Week3-3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Clustering Neighbourhoods in Toronto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup as bsoup\n",
    "from urllib.request import urlopen as uReq\n",
    "import requests\n",
    "import lxml\n",
    "import pandas as pd\n",
    "from pandas import DataFrame\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "my_url='https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M'\n",
    "r=requests.get(my_url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Parse the html with Soup\n",
    "page=bsoup(r.text,\"html.parser\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "rtable=page.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "results=rtable.find_all('tr')\n",
    "nrows=len(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Postcode', 'Borough', 'Neighbourhood']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "header=results[0].text.split()\n",
    "header"
   ]
  },
  {
   "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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M1A</td>\n",
       "      <td>Not assigned</td>\n",
       "      <td>Not assigned</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M2A</td>\n",
       "      <td>Not assigned</td>\n",
       "      <td>Not assigned</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode           Borough     Neighbourhood\n",
       "0        M1A      Not assigned      Not assigned\n",
       "1        M2A      Not assigned      Not assigned\n",
       "2        M3A        North York         Parkwoods\n",
       "3        M4A        North York  Victoria Village\n",
       "4        M5A  Downtown Toronto      Harbourfront"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "records =[]\n",
    "n=1\n",
    "while n < nrows :\n",
    "    Postcode=results[n].text.split('\\n')[1]\n",
    "    Borough=results[n].text.split('\\n')[2]\n",
    "    Neighborhood=results[n].text.split('\\n')[3]\n",
    "    records.append((Postcode, Borough,Neighborhood))\n",
    "    n=n+1\n",
    "\n",
    "df=pd.DataFrame(records, columns=['PostalCode', 'Borough', 'Neighbourhood'])\n",
    "df.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(288, 3)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PostalCode       77\n",
       "Borough          77\n",
       "Neighbourhood    77\n",
       "dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# How many rows have Borough equal to 'Not assigned'?\n",
    "df[df['Borough']=='Not assigned'].count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# drops those rows where 'Not assigned' appears in column '[Borough]'\n",
    "df1=df[~df.Borough.str.contains(\"Not assigned\")]\n",
    "df1=df1.reset_index(drop=True)"
   ]
  },
  {
   "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",
       "        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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Heights</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode           Borough     Neighbourhood\n",
       "0        M3A        North York         Parkwoods\n",
       "1        M4A        North York  Victoria Village\n",
       "2        M5A  Downtown Toronto      Harbourfront\n",
       "3        M5A  Downtown Toronto       Regent Park\n",
       "4        M6A        North York  Lawrence Heights"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(211, 3)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1.loc[df1['Neighbourhood'] == 'Not assigned', 'Neighbourhood'] = df1['Borough']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Heights</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode           Borough     Neighbourhood\n",
       "0        M3A        North York         Parkwoods\n",
       "1        M4A        North York  Victoria Village\n",
       "2        M5A  Downtown Toronto      Harbourfront\n",
       "3        M5A  Downtown Toronto       Regent Park\n",
       "4        M6A        North York  Lawrence Heights"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.head()           # Now, there are no rows with 'Not assigned' strings anymore"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(211, 3)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Unique Postalcodes : 103\n",
      "Unique Boroughs  : 11\n",
      "Unique Neighbourhoods  :209\n"
     ]
    }
   ],
   "source": [
    "postalcodes = df1['PostalCode'].nunique()\n",
    "boroughs = df1['Borough'].nunique()\n",
    "neighbourhoods= df1['Neighbourhood'].nunique()\n",
    "print('Unique Postalcodes : ' + str(postalcodes))\n",
    "print('Unique Boroughs  : '+ str(boroughs))\n",
    "print('Unique Neighbourhoods  :' + str(neighbourhoods))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "nrows1=len(df1)\n",
    "df2=df1\n",
    "df2.head()\n",
    "nrows2=len(df2)-1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RangeIndex(start=0, stop=103, step=1)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "n=0\n",
    "\n",
    "while n < nrows2 :\n",
    "    post1=df2.iloc[n,0]\n",
    "    #post1\n",
    "    m=n+1\n",
    "    post2=df2.iloc[m,0]\n",
    "    #post2\n",
    "    neigh1=df2.iloc[n,2]\n",
    "    neigh2=df2.iloc[m,2]\n",
    "    if post1==post2:\n",
    "        df2.Neighbourhood[n,2] = neigh1=neigh1+','+neigh2\n",
    "        #df2 = df2[df2.Neighbourhood != 'neigh2']\n",
    "        df2=df2.drop(df2.index[m])\n",
    "        nrows2=nrows2-1\n",
    "        df2 = df2.reset_index(drop=True)\n",
    "    else:\n",
    "        n=n+1\n",
    "\n",
    "\n",
    "#df2 = df2.reset_index(drop=True)\n",
    "# print(post1, post2, 'Nigh1 is...'+ neigh1,',,,,,,,','Nigh2 is...' + neigh2, n,m)\n",
