group_cat.sort_values(by=\"Venue Category\", ascending=False).plot(x=\"District\", y=\"Venue Category\", kind=\"bar\")\n",
    "ax.set_ylabel(\"Number of categories\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Top 10 venue categories for each district"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Argentinian Restaurant</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Australian Restaurant</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bar</th>\n",
       "      <th>...</th>\n",
       "      <th>Travel Agency</th>\n",
       "      <th>Udon Restaurant</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Warehouse Store</th>\n",
       "      <th>Water Park</th>\n",
       "      <th>Whisky Bar</th>\n",
       "      <th>Wings Joint</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.140000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.128205</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.037037</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.018519</td>\n",
       "      <td>0.018519</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.018519</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018519</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 139 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  District  American Restaurant  Argentinian Restaurant  Art Gallery  \\\n",
       "0        1             0.000000                    0.01          0.0   \n",
       "1       10             0.000000                    0.00          0.0   \n",
       "2       11             0.025641                    0.00          0.0   \n",
       "3       12             0.000000                    0.00          0.0   \n",
       "4        2             0.000000                    0.00          0.0   \n",
       "\n",
       "   Arts & Crafts Store  Asian Restaurant  Australian Restaurant  BBQ Joint  \\\n",
       "0                 0.00          0.000000                    0.0   0.000000   \n",
       "1                 0.01          0.020000                    0.0   0.010000   \n",
       "2                 0.00          0.025641                    0.0   0.000000   \n",
       "3                 0.00          0.111111                    0.0   0.000000   \n",
       "4                 0.00          0.037037                    0.0   0.055556   \n",
       "\n",
       "     Bakery       Bar     ...       Travel Agency  Udon Restaurant  \\\n",
       "0  0.010000  0.030000     ...                 0.0         0.000000   \n",
       "1  0.000000  0.000000     ...                 0.0         0.000000   \n",
       "2  0.000000  0.000000     ...                 0.0         0.000000   \n",
       "3  0.000000  0.000000     ...                 0.0         0.000000   \n",
       "4  0.018519  0.018519     ...                 0.0         0.018519   \n",
       "\n",
       "   Vegetarian / Vegan Restaurant  Video Game Store  Vietnamese Restaurant  \\\n",
       "0                       0.020000              0.01               0.140000   \n",
       "1                       0.020000              0.00               0.200000   \n",
       "2                       0.025641              0.00               0.128205   \n",
       "3                       0.000000              0.00               0.222222   \n",
       "4                       0.000000              0.00               0.148148   \n",
       "\n",
       "   Warehouse Store  Water Park  Whisky Bar  Wings Joint  Yoga Studio  \n",
       "0              0.0    0.000000        0.01     0.000000          0.0  \n",
       "1              0.0    0.000000        0.00     0.000000          0.0  \n",
       "2              0.0    0.025641        0.00     0.000000          0.0  \n",
       "3              0.0    0.000000        0.00     0.000000          0.0  \n",
       "4              0.0    0.000000        0.00     0.018519          0.0  \n",
       "\n",
       "[5 rows x 139 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# one hot encoding\n",
    "hcm_onehot = pd.get_dummies(hcm_venues[['Venue Category']], prefix=\"\", prefix_sep=\"\")\n",
    "\n",
    "# add district column back to dataframe\n",
    "hcm_onehot['District'] = hcm_venues['District'] \n",
    "\n",
    "# move district column to the first column\n",
    "fixed_columns = [hcm_onehot.columns[-1]] + list(hcm_onehot.columns[:-1])\n",
    "hcm_onehot = hcm_onehot[fixed_columns]\n",
    "\n",
    "# group the rows by district and by taking the mean of the frequency of occurrence of each category\n",
    "hcm_grouped = hcm_onehot.groupby('District').mean().reset_index()\n",
    "hcm_grouped.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>1st Most Common Venue</th>\n",
       "      <th>2nd Most Common Venue</th>\n",
       "      <th>3rd Most Common Venue</th>\n",
       "      <th>4th Most Common Venue</th>\n",
       "      <th>5th Most Common Venue</th>\n",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>French Restaurant</td>\n",
       "      <td>Massage Studio</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Market</td>\n",
       "      <td>Bookstore</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11</td>\n",
       "      <td>Café</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Cantonese Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>French Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>Café</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Flower Shop</td>\n",
       "      <td>French Restaurant</td>\n",
       "      <td>Food Truck</td>\n",
       "      <td>Food Court</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>BBQ Joint</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Bistro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Snack Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Food</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Dim Sum Restaurant</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Noodle House</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6</td>\n",
       "      <td>Café</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Movie Theater</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Food Court</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>7</td>\n",
       "      <td>Café</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Dim Sum Restaurant</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Plaza</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Food Truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>9</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Racetrack</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>French Restaurant</td>\n",
       "      <td>Food Truck</td>\n",
       "      <td>Food Court</td>\n",
       "      <td>Food</td>\n",
       "      <td>Flower Shop</td>\n",
       "      <td>Farmers Market</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Café</td>\n",
       "      <td>Food Court</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Soup Place</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>Café</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Market</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Warehouse Store</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Noodle House</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>Café</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Shopping Plaza</td>\n",
       "      <td>Cafeteria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>Café</td>\n",
       "      <td>Jewelry Store</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>Tennis Court</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District  1st Most Common Venue  2nd Most Common Venue  \\\n",
       "0            1  Vietnamese Restaurant                  Hotel   \n",
       "1           10  Vietnamese Restaurant                   Café   \n",
       "2           11                   Café  Vietnamese Restaurant   \n",
       "3           12                   Café  Vietnamese Restaurant   \n",
       "4            2  Vietnamese Restaurant                   Café   \n",
       "5            3  Vietnamese Restaurant            Coffee Shop   \n",
       "6            4  Vietnamese Restaurant     Seafood Restaurant   \n",
       "7            5  Vietnamese Restaurant     Chinese Restaurant   \n",
       "8            6                   Café       Department Store   \n",
       "9            7                   Café  Vietnamese Restaurant   \n",
       "10           8  Vietnamese Restaurant     Dim Sum Restaurant   \n",
       "11           9     Seafood Restaurant              Racetrack   \n",
       "12    Binh Tan            Coffee Shop          Shopping Mall   \n",
       "13  Binh Thanh                   Café            Coffee Shop   \n",
       "14      Go Vap                   Café              Multiplex   \n",
       "15   Phu Nhuan                   Café            Coffee Shop   \n",
       "16    Tan Binh  Vietnamese Restaurant                   Café   \n",
       "17     Tan Phu                   Café    Japanese Restaurant   \n",
