Notebook of final project.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Capstone Project - The Battle of the Neighborhoods\n",
    "## Applied Data Science Capstone by IBM/Coursera\n",
    "### Table of contents\n",
    "**Introduction: Business Problem**\n",
    "* Data\n",
    "* Methodology\n",
    "* Analysis\n",
    "* Results and Discussion\n",
    "* Conclusion\n",
    "### Introduction: Business Problem \n",
    "* This project aims to select the safest borough in London based on the total crimes, explore the neighborhoods of that borough to find the 10 most common venues in each neighborhood and finally cluster the neighborhoods using k-mean clustering.\n",
    "\n",
    "* This report will be targeted to people who are looking to relocate to London. Inorder to finalise a neighborhood to hunt for an apartment, safety is considered as a top concern when moving to a new place. If you don’t feel safe in your own home, you’re not going to be able to enjoy living there. The crime statistics will provide an insight into this issue.\n",
    "\n",
    "* We will focus on the safest borough and explore its neighborhoods and the 10 most common venues in each neighborhood so that the best neighborhood suited to an individual's needs can be selected.\n",
    "\n",
    "#### Data \n",
    "Based on definition of our problem, factors that will influence our decision are:\n",
    "\n",
    "* The total number of crimes commited in each of the borough during the last year.\n",
    "* The most common venues in each of the neighborhood in the safest borough selected.\n",
    "Following data sources will be needed to extract/generate the required information:\n",
    "\n",
    "* **Part 1:** Preprocessing a real world data set from Kaggle showing the London Crimes from 2008 to 2016: A dataset consisting of the crime statistics of each borough in London obtained from Kaggle\n",
    "* **Part 2:** Scraping additional information of the different Boroughs in London from a Wikipedia page.: More information regarding the boroughs of London is scraped using the Beautifulsoup library\n",
    "* **Part 3:** Creating a new dataset of the Neighborhoods of the safest borough in London and generating their co-ordinates.: Co-ordinate of neighborhood will be obtained using Google Maps API geocoding\n",
    "\n",
    "##### ** Part 1: Preprocessing a real world data set from Kaggle showing the London Crimes from 2008 to 2016** \n",
    "**London Crime Data**\n",
    "\n",
    "About this file\n",
    "\n",
    "* lsoa_code: code for Lower Super Output Area in Greater London.\n",
    "* borough: Common name for London borough.\n",
    "* major_category: High level categorization of crime\n",
    "* minor_category: Low level categorization of crime within major category.\n",
    "* value: monthly reported count of categorical crime in given borough\n",
    "* year: Year of reported counts, 2008-2016\n",
    "* month: Month of reported counts, 1-12\n",
    "* Data set URL: https://www.kaggle.com/jboysen/london-crime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folium installed\n",
      "Libraries imported.\n"
     ]
    }
   ],
   "source": [
    "import requests # library to handle requests\n",
    "import pandas as pd # library for data analsysis\n",
    "import numpy as np # library to handle data in a vectorized manner\n",
    "import random # library for random number generation\n",
    "from bs4 import BeautifulSoup # library for web scrapping  \n",
    "\n",
    "# libraries for displaying images\n",
    "from IPython.display import Image \n",
    "from IPython.core.display import HTML \n",
    "    \n",
    "# tranforming json file into a pandas dataframe library\n",
    "from pandas.io.json import json_normalize\n",
    "\n",
    "print('Folium installed')\n",
    "print('Libraries imported.')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Define Foursquare Credentials and Version**\n",
    "\n",
    "Make sure that you have created a Foursquare developer account and have your credentials handy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your credentails:\n",
      "CLIENT_ID: R01LINGO2WC45KLRLKT3ZHU2QENAO2IPRK2N2ELOHRNK4P3K\n",
      "CLIENT_SECRET:4JT1TWRMXMPLX5IOKNBAFU3L3ARXK4D5JJDPFK1CLRZM2ZVW\n"
     ]
    }
   ],
   "source": [
    "CLIENT_ID = 'R01LINGO2WC45KLRLKT3ZHU2QENAO2IPRK2N2ELOHRNK4P3K' # your Foursquare ID\n",
    "CLIENT_SECRET = '4JT1TWRMXMPLX5IOKNBAFU3L3ARXK4D5JJDPFK1CLRZM2ZVW' # your Foursquare Secret\n",
    "\n",
    "VERSION = '20180604'\n",
    "LIMIT = 30\n",
    "\n",
    "print('Your credentails:')\n",
    "print('CLIENT_ID: ' + CLIENT_ID)\n",
    "print('CLIENT_SECRET:' + CLIENT_SECRET)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Read in the dataset**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Read in the data \n",
    "df = pd.read_csv(\"london_crime_by_lsoa.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>lsoa_code</th>\n",
       "      <th>borough</th>\n",
       "      <th>major_category</th>\n",
       "      <th>minor_category</th>\n",
       "      <th>value</th>\n",
       "      <th>year</th>\n",
       "      <th>month</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E01001116</td>\n",
       "      <td>Croydon</td>\n",
       "      <td>Burglary</td>\n",
       "      <td>Burglary in Other Buildings</td>\n",
       "      <td>0</td>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E01001646</td>\n",
       "      <td>Greenwich</td>\n",
       "      <td>Violence Against the Person</td>\n",
       "      <td>Other violence</td>\n",
       "      <td>0</td>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E01000677</td>\n",
       "      <td>Bromley</td>\n",
       "      <td>Violence Against the Person</td>\n",
       "      <td>Other violence</td>\n",
       "      <td>0</td>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E01003774</td>\n",
       "      <td>Redbridge</td>\n",
       "      <td>Burglary</td>\n",
       "      <td>Burglary in Other Buildings</td>\n",
       "      <td>0</td>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E01004563</td>\n",
       "      <td>Wandsworth</td>\n",
       "      <td>Robbery</td>\n",
       "      <td>Personal Property</td>\n",
       "      <td>0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   lsoa_code     borough               major_category  \\\n",
       "0  E01001116     Croydon                     Burglary   \n",
       "1  E01001646   Greenwich  Violence Against the Person   \n",
       "2  E01000677     Bromley  Violence Against the Person   \n",
       "3  E01003774   Redbridge                     Burglary   \n",
       "4  E01004563  Wandsworth                      Robbery   \n",
       "\n",
       "                minor_category  value  year  month  \n",
       "0  Burglary in Other Buildings      0  2016     11  \n",
       "1               Other violence      0  2016     11  \n",
       "2               Other violence      0  2015      5  \n",
       "3  Burglary in Other Buildings      0  2016      3  \n",
       "4            Personal Property      0  2008      6  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# View the top rows of the dataset\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Accessing the most recent crime rates (2016)**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Taking only the most recent year (2016) and dropping the rest\n",
    "df.drop(df.index[df['year'] != 2016], inplace = True)\n",
    "\n",
    "# Removing all the entires where crime values are null  \n",
    "df = df[df.value != 0]\n",
    "\n",
    "# Reset the index and dropping the previous index\n",
    "df = df.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(392042, 7)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# Shape of the data frame\n",
    "df.shape"
   ]
  },
  {
   "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>lsoa_code</th>\n",
       "      <th>borough</th>\n",
       "      <th>major_category</th>\n",
       "      <th>minor_category</th>\n",
       "      <th>value</th>\n",
       "      <th>year</th>\n",
       "      <th>month</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E01004177</td>\n",
       "      <td>Sutton</td>\n",
       "      <td>Theft and Handling</td>\n",
       "      <td>Theft/Taking of Pedal Cycle</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E01000733</td>\n",
       "      <td>Bromley</td>\n",
       "      <td>Criminal Damage</td>\n",
       "      <td>Criminal Damage To Motor Vehicle</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E01003989</td>\n",
       "      <td>Southwark</td>\n",
       "      <td>Theft and Handling</td>\n",
       "      <td>Theft From Shops</td>\n",
       "      <td>4</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E01002276</td>\n",
       "      <td>Havering</td>\n",
       "      <td>Burglary</td>\n",
       "      <td>Burglary in a Dwelling</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E01003674</td>\n",
       "      <td>Redbridge</td>\n",
       "      <td>Drugs</td>\n",
       "      <td>Possession Of Drugs</td>\n",
       "      <td>2</td>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   lsoa_code    borough      major_category                    minor_category  \\\n",
       "0  E01004177     Sutton  Theft and Handling       Theft/Taking of Pedal Cycle   \n",
       "1  E01000733    Bromley     Criminal Damage  Criminal Damage To Motor Vehicle   \n",
       "2  E01003989  Southwark  Theft and Handling                  Theft From Shops   \n",
       "3  E01002276   Havering            Burglary            Burglary in a Dwelling   \n",
       "4  E01003674  Redbridge               Drugs               Possession Of Drugs   \n",
       "\n",
       "   value  year  month  \n",
       "0      1  2016      8  \n",
       "1      1  2016      4  \n",
       "2      4  2016      8  \n",
       "3      1  2016      8  \n",
       "4      2  2016     11  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# View the top of the dataset \n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Change the column names**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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>LSOA_Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Major_Category</th>\n",
       "      <th>Minor_Category</th>\n",
       "      <th>No_of_Crimes</th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>E01004177</td>\n",
       "      <td>Sutton</td>\n",
       "      <td>Theft and Handling</td>\n",
       "      <td>Theft/Taking of Pedal Cycle</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>E01000733</td>\n",
       "      <td>Bromley</td>\n",
       "      <td>Criminal Damage</td>\n",
       "      <td>Criminal Damage To Motor Vehicle</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>E01003989</td>\n",
       "      <td>Southwark</td>\n",
       "      <td>Theft and Handling</td>\n",
       "      <td>Theft From Shops</td>\n",
       "      <td>4</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>E01002276</td>\n",
       "      <td>Havering</td>\n",
       "      <td>Burglary</td>\n",
       "      <td>Burglary in a Dwelling</td>\n",
       "      <td>1</td>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>E01003674</td>\n",
       "      <td>Redbridge</td>\n",
       "      <td>Drugs</td>\n",
       "      <td>Possession Of Drugs</td>\n",
       "      <td>2</td>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   LSOA_Code    Borough      Major_Category                    Minor_Category  \\\n",
       "0  E01004177     Sutton  Theft and Handling       Theft/Taking of Pedal Cycle   \n",
       "1  E01000733    Bromley     Criminal Damage  Criminal Damage To Motor Vehicle   \n",
       "2  E01003989  Southwark  Theft and Handling                  Theft From Shops   \n",
       "3  E01002276   Havering            Burglary            Burglary in a Dwelling   \n",
       "4  E01003674  Redbridge               Drugs               Possession Of Drugs   \n",
       "\n",
       "   No_of_Crimes  Year  Month  \n",
       "0             1  2016      8  \n",
       "1             1  2016      4  \n",
       "2             4  2016      8  \n",
       "3             1  2016      8  \n",
       "4             2  2016     11  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns = ['LSOA_Code', 'Borough','Major_Category','Minor_Category','No_of_Crimes','Year','Month']\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 392042 entries, 0 to 392041\n",
      "Data columns (total 7 columns):\n",
      " #   Column          Non-Null Count   Dtype \n",
      "---  ------          --------------   ----- \n",
      " 0   LSOA_Code       392042 non-null  object\n",
      " 1   Borough         392042 non-null  object\n",
      " 2   Major_Category  392042 non-null  object\n",
      " 3   Minor_Category  392042 non-null  object\n",
      " 4   No_of_Crimes    392042 non-null  int64 \n",
      " 5   Year            392042 non-null  int64 \n",
      " 6   Month           392042 non-null  int64 \n",
      "dtypes: int64(3), object(4)\n",
      "memory usage: 20.9+ MB\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# View the information of the dataset \n",
    "df.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Total number of crimes in each Borough**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Lambeth                   17605\n",
       "Southwark                 16560\n",
       "Croydon                   16254\n",
       "Newham                    15622\n",
       "Ealing                    15284\n",
       "Tower Hamlets             15219\n",
       "Brent                     14980\n",
       "Barnet                    14668\n",
       "Hackney                   14392\n",
       "Lewisham                  14235\n",
       "Haringey                  14202\n",
       "Enfield                   13658\n",
       "Wandsworth                13498\n",
       "Westminster               13383\n",
       "Islington                 13116\n",
       "Greenwich                 12750\n",
       "Camden                    12632\n",
       "Hillingdon                12417\n",
       "Hounslow                  12316\n",
       "Waltham Forest            12121\n",
       "Bromley                   11980\n",
       "Redbridge                 11490\n",
       "Hammersmith and Fulham    10281\n",
       "Barking and Dagenham       9784\n",
       "Havering                   9699\n",
       "Kensington and Chelsea     9653\n",
       "Harrow                     8257\n",
       "Bexley                     8245\n",
       "Merton                     8223\n",
       "Richmond upon Thames       7199\n",
       "Sutton                     6823\n",
       "Kingston upon Thames       5374\n",
       "City of London              122\n",
       "Name: Borough, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df['Borough'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**The total crimes per major category**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Theft and Handling             129159\n",
       "Violence Against the Person    123050\n",
       "Criminal Damage                 48584\n",
       "Burglary                        43020\n",
       "Drugs                           21782\n",
       "Robbery                         14889\n",
       "Other Notifiable Offences       11558\n",
       "Name: Major_Category, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Major_Category'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Pivoting the table to view the no. of crimes for each major category in each Borough**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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",
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       "\n",
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       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">No_of_Crimes</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Major_Category</th>\n",
       "      <th>Burglary</th>\n",
       "      <th>Criminal Damage</th>\n",
       "      <th>Drugs</th>\n",
       "      <th>Other Notifiable Offences</th>\n",
       "      <th>Robbery</th>\n",
       "      <th>Theft and Handling</th>\n",
       "      <th>Violence Against the Person</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Borough</th>\n",
       "      <th></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>Barking and Dagenham</th>\n",
       "      <td>1287</td>\n",
       "      <td>1949</td>\n",
       "      <td>919</td>\n",
       "      <td>378</td>\n",