       "18     Thu Duc                   Café          Jewelry Store   \n",
       "\n",
       "    3rd Most Common Venue          4th Most Common Venue  \\\n",
       "0                    Café                    Coffee Shop   \n",
       "1             Coffee Shop                   Dessert Shop   \n",
       "2      Chinese Restaurant                    Coffee Shop   \n",
       "3        Department Store                          Diner   \n",
       "4               BBQ Joint                     Restaurant   \n",
       "5        Asian Restaurant  Vegetarian / Vegan Restaurant   \n",
       "6             Coffee Shop                    Snack Place   \n",
       "7             Coffee Shop                           Café   \n",
       "8           Movie Theater           Fast Food Restaurant   \n",
       "9     Japanese Restaurant           Gym / Fitness Center   \n",
       "10           Dessert Shop                    Coffee Shop   \n",
       "11            Yoga Studio                    Flea Market   \n",
       "12              Multiplex                           Café   \n",
       "13  Vietnamese Restaurant             Seafood Restaurant   \n",
       "14                 Market                    Coffee Shop   \n",
       "15  Vietnamese Restaurant                          Hotel   \n",
       "16            Coffee Shop                   Noodle House   \n",
       "17                  Diner                    Supermarket   \n",
       "18          Shopping Mall                      Multiplex   \n",
       "\n",
       "            5th Most Common Venue 6th Most Common Venue 7th Most Common Venue  \\\n",
       "0               French Restaurant        Massage Studio                   Bar   \n",
       "1              Seafood Restaurant                   Spa        Ice Cream Shop   \n",
       "2              Seafood Restaurant   Dumpling Restaurant  Cantonese Restaurant   \n",
       "3              Seafood Restaurant      Asian Restaurant           Flower Shop   \n",
       "4                   Shopping Mall             Multiplex      Asian Restaurant   \n",
       "5                            Café                 Hotel   Japanese Restaurant   \n",
       "6                            Café                  Food                 Hotel   \n",
       "7              Dim Sum Restaurant          Dessert Shop          Noodle House   \n",
       "8                     Pizza Place           Coffee Shop            Food Court   \n",
       "9                Sushi Restaurant           Flea Market    Seafood Restaurant   \n",
       "10             Chinese Restaurant         Grocery Store                 Plaza   \n",
       "11              French Restaurant            Food Truck            Food Court   \n",
       "12                     Food Court           Pizza Place       Bubble Tea Shop   \n",
       "13                     Soup Place                Bakery             Multiplex   \n",
       "14                  Shopping Mall      Department Store       Warehouse Store   \n",
       "15  Vegetarian / Vegan Restaurant   Japanese Restaurant                 Diner   \n",
       "16                    Pizza Place    Seafood Restaurant           Flea Market   \n",
       "17                     Restaurant           Coffee Shop           Flea Market   \n",
       "18                   Tennis Court           Pizza Place                 Diner   \n",
       "\n",
       "    8th Most Common Venue 9th Most Common Venue         10th Most Common Venue  \n",
       "0          Clothing Store       Thai Restaurant      Middle Eastern Restaurant  \n",
       "1             Music Venue                Market                      Bookstore  \n",
       "2     American Restaurant  Gym / Fitness Center              French Restaurant  \n",
       "3       French Restaurant            Food Truck                     Food Court  \n",
       "4             Coffee Shop       Thai Restaurant                         Bistro  \n",
       "5          Breakfast Spot           Yoga Studio                     Restaurant  \n",
       "6             Flea Market          Burger Joint                            Bar  \n",
       "7        Asian Restaurant    Seafood Restaurant  Vegetarian / Vegan Restaurant  \n",
       "8                Boutique          Dessert Shop               Asian Restaurant  \n",
       "9              Steakhouse            Restaurant                            Spa  \n",
       "10   Fast Food Restaurant                  Café                     Food Truck  \n",
       "11                   Food           Flower Shop                 Farmers Market  \n",
       "12   Fast Food Restaurant           Flea Market            Fried Chicken Joint  \n",
       "13   Fast Food Restaurant           Pizza Place                          Diner  \n",
       "14  Vietnamese Restaurant        Farmers Market               Asian Restaurant  \n",
       "15     Seafood Restaurant    Chinese Restaurant                            Spa  \n",
       "16              Multiplex      Asian Restaurant                          Hotel  \n",
       "17          Shopping Mall        Shopping Plaza                      Cafeteria  \n",
       "18         Farmers Market     Electronics Store           Fast Food Restaurant  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def return_most_common_venues(row, num_top_venues):\n",
    "    row_categories = row.iloc[1:]\n",
    "    row_categories_sorted = row_categories.sort_values(ascending=False)\n",
    "    return row_categories_sorted.index.values[0:num_top_venues]\n",
    "\n",
    "num_top_venues = 10\n",
    "\n",
    "indicators = ['st', 'nd', 'rd']\n",
    "\n",
    "# create columns according to number of top venues\n",
    "columns = ['District']\n",
    "for ind in np.arange(num_top_venues):\n",
    "    try:\n",
    "        columns.append('{}{} Most Common Venue'.format(ind+1, indicators[ind]))\n",
    "    except:\n",
    "        columns.append('{}th Most Common Venue'.format(ind+1))\n",
    "\n",
    "# create a new dataframe\n",
    "hcm_10 = pd.DataFrame(columns=columns)\n",
    "hcm_10['District'] = hcm_grouped['District']\n",
    "\n",
    "for ind in np.arange(hcm_grouped.shape[0]):\n",
    "    hcm_10.iloc[ind, 1:] = return_most_common_venues(hcm_grouped.iloc[ind, :], num_top_venues)\n",
    "\n",
    "hcm_10"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Consider the data relating to category \"café\" only"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Café</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0.080000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>0.160000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11</td>\n",
       "      <td>0.179487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>0.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>0.070000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>0.040000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>7</td>\n",
       "      <td>0.129032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>9</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>0.291667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>0.210000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>0.153846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>0.190476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>0.454545</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District      Café\n",
       "0            1  0.080000\n",
       "1           10  0.160000\n",
       "2           11  0.179487\n",
       "3           12  0.333333\n",
       "4            2  0.111111\n",
       "5            3  0.070000\n",
       "6            4  0.040000\n",
       "7            5  0.060000\n",
       "8            6  0.166667\n",
       "9            7  0.129032\n",
       "10           8  0.050000\n",
       "11           9  0.000000\n",
       "12    Binh Tan  0.100000\n",
       "13  Binh Thanh  0.166667\n",
       "14      Go Vap  0.291667\n",
       "15   Phu Nhuan  0.210000\n",
       "16    Tan Binh  0.153846\n",
       "17     Tan Phu  0.190476\n",
       "18     Thu Duc  0.454545"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hcm_grouped_cafe = hcm_grouped[[\"District\", \"Café\"]]\n",
    "hcm_grouped_cafe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We want to cluster districts by the category \"Café\" only. We will use the *K-Means clustering* to do this but first we need to determine how many k we need to use. The *\"elbow\" method* helps to find a good k."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# try with 10 different values of k to find the best one\n",
    "Ks = 10\n",
    "distortions = []\n",
    "\n",
    "hcm_cafe_clustering = hcm_grouped_cafe.drop('District', 1)\n",
    "\n",
    "for k in range(1, Ks):\n",
    "\n",
    "    # run k-means clustering\n",
    "    kmeans = KMeans(n_clusters=k, random_state=0).fit(hcm_cafe_clustering)\n",
    "\n",
    "    # find the distortion w.r.t each k\n",
    "    distortions.append(\n",
    "        sum(np.min(cdist(hcm_cafe_clustering, kmeans.cluster_centers_, 'euclidean'), axis=1))\n",
    "        / hcm_cafe_clustering.shape[0]\n",
    "    )\n",
    "\n",
    "plt.plot(range(1, Ks), distortions, 'bx-')\n",
    "plt.xlabel('k')\n",
    "plt.ylabel('Distortion')\n",
    "plt.title('The Elbow Method showing the optimal k')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that, the \"elbow\" appears at k=3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "nclusters = 3\n",
    "kmeans = KMeans(n_clusters=nclusters, random_state=0).fit(hcm_cafe_clustering)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create a new dataframe look like **hcm_grouped_cafe** but contains the cluster labels for each district."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Population 2015</th>\n",
       "      <th>Density (pop/m2)</th>\n",
       "      <th>Average Housing Price (1M VND)</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
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       "      <th>6</th>\n",
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       "      <td>0.040000</td>\n",
       "      <td>0</td>\n",
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       "      <th>7</th>\n",
       "      <td>5</td>\n",
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       "      <td>106.670376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0</td>\n",
       "      <td>686474</td>\n",
       "      <td>13229.408</td>\n",
       "      <td>57.2</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>9</td>\n",
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       "      <td>41.2</td>\n",
       "      <td>10.824543</td>\n",
       "      <td>106.818015</td>\n",
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       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0</td>\n",
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       "      <td>56.0</td>\n",
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       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
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       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
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       "      <td>1</td>\n",
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       "      <th>2</th>\n",
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       "      <td>10</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>1</td>\n",
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       "      <td>203.0</td>\n",
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       "      <td>106.667833</td>\n",
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       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>1</td>\n",
       "      <td>464493</td>\n",
       "      <td>28922.354</td>\n",
       "      <td>97.3</td>\n",
       "      <td>10.791640</td>\n",
       "      <td>106.627302</td>\n",
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       "      <th>3</th>\n",
       "      <td>12</td>\n",
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       "      <td>2</td>\n",
       "      <td>510326</td>\n",
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       "      <td>39.7</td>\n",
       "      <td>10.867233</td>\n",
       "      <td>106.653930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>0.291667</td>\n",
       "      <td>2</td>\n",
       "      <td>634146</td>\n",
       "      <td>32124.924</td>\n",
       "      <td>95.0</td>\n",
       "      <td>10.840150</td>\n",
       "      <td>106.671083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>2</td>\n",
       "      <td>528413</td>\n",
       "      <td>10619.232</td>\n",
       "      <td>49.9</td>\n",
       "      <td>10.852588</td>\n",
       "      <td>106.755838</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District      Café  Cluster Labels Population 2015  Density (pop/m2)  \\\n",
       "0            1  0.080000               0          193632         25049.418   \n",
       "4            2  0.111111               0          147168          2958.745   \n",
       "5            3  0.070000               0          196333         39905.081   \n",
       "6            4  0.040000               0          186727         44671.531   \n",
       "7            5  0.060000               0          178615         41830.211   \n",
       "12    Binh Tan  0.100000               0          686474         13229.408   \n",
       "11           9  0.000000               0          290620          2549.298   \n",
       "10           8  0.050000               0          431969         22521.846   \n",
       "16    Tan Binh  0.153846               1          459029         20510.679   \n",
       "15   Phu Nhuan  0.210000               1          182477         37392.828   \n",
       "13  Binh Thanh  0.166667               1          487985         23506.021   \n",
       "9            7  0.129032               1          310178          8690.894   \n",
       "8            6  0.166667               1          258945         36014.604   \n",
       "2           11  0.179487               1          230596         44863.035   \n",
       "1           10  0.160000               1          238558         41705.944   \n",
       "17     Tan Phu  0.190476               1          464493         28922.354   \n",
       "3           12  0.333333               2          510326          9668.928   \n",
       "14      Go Vap  0.291667               2          634146         32124.924   \n",
       "18     Thu Duc  0.454545               2          528413         10619.232   \n",
       "\n",
       "    Average Housing Price (1M VND)   Latitude   Longitude  \n",
       "0                            384.0  10.774540  106.699184  \n",
       "4                             58.8  10.791116  106.736729  \n",
       "5                            236.0  10.783529  106.687098  \n",
       "6                             70.3  10.759243  106.704890  \n",
       "7                            241.0  10.756129  106.670376  \n",
       "12                            57.2  10.749809  106.605664  \n",
       "11                            41.2  10.824543  106.818015  \n",
       "10                            56.0  10.740400  106.665843  \n",
       "16                           136.0  10.797979  106.653805  \n",
       "15                           168.0  10.800118  106.677042  \n",
       "13                           136.0  10.804659  106.707848  \n",
       "9                             74.9  10.736573  106.722432  \n",
       "8                             95.5  10.746928  106.634495  \n",
       "2                            154.0  10.764208  106.643282  \n",
       "1                            203.0  10.773198  106.667833  \n",
       "17                            97.3  10.791640  106.627302  \n",
       "3                             39.7  10.867233  106.653930  \n",
       "14                            95.0  10.840150  106.671083  \n",
       "18                            49.9  10.852588  106.755838  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_cafe = hcm_grouped_cafe.copy()\n",
    "df_cafe[\"Cluster Labels\"] = kmeans.labels_\n",
    "\n",
    "# add two columns Latitude and Logitude into cafe_merged\n",
    "df_cafe = df_cafe.join(df.set_index(\"District\"), on=\"District\")\n",
    "\n",
    "# sort the table by cluster labels\n",
    "df_cafe.sort_values([\"Cluster Labels\"], inplace=True)\n",
    "\n",
    "# Drop some unnecessary columns\n",
    "df_cafe = df_cafe.drop([\"Subdistrict\", \"Area (km2)\"], axis=1)\n",
    "\n",
    "# change to numeric date type\n",
    "df_cafe['Average Housing Price (1M VND)'] = df_cafe['Average Housing Price (1M VND)'].astype(float)\n",
    "\n",
    "df_cafe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualize the clusters on map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
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                var html_6150ac3bafca439fbf513d9bb6d4b983 = $(`<div id="html_6150ac3bafca439fbf513d9bb6d4b983" style="width: 100.0%; height: 100.0%;">7 - Cluster 1</div>`)[0];
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}
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                )
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                var html_1701669a81aa4e858c35cf5815dfea7a = $(`<div id="html_1701669a81aa4e858c35cf5815dfea7a" style="width: 100.0%; height: 100.0%;">Tan Phu - Cluster 1</div>`)[0];
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                )
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                var html_1749bc3a98be4a0997acc07d538c52ff = $(`<div id="html_1749bc3a98be4a0997acc07d538c52ff" style="width: 100.0%; height: 100.0%;">12 - Cluster 2</div>`)[0];
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  "fillColor": "#80ffb4",
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}
                )
                .addTo(map_ed5028916ef141bebedc32de0cf6c850);
            