       "      <td>534</td>\n",
       "      <td>5607</td>\n",
       "      <td>6067</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Barnet</th>\n",
       "      <td>3402</td>\n",
       "      <td>2183</td>\n",
       "      <td>906</td>\n",
       "      <td>499</td>\n",
       "      <td>464</td>\n",
       "      <td>9731</td>\n",
       "      <td>7499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bexley</th>\n",
       "      <td>1123</td>\n",
       "      <td>1673</td>\n",
       "      <td>646</td>\n",
       "      <td>294</td>\n",
       "      <td>209</td>\n",
       "      <td>4392</td>\n",
       "      <td>4503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brent</th>\n",
       "      <td>2631</td>\n",
       "      <td>2280</td>\n",
       "      <td>2096</td>\n",
       "      <td>536</td>\n",
       "      <td>919</td>\n",
       "      <td>9026</td>\n",
       "      <td>9205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bromley</th>\n",
       "      <td>2214</td>\n",
       "      <td>2202</td>\n",
       "      <td>728</td>\n",
       "      <td>417</td>\n",
       "      <td>369</td>\n",
       "      <td>7584</td>\n",
       "      <td>6650</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     No_of_Crimes                        \\\n",
       "Major_Category           Burglary Criminal Damage Drugs   \n",
       "Borough                                                   \n",
       "Barking and Dagenham         1287            1949   919   \n",
       "Barnet                       3402            2183   906   \n",
       "Bexley                       1123            1673   646   \n",
       "Brent                        2631            2280  2096   \n",
       "Bromley                      2214            2202   728   \n",
       "\n",
       "                                                                           \\\n",
       "Major_Category       Other Notifiable Offences Robbery Theft and Handling   \n",
       "Borough                                                                     \n",
       "Barking and Dagenham                       378     534               5607   \n",
       "Barnet                                     499     464               9731   \n",
       "Bexley                                     294     209               4392   \n",
       "Brent                                      536     919               9026   \n",
       "Bromley                                    417     369               7584   \n",
       "\n",
       "                                                  \n",
       "Major_Category       Violence Against the Person  \n",
       "Borough                                           \n",
       "Barking and Dagenham                        6067  \n",
       "Barnet                                      7499  \n",
       "Bexley                                      4503  \n",
       "Brent                                       9205  \n",
       "Bromley                                     6650  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "London_crime = pd.pivot_table(df,values=['No_of_Crimes'],\n",
    "                               index=['Borough'],\n",
    "                               columns=['Major_Category'],\n",
    "                               aggfunc=np.sum,fill_value=0)\n",
    "London_crime.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Reset the index\n",
    "London_crime.reset_index(inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>Borough</th>\n",
       "      <th colspan=\"7\" halign=\"left\">No_of_Crimes</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Major_Category</th>\n",
       "      <th></th>\n",
       "      <th>Burglary</th>\n",
       "      <th>Criminal Damage</th>\n",
       "      <th>Drugs</th>\n",
       "      <th>Other Notifiable Offences</th>\n",
       "      <th>Robbery</th>\n",
       "      <th>Theft and Handling</th>\n",
       "      <th>Violence Against the Person</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Barking and Dagenham</td>\n",
       "      <td>1287</td>\n",
       "      <td>1949</td>\n",
       "      <td>919</td>\n",
       "      <td>378</td>\n",
       "      <td>534</td>\n",
       "      <td>5607</td>\n",
       "      <td>6067</td>\n",
       "      <td>16741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Barnet</td>\n",
       "      <td>3402</td>\n",
       "      <td>2183</td>\n",
       "      <td>906</td>\n",
       "      <td>499</td>\n",
       "      <td>464</td>\n",
       "      <td>9731</td>\n",
       "      <td>7499</td>\n",
       "      <td>24684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bexley</td>\n",
       "      <td>1123</td>\n",
       "      <td>1673</td>\n",
       "      <td>646</td>\n",
       "      <td>294</td>\n",
       "      <td>209</td>\n",
       "      <td>4392</td>\n",
       "      <td>4503</td>\n",
       "      <td>12840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brent</td>\n",
       "      <td>2631</td>\n",
       "      <td>2280</td>\n",
       "      <td>2096</td>\n",
       "      <td>536</td>\n",
       "      <td>919</td>\n",
       "      <td>9026</td>\n",
       "      <td>9205</td>\n",
       "      <td>26693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bromley</td>\n",
       "      <td>2214</td>\n",
       "      <td>2202</td>\n",
       "      <td>728</td>\n",
       "      <td>417</td>\n",
       "      <td>369</td>\n",
       "      <td>7584</td>\n",
       "      <td>6650</td>\n",
       "      <td>20164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Camden</td>\n",
       "      <td>2652</td>\n",
       "      <td>1935</td>\n",
       "      <td>1493</td>\n",
       "      <td>490</td>\n",
       "      <td>899</td>\n",
       "      <td>14088</td>\n",
       "      <td>7626</td>\n",
       "      <td>29183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>City of London</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>129</td>\n",
       "      <td>25</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Croydon</td>\n",
       "      <td>2738</td>\n",
       "      <td>3219</td>\n",
       "      <td>1367</td>\n",
       "      <td>718</td>\n",
       "      <td>1139</td>\n",
       "      <td>9229</td>\n",
       "      <td>10302</td>\n",
       "      <td>28712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ealing</td>\n",
       "      <td>2492</td>\n",
       "      <td>2562</td>\n",
       "      <td>1355</td>\n",
       "      <td>613</td>\n",
       "      <td>669</td>\n",
       "      <td>10040</td>\n",
       "      <td>9396</td>\n",
       "      <td>27127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Enfield</td>\n",
       "      <td>2541</td>\n",
       "      <td>2136</td>\n",
       "      <td>1063</td>\n",
       "      <td>492</td>\n",
       "      <td>807</td>\n",
       "      <td>8037</td>\n",
       "      <td>7409</td>\n",
       "      <td>22485</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Greenwich</td>\n",
       "      <td>1780</td>\n",
       "      <td>2476</td>\n",
       "      <td>867</td>\n",
       "      <td>521</td>\n",
       "      <td>486</td>\n",
       "      <td>8010</td>\n",
       "      <td>8590</td>\n",
       "      <td>22730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Hackney</td>\n",
       "      <td>2719</td>\n",
       "      <td>1981</td>\n",
       "      <td>1353</td>\n",
       "      <td>499</td>\n",
       "      <td>1030</td>\n",
       "      <td>11851</td>\n",
       "      <td>8832</td>\n",
       "      <td>28265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Hammersmith and Fulham</td>\n",
       "      <td>1531</td>\n",
       "      <td>1408</td>\n",
       "      <td>1321</td>\n",
       "      <td>474</td>\n",
       "      <td>397</td>\n",
       "      <td>8925</td>\n",
       "      <td>6118</td>\n",
       "      <td>20174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Haringey</td>\n",
       "      <td>2474</td>\n",
       "      <td>2233</td>\n",
       "      <td>1540</td>\n",
       "      <td>551</td>\n",
       "      <td>1248</td>\n",
       "      <td>10554</td>\n",
       "      <td>8574</td>\n",
       "      <td>27174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Harrow</td>\n",
       "      <td>1994</td>\n",
       "      <td>1212</td>\n",
       "      <td>473</td>\n",
       "      <td>267</td>\n",
       "      <td>377</td>\n",
       "      <td>4537</td>\n",
       "      <td>4293</td>\n",
       "      <td>13153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Havering</td>\n",
       "      <td>1826</td>\n",
       "      <td>1804</td>\n",
       "      <td>718</td>\n",
       "      <td>389</td>\n",
       "      <td>311</td>\n",
       "      <td>5919</td>\n",
       "      <td>5936</td>\n",
       "      <td>16903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Hillingdon</td>\n",
       "      <td>2229</td>\n",
       "      <td>2470</td>\n",
       "      <td>1042</td>\n",
       "      <td>1305</td>\n",
       "      <td>420</td>\n",
       "      <td>9045</td>\n",
       "      <td>7830</td>\n",
       "      <td>24341</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Hounslow</td>\n",
       "      <td>1808</td>\n",
       "      <td>2213</td>\n",
       "      <td>1086</td>\n",
       "      <td>665</td>\n",
       "      <td>392</td>\n",
       "      <td>8682</td>\n",
       "      <td>7405</td>\n",
       "      <td>22251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Islington</td>\n",
       "      <td>2051</td>\n",
       "      <td>1903</td>\n",
       "      <td>1777</td>\n",
       "      <td>508</td>\n",
       "      <td>936</td>\n",
       "      <td>12077</td>\n",
       "      <td>7840</td>\n",
       "      <td>27092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Kensington and Chelsea</td>\n",
       "      <td>1449</td>\n",
       "      <td>1051</td>\n",
       "      <td>1680</td>\n",
       "      <td>326</td>\n",
       "      <td>523</td>\n",
       "      <td>9855</td>\n",
       "      <td>4696</td>\n",
       "      <td>19580</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kingston upon Thames</td>\n",
       "      <td>879</td>\n",
       "      <td>1054</td>\n",
       "      <td>743</td>\n",
       "      <td>189</td>\n",
       "      <td>121</td>\n",
       "      <td>3803</td>\n",
       "      <td>3194</td>\n",
       "      <td>9983</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Lambeth</td>\n",
       "      <td>3087</td>\n",
       "      <td>2764</td>\n",
       "      <td>2738</td>\n",
       "      <td>635</td>\n",
       "      <td>1196</td>\n",
       "      <td>13155</td>\n",
       "      <td>10496</td>\n",
       "      <td>34071</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Lewisham</td>\n",
       "      <td>2071</td>\n",
       "      <td>2351</td>\n",
       "      <td>1617</td>\n",
       "      <td>485</td>\n",
       "      <td>869</td>\n",
       "      <td>7702</td>\n",
       "      <td>8809</td>\n",
       "      <td>23904</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Merton</td>\n",
       "      <td>1419</td>\n",
       "      <td>1418</td>\n",
       "      <td>466</td>\n",
       "      <td>249</td>\n",
       "      <td>283</td>\n",
       "      <td>4894</td>\n",
       "      <td>4026</td>\n",
       "      <td>12755</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Newham</td>\n",
       "      <td>2115</td>\n",
       "      <td>2496</td>\n",
       "      <td>1684</td>\n",
       "      <td>713</td>\n",
       "      <td>1472</td>\n",
       "      <td>11964</td>\n",
       "      <td>9646</td>\n",
       "      <td>30090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Redbridge</td>\n",
       "      <td>1997</td>\n",
       "      <td>1650</td>\n",
       "      <td>1017</td>\n",
       "      <td>381</td>\n",
       "      <td>599</td>\n",
       "      <td>7447</td>\n",
       "      <td>6411</td>\n",
       "      <td>19502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Richmond upon Thames</td>\n",
       "      <td>1359</td>\n",
       "      <td>1148</td>\n",
       "      <td>320</td>\n",
       "      <td>217</td>\n",
       "      <td>106</td>\n",
       "      <td>4769</td>\n",
       "      <td>3155</td>\n",
       "      <td>11074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Southwark</td>\n",
       "      <td>2946</td>\n",
       "      <td>2621</td>\n",
       "      <td>1838</td>\n",
       "      <td>494</td>\n",
       "      <td>1317</td>\n",
       "      <td>12946</td>\n",
       "      <td>9474</td>\n",
       "      <td>31636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Sutton</td>\n",
       "      <td>1233</td>\n",
       "      <td>1316</td>\n",
       "      <td>461</td>\n",
       "      <td>253</td>\n",
       "      <td>165</td>\n",
       "      <td>3516</td>\n",
       "      <td>3714</td>\n",
       "      <td>10658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Tower Hamlets</td>\n",
       "      <td>2794</td>\n",
       "      <td>2357</td>\n",
       "      <td>1629</td>\n",
       "      <td>678</td>\n",
       "      <td>1234</td>\n",
       "      <td>10953</td>\n",
       "      <td>9608</td>\n",
       "      <td>29253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Waltham Forest</td>\n",
       "      <td>1873</td>\n",
       "      <td>1989</td>\n",
       "      <td>1042</td>\n",
       "      <td>444</td>\n",
       "      <td>602</td>\n",
       "      <td>7357</td>\n",
       "      <td>7409</td>\n",
       "      <td>20716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Wandsworth</td>\n",
       "      <td>2351</td>\n",
       "      <td>1836</td>\n",
       "      <td>870</td>\n",
       "      <td>415</td>\n",
       "      <td>609</td>\n",
       "      <td>10789</td>\n",
       "      <td>6809</td>\n",
       "      <td>23679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Westminster</td>\n",
       "      <td>3218</td>\n",
       "      <td>2179</td>\n",
       "      <td>2049</td>\n",
       "      <td>708</td>\n",
       "      <td>1822</td>\n",
       "      <td>27520</td>\n",
       "      <td>10834</td>\n",
       "      <td>48330</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               Borough No_of_Crimes                        \\\n",
       "Major_Category                             Burglary Criminal Damage Drugs   \n",
       "0                 Barking and Dagenham         1287            1949   919   \n",
       "1                               Barnet         3402            2183   906   \n",
       "2                               Bexley         1123            1673   646   \n",
       "3                                Brent         2631            2280  2096   \n",
       "4                              Bromley         2214            2202   728   \n",
       "5                               Camden         2652            1935  1493   \n",
       "6                       City of London            2               2    10   \n",
       "7                              Croydon         2738            3219  1367   \n",
       "8                               Ealing         2492            2562  1355   \n",
       "9                              Enfield         2541            2136  1063   \n",
       "10                           Greenwich         1780            2476   867   \n",
       "11                             Hackney         2719            1981  1353   \n",
       "12              Hammersmith and Fulham         1531            1408  1321   \n",
       "13                            Haringey         2474            2233  1540   \n",
       "14                              Harrow         1994            1212   473   \n",
       "15                            Havering         1826            1804   718   \n",
       "16                          Hillingdon         2229            2470  1042   \n",
       "17                            Hounslow         1808            2213  1086   \n",
       "18                           Islington         2051            1903  1777   \n",
       "19              Kensington and Chelsea         1449            1051  1680   \n",
       "20                Kingston upon Thames          879            1054   743   \n",
       "21                             Lambeth         3087            2764  2738   \n",
       "22                            Lewisham         2071            2351  1617   \n",
       "23                              Merton         1419            1418   466   \n",