    
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                var html_0f468c7301d8497fa6388561abface51 = $(`<div id="html_0f468c7301d8497fa6388561abface51" style="width: 100.0%; height: 100.0%;">Go Vap - Cluster 2</div>`)[0];
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  "fill": true,
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  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
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  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_ed5028916ef141bebedc32de0cf6c850);
            
    
            var popup_7e04e497e57a42f2997f49a7a16801a1 = L.popup({maxWidth: '100%'
            
            });

            
                var html_6023d4b4d0d5469e87213113ceac02a3 = $(`<div id="html_6023d4b4d0d5469e87213113ceac02a3" style="width: 100.0%; height: 100.0%;">Thu Duc - Cluster 2</div>`)[0];
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x229f4ede2e8>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map\n",
    "map_clusters = folium.Map(location=[hcm_lat, hcm_long], zoom_start=11)\n",
    "\n",
    "# set color scheme for the clusters\n",
    "x = np.arange(nclusters)\n",
    "ys = [i+x+(i*x)**2 for i in range(nclusters)]\n",
    "colors_array = cm.rainbow(np.linspace(0, 1, len(ys)))\n",
    "rainbow = [colors.rgb2hex(i) for i in colors_array]\n",
    "\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(\n",
    "        df_cafe['Latitude'], \n",
    "        df_cafe['Longitude'], \n",
    "        df_cafe['District'], \n",
    "        df_cafe['Cluster Labels']\n",
    "):\n",
    "    label = folium.Popup(str(poi) + ' - Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_clusters)\n",
    "       \n",
    "map_clusters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Examine the range of Average Housing Price (AHP)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Range of AHP\n",
    "\n",
    "1. **Low** : $30 < AHP \\le 100$.\n",
    "2. **Medium** : $100 < AHP \\le 200$.\n",
    "2. **High** : $200 < AHP \\le 300$.\n",
    "2. **Very High** : $300 < AHP$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "count, division = np.histogram(df_cafe['Average Housing Price (1M VND)'], bins = [30, 100, 200, 300, 400])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x229f4ec64e0>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_cafe['Average Housing Price (1M VND)'].plot.hist(bins=division, rwidth=0.9)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The number of districts in each range of AHP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([11,  4,  3,  1], dtype=int64)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we want to classify the AHP of each district into above types by creating a new columns whose name is \"AHP Level\". In order to do that, we need to create a function first."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def classify_ahp(price):\n",
    "    if price <= 100:\n",
    "        return \"Low\"\n",
    "    elif price <= 200:\n",
    "        return \"Medium\"\n",
    "    elif price <= 300:\n",
    "        return \"High\"\n",
    "    else:\n",
    "        return \"Very High\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>District</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Population 2015</th>\n",
       "      <th>Density (pop/m2)</th>\n",
       "      <th>Average Housing Price (1M VND)</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>AHP Level</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0</td>\n",
       "      <td>193632</td>\n",
       "      <td>25049.418</td>\n",
       "      <td>384.0</td>\n",
       "      <td>10.774540</td>\n",
       "      <td>106.699184</td>\n",
       "      <td>Very High</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0</td>\n",
       "      <td>147168</td>\n",
       "      <td>2958.745</td>\n",
       "      <td>58.8</td>\n",
       "      <td>10.791116</td>\n",
       "      <td>106.736729</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0</td>\n",
       "      <td>196333</td>\n",
       "      <td>39905.081</td>\n",
       "      <td>236.0</td>\n",
       "      <td>10.783529</td>\n",
       "      <td>106.687098</td>\n",
       "      <td>High</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0</td>\n",
       "      <td>186727</td>\n",
       "      <td>44671.531</td>\n",
       "      <td>70.3</td>\n",
       "      <td>10.759243</td>\n",
       "      <td>106.704890</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0</td>\n",
       "      <td>178615</td>\n",
       "      <td>41830.211</td>\n",
       "      <td>241.0</td>\n",
       "      <td>10.756129</td>\n",
       "      <td>106.670376</td>\n",
       "      <td>High</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Binh Tan</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0</td>\n",
       "      <td>686474</td>\n",
       "      <td>13229.408</td>\n",
       "      <td>57.2</td>\n",
       "      <td>10.749809</td>\n",
       "      <td>106.605664</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>9</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>290620</td>\n",
       "      <td>2549.298</td>\n",
       "      <td>41.2</td>\n",
       "      <td>10.824543</td>\n",
       "      <td>106.818015</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0</td>\n",
       "      <td>431969</td>\n",
       "      <td>22521.846</td>\n",
       "      <td>56.0</td>\n",
       "      <td>10.740400</td>\n",
       "      <td>106.665843</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tan Binh</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>1</td>\n",
       "      <td>459029</td>\n",
       "      <td>20510.679</td>\n",
       "      <td>136.0</td>\n",
       "      <td>10.797979</td>\n",
       "      <td>106.653805</td>\n",
       "      <td>Medium</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Phu Nhuan</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>1</td>\n",
       "      <td>182477</td>\n",
       "      <td>37392.828</td>\n",
       "      <td>168.0</td>\n",
       "      <td>10.800118</td>\n",
       "      <td>106.677042</td>\n",
       "      <td>Medium</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Binh Thanh</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1</td>\n",
       "      <td>487985</td>\n",
       "      <td>23506.021</td>\n",
       "      <td>136.0</td>\n",
       "      <td>10.804659</td>\n",
       "      <td>106.707848</td>\n",
       "      <td>Medium</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>7</td>\n",
       "      <td>0.129032</td>\n",
       "      <td>1</td>\n",
       "      <td>310178</td>\n",