       "24                              Newham         2115            2496  1684   \n",
       "25                           Redbridge         1997            1650  1017   \n",
       "26                Richmond upon Thames         1359            1148   320   \n",
       "27                           Southwark         2946            2621  1838   \n",
       "28                              Sutton         1233            1316   461   \n",
       "29                       Tower Hamlets         2794            2357  1629   \n",
       "30                      Waltham Forest         1873            1989  1042   \n",
       "31                          Wandsworth         2351            1836   870   \n",
       "32                         Westminster         3218            2179  2049   \n",
       "\n",
       "                                                                     \\\n",
       "Major_Category Other Notifiable Offences Robbery Theft and Handling   \n",
       "0                                    378     534               5607   \n",
       "1                                    499     464               9731   \n",
       "2                                    294     209               4392   \n",
       "3                                    536     919               9026   \n",
       "4                                    417     369               7584   \n",
       "5                                    490     899              14088   \n",
       "6                                      6       4                129   \n",
       "7                                    718    1139               9229   \n",
       "8                                    613     669              10040   \n",
       "9                                    492     807               8037   \n",
       "10                                   521     486               8010   \n",
       "11                                   499    1030              11851   \n",
       "12                                   474     397               8925   \n",
       "13                                   551    1248              10554   \n",
       "14                                   267     377               4537   \n",
       "15                                   389     311               5919   \n",
       "16                                  1305     420               9045   \n",
       "17                                   665     392               8682   \n",
       "18                                   508     936              12077   \n",
       "19                                   326     523               9855   \n",
       "20                                   189     121               3803   \n",
       "21                                   635    1196              13155   \n",
       "22                                   485     869               7702   \n",
       "23                                   249     283               4894   \n",
       "24                                   713    1472              11964   \n",
       "25                                   381     599               7447   \n",
       "26                                   217     106               4769   \n",
       "27                                   494    1317              12946   \n",
       "28                                   253     165               3516   \n",
       "29                                   678    1234              10953   \n",
       "30                                   444     602               7357   \n",
       "31                                   415     609              10789   \n",
       "32                                   708    1822              27520   \n",
       "\n",
       "                                            Total  \n",
       "Major_Category Violence Against the Person         \n",
       "0                                     6067  16741  \n",
       "1                                     7499  24684  \n",
       "2                                     4503  12840  \n",
       "3                                     9205  26693  \n",
       "4                                     6650  20164  \n",
       "5                                     7626  29183  \n",
       "6                                       25    178  \n",
       "7                                    10302  28712  \n",
       "8                                     9396  27127  \n",
       "9                                     7409  22485  \n",
       "10                                    8590  22730  \n",
       "11                                    8832  28265  \n",
       "12                                    6118  20174  \n",
       "13                                    8574  27174  \n",
       "14                                    4293  13153  \n",
       "15                                    5936  16903  \n",
       "16                                    7830  24341  \n",
       "17                                    7405  22251  \n",
       "18                                    7840  27092  \n",
       "19                                    4696  19580  \n",
       "20                                    3194   9983  \n",
       "21                                   10496  34071  \n",
       "22                                    8809  23904  \n",
       "23                                    4026  12755  \n",
       "24                                    9646  30090  \n",
       "25                                    6411  19502  \n",
       "26                                    3155  11074  \n",
       "27                                    9474  31636  \n",
       "28                                    3714  10658  \n",
       "29                                    9608  29253  \n",
       "30                                    7409  20716  \n",
       "31                                    6809  23679  \n",
       "32                                   10834  48330  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# Total crimes per Borough\n",
    "London_crime['Total'] = London_crime.sum(axis=1)\n",
    "London_crime.head(33)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Removing the multi index so that it will be easier to merge**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "    }\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>Borough</th>\n",
       "      <th>No_of_CrimesBurglary</th>\n",
       "      <th>No_of_CrimesCriminal Damage</th>\n",
       "      <th>No_of_CrimesDrugs</th>\n",
       "      <th>No_of_CrimesOther Notifiable Offences</th>\n",
       "      <th>No_of_CrimesRobbery</th>\n",
       "      <th>No_of_CrimesTheft and Handling</th>\n",
       "      <th>No_of_CrimesViolence Against the Person</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Barking and Dagenham</td>\n",
       "      <td>1287</td>\n",
       "      <td>1949</td>\n",
       "      <td>919</td>\n",
       "      <td>378</td>\n",
       "      <td>534</td>\n",
       "      <td>5607</td>\n",
       "      <td>6067</td>\n",
       "      <td>16741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Barnet</td>\n",
       "      <td>3402</td>\n",
       "      <td>2183</td>\n",
       "      <td>906</td>\n",
       "      <td>499</td>\n",
       "      <td>464</td>\n",
       "      <td>9731</td>\n",
       "      <td>7499</td>\n",
       "      <td>24684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bexley</td>\n",
       "      <td>1123</td>\n",
       "      <td>1673</td>\n",
       "      <td>646</td>\n",
       "      <td>294</td>\n",
       "      <td>209</td>\n",
       "      <td>4392</td>\n",
       "      <td>4503</td>\n",
       "      <td>12840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brent</td>\n",
       "      <td>2631</td>\n",
       "      <td>2280</td>\n",
       "      <td>2096</td>\n",
       "      <td>536</td>\n",
       "      <td>919</td>\n",
       "      <td>9026</td>\n",
       "      <td>9205</td>\n",
       "      <td>26693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bromley</td>\n",
       "      <td>2214</td>\n",
       "      <td>2202</td>\n",
       "      <td>728</td>\n",
       "      <td>417</td>\n",
       "      <td>369</td>\n",
       "      <td>7584</td>\n",
       "      <td>6650</td>\n",
       "      <td>20164</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Borough  No_of_CrimesBurglary  No_of_CrimesCriminal Damage  \\\n",
       "0  Barking and Dagenham                  1287                         1949   \n",
       "1                Barnet                  3402                         2183   \n",
       "2                Bexley                  1123                         1673   \n",
       "3                 Brent                  2631                         2280   \n",
       "4               Bromley                  2214                         2202   \n",
       "\n",
       "   No_of_CrimesDrugs  No_of_CrimesOther Notifiable Offences  \\\n",
       "0                919                                    378   \n",
       "1                906                                    499   \n",
       "2                646                                    294   \n",
       "3               2096                                    536   \n",
       "4                728                                    417   \n",
       "\n",
       "   No_of_CrimesRobbery  No_of_CrimesTheft and Handling  \\\n",
       "0                  534                            5607   \n",
       "1                  464                            9731   \n",
       "2                  209                            4392   \n",
       "3                  919                            9026   \n",
       "4                  369                            7584   \n",
       "\n",
       "   No_of_CrimesViolence Against the Person  Total  \n",
       "0                                     6067  16741  \n",
       "1                                     7499  24684  \n",
       "2                                     4503  12840  \n",
       "3                                     9205  26693  \n",
       "4                                     6650  20164  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "London_crime.columns = London_crime.columns.map(''.join)\n",
    "London_crime.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Renaming the columns**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "    }\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>Borough</th>\n",
       "      <th>Burglary</th>\n",
       "      <th>Criminal Damage</th>\n",
       "      <th>Drugs</th>\n",
       "      <th>Other Notifiable Offences</th>\n",
       "      <th>Robbery</th>\n",
       "      <th>Theft and Handling</th>\n",
       "      <th>Violence Against the Person</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Barking and Dagenham</td>\n",
       "      <td>1287</td>\n",
       "      <td>1949</td>\n",
       "      <td>919</td>\n",
       "      <td>378</td>\n",
       "      <td>534</td>\n",
       "      <td>5607</td>\n",
       "      <td>6067</td>\n",
       "      <td>16741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Barnet</td>\n",
       "      <td>3402</td>\n",
       "      <td>2183</td>\n",
       "      <td>906</td>\n",
       "      <td>499</td>\n",
       "      <td>464</td>\n",
       "      <td>9731</td>\n",
       "      <td>7499</td>\n",
       "      <td>24684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bexley</td>\n",
       "      <td>1123</td>\n",
       "      <td>1673</td>\n",
       "      <td>646</td>\n",
       "      <td>294</td>\n",
       "      <td>209</td>\n",
       "      <td>4392</td>\n",
       "      <td>4503</td>\n",
       "      <td>12840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brent</td>\n",
       "      <td>2631</td>\n",
       "      <td>2280</td>\n",
       "      <td>2096</td>\n",
       "      <td>536</td>\n",
       "      <td>919</td>\n",
       "      <td>9026</td>\n",
       "      <td>9205</td>\n",
       "      <td>26693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bromley</td>\n",
       "      <td>2214</td>\n",
       "      <td>2202</td>\n",
       "      <td>728</td>\n",
       "      <td>417</td>\n",
       "      <td>369</td>\n",
       "      <td>7584</td>\n",
       "      <td>6650</td>\n",
       "      <td>20164</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Borough  Burglary  Criminal Damage  Drugs  \\\n",
       "0  Barking and Dagenham      1287             1949    919   \n",
       "1                Barnet      3402             2183    906   \n",
       "2                Bexley      1123             1673    646   \n",
       "3                 Brent      2631             2280   2096   \n",
       "4               Bromley      2214             2202    728   \n",
       "\n",
       "   Other Notifiable Offences  Robbery  Theft and Handling  \\\n",
       "0                        378      534                5607   \n",
       "1                        499      464                9731   \n",
       "2                        294      209                4392   \n",
       "3                        536      919                9026   \n",
       "4                        417      369                7584   \n",
       "\n",
       "   Violence Against the Person  Total  \n",
       "0                         6067  16741  \n",
       "1                         7499  24684  \n",
       "2                         4503  12840  \n",
       "3                         9205  26693  \n",
       "4                         6650  20164  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "London_crime.columns = ['Borough','Burglary', 'Criminal Damage','Drugs','Other Notifiable Offences',\n",
    "                        'Robbery','Theft and Handling','Violence Against the Person','Total']\n",
    "London_crime.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(33, 9)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Shape of the data set \n",
    "London_crime.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# View the Columns in the data frame\n",
    "# London_crime.columns.tolist()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 2: Scraping additional information of the different Boroughs in London from a Wikipedia page \n",
    "**Using Beautiful soup to scrap the latitude and longitiude of the boroughs in London**\n",
    "\n",
    "URL: https://en.wikipedia.org/wiki/List_of_London_boroughs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "  <link href=\"/w/index.php?title=Special:RecentChanges&amp;feed=atom\" rel=\"alternate\" title=\"Wikipedia Atom feed\" type=\"application/atom+xml\"/>\n",
      "  <link href=\"https://en.wikipedia.org/wiki/List_of_London_boroughs\" rel=\"canonical\"/>\n",
      "  <link href=\"//login.wikimedia.org\" rel=\"dns-prefetch\"/>\n",
      "  <link href=\"//meta.wikimedia.org\" rel=\"dns-prefetch\"/>\n",
      " </head>\n",
      " <body class=\"mediawiki ltr sitedir-ltr mw-hide-empty-elt ns-0 ns-subject mw-editable page-List_of_London_boroughs rootpage-List_of_London_boroughs skin-vector action-view skin-vector-legacy\">\n",
      "  <div class=\"noprint\" id=\"mw-page-base\"/>\n",
      "  <div class=\"noprint\" id=\"mw-head-base\"/>\n",
      "  <div class=\"mw-body\" id=\"content\" role=\"main\">\n",
      "   <a id=\"top\"/>\n",
      "   <div class=\"mw-body-content\" id=\"siteNotice\">\n",
      "    <!-- CentralNotice -->\n",
      "   </div>\n",
      "   <div class=\"mw-indicators mw-body-content\">\n",
      "   </div>\n",
      "   <h1 class=\"firstHeading\" id=\"firstHeading\" lang=\"en\">\n",
      "    List of London boroughs\n",
      "   </h1>\n",
      "   <div class=\"mw-body-content\" id=\"bodyContent\">\n",
      "    <div class=\"noprint\" id=\"siteSub\">\n",
      "     From Wikipedia, the free encyclopedia\n",
      "    </div>\n",
      "    <div id=\"contentSub\"/>\n",
      "    <div id=\"contentSub2\"/>\n",
      "    <div id=\"jump-to-nav\"/>\n",
      "    <a class=\"mw-jump-link\" href=\"#mw-head\">\n",
      "     Jump to navigation\n",
      "    </a>\n",
      "    <a class=\"mw-jump-link\" href=\"#searchInput\">\n",
      "     Jump to search\n",
      "    </a>\n",
      "    <div class=\"mw-content-ltr\" dir=\"ltr\" id=\"mw-content-text\" lang=\"en\">\n",
      "     <div class=\"mw-parser-output\">\n",
      "      <p class=\"mw-empty-elt\">\n",
      "      </p>\n",
      "      <div class=\"thumb tright\">\n",
      "       <div class=\"thumbinner\" style=\"width:302px;\">\n",
      "        <a class=\"image\" href=\"/wiki/File:London-boroughs.svg\">\n",
      "         <img alt=\"\" class=\"thumbimage\" data-file-height=\"386\" data-file-width=\"489\" decoding=\"async\" height=\"237\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/29/London-boroughs.svg/300px-London-boroughs.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/29/London-boroughs.svg/450px-London-boroughs.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/29/London-boroughs.svg/600px-London-boroughs.svg.png 2x\" width=\"300\"/>\n",
      "        </a>\n",
      "        <div class=\"thumbcaption\">\n",
      "         <div class=\"magnify\">\n",
      "          <a class=\"internal\" href=\"/wiki/File:London-boroughs.svg\" title=\"Enlarge\"/>\n",
      "         </div>\n",
      "         Map of the 32 London boroughs and the City of London.\n",
      "        </div>\n",
      "       </div>\n",
      "      </div>\n",
      "      <p>\n",
      "       This is a list of\n",
      "       <a href=\"/wiki/Districts_of_England\" title=\"Districts of England\">\n",
      "        local authority districts\n",
      "       </a>\n",
      "       within\n",
      "       <a href=\"/wiki/Greater_London\" title=\"Greater London\">\n",
      "        Greater London\n",
      "       </a>\n",
      "       , including 32\n",
      "       <a href=\"/wiki/London_boroughs\" title=\"London boroughs\">\n",
      "        London boroughs\n",
      "       </a>\n",
      "       and the\n",
      "       <a href=\"/wiki/City_of_London\" title=\"City of London\">\n",
      "        City of London\n",
      "       </a>\n",
      "       . The London boroughs were all created on 1 April 1965. Upon creation, twelve were designated\n",
      "       <a href=\"/wiki/Inner_London\" title=\"Inner London\">\n",
      "        Inner London\n",
      "       </a>\n",
      "       boroughs and the remaining twenty were designated\n",
      "       <a href=\"/wiki/Outer_London\" title=\"Outer London\">\n",
      "        Outer London\n",
      "       </a>\n",
      "       boroughs. The\n",
      "       <a class=\"mw-redirect\" href=\"/wiki/Office_for_National_Statistics\" title=\"Office for National Statistics\">\n",
      "        Office for National Statistics\n",
      "       </a>\n",
      "       has amended the designations of three boroughs for statistics purposes only. Three boroughs have been granted the designation\n",
      "       <a class=\"mw-redirect\" href=\"/wiki/Royal_borough\" title=\"Royal borough\">\n",
      "        royal borough\n",
      "       </a>\n",
      "       and one has\n",
      "       <a href=\"/wiki/City_status_in_the_United_Kingdom\" title=\"City status in the United Kingdom\">\n",
      "        city status\n",
      "       </a>\n",
      "       . For planning purposes, in addition to the boroughs and City there are also two active development corporations, the\n",
      "       <a href=\"/wiki/London_Legacy_Development_Corporation\" title=\"London Legacy Development Corporation\">\n",
      "        London Legacy Development Corporation\n",
      "       </a>\n",
      "       and\n",
      "       <a href=\"/wiki/Old_Oak_and_Park_Royal_Development_Corporation\" title=\"Old Oak and Park Royal Development Corporation\">\n",
      "        Old Oak and Park Royal Development Corporation\n",
      "       </a>\n",
      "       .\n",
      "      </p>\n",
      "      <div aria-labelledby=\"mw-toc-heading\" class=\"toc\" id=\"toc\" role=\"navigation\">\n",
      "       <input class=\"toctogglecheckbox\" id=\"toctogglecheckbox\" role=\"button\" style=\"display:none\" type=\"checkbox\"/>\n",
      "       <div class=\"toctitle\" dir=\"ltr\" lang=\"en\">\n",
      "        <h2 id=\"mw-toc-heading\">\n",
      "         Contents\n",
      "        </h2>\n",
      "        <span class=\"toctogglespan\">\n",
      "         <label class=\"toctogglelabel\" for=\"toctogglecheckbox\"/>\n",
      "        </span>\n",
      "       </div>\n",
      "       <ul>\n",
      "        <li class=\"toclevel-1 tocsection-1\">\n",
      "         <a href=\"#List_of_boroughs_and_local_authorities\">\n",
      "          <span class=\"tocnumber\">\n",
      "           1\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           List of boroughs and local authorities\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "        <li class=\"toclevel-1 tocsection-2\">\n",
      "         <a href=\"#City_of_London\">\n",
      "          <span class=\"tocnumber\">\n",
      "           2\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           City of London\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "        <li class=\"toclevel-1 tocsection-3\">\n",
      "         <a href=\"#See_also\">\n",
      "          <span class=\"tocnumber\">\n",
      "           3\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           See also\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "        <li class=\"toclevel-1 tocsection-4\">\n",
      "         <a href=\"#Notes\">\n",
      "          <span class=\"tocnumber\">\n",
      "           4\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           Notes\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "        <li class=\"toclevel-1 tocsection-5\">\n",
      "         <a href=\"#References\">\n",
      "          <span class=\"tocnumber\">\n",
      "           5\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           References\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "        <li class=\"toclevel-1 tocsection-6\">\n",
      "         <a href=\"#External_links\">\n",
      "          <span class=\"tocnumber\">\n",
      "           6\n",
      "          </span>\n",
      "          <span class=\"toctext\">\n",
      "           External links\n",
      "          </span>\n",
      "         </a>\n",
      "        </li>\n",
      "       </ul>\n",
      "      </div>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"List_of_boroughs_and_local_authorities\">\n",
      "        List of boroughs and local authorities\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=1\" title=\"Edit section: List of boroughs and local authorities\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <table class=\"wikitable sortable\" style=\"font-size:100%\" width=\"100%\">\n",
      "       <tbody>\n",
      "        <tr>\n",
      "         <th>\n",
      "          Borough\n",
      "         </th>\n",
      "         <th>\n",
      "          Inner\n",
      "         </th>\n",
      "         <th>\n",
      "          Status\n",
      "         </th>\n",
      "         <th>\n",
      "          Local authority\n",
      "         </th>\n",
      "         <th>\n",
      "          Political control\n",
      "         </th>\n",
      "         <th>\n",
      "          Headquarters\n",
      "         </th>\n",
      "         <th>\n",
      "          Area (sq mi)\n",
      "         </th>\n",
      "         <th>\n",
      "          Population (2013 est)\n",
      "          <sup class=\"reference\" id=\"cite_ref-1\">\n",
      "           <a href=\"#cite_note-1\">\n",
      "            [1]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </th>\n",
      "         <th>\n",
      "          Co-ordinates\n",
      "         </th>\n",
      "         <th>\n",
      "          <span style=\"background:#67BCD3\">\n",
      "           Nr. in map\n",
      "          </span>\n",
      "         </th>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Barking_and_Dagenham\" title=\"London Borough of Barking and Dagenham\">\n",
      "           Barking and Dagenham\n",
      "          </a>\n",
      "          <sup class=\"reference\" id=\"cite_ref-2\">\n",
      "           <a href=\"#cite_note-2\">\n",
      "            [note 1]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Barking_and_Dagenham_London_Borough_Council\" title=\"Barking and Dagenham London Borough Council\">\n",
      "           Barking and Dagenham London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Barking_Town_Hall\" title=\"Barking Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , 1 Town Square\n",
      "         </td>\n",
      "         <td>\n",
      "          13.93\n",
      "         </td>\n",
      "         <td>\n",
      "          194,352\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5607_N_0.1557_E_region:GB_type:city&amp;title=Barking+and+Dagenham\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°33′39″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°09′21″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5607°N 0.1557°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5607; 0.1557\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Barking and Dagenham\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          25\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Barnet\" title=\"London Borough of Barnet\">\n",
      "           Barnet\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Barnet_London_Borough_Council\" title=\"Barnet London Borough Council\">\n",
      "           Barnet London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hendon_Town_Hall#Barnet_House\" title=\"Hendon Town Hall\">\n",
      "           Barnet House\n",
      "          </a>\n",
      "          , 2 Bristol Avenue, Colindale\n",
      "         </td>\n",
      "         <td>\n",
      "          33.49\n",
      "         </td>\n",
      "         <td>\n",
      "          369,088\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.6252_N_0.1517_W_region:GB_type:city&amp;title=Barnet\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°37′31″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°09′06″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.6252°N 0.1517°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.6252; -0.1517\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Barnet\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          31\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Bexley\" title=\"London Borough of Bexley\">\n",
      "           Bexley\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Bexley_London_Borough_Council\" title=\"Bexley London Borough Council\">\n",
      "           Bexley London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Bexley_Civic_Offices\" title=\"Bexley Civic Offices\">\n",
      "           Civic Offices\n",
      "          </a>\n",
      "          , 2 Watling Street\n",
      "         </td>\n",
      "         <td>\n",
      "          23.38\n",
      "         </td>\n",
      "         <td>\n",
      "          236,687\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4549_N_0.1505_E_region:GB_type:city&amp;title=Bexley\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°27′18″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°09′02″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4549°N 0.1505°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4549; 0.1505\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Bexley\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          23\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Brent\" title=\"London Borough of Brent\">\n",
      "           Brent\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Brent_London_Borough_Council\" title=\"Brent London Borough Council\">\n",
      "           Brent London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Brent_Civic_Centre\" title=\"Brent Civic Centre\">\n",
      "           Brent Civic Centre\n",
      "          </a>\n",
      "          , Engineers Way\n",
      "         </td>\n",
      "         <td>\n",
      "          16.70\n",
      "         </td>\n",
      "         <td>\n",
      "          317,264\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5588_N_0.2817_W_region:GB_type:city&amp;title=Brent\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°33′32″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°16′54″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5588°N 0.2817°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5588; -0.2817\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Brent\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          12\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Bromley\" title=\"London Borough of Bromley\">\n",
      "           Bromley\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Bromley_London_Borough_Council\" title=\"Bromley London Borough Council\">\n",
      "           Bromley London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Bromley_Palace\" title=\"Bromley Palace\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , Stockwell Close\n",
      "         </td>\n",
      "         <td>\n",
      "          57.97\n",
      "         </td>\n",
      "         <td>\n",
      "          317,899\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4039_N_0.0198_E_region:GB_type:city&amp;title=Bromley\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°24′14″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°01′11″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4039°N 0.0198°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4039; 0.0198\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Bromley\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          20\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Camden\" title=\"London Borough of Camden\">\n",
      "           Camden\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Camden_London_Borough_Council\" title=\"Camden London Borough Council\">\n",
      "           Camden London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Camden_Town_Hall\" title=\"Camden Town Hall\">\n",
      "           Camden Town Hall\n",
      "          </a>\n",
      "          , Judd Street\n",
      "         </td>\n",
      "         <td>\n",
      "          8.40\n",
      "         </td>\n",
      "         <td>\n",
      "          229,719\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.529_N_0.1255_W_region:GB_type:city&amp;title=Camden\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°31′44″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°07′32″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5290°N 0.1255°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5290; -0.1255\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Camden\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          11\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Croydon\" title=\"London Borough of Croydon\">\n",
      "           Croydon\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Croydon_London_Borough_Council\" title=\"Croydon London Borough Council\">\n",
      "           Croydon London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Bernard_Weatherill_House\" title=\"Bernard Weatherill House\">\n",
      "           Bernard Weatherill House\n",
      "          </a>\n",
      "          , Mint Walk\n",
      "         </td>\n",
      "         <td>\n",
      "          33.41\n",
      "         </td>\n",
      "         <td>\n",
      "          372,752\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.3714_N_0.0977_W_region:GB_type:city&amp;title=Croydon\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°22′17″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°05′52″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.3714°N 0.0977°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.3714; -0.0977\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Croydon\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          19\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Ealing\" title=\"London Borough of Ealing\">\n",
      "           Ealing\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Ealing_London_Borough_Council\" title=\"Ealing London Borough Council\">\n",
      "           Ealing London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Ealing_Town_Hall#Perceval_House\" title=\"Ealing Town Hall\">\n",
      "           Perceval House\n",
      "          </a>\n",
      "          , 14-16 Uxbridge Road\n",
      "         </td>\n",
      "         <td>\n",
      "          21.44\n",
      "         </td>\n",
      "         <td>\n",
      "          342,494\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.513_N_0.3089_W_region:GB_type:city&amp;title=Ealing\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′47″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°18′32″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5130°N 0.3089°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5130; -0.3089\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Ealing\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          13\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Enfield\" title=\"London Borough of Enfield\">\n",