       "      <td>8690.894</td>\n",
       "      <td>74.9</td>\n",
       "      <td>10.736573</td>\n",
       "      <td>106.722432</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1</td>\n",
       "      <td>258945</td>\n",
       "      <td>36014.604</td>\n",
       "      <td>95.5</td>\n",
       "      <td>10.746928</td>\n",
       "      <td>106.634495</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11</td>\n",
       "      <td>0.179487</td>\n",
       "      <td>1</td>\n",
       "      <td>230596</td>\n",
       "      <td>44863.035</td>\n",
       "      <td>154.0</td>\n",
       "      <td>10.764208</td>\n",
       "      <td>106.643282</td>\n",
       "      <td>Medium</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>1</td>\n",
       "      <td>238558</td>\n",
       "      <td>41705.944</td>\n",
       "      <td>203.0</td>\n",
       "      <td>10.773198</td>\n",
       "      <td>106.667833</td>\n",
       "      <td>High</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Tan Phu</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>1</td>\n",
       "      <td>464493</td>\n",
       "      <td>28922.354</td>\n",
       "      <td>97.3</td>\n",
       "      <td>10.791640</td>\n",
       "      <td>106.627302</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>2</td>\n",
       "      <td>510326</td>\n",
       "      <td>9668.928</td>\n",
       "      <td>39.7</td>\n",
       "      <td>10.867233</td>\n",
       "      <td>106.653930</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Go Vap</td>\n",
       "      <td>0.291667</td>\n",
       "      <td>2</td>\n",
       "      <td>634146</td>\n",
       "      <td>32124.924</td>\n",
       "      <td>95.0</td>\n",
       "      <td>10.840150</td>\n",
       "      <td>106.671083</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Thu Duc</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>2</td>\n",
       "      <td>528413</td>\n",
       "      <td>10619.232</td>\n",
       "      <td>49.9</td>\n",
       "      <td>10.852588</td>\n",
       "      <td>106.755838</td>\n",
       "      <td>Low</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      District      Café  Cluster Labels Population 2015  Density (pop/m2)  \\\n",
       "0            1  0.080000               0          193632         25049.418   \n",
       "4            2  0.111111               0          147168          2958.745   \n",
       "5            3  0.070000               0          196333         39905.081   \n",
       "6            4  0.040000               0          186727         44671.531   \n",
       "7            5  0.060000               0          178615         41830.211   \n",
       "12    Binh Tan  0.100000               0          686474         13229.408   \n",
       "11           9  0.000000               0          290620          2549.298   \n",
       "10           8  0.050000               0          431969         22521.846   \n",
       "16    Tan Binh  0.153846               1          459029         20510.679   \n",
       "15   Phu Nhuan  0.210000               1          182477         37392.828   \n",
       "13  Binh Thanh  0.166667               1          487985         23506.021   \n",
       "9            7  0.129032               1          310178          8690.894   \n",
       "8            6  0.166667               1          258945         36014.604   \n",
       "2           11  0.179487               1          230596         44863.035   \n",
       "1           10  0.160000               1          238558         41705.944   \n",
       "17     Tan Phu  0.190476               1          464493         28922.354   \n",
       "3           12  0.333333               2          510326          9668.928   \n",
       "14      Go Vap  0.291667               2          634146         32124.924   \n",
       "18     Thu Duc  0.454545               2          528413         10619.232   \n",
       "\n",
       "    Average Housing Price (1M VND)   Latitude   Longitude  AHP Level  \n",
       "0                            384.0  10.774540  106.699184  Very High  \n",
       "4                             58.8  10.791116  106.736729        Low  \n",
       "5                            236.0  10.783529  106.687098       High  \n",
       "6                             70.3  10.759243  106.704890        Low  \n",
       "7                            241.0  10.756129  106.670376       High  \n",
       "12                            57.2  10.749809  106.605664        Low  \n",
       "11                            41.2  10.824543  106.818015        Low  \n",
       "10                            56.0  10.740400  106.665843        Low  \n",
       "16                           136.0  10.797979  106.653805     Medium  \n",
       "15                           168.0  10.800118  106.677042     Medium  \n",
       "13                           136.0  10.804659  106.707848     Medium  \n",
       "9                             74.9  10.736573  106.722432        Low  \n",
       "8                             95.5  10.746928  106.634495        Low  \n",
       "2                            154.0  10.764208  106.643282     Medium  \n",
       "1                            203.0  10.773198  106.667833       High  \n",
       "17                            97.3  10.791640  106.627302        Low  \n",
       "3                             39.7  10.867233  106.653930        Low  \n",
       "14                            95.0  10.840150  106.671083        Low  \n",
       "18                            49.9  10.852588  106.755838        Low  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_cafe[\"AHP Level\"] = df_cafe[\"Average Housing Price (1M VND)\"].apply(classify_ahp)\n",
    "df_cafe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can understand the clusters\n",
    "\n",
    "- **Cluster 0** : There are not many café shops in these districts.\n",
    "- **Cluster 1** : There are a lot of café shops in these districts.\n",
    "- **Cluster 2** : The number of café shops in these districts is medium."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Choropleth map of AHP\n",
    "\n",
    "Now we want to create a choropleth map of AHP coupling with the map of clusters created in previous section."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\folium\\folium.py:426: FutureWarning: The choropleth  method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n",
      "  FutureWarning\n"
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    color_map_88e93f2e5926461e974524aa85621158.x = d3.scale.linear()
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              .range([0, 400]);