      "           Enfield\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Enfield_London_Borough_Council\" title=\"Enfield London Borough Council\">\n",
      "           Enfield London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Enfield_Civic_Centre\" title=\"Enfield Civic Centre\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , Silver Street\n",
      "         </td>\n",
      "         <td>\n",
      "          31.74\n",
      "         </td>\n",
      "         <td>\n",
      "          320,524\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.6538_N_0.0799_W_region:GB_type:city&amp;title=Enfield\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°39′14″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°04′48″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.6538°N 0.0799°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.6538; -0.0799\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Enfield\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          30\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Royal_Borough_of_Greenwich\" title=\"Royal Borough of Greenwich\">\n",
      "           Greenwich\n",
      "          </a>\n",
      "          <sup class=\"reference\" id=\"cite_ref-3\">\n",
      "           <a href=\"#cite_note-3\">\n",
      "            [note 2]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "          <sup class=\"reference\" id=\"cite_ref-note2_4-0\">\n",
      "           <a href=\"#cite_note-note2-4\">\n",
      "            [note 3]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a class=\"mw-redirect\" href=\"/wiki/Royal_borough\" title=\"Royal borough\">\n",
      "           Royal\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Greenwich_London_Borough_Council\" title=\"Greenwich London Borough Council\">\n",
      "           Greenwich London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Woolwich_Town_Hall\" title=\"Woolwich Town Hall\">\n",
      "           Woolwich Town Hall\n",
      "          </a>\n",
      "          , Wellington Street\n",
      "         </td>\n",
      "         <td>\n",
      "          18.28\n",
      "         </td>\n",
      "         <td>\n",
      "          264,008\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4892_N_0.0648_E_region:GB_type:city&amp;title=Greenwich\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°29′21″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°03′53″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4892°N 0.0648°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4892; 0.0648\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Greenwich\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          22\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Hackney\" title=\"London Borough of Hackney\">\n",
      "           Hackney\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hackney_London_Borough_Council\" title=\"Hackney London Borough Council\">\n",
      "           Hackney London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hackney_Town_Hall\" title=\"Hackney Town Hall\">\n",
      "           Hackney Town Hall\n",
      "          </a>\n",
      "          , Mare Street\n",
      "         </td>\n",
      "         <td>\n",
      "          7.36\n",
      "         </td>\n",
      "         <td>\n",
      "          257,379\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.545_N_0.0553_W_region:GB_type:city&amp;title=Hackney\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°32′42″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°03′19″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5450°N 0.0553°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5450; -0.0553\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Hackney\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          9\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Hammersmith_and_Fulham\" title=\"London Borough of Hammersmith and Fulham\">\n",
      "           Hammersmith and Fulham\n",
      "          </a>\n",
      "          <sup class=\"reference\" id=\"cite_ref-5\">\n",
      "           <a href=\"#cite_note-5\">\n",
      "            [note 4]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hammersmith_and_Fulham_London_Borough_Council\" title=\"Hammersmith and Fulham London Borough Council\">\n",
      "           Hammersmith and Fulham London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hammersmith_Town_Hall\" title=\"Hammersmith Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , King Street\n",
      "         </td>\n",
      "         <td>\n",
      "          6.33\n",
      "         </td>\n",
      "         <td>\n",
      "          178,685\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4927_N_0.2339_W_region:GB_type:city&amp;title=Hammersmith+and+Fulham\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°29′34″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°14′02″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4927°N 0.2339°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4927; -0.2339\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Hammersmith and Fulham\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          4\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Haringey\" title=\"London Borough of Haringey\">\n",
      "           Haringey\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <sup class=\"reference\" id=\"cite_ref-note2_4-1\">\n",
      "           <a href=\"#cite_note-note2-4\">\n",
      "            [note 3]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Haringey_London_Borough_Council\" title=\"Haringey London Borough Council\">\n",
      "           Haringey London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Haringey_Civic_Centre\" title=\"Haringey Civic Centre\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , High Road\n",
      "         </td>\n",
      "         <td>\n",
      "          11.42\n",
      "         </td>\n",
      "         <td>\n",
      "          263,386\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.6_N_0.1119_W_region:GB_type:city&amp;title=Haringey\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°36′00″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°06′43″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.6000°N 0.1119°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.6000; -0.1119\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Haringey\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          29\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Harrow\" title=\"London Borough of Harrow\">\n",
      "           Harrow\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Harrow_London_Borough_Council\" title=\"Harrow London Borough Council\">\n",
      "           Harrow London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Harrow_Civic_Centre\" title=\"Harrow Civic Centre\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , Station Road\n",
      "         </td>\n",
      "         <td>\n",
      "          19.49\n",
      "         </td>\n",
      "         <td>\n",
      "          243,372\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5898_N_0.3346_W_region:GB_type:city&amp;title=Harrow\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°35′23″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°20′05″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5898°N 0.3346°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5898; -0.3346\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Harrow\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          32\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Havering\" title=\"London Borough of Havering\">\n",
      "           Havering\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Havering_London_Borough_Council\" title=\"Havering London Borough Council\">\n",
      "           Havering London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "          (council\n",
      "          <a href=\"/wiki/No_overall_control\" title=\"No overall control\">\n",
      "           NOC\n",
      "          </a>\n",
      "          )\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Havering_Town_Hall\" title=\"Havering Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , Main Road\n",
      "         </td>\n",
      "         <td>\n",
      "          43.35\n",
      "         </td>\n",
      "         <td>\n",
      "          242,080\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5812_N_0.1837_E_region:GB_type:city&amp;title=Havering\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°34′52″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°11′01″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5812°N 0.1837°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5812; 0.1837\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Havering\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          24\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Hillingdon\" title=\"London Borough of Hillingdon\">\n",
      "           Hillingdon\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hillingdon_London_Borough_Council\" title=\"Hillingdon London Borough Council\">\n",
      "           Hillingdon London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hillingdon_Civic_Centre\" title=\"Hillingdon Civic Centre\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , High Street\n",
      "         </td>\n",
      "         <td>\n",
      "          44.67\n",
      "         </td>\n",
      "         <td>\n",
      "          286,806\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5441_N_0.476_W_region:GB_type:city&amp;title=Hillingdon\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°32′39″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°28′34″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5441°N 0.4760°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5441; -0.4760\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Hillingdon\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          33\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Hounslow\" title=\"London Borough of Hounslow\">\n",
      "           Hounslow\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hounslow_London_Borough_Council\" title=\"Hounslow London Borough Council\">\n",
      "           Hounslow London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Hounslow_Civic_Centre#Hounslow_House\" title=\"Hounslow Civic Centre\">\n",
      "           Hounslow House\n",
      "          </a>\n",
      "          , 7 Bath Road\n",
      "         </td>\n",
      "         <td>\n",
      "          21.61\n",
      "         </td>\n",
      "         <td>\n",
      "          262,407\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4746_N_0.368_W_region:GB_type:city&amp;title=Hounslow\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°28′29″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°22′05″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4746°N 0.3680°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4746; -0.3680\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Hounslow\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          14\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Islington\" title=\"London Borough of Islington\">\n",
      "           Islington\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Islington_London_Borough_Council\" title=\"Islington London Borough Council\">\n",
      "           Islington London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Islington_Town_Hall\" title=\"Islington Town Hall\">\n",
      "           Customer Centre\n",
      "          </a>\n",
      "          , 222 Upper Street\n",
      "         </td>\n",
      "         <td>\n",
      "          5.74\n",
      "         </td>\n",
      "         <td>\n",
      "          215,667\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5416_N_0.1022_W_region:GB_type:city&amp;title=Islington\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°32′30″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°06′08″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5416°N 0.1022°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5416; -0.1022\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Islington\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          10\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Royal_Borough_of_Kensington_and_Chelsea\" title=\"Royal Borough of Kensington and Chelsea\">\n",
      "           Kensington and Chelsea\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a class=\"mw-redirect\" href=\"/wiki/Royal_borough\" title=\"Royal borough\">\n",
      "           Royal\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Kensington_and_Chelsea_London_Borough_Council\" title=\"Kensington and Chelsea London Borough Council\">\n",
      "           Kensington and Chelsea London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Kensington_Town_Hall,_London\" title=\"Kensington Town Hall, London\">\n",
      "           The Town Hall\n",
      "          </a>\n",
      "          ,\n",
      "          <a href=\"/wiki/Hornton_Street\" title=\"Hornton Street\">\n",
      "           Hornton Street\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          4.68\n",
      "         </td>\n",
      "         <td>\n",
      "          155,594\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.502_N_0.1947_W_region:GB_type:city&amp;title=Kensington+and+Chelsea\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′07″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°11′41″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5020°N 0.1947°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5020; -0.1947\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Kensington and Chelsea\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          3\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Royal_Borough_of_Kingston_upon_Thames\" title=\"Royal Borough of Kingston upon Thames\">\n",
      "           Kingston upon Thames\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a class=\"mw-redirect\" href=\"/wiki/Royal_borough\" title=\"Royal borough\">\n",
      "           Royal\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Kingston_upon_Thames_London_Borough_Council\" title=\"Kingston upon Thames London Borough Council\">\n",
      "           Kingston upon Thames London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Liberal_Democrats_(UK)\" title=\"Liberal Democrats (UK)\">\n",
      "           Liberal Democrat\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Kingston_upon_Thames_Guildhall\" title=\"Kingston upon Thames Guildhall\">\n",
      "           Guildhall\n",
      "          </a>\n",
      "          , High Street\n",
      "         </td>\n",
      "         <td>\n",
      "          14.38\n",
      "         </td>\n",
      "         <td>\n",
      "          166,793\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4085_N_0.3064_W_region:GB_type:city&amp;title=Kingston+upon+Thames\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°24′31″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°18′23″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4085°N 0.3064°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4085; -0.3064\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Kingston upon Thames\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          16\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Lambeth\" title=\"London Borough of Lambeth\">\n",
      "           Lambeth\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Lambeth_London_Borough_Council\" title=\"Lambeth London Borough Council\">\n",
      "           Lambeth London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Lambeth_Town_Hall\" title=\"Lambeth Town Hall\">\n",
      "           Lambeth Town Hall\n",
      "          </a>\n",
      "          , Brixton Hill\n",
      "         </td>\n",
      "         <td>\n",
      "          10.36\n",
      "         </td>\n",
      "         <td>\n",
      "          314,242\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4607_N_0.1163_W_region:GB_type:city&amp;title=Lambeth\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°27′39″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°06′59″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4607°N 0.1163°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4607; -0.1163\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Lambeth\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          6\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Lewisham\" title=\"London Borough of Lewisham\">\n",
      "           Lewisham\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Lewisham_London_Borough_Council\" title=\"Lewisham London Borough Council\">\n",
      "           Lewisham London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Lewisham_Town_Hall\" title=\"Lewisham Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , 1 Catford Road\n",
      "         </td>\n",
      "         <td>\n",
      "          13.57\n",
      "         </td>\n",
      "         <td>\n",
      "          286,180\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4452_N_0.0209_W_region:GB_type:city&amp;title=Lewisham\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°26′43″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°01′15″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4452°N 0.0209°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4452; -0.0209\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Lewisham\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          21\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Merton\" title=\"London Borough of Merton\">\n",
      "           Merton\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Merton_London_Borough_Council\" title=\"Merton London Borough Council\">\n",
      "           Merton London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Merton_Civic_Centre\" title=\"Merton Civic Centre\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , London Road\n",
      "         </td>\n",
      "         <td>\n",
      "          14.52\n",
      "         </td>\n",
      "         <td>\n",
      "          203,223\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4014_N_0.1958_W_region:GB_type:city&amp;title=Merton\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°24′05″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°11′45″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4014°N 0.1958°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4014; -0.1958\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Merton\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          17\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Newham\" title=\"London Borough of Newham\">\n",
      "           Newham\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <sup class=\"reference\" id=\"cite_ref-note2_4-2\">\n",
      "           <a href=\"#cite_note-note2-4\">\n",
      "            [note 3]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Newham_London_Borough_Council\" title=\"Newham London Borough Council\">\n",
      "           Newham London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Newham_Town_Hall#Newham_Dockside\" title=\"Newham Town Hall\">\n",
      "           Newham Dockside\n",
      "          </a>\n",
      "          , 1000 Dockside Road\n",
      "         </td>\n",
      "         <td>\n",
      "          13.98\n",
      "         </td>\n",
      "         <td>\n",
      "          318,227\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5077_N_0.0469_E_region:GB_type:city&amp;title=Newham\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′28″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°02′49″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5077°N 0.0469°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5077; 0.0469\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Newham\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          27\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Redbridge\" title=\"London Borough of Redbridge\">\n",
      "           Redbridge\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Redbridge_London_Borough_Council\" title=\"Redbridge London Borough Council\">\n",
      "           Redbridge London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Redbridge_Town_Hall\" title=\"Redbridge Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , 128-142 High Road\n",
      "         </td>\n",
      "         <td>\n",
      "          21.78\n",
      "         </td>\n",
      "         <td>\n",
      "          288,272\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.559_N_0.0741_E_region:GB_type:city&amp;title=Redbridge\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°33′32″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°04′27″E\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5590°N 0.0741°E\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5590; 0.0741\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Redbridge\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          26\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Richmond_upon_Thames\" title=\"London Borough of Richmond upon Thames\">\n",
      "           Richmond upon Thames\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Richmond_upon_Thames_London_Borough_Council\" title=\"Richmond upon Thames London Borough Council\">\n",
      "           Richmond upon Thames London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Liberal_Democrats_(UK)\" title=\"Liberal Democrats (UK)\">\n",
      "           Liberal Democrat\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/York_House,_Twickenham#London_Borough_of_Richmond_upon_Thames\" title=\"York House, Twickenham\">\n",
      "           Civic Centre\n",
      "          </a>\n",
      "          , 44 York Street\n",
      "         </td>\n",
      "         <td>\n",
      "          22.17\n",
      "         </td>\n",
      "         <td>\n",
      "          191,365\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4479_N_0.326_W_region:GB_type:city&amp;title=Richmond+upon+Thames\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°26′52″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°19′34″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4479°N 0.3260°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4479; -0.3260\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Richmond upon Thames\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          15\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Southwark\" title=\"London Borough of Southwark\">\n",
      "           Southwark\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Southwark_London_Borough_Council\" title=\"Southwark London Borough Council\">\n",
      "           Southwark London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/160_Tooley_Street\" title=\"160 Tooley Street\">\n",
      "           160 Tooley Street\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          11.14\n",
      "         </td>\n",
      "         <td>\n",
      "          298,464\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5035_N_0.0804_W_region:GB_type:city&amp;title=Southwark\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′13″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°04′49″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5035°N 0.0804°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5035; -0.0804\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Southwark\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          7\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Sutton\" title=\"London Borough of Sutton\">\n",
      "           Sutton\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Sutton_London_Borough_Council\" title=\"Sutton London Borough Council\">\n",
      "           Sutton London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Liberal_Democrats_(UK)\" title=\"Liberal Democrats (UK)\">\n",
      "           Liberal Democrat\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Sutton_Civic_Offices\" title=\"Sutton Civic Offices\">\n",
      "           Civic Offices\n",
      "          </a>\n",
      "          , St Nicholas Way\n",
      "         </td>\n",
      "         <td>\n",
      "          16.93\n",
      "         </td>\n",
      "         <td>\n",
      "          195,914\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.3618_N_0.1945_W_region:GB_type:city&amp;title=Sutton\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°21′42″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°11′40″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.3618°N 0.1945°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.3618; -0.1945\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Sutton\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          18\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Tower_Hamlets\" title=\"London Borough of Tower Hamlets\">\n",
      "           Tower Hamlets\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Tower_Hamlets_London_Borough_Council\" title=\"Tower Hamlets London Borough Council\">\n",
      "           Tower Hamlets London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Tower_Hamlets_Town_Hall\" title=\"Tower Hamlets Town Hall\">\n",
      "           Town Hall\n",
      "          </a>\n",
      "          , Mulberry Place, 5 Clove Crescent\n",
      "         </td>\n",
      "         <td>\n",
      "          7.63\n",
      "         </td>\n",
      "         <td>\n",
      "          272,890\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5099_N_0.0059_W_region:GB_type:city&amp;title=Tower+Hamlets\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′36″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°00′21″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5099°N 0.0059°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5099; -0.0059\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Tower Hamlets\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          8\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Waltham_Forest\" title=\"London Borough of Waltham Forest\">\n",
      "           Waltham Forest\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Waltham_Forest_London_Borough_Council\" title=\"Waltham Forest London Borough Council\">\n",
      "           Waltham Forest London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Labour_Party_(UK)\" title=\"Labour Party (UK)\">\n",
      "           Labour\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Waltham_Forest_Town_Hall\" title=\"Waltham Forest Town Hall\">\n",
      "           Waltham Forest Town Hall\n",
      "          </a>\n",
      "          , Forest Road\n",
      "         </td>\n",
      "         <td>\n",
      "          14.99\n",
      "         </td>\n",
      "         <td>\n",
      "          265,797\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5908_N_0.0134_W_region:GB_type:city&amp;title=Waltham+Forest\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°35′27″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°00′48″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5908°N 0.0134°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5908; -0.0134\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Waltham Forest\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          28\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/London_Borough_of_Wandsworth\" title=\"London Borough of Wandsworth\">\n",
      "           Wandsworth\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Wandsworth_London_Borough_Council\" title=\"Wandsworth London Borough Council\">\n",
      "           Wandsworth London Borough Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Wandsworth_Town_Hall\" title=\"Wandsworth Town Hall\">\n",
      "           The Town Hall\n",
      "          </a>\n",
      "          ,\n",
      "          <a href=\"/wiki/Wandsworth_High_Street\" title=\"Wandsworth High Street\">\n",
      "           Wandsworth High Street\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          13.23\n",
      "         </td>\n",
      "         <td>\n",
      "          310,516\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4567_N_0.191_W_region:GB_type:city&amp;title=Wandsworth\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°27′24″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°11′28″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4567°N 0.1910°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4567; -0.1910\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Wandsworth\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          5\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/City_of_Westminster\" title=\"City of Westminster\">\n",
      "           Westminster\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/City_status_in_the_United_Kingdom\" title=\"City status in the United Kingdom\">\n",
      "           City\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Westminster_City_Council\" title=\"Westminster City Council\">\n",
      "           Westminster City Council\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Conservative_Party_(UK)\" title=\"Conservative Party (UK)\">\n",
      "           Conservative\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Westminster_City_Hall\" title=\"Westminster City Hall\">\n",
      "           Westminster City Hall\n",
      "          </a>\n",
      "          , 64 Victoria Street\n",
      "         </td>\n",
      "         <td>\n",
      "          8.29\n",
      "         </td>\n",
      "         <td>\n",
      "          226,841\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.4973_N_0.1372_W_region:GB_type:city&amp;title=Westminster\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°29′50″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°08′14″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.4973°N 0.1372°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.4973; -0.1372\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                Westminster\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          2\n",
      "         </td>\n",
      "        </tr>\n",
      "       </tbody>\n",
      "      </table>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"City_of_London\">\n",
      "        City of London\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=2\" title=\"Edit section: City of London\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <p>\n",
      "       The\n",
      "       <a href=\"/wiki/City_of_London\" title=\"City of London\">\n",
      "        City of London\n",
      "       </a>\n",
      "       is the 33rd principal division of Greater London but it is not a London borough.\n",
      "      </p>\n",
      "      <table class=\"wikitable sortable\" style=\"font-size:95%\" width=\"100%\">\n",
      "       <tbody>\n",
      "        <tr>\n",
      "         <th width=\"100px\">\n",
      "          Borough\n",
      "         </th>\n",
      "         <th>\n",
      "          Inner\n",
      "         </th>\n",
      "         <th width=\"100px\">\n",
      "          Status\n",
      "         </th>\n",
      "         <th>\n",
      "          Local authority\n",
      "         </th>\n",
      "         <th>\n",
      "          Political control\n",
      "         </th>\n",
      "         <th width=\"120px\">\n",
      "          Headquarters\n",
      "         </th>\n",
      "         <th>\n",
      "          Area (sq mi)\n",
      "         </th>\n",
      "         <th>\n",
      "          Population\n",
      "          <br/>\n",
      "          (2011 est)\n",
      "         </th>\n",
      "         <th width=\"20px\">\n",
      "          Co-ordinates\n",
      "         </th>\n",
      "         <th>\n",
      "          <span style=\"background:#67BCD3\">\n",
      "           Nr. in\n",
      "           <br/>\n",
      "           map\n",
      "          </span>\n",
      "         </th>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <a href=\"/wiki/City_of_London\" title=\"City of London\">\n",
      "           City of London\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          (\n",
      "          <img alt=\"☑\" data-file-height=\"600\" data-file-width=\"600\" decoding=\"async\" height=\"20\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/20px-Yes_check.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/30px-Yes_check.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/fb/Yes_check.svg/40px-Yes_check.svg.png 2x\" width=\"20\"/>\n",
      "          <span style=\"display:none\">\n",
      "           Y\n",
      "          </span>\n",
      "          )\n",
      "          <br/>\n",