    color_map_88e93f2e5926461e974524aa85621158.legend = L.control({position: 'topright'});
    color_map_88e93f2e5926461e974524aa85621158.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
    color_map_88e93f2e5926461e974524aa85621158.legend.addTo(map_eb1b67774cc24889855dc47bd906b316);

    color_map_88e93f2e5926461e974524aa85621158.xAxis = d3.svg.axis()
        .scale(color_map_88e93f2e5926461e974524aa85621158.x)
        .orient("top")
        .tickSize(1)
        .tickValues([39.7, 97.08333333333334, 154.46666666666667, 211.85000000000002, 269.23333333333335, 326.6166666666667, 384.0]);

    color_map_88e93f2e5926461e974524aa85621158.svg = d3.select(".legend.leaflet-control").append("svg")
        .attr("id", 'legend')
        .attr("width", 450)
        .attr("height", 40);

    color_map_88e93f2e5926461e974524aa85621158.g = color_map_88e93f2e5926461e974524aa85621158.svg.append("g")
        .attr("class", "key")
        .attr("transform", "translate(25,16)");

    color_map_88e93f2e5926461e974524aa85621158.g.selectAll("rect")
        .data(color_map_88e93f2e5926461e974524aa85621158.color.range().map(function(d, i) {
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            x1: i < color_map_88e93f2e5926461e974524aa85621158.color.domain().length ? color_map_88e93f2e5926461e974524aa85621158.x(color_map_88e93f2e5926461e974524aa85621158.color.domain()[i]) : color_map_88e93f2e5926461e974524aa85621158.x.range()[1],
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        .attr("height", 10)
        .attr("x", function(d) { return d.x0; })
        .attr("width", function(d) { return d.x1 - d.x0; })
        .style("fill", function(d) { return d.z; });

    color_map_88e93f2e5926461e974524aa85621158.g.call(color_map_88e93f2e5926461e974524aa85621158.xAxis).append("text")
        .attr("class", "caption")
        .attr("y", 21)
        .text('Average Housing Price');
    
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  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_eb1b67774cc24889855dc47bd906b316);
            
    
            var popup_5fb7687911784683a2d4864562006519 = L.popup({maxWidth: '100%'
            
            });

            
                var html_9dd2cce53d8949f4b6f36f6b1a997145 = $(`<div id="html_9dd2cce53d8949f4b6f36f6b1a997145" style="width: 100.0%; height: 100.0%;">1 - Cluster 0</div>`)[0];
                popup_5fb7687911784683a2d4864562006519.setContent(html_9dd2cce53d8949f4b6f36f6b1a997145);
            

            circle_marker_0ab4157f78fe4c0d8dd3a5d4cfc10057.bindPopup(popup_5fb7687911784683a2d4864562006519)
            ;

            
        
    
            var circle_marker_4795796b7be44833ae3ebac86862ed2d = L.circleMarker(
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                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_eb1b67774cc24889855dc47bd906b316);
            
    
            var popup_e48e4fae9aa14327bf12e2789ff1f65c = L.popup({maxWidth: '100%'
            
            });

            
                var html_61cb37a93b864ba3b3b8f216b2050254 = $(`<div id="html_61cb37a93b864ba3b3b8f216b2050254" style="width: 100.0%; height: 100.0%;">2 - Cluster 0</div>`)[0];
                popup_e48e4fae9aa14327bf12e2789ff1f65c.setContent(html_61cb37a93b864ba3b3b8f216b2050254);
            

            circle_marker_4795796b7be44833ae3ebac86862ed2d.bindPopup(popup_e48e4fae9aa14327bf12e2789ff1f65c)
            ;

            
        
    
            var circle_marker_b934a3e662fe4ff9a2ce989484e14aeb = L.circleMarker(
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                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_eb1b67774cc24889855dc47bd906b316);
            
    
            var popup_81818a79785e43a083915e3875391c50 = L.popup({maxWidth: '100%'
            
            });

            
                var html_0c1230368936433782b728aa64170dcd = $(`<div id="html_0c1230368936433782b728aa64170dcd" style="width: 100.0%; height: 100.0%;">3 - Cluster 0</div>`)[0];
                popup_81818a79785e43a083915e3875391c50.setContent(html_0c1230368936433782b728aa64170dcd);
            

            circle_marker_b934a3e662fe4ff9a2ce989484e14aeb.bindPopup(popup_81818a79785e43a083915e3875391c50)
            ;

            
        
    
            var circle_marker_dc6239d1d49642038c4cf6e689dfb69f = L.circleMarker(
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  "dashOffset": null,
  "fill": true,
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  "lineCap": "round",
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  "radius": 5,
  "stroke": true,
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}
                )
                .addTo(map_eb1b67774cc24889855dc47bd906b316);
            
    
            var popup_e2d2a2b121ac4d8a88ddb913a776994d = L.popup({maxWidth: '100%'
            
            });