      "          <sup class=\"reference\" id=\"cite_ref-6\">\n",
      "           <a href=\"#cite_note-6\">\n",
      "            [note 5]\n",
      "           </a>\n",
      "          </sup>\n",
      "         </td>\n",
      "         <td>\n",
      "          <i>\n",
      "           <a href=\"/wiki/Sui_generis\" title=\"Sui generis\">\n",
      "            Sui generis\n",
      "           </a>\n",
      "          </i>\n",
      "          ;\n",
      "          <br/>\n",
      "          <a href=\"/wiki/City_status_in_the_United_Kingdom\" title=\"City status in the United Kingdom\">\n",
      "           City\n",
      "          </a>\n",
      "          ;\n",
      "          <br/>\n",
      "          <a href=\"/wiki/Ceremonial_counties_of_England\" title=\"Ceremonial counties of England\">\n",
      "           Ceremonial county\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          <a class=\"mw-redirect\" href=\"/wiki/Corporation_of_London\" title=\"Corporation of London\">\n",
      "           Corporation of London\n",
      "          </a>\n",
      "          ;\n",
      "          <br/>\n",
      "          <a href=\"/wiki/Inner_Temple\" title=\"Inner Temple\">\n",
      "           Inner Temple\n",
      "          </a>\n",
      "          ;\n",
      "          <br/>\n",
      "          <a href=\"/wiki/Middle_Temple\" title=\"Middle Temple\">\n",
      "           Middle Temple\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          ?\n",
      "         </td>\n",
      "         <td>\n",
      "          <a href=\"/wiki/Guildhall,_London\" title=\"Guildhall, London\">\n",
      "           Guildhall\n",
      "          </a>\n",
      "         </td>\n",
      "         <td>\n",
      "          1.12\n",
      "         </td>\n",
      "         <td>\n",
      "          7,000\n",
      "         </td>\n",
      "         <td>\n",
      "          <span class=\"plainlinks nourlexpansion\">\n",
      "           <a class=\"external text\" href=\"//geohack.toolforge.org/geohack.php?pagename=List_of_London_boroughs&amp;params=51.5155_N_0.0922_W_region:GB_type:city&amp;title=City+of+London\" rel=\"nofollow\">\n",
      "            <span class=\"geo-nondefault\">\n",
      "             <span class=\"geo-dms\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "              <span class=\"latitude\">\n",
      "               51°30′56″N\n",
      "              </span>\n",
      "              <span class=\"longitude\">\n",
      "               0°05′32″W\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "            <span class=\"geo-multi-punct\">\n",
      "             ﻿ / ﻿\n",
      "            </span>\n",
      "            <span class=\"geo-default\">\n",
      "             <span class=\"vcard\">\n",
      "              <span class=\"geo-dec\" title=\"Maps, aerial photos, and other data for this location\">\n",
      "               51.5155°N 0.0922°W\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ /\n",
      "               <span class=\"geo\">\n",
      "                51.5155; -0.0922\n",
      "               </span>\n",
      "              </span>\n",
      "              <span style=\"display:none\">\n",
      "               ﻿ (\n",
      "               <span class=\"fn org\">\n",
      "                City of London\n",
      "               </span>\n",
      "               )\n",
      "              </span>\n",
      "             </span>\n",
      "            </span>\n",
      "           </a>\n",
      "          </span>\n",
      "         </td>\n",
      "         <td>\n",
      "          1\n",
      "         </td>\n",
      "        </tr>\n",
      "       </tbody>\n",
      "      </table>\n",
      "      <table class=\"noprint infobox\" id=\"GeoGroup\" style=\"width: 23em; font-size: 88%; line-height: 1.5em\">\n",
      "       <tbody>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <b>\n",
      "           Map all coordinates using:\n",
      "          </b>\n",
      "          <a class=\"external text\" href=\"//tools.wmflabs.org/osm4wiki/cgi-bin/wiki/wiki-osm.pl?project=en&amp;article=List_of_London_boroughs\">\n",
      "           OpenStreetMap\n",
      "          </a>\n",
      "         </td>\n",
      "        </tr>\n",
      "        <tr>\n",
      "         <td>\n",
      "          <b>\n",
      "           Download coordinates as:\n",
      "          </b>\n",
      "          <a class=\"external text\" href=\"//tools.wmflabs.org/kmlexport?article=List_of_London_boroughs\">\n",
      "           KML\n",
      "          </a>\n",
      "          <b>\n",
      "           ·\n",
      "          </b>\n",
      "          <a class=\"external text\" href=\"http://tripgang.com/kml2gpx/http%3A%2F%2Ftools.wmflabs.org%2Fkmlexport%3Farticle%3DList_of_London_boroughs?gpx=1\" rel=\"nofollow\">\n",
      "           GPX\n",
      "          </a>\n",
      "         </td>\n",
      "        </tr>\n",
      "       </tbody>\n",
      "      </table>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"See_also\">\n",
      "        See also\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=3\" title=\"Edit section: See also\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <ul>\n",
      "       <li>\n",
      "        <a class=\"mw-redirect\" href=\"/wiki/Political_make-up_of_London_borough_councils\" title=\"Political make-up of London borough councils\">\n",
      "         Political make-up of London borough councils\n",
      "        </a>\n",
      "       </li>\n",
      "       <li>\n",
      "        <a href=\"/wiki/List_of_areas_of_London\" title=\"List of areas of London\">\n",
      "         List of areas of London\n",
      "        </a>\n",
      "       </li>\n",
      "       <li>\n",
      "        <a href=\"/wiki/Subdivisions_of_England\" title=\"Subdivisions of England\">\n",
      "         Subdivisions of England\n",
      "        </a>\n",
      "       </li>\n",
      "      </ul>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"Notes\">\n",
      "        Notes\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=4\" title=\"Edit section: Notes\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <div class=\"reflist\" style=\"list-style-type: decimal;\">\n",
      "       <div class=\"mw-references-wrap\">\n",
      "        <ol class=\"references\">\n",
      "         <li id=\"cite_note-2\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           <b>\n",
      "            <a href=\"#cite_ref-2\">\n",
      "             ^\n",
      "            </a>\n",
      "           </b>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           Renamed from London Borough of Barking 1 January 1980.\n",
      "           <cite class=\"citation magazine cs1\" id=\"CITEREFGazette48021\">\n",
      "            <a class=\"external text\" href=\"https://www.thegazette.co.uk/London/issue/48021/page/15280\" rel=\"nofollow\">\n",
      "             \"No. 48021\"\n",
      "            </a>\n",
      "            .\n",
      "            <i>\n",
      "             <a href=\"/wiki/The_London_Gazette\" title=\"The London Gazette\">\n",
      "              The London Gazette\n",
      "             </a>\n",
      "            </i>\n",
      "            . 4 December 1979. p. 15280.\n",
      "           </cite>\n",
      "           <span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre=article&amp;rft.jtitle=The+London+Gazette&amp;rft.atitle=No.+48021&amp;rft.pages=15280&amp;rft.date=1979-12-04&amp;rft_id=https%3A%2F%2Fwww.thegazette.co.uk%2FLondon%2Fissue%2F48021%2Fpage%2F15280&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+London+boroughs\"/>\n",
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      "           </style>\n",
      "          </span>\n",
      "         </li>\n",
      "         <li id=\"cite_note-3\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           <b>\n",
      "            <a href=\"#cite_ref-3\">\n",
      "             ^\n",
      "            </a>\n",
      "           </b>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           Royal borough from 2012\n",
      "          </span>\n",
      "         </li>\n",
      "         <li id=\"cite_note-note2-4\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           ^\n",
      "           <a href=\"#cite_ref-note2_4-0\">\n",
      "            <sup>\n",
      "             <i>\n",
      "              <b>\n",
      "               a\n",
      "              </b>\n",
      "             </i>\n",
      "            </sup>\n",
      "           </a>\n",
      "           <a href=\"#cite_ref-note2_4-1\">\n",
      "            <sup>\n",
      "             <i>\n",
      "              <b>\n",
      "               b\n",
      "              </b>\n",
      "             </i>\n",
      "            </sup>\n",
      "           </a>\n",
      "           <a href=\"#cite_ref-note2_4-2\">\n",
      "            <sup>\n",
      "             <i>\n",
      "              <b>\n",
      "               c\n",
      "              </b>\n",
      "             </i>\n",
      "            </sup>\n",
      "           </a>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           Haringey and Newham are Inner London for statistics; Greenwich is Outer London for statistics\n",
      "          </span>\n",
      "         </li>\n",
      "         <li id=\"cite_note-5\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           <b>\n",
      "            <a href=\"#cite_ref-5\">\n",
      "             ^\n",
      "            </a>\n",
      "           </b>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           Renamed from London Borough of Hammersmith 1 April 1979.\n",
      "           <cite class=\"citation magazine cs1\" id=\"CITEREFGazette47771\">\n",
      "            <a class=\"external text\" href=\"https://www.thegazette.co.uk/London/issue/47771/page/2095\" rel=\"nofollow\">\n",
      "             \"No. 47771\"\n",
      "            </a>\n",
      "            .\n",
      "            <i>\n",
      "             <a href=\"/wiki/The_London_Gazette\" title=\"The London Gazette\">\n",
      "              The London Gazette\n",
      "             </a>\n",
      "            </i>\n",
      "            . 13 February 1979. p. 2095.\n",
      "           </cite>\n",
      "           <span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre=article&amp;rft.jtitle=The+London+Gazette&amp;rft.atitle=No.+47771&amp;rft.pages=2095&amp;rft.date=1979-02-13&amp;rft_id=https%3A%2F%2Fwww.thegazette.co.uk%2FLondon%2Fissue%2F47771%2Fpage%2F2095&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+London+boroughs\"/>\n",
      "           <link href=\"mw-data:TemplateStyles:r951705291\" rel=\"mw-deduplicated-inline-style\"/>\n",
      "          </span>\n",
      "         </li>\n",
      "         <li id=\"cite_note-6\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           <b>\n",
      "            <a href=\"#cite_ref-6\">\n",
      "             ^\n",
      "            </a>\n",
      "           </b>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           The City of London was not part of the\n",
      "           <a href=\"/wiki/County_of_London\" title=\"County of London\">\n",
      "            County of London\n",
      "           </a>\n",
      "           and is not a London Borough but can be counted to\n",
      "           <a href=\"/wiki/Inner_London\" title=\"Inner London\">\n",
      "            Inner London\n",
      "           </a>\n",
      "           .\n",
      "          </span>\n",
      "         </li>\n",
      "        </ol>\n",
      "       </div>\n",
      "      </div>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"References\">\n",
      "        References\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=5\" title=\"Edit section: References\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <div class=\"reflist\" style=\"list-style-type: decimal;\">\n",
      "       <div class=\"mw-references-wrap\">\n",
      "        <ol class=\"references\">\n",
      "         <li id=\"cite_note-1\">\n",
      "          <span class=\"mw-cite-backlink\">\n",
      "           <b>\n",
      "            <a href=\"#cite_ref-1\">\n",
      "             ^\n",
      "            </a>\n",
      "           </b>\n",
      "          </span>\n",
      "          <span class=\"reference-text\">\n",
      "           <cite class=\"citation web cs1\" id=\"CITEREFONS2010\">\n",
      "            ONS (2 July 2010).\n",
      "            <a class=\"external text\" href=\"https://webarchive.nationalarchives.gov.uk/20160107070948/http://www.ons.gov.uk/ons/publications/re-reference-tables.html\" rel=\"nofollow\">\n",
      "             \"Release Edition Reference Tables\"\n",
      "            </a>\n",
      "            .\n",
      "            <i>\n",
      "             Webarchive.nationalarchives.gov.uk\n",
      "            </i>\n",
      "            . Archived from\n",
      "            <a class=\"external text\" href=\"http://www.ons.gov.uk/ons/publications/re-reference-tables.html\" rel=\"nofollow\">\n",
      "             the original\n",
      "            </a>\n",
      "            on 7 January 2016\n",
      "            <span class=\"reference-accessdate\">\n",
      "             . Retrieved\n",
      "             <span class=\"nowrap\">\n",
      "              5 February\n",
      "             </span>\n",
      "             2019\n",
      "            </span>\n",
      "            .\n",
      "           </cite>\n",
      "           <span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre=unknown&amp;rft.jtitle=Webarchive.nationalarchives.gov.uk&amp;rft.atitle=Release+Edition+Reference+Tables&amp;rft.date=2010-07-02&amp;rft.au=ONS&amp;rft_id=http%3A%2F%2Fwww.ons.gov.uk%2Fons%2Fpublications%2Fre-reference-tables.html&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+London+boroughs\"/>\n",
      "           <link href=\"mw-data:TemplateStyles:r951705291\" rel=\"mw-deduplicated-inline-style\"/>\n",
      "          </span>\n",
      "         </li>\n",
      "        </ol>\n",
      "       </div>\n",
      "      </div>\n",
      "      <h2>\n",
      "       <span class=\"mw-headline\" id=\"External_links\">\n",
      "        External links\n",
      "       </span>\n",
      "       <span class=\"mw-editsection\">\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         [\n",
      "        </span>\n",
      "        <a href=\"/w/index.php?title=List_of_London_boroughs&amp;action=edit&amp;section=6\" title=\"Edit section: External links\">\n",
      "         edit\n",
      "        </a>\n",
      "        <span class=\"mw-editsection-bracket\">\n",
      "         ]\n",
      "        </span>\n",
      "       </span>\n",
      "      </h2>\n",
      "      <ul>\n",
      "       <li>\n",
      "        <a class=\"external text\" href=\"https://web.archive.org/web/20101010011530/http://londoncouncils.gov.uk/londonlocalgovernment/londonboroughs.htm\" rel=\"nofollow\">\n",
      "         London Councils: List of inner/outer London boroughs\n",
      "        </a>\n",
      "       </li>\n",
      "       <li>\n",
      "        <a class=\"external text\" href=\"http://londonboroughsmap.co.uk/\" rel=\"nofollow\">\n",
      "         London Boroughs Map\n",
      "        </a>\n",
      "       </li>\n",
      "      </ul>\n",
      "      <div aria-labelledby=\"Governance_of_Greater_London\" class=\"navbox\" role=\"navigation\" style=\"padding:3px\">\n",
      "       <table class=\"nowraplinks hlist mw-collapsible mw-collapsed navbox-inner\" style=\"border-spacing:0;background:transparent;color:inherit\">\n",
      "        <tbody>\n",
      "         <tr>\n",
      "          <th class=\"navbox-title\" colspan=\"2\" scope=\"col\">\n",
      "           <div class=\"plainlinks hlist navbar mini\">\n",
      "            <ul>\n",
      "             <li class=\"nv-view\">\n",
      "              <a href=\"/wiki/Template:Governance_of_Greater_London\" title=\"Template:Governance of Greater London\">\n",
      "               <abbr style=\";;background:none transparent;border:none;-moz-box-shadow:none;-webkit-box-shadow:none;box-shadow:none; padding:0;\" title=\"View this template\">\n",
      "                v\n",
      "               </abbr>\n",
      "              </a>\n",
      "             </li>\n",
      "             <li class=\"nv-talk\">\n",
      "              <a href=\"/wiki/Template_talk:Governance_of_Greater_London\" title=\"Template talk:Governance of Greater London\">\n",
      "               <abbr style=\";;background:none transparent;border:none;-moz-box-shadow:none;-webkit-box-shadow:none;box-shadow:none; padding:0;\" title=\"Discuss this template\">\n",
      "                t\n",
      "               </abbr>\n",
      "              </a>\n",
      "             </li>\n",
      "             <li class=\"nv-edit\">\n",
      "              <a class=\"external text\" href=\"https://en.wikipedia.org/w/index.php?title=Template:Governance_of_Greater_London&amp;action=edit\">\n",
      "               <abbr style=\";;background:none transparent;border:none;-moz-box-shadow:none;-webkit-box-shadow:none;box-shadow:none; padding:0;\" title=\"Edit this template\">\n",
      "                e\n",
      "               </abbr>\n",
      "              </a>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "           <div id=\"Governance_of_Greater_London\" style=\"font-size:114%;margin:0 4em\">\n",
      "            Governance of\n",
      "            <a href=\"/wiki/Greater_London\" title=\"Greater London\">\n",
      "             Greater London\n",
      "            </a>\n",
      "           </div>\n",
      "          </th>\n",
      "         </tr>\n",
      "         <tr>\n",
      "          <td class=\"navbox-abovebelow\" colspan=\"2\">\n",
      "           <div id=\"*_City_of_London_*_Greater_London_*_London\">\n",
      "            <ul>\n",
      "             <li>\n",
      "              <a href=\"/wiki/City_of_London\" title=\"City of London\">\n",
      "               City of London\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Greater_London\" title=\"Greater London\">\n",
      "               Greater London\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London\" title=\"London\">\n",
      "               London\n",
      "              </a>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "          </td>\n",
      "         </tr>\n",
      "         <tr>\n",
      "          <th class=\"navbox-group\" scope=\"row\" style=\"width:1%\">\n",
      "           Regional\n",
      "          </th>\n",
      "          <td class=\"navbox-list navbox-odd\" style=\"text-align:left;border-left-width:2px;border-left-style:solid;width:100%;padding:0px\">\n",
      "           <div style=\"padding:0em 0.25em\">\n",
      "            <ul>\n",
      "             <li>\n",
      "              <b>\n",
      "               <a href=\"/wiki/Greater_London_Authority\" title=\"Greater London Authority\">\n",
      "                Greater London Authority\n",
      "               </a>\n",
      "               :\n",
      "              </b>\n",
      "              <a href=\"/wiki/London_Assembly\" title=\"London Assembly\">\n",
      "               London Assembly\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Mayor_of_London\" title=\"Mayor of London\">\n",
      "               Mayor of London\n",
      "              </a>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "          </td>\n",
      "         </tr>\n",
      "         <tr>\n",
      "          <th class=\"navbox-group\" scope=\"row\" style=\"width:1%\">\n",
      "           <a href=\"/wiki/London_boroughs\" title=\"London boroughs\">\n",
      "            Boroughs\n",
      "           </a>\n",
      "           <br/>\n",
      "           (\n",
      "           <a class=\"mw-selflink selflink\">\n",
      "            list\n",
      "           </a>\n",
      "           )\n",
      "          </th>\n",
      "          <td class=\"navbox-list navbox-even\" style=\"text-align:left;border-left-width:2px;border-left-style:solid;width:100%;padding:0px\">\n",
      "           <div style=\"padding:0em 0.25em\">\n",
      "            <ul>\n",
      "             <li>\n",
      "              <b>\n",
      "               <a href=\"/wiki/London_Councils\" title=\"London Councils\">\n",
      "                London Councils\n",
      "               </a>\n",
      "               :\n",
      "              </b>\n",
      "              <a href=\"/wiki/London_Borough_of_Barking_and_Dagenham\" title=\"London Borough of Barking and Dagenham\">\n",
      "               Barking and Dagenham\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Barnet\" title=\"London Borough of Barnet\">\n",
      "               Barnet\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Bexley\" title=\"London Borough of Bexley\">\n",
      "               Bexley\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Brent\" title=\"London Borough of Brent\">\n",
      "               Brent\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Bromley\" title=\"London Borough of Bromley\">\n",
      "               Bromley\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Camden\" title=\"London Borough of Camden\">\n",
      "               Camden\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Croydon\" title=\"London Borough of Croydon\">\n",
      "               Croydon\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Ealing\" title=\"London Borough of Ealing\">\n",
      "               Ealing\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Enfield\" title=\"London Borough of Enfield\">\n",
      "               Enfield\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Royal_Borough_of_Greenwich\" title=\"Royal Borough of Greenwich\">\n",
      "               Greenwich\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Hackney\" title=\"London Borough of Hackney\">\n",
      "               Hackney\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Hammersmith_and_Fulham\" title=\"London Borough of Hammersmith and Fulham\">\n",
      "               Hammersmith and Fulham\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Haringey\" title=\"London Borough of Haringey\">\n",
      "               Haringey\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Harrow\" title=\"London Borough of Harrow\">\n",
      "               Harrow\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Havering\" title=\"London Borough of Havering\">\n",
      "               Havering\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Hillingdon\" title=\"London Borough of Hillingdon\">\n",
      "               Hillingdon\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Hounslow\" title=\"London Borough of Hounslow\">\n",
      "               Hounslow\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Islington\" title=\"London Borough of Islington\">\n",
      "               Islington\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Royal_Borough_of_Kensington_and_Chelsea\" title=\"Royal Borough of Kensington and Chelsea\">\n",
      "               Kensington and Chelsea\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Royal_Borough_of_Kingston_upon_Thames\" title=\"Royal Borough of Kingston upon Thames\">\n",
      "               Kingston upon Thames\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Lambeth\" title=\"London Borough of Lambeth\">\n",
      "               Lambeth\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Lewisham\" title=\"London Borough of Lewisham\">\n",
      "               Lewisham\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Merton\" title=\"London Borough of Merton\">\n",
      "               Merton\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Newham\" title=\"London Borough of Newham\">\n",
      "               Newham\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Redbridge\" title=\"London Borough of Redbridge\">\n",
      "               Redbridge\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Richmond_upon_Thames\" title=\"London Borough of Richmond upon Thames\">\n",
      "               Richmond upon Thames\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Southwark\" title=\"London Borough of Southwark\">\n",
      "               Southwark\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Sutton\" title=\"London Borough of Sutton\">\n",
      "               Sutton\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Tower_Hamlets\" title=\"London Borough of Tower Hamlets\">\n",
      "               Tower Hamlets\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Waltham_Forest\" title=\"London Borough of Waltham Forest\">\n",
      "               Waltham Forest\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_Borough_of_Wandsworth\" title=\"London Borough of Wandsworth\">\n",
      "               Wandsworth\n",
      "              </a>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/City_of_Westminster\" title=\"City of Westminster\">\n",
      "               Westminster\n",
      "              </a>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "          </td>\n",
      "         </tr>\n",
      "         <tr>\n",
      "          <th class=\"navbox-group\" scope=\"row\" style=\"width:1%\">\n",
      "           Ceremonial\n",
      "          </th>\n",
      "          <td class=\"navbox-list navbox-odd\" style=\"text-align:left;border-left-width:2px;border-left-style:solid;width:100%;padding:0px\">\n",
      "           <div style=\"padding:0em 0.25em\">\n",
      "            <ul>\n",
      "             <li>\n",
      "              City of London\n",
      "              <ul>\n",
      "               <li>\n",
      "                <a href=\"/wiki/Lord_Mayor_of_London\" title=\"Lord Mayor of London\">\n",
      "                 Lord Mayor\n",
      "                </a>\n",
      "               </li>\n",
      "               <li>\n",
      "                <a href=\"/wiki/Lord_Lieutenant_of_the_City_of_London\" title=\"Lord Lieutenant of the City of London\">\n",
      "                 Lord Lieutenant\n",
      "                </a>\n",
      "               </li>\n",
      "               <li>\n",
      "                <a href=\"/wiki/Sheriffs_of_the_City_of_London\" title=\"Sheriffs of the City of London\">\n",
      "                 Sheriffs\n",
      "                </a>\n",
      "               </li>\n",
      "              </ul>\n",
      "             </li>\n",
      "             <li>\n",
      "              Greater London\n",
      "              <ul>\n",
      "               <li>\n",
      "                <a href=\"/wiki/Lord-Lieutenant_of_Greater_London\" title=\"Lord-Lieutenant of Greater London\">\n",
      "                 Lord Lieutenant\n",
      "                </a>\n",
      "               </li>\n",
      "               <li>\n",
      "                <a href=\"/wiki/High_Sheriff_of_Greater_London\" title=\"High Sheriff of Greater London\">\n",
      "                 High Sheriff\n",
      "                </a>\n",
      "               </li>\n",
      "              </ul>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "          </td>\n",
      "         </tr>\n",
      "         <tr>\n",
      "          <th class=\"navbox-group\" scope=\"row\" style=\"width:1%\">\n",
      "           <a href=\"/wiki/History_of_local_government_in_London\" title=\"History of local government in London\">\n",
      "            Historical\n",
      "           </a>\n",
      "          </th>\n",
      "          <td class=\"navbox-list navbox-even\" style=\"text-align:left;border-left-width:2px;border-left-style:solid;width:100%;padding:0px\">\n",
      "           <div style=\"padding:0em 0.25em\">\n",
      "            <ul>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Metropolitan_Board_of_Works\" title=\"Metropolitan Board of Works\">\n",
      "               Metropolitan Board of Works\n",
      "              </a>\n",
      "              <span style=\"font-size:85%;\">\n",
      "               (MBW) 1855–1889\n",
      "              </span>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/London_County_Council\" title=\"London County Council\">\n",
      "               London County Council\n",
      "              </a>\n",
      "              <span style=\"font-size:85%;\">\n",
      "               (LCC) 1889–1965\n",
      "              </span>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/Greater_London_Council\" title=\"Greater London Council\">\n",
      "               Greater London Council\n",
      "              </a>\n",
      "              <span style=\"font-size:85%;\">\n",
      "               (GLC) 1965–1986\n",
      "              </span>\n",
      "             </li>\n",
      "             <li>\n",
      "              <a href=\"/wiki/List_of_heads_of_London_government\" title=\"List of heads of London government\">\n",
      "               Leaders\n",
      "              </a>\n",
      "             </li>\n",
      "            </ul>\n",
      "           </div>\n",
      "          </td>\n",
      "         </tr>\n",
      "        </tbody>\n",
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      "      <a dir=\"ltr\" href=\"https://en.wikipedia.org/w/index.php?title=List_of_London_boroughs&amp;oldid=958873870\">\n",
      "       https://en.wikipedia.org/w/index.php?title=List_of_London_boroughs&amp;oldid=958873870\n",
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      "       Categories\n",
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      "      :\n",
      "      <ul>\n",
      "       <li>\n",
      "        <a href=\"/wiki/Category:London_boroughs\" title=\"Category:London boroughs\">\n",
      "         London boroughs\n",
      "        </a>\n",
      "       </li>\n",
      "       <li>\n",
      "        <a href=\"/wiki/Category:Lists_of_places_in_London\" title=\"Category:Lists of places in London\">\n",
      "         Lists of places in London\n",
      "        </a>\n",
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      "    <div style=\"clear: both;\"/>\n",
      "   </footer>\n",
      "   <script>\n",
      "    (RLQ=window.RLQ||[]).push(function(){mw.config.set({\"wgPageParseReport\":{\"limitreport\":{\"cputime\":\"0.396\",\"walltime\":\"0.576\",\"ppvisitednodes\":{\"value\":5183,\"limit\":1000000},\"postexpandincludesize\":{\"value\":79748,\"limit\":2097152},\"templateargumentsize\":{\"value\":1084,\"limit\":2097152},\"expansiondepth\":{\"value\":14,\"limit\":40},\"expensivefunctioncount\":{\"value\":2,\"limit\":500},\"unstrip-depth\":{\"value\":1,\"limit\":20},\"unstrip-size\":{\"value\":12971,\"limit\":5000000},\"entityaccesscount\":{\"value\":0,\"limit\":400},\"timingprofile\":[\"100.00%  437.171      1 -total\",\" 41.58%  181.762      2 Template:Reflist\",\" 35.54%  155.391      2 Template:London_Gazette\",\" 32.32%  141.309      2 Template:Cite_magazine\",\" 16.56%   72.414      1 Template:Use_dmy_dates\",\" 13.93%   60.906     33 Template:Coord\",\"  8.96%   39.168      1 Template:London\",\"  8.08%   35.314     33 Template:English_district_control\",\"  7.48%   32.722      1 Template:Navbox\",\"  6.25%   27.305      2 Template:DMCA\"]},\"scribunto\":{\"limitreport-timeusage\":{\"value\":\"0.120\",\"limit\":\"10.000\"},\"limitreport-memusage\":{\"value\":3498910,\"limit\":52428800}},\"cachereport\":{\"origin\":\"mw1340\",\"timestamp\":\"20200817201428\",\"ttl\":2592000,\"transientcontent\":false}}});});\n",
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      "    {\"@context\":\"https:\\/\\/schema.org\",\"@type\":\"Article\",\"name\":\"List of London boroughs\",\"url\":\"https:\\/\\/en.wikipedia.org\\/wiki\\/List_of_London_boroughs\",\"sameAs\":\"http:\\/\\/www.wikidata.org\\/entity\\/Q6577004\",\"mainEntity\":\"http:\\/\\/www.wikidata.org\\/entity\\/Q6577004\",\"author\":{\"@type\":\"Organization\",\"name\":\"Contributors to Wikimedia projects\"},\"publisher\":{\"@type\":\"Organization\",\"name\":\"Wikimedia Foundation, Inc.\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\/\\/www.wikimedia.org\\/static\\/images\\/wmf-hor-googpub.png\"}},\"datePublished\":\"2010-07-20T07:28:35Z\",\"dateModified\":\"2020-05-26T03:30:43Z\",\"headline\":\"Wikimedia list article\"}\n",
      "   </script>\n",
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      "   </script>\n",
      "  </div>\n",
      " </body>\n",
      "</html>\n"
     ]
    }
   ],
   "source": [
    "# getting data from internet\n",
    "wikipedia_link='https://en.wikipedia.org/wiki/List_of_London_boroughs'\n",
    "raw_wikipedia_page= requests.get(wikipedia_link).text\n",
    "\n",
    "# using beautiful soup to parse the HTML/XML codes.\n",
    "soup = BeautifulSoup(raw_wikipedia_page,'xml')\n",
    "print(soup.prettify())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Converting the table into a data frame**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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