            
                var html_0d0b60f18aed4b269d50fe016284e4f7 = $(`<div id="html_0d0b60f18aed4b269d50fe016284e4f7" style="width: 100.0%; height: 100.0%;">4 - Cluster 0</div>`)[0];
                popup_e2d2a2b121ac4d8a88ddb913a776994d.setContent(html_0d0b60f18aed4b269d50fe016284e4f7);
            

            circle_marker_dc6239d1d49642038c4cf6e689dfb69f.bindPopup(popup_e2d2a2b121ac4d8a88ddb913a776994d)
            ;

            
        
    
            var circle_marker_b93bd36adbac4f88904bf1e4eb3e0742 = L.circleMarker(
                [10.756129, 106.6703755],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_eb1b67774cc24889855dc47bd906b316);
            
    
            var popup_7b29a3f62b7a4bbf990c5976a0f3e164 = L.popup({maxWidth: '100%'
            
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x229f4f1c2b0>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hcm_geo = r'hcm_urban.geojson' # geojson file\n",
    "\n",
    "map_ahp = folium.Map(location=[hcm_lat, hcm_long], zoom_start=11)\n",
    "\n",
    "map_ahp.choropleth(\n",
    " geo_data=hcm_geo,\n",
    " name='choropleth',\n",
    " data=df_cafe,\n",
    " columns=['District', 'Average Housing Price (1M VND)'],\n",
    " key_on='feature.properties.name',\n",
    " fill_color='YlGn',\n",
    " fill_opacity=0.7,\n",
    " line_opacity=0.2,\n",
    " legend_name='Average Housing Price'\n",
    ")\n",
    "# folium.LayerControl().add_to(map_ahp)\n",
    "\n",
    "# add clusters to the map\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(\n",
    "        df_cafe['Latitude'], \n",
    "        df_cafe['Longitude'], \n",
    "        df_cafe['District'], \n",
    "        df_cafe['Cluster Labels']\n",
    "):\n",
    "    label = folium.Popup(str(poi) + ' - Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_ahp)\n",
    "\n",
    "map_ahp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Choropleth map of population density\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\folium\\folium.py:426: FutureWarning: The choropleth  method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n",
      "  FutureWarning\n"
     ]
    },
    {
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    color_map_01a68b418ae041dc96ec6fc8bfa1e605.x = d3.scale.linear()
              .domain([2549.298, 44863.035])
              .range([0, 400]);

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.legend = L.control({position: 'topright'});
    color_map_01a68b418ae041dc96ec6fc8bfa1e605.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
    color_map_01a68b418ae041dc96ec6fc8bfa1e605.legend.addTo(map_dc511abbc8e941b789f21f90e88ee539);

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.xAxis = d3.svg.axis()
        .scale(color_map_01a68b418ae041dc96ec6fc8bfa1e605.x)
        .orient("top")
        .tickSize(1)
        .tickValues([2549.298, 9601.5875, 16653.877, 23706.1665, 30758.456, 37810.745500000005, 44863.035]);

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.svg = d3.select(".legend.leaflet-control").append("svg")
        .attr("id", 'legend')
        .attr("width", 450)
        .attr("height", 40);

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.g = color_map_01a68b418ae041dc96ec6fc8bfa1e605.svg.append("g")
        .attr("class", "key")
        .attr("transform", "translate(25,16)");

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.g.selectAll("rect")
        .data(color_map_01a68b418ae041dc96ec6fc8bfa1e605.color.range().map(function(d, i) {
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            x0: i ? color_map_01a68b418ae041dc96ec6fc8bfa1e605.x(color_map_01a68b418ae041dc96ec6fc8bfa1e605.color.domain()[i - 1]) : color_map_01a68b418ae041dc96ec6fc8bfa1e605.x.range()[0],
            x1: i < color_map_01a68b418ae041dc96ec6fc8bfa1e605.color.domain().length ? color_map_01a68b418ae041dc96ec6fc8bfa1e605.x(color_map_01a68b418ae041dc96ec6fc8bfa1e605.color.domain()[i]) : color_map_01a68b418ae041dc96ec6fc8bfa1e605.x.range()[1],
            z: d
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        }))
      .enter().append("rect")
        .attr("height", 10)
        .attr("x", function(d) { return d.x0; })
        .attr("width", function(d) { return d.x1 - d.x0; })
        .style("fill", function(d) { return d.z; });

    color_map_01a68b418ae041dc96ec6fc8bfa1e605.g.call(color_map_01a68b418ae041dc96ec6fc8bfa1e605.xAxis).append("text")
        .attr("class", "caption")
        .attr("y", 21)
        .text('Population density');
    
            var circle_marker_91d85802ee4b4dc7b9b2e314464b6109 = L.circleMarker(
                [10.7745397, 106.699183611585],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_60df6aae0a9b4c9780617736592af779 = L.popup({maxWidth: '100%'
            
            });

            
                var html_cf1159f084584a32a7ea1afedf0c55e7 = $(`<div id="html_cf1159f084584a32a7ea1afedf0c55e7" style="width: 100.0%; height: 100.0%;">1 - Cluster 0</div>`)[0];
                popup_60df6aae0a9b4c9780617736592af779.setContent(html_cf1159f084584a32a7ea1afedf0c55e7);
            

            circle_marker_91d85802ee4b4dc7b9b2e314464b6109.bindPopup(popup_60df6aae0a9b4c9780617736592af779)
            ;

            
        
    
            var circle_marker_09c4071d9ee947cd9704b086b06587ed = L.circleMarker(
                [10.7911157, 106.7367293],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_adf51313a5e349debe16ce39a84acb6f = L.popup({maxWidth: '100%'
            
            });

            
                var html_13763ca587ac4325a8b6ddab95f791fa = $(`<div id="html_13763ca587ac4325a8b6ddab95f791fa" style="width: 100.0%; height: 100.0%;">2 - Cluster 0</div>`)[0];
                popup_adf51313a5e349debe16ce39a84acb6f.setContent(html_13763ca587ac4325a8b6ddab95f791fa);
            

            circle_marker_09c4071d9ee947cd9704b086b06587ed.bindPopup(popup_adf51313a5e349debe16ce39a84acb6f)
            ;

            
        
    
            var circle_marker_a1ec3b2d2eac4466a84648ffe82ab7b4 = L.circleMarker(
                [10.7835291, 106.6870984],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_6c606f3d91754b3f96edbda107a27271 = L.popup({maxWidth: '100%'
            
            });

            
                var html_75147725ca634d9895f4f7c6f28e9a72 = $(`<div id="html_75147725ca634d9895f4f7c6f28e9a72" style="width: 100.0%; height: 100.0%;">3 - Cluster 0</div>`)[0];
                popup_6c606f3d91754b3f96edbda107a27271.setContent(html_75147725ca634d9895f4f7c6f28e9a72);
            

            circle_marker_a1ec3b2d2eac4466a84648ffe82ab7b4.bindPopup(popup_6c606f3d91754b3f96edbda107a27271)
            ;

            
        
    
            var circle_marker_099e4aa9ef73450f8edc6790146d7290 = L.circleMarker(
                [10.7592431, 106.7048897],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
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  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_68f378f9bbfb4c448b59f689e3680408 = L.popup({maxWidth: '100%'
            
            });

            
                var html_763cc0a3d6644624a8ff1829f7695de3 = $(`<div id="html_763cc0a3d6644624a8ff1829f7695de3" style="width: 100.0%; height: 100.0%;">4 - Cluster 0</div>`)[0];
                popup_68f378f9bbfb4c448b59f689e3680408.setContent(html_763cc0a3d6644624a8ff1829f7695de3);
            

            circle_marker_099e4aa9ef73450f8edc6790146d7290.bindPopup(popup_68f378f9bbfb4c448b59f689e3680408)
            ;

            
        
    
            var circle_marker_3a31f3c40fbf4e2ab22f42192561152e = L.circleMarker(
                [10.756129, 106.6703755],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_155f2b9fe0aa4d838d373be2dd91e437 = L.popup({maxWidth: '100%'
            
            });

            
                var html_e3908719f908492a85b62e213f4e3600 = $(`<div id="html_e3908719f908492a85b62e213f4e3600" style="width: 100.0%; height: 100.0%;">5 - Cluster 0</div>`)[0];
                popup_155f2b9fe0aa4d838d373be2dd91e437.setContent(html_e3908719f908492a85b62e213f4e3600);
            

            circle_marker_3a31f3c40fbf4e2ab22f42192561152e.bindPopup(popup_155f2b9fe0aa4d838d373be2dd91e437)
            ;

            
        
    
            var circle_marker_3481094596464b1f915c6ce358fdd496 = L.circleMarker(
                [10.7498093, 106.6056635],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_383ac224f3694e0a830896ad7b4ff923 = L.popup({maxWidth: '100%'
            
            });

            
                var html_a0e5001227f546af8b4c5ba0adbfa342 = $(`<div id="html_a0e5001227f546af8b4c5ba0adbfa342" style="width: 100.0%; height: 100.0%;">Binh Tan - Cluster 0</div>`)[0];
                popup_383ac224f3694e0a830896ad7b4ff923.setContent(html_a0e5001227f546af8b4c5ba0adbfa342);
            

            circle_marker_3481094596464b1f915c6ce358fdd496.bindPopup(popup_383ac224f3694e0a830896ad7b4ff923)
            ;

            
        
    
            var circle_marker_fed9097911424b408751394d66c8dd11 = L.circleMarker(
                [10.8245429, 106.8180145],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_64abdadcf3374216b839b6a715c3f88c = L.popup({maxWidth: '100%'
            
            });

            
                var html_89f910db042f466ca320d52c761a7d46 = $(`<div id="html_89f910db042f466ca320d52c761a7d46" style="width: 100.0%; height: 100.0%;">9 - Cluster 0</div>`)[0];
                popup_64abdadcf3374216b839b6a715c3f88c.setContent(html_89f910db042f466ca320d52c761a7d46);
            

            circle_marker_fed9097911424b408751394d66c8dd11.bindPopup(popup_64abdadcf3374216b839b6a715c3f88c)
            ;

            
        
    
            var circle_marker_88866ce12a3240dab5e3068b1fe3376e = L.circleMarker(
                [10.7404005, 106.6658429],
                {
  "bubblingMouseEvents": true,
  "color": "#ff0000",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#ff0000",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
            var popup_1874ef32b3744f1c8700447fb3ea3b87 = L.popup({maxWidth: '100%'
            
            });

            
                var html_e0157c47da76489f9c42ab32bbe360ed = $(`<div id="html_e0157c47da76489f9c42ab32bbe360ed" style="width: 100.0%; height: 100.0%;">8 - Cluster 0</div>`)[0];
                popup_1874ef32b3744f1c8700447fb3ea3b87.setContent(html_e0157c47da76489f9c42ab32bbe360ed);
            

            circle_marker_88866ce12a3240dab5e3068b1fe3376e.bindPopup(popup_1874ef32b3744f1c8700447fb3ea3b87)
            ;

            
        
    
            var circle_marker_ca26bc3af3b04c49809a0d4785aa118a = L.circleMarker(
                [10.7979794, 106.6538054],
                {
  "bubblingMouseEvents": true,
  "color": "#8000ff",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#8000ff",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                )
                .addTo(map_dc511abbc8e941b789f21f90e88ee539);
            
    
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x229f50400b8>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map_density = folium.Map(location=[hcm_lat, hcm_long], zoom_start=11)\n",
    "\n",
    "map_density.choropleth(\n",
    " geo_data=hcm_geo,\n",
    " name='choropleth',\n",
    " data=df_cafe,\n",
    " columns=['District', 'Density (pop/m2)'],\n",
    " key_on='feature.properties.name',\n",
    " fill_color='YlGn',\n",
    " fill_opacity=0.7,\n",
    " line_opacity=0.2,\n",
    " legend_name='Population density'\n",
    ")\n",
    "# folium.LayerControl().add_to(map_ahp)\n",
    "\n",
    "# add clusters to the map\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(\n",
    "        df_cafe['Latitude'], \n",
    "        df_cafe['Longitude'], \n",
    "        df_cafe['District'], \n",
    "        df_cafe['Cluster Labels']\n",
    "):\n",
    "    label = folium.Popup(str(poi) + ' - Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_density)\n",
    "\n",
    "map_density"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion\n",
    "\n",
    "From all above results, we conclude that, the best place for us to set up a new café is in **district 4** because there are a lot of people living there (high density), there are not many already-working café (cluster 0) and the average housing price is low."
   ]
  }
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