    "df2.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Kingsway Park South West,Mimico NW,The Queensw...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Heights,Lawrence Manor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M7A</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>Queen's Park</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode           Borough  \\\n",
       "0        M3A        North York   \n",
       "1        M4A        North York   \n",
       "2        M5A  Downtown Toronto   \n",
       "3        M6A        North York   \n",
       "4        M7A      Queen's Park   \n",
       "\n",
       "                                       Neighbourhood  \n",
       "0                                          Parkwoods  \n",
       "1                                   Victoria Village  \n",
       "2  Kingsway Park South West,Mimico NW,The Queensw...  \n",
       "3                    Lawrence Heights,Lawrence Manor  \n",
       "4                                       Queen's Park  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Kingsway Park South West,Mimico NW,The Queensw...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Heights,Lawrence Manor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M7A</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>Queen's Park</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>M9A</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Islington Avenue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge,Malvern</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>M3B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills North</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>M4B</td>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Gardens,Parkview Hill</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Ryerson,Garden District</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>M6B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Glencairn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>11</td>\n",
       "      <td>M9B</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Cloverdale,Islington,Martin Grove,Princess Gar...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>12</td>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek,Rouge Hill,Port Union</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>13</td>\n",
       "      <td>M3C</td>\n",
       "      <td>North York</td>\n",
       "      <td>Flemingdon Park,Don Mills South</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>14</td>\n",
       "      <td>M4C</td>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Heights</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PostalCode           Borough  \\\n",
       "0         M3A        North York   \n",
       "1         M4A        North York   \n",
       "2         M5A  Downtown Toronto   \n",
       "3         M6A        North York   \n",
       "4         M7A      Queen's Park   \n",
       "5         M9A         Etobicoke   \n",
       "6         M1B       Scarborough   \n",
       "7         M3B        North York   \n",
       "8         M4B         East York   \n",
       "9         M5B  Downtown Toronto   \n",
       "10        M6B        North York   \n",
       "11        M9B         Etobicoke   \n",
       "12        M1C       Scarborough   \n",
       "13        M3C        North York   \n",
       "14        M4C         East York   \n",
       "\n",
       "                                        Neighbourhood  \n",
       "0                                           Parkwoods  \n",
       "1                                    Victoria Village  \n",
       "2   Kingsway Park South West,Mimico NW,The Queensw...  \n",
       "3                     Lawrence Heights,Lawrence Manor  \n",
       "4                                        Queen's Park  \n",
       "5                                    Islington Avenue  \n",
       "6                                       Rouge,Malvern  \n",
       "7                                     Don Mills North  \n",
       "8                      Woodbine Gardens,Parkview Hill  \n",
       "9                             Ryerson,Garden District  \n",
       "10                                          Glencairn  \n",
       "11  Cloverdale,Islington,Martin Grove,Princess Gar...  \n",
       "12               Highland Creek,Rouge Hill,Port Union  \n",
       "13                    Flemingdon Park,Don Mills South  \n",
       "14                                   Woodbine Heights  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.head(15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 3)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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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>Postal Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M1B</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M1C</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M1E</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M1G</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M1H</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code   Latitude  Longitude\n",
       "0         M1B  43.806686 -79.194353\n",
       "1         M1C  43.784535 -79.160497\n",
       "2         M1E  43.763573 -79.188711\n",
       "3         M1G  43.770992 -79.216917\n",
       "4         M1H  43.773136 -79.239476"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Read the cvs file and convert it to a dataframe\n",
    "#df_pcodes=pd.read_csv('Toronto_Geospatial_Coordinates.csv')\n",
    "#df_pcodes.columns = ['PostalCode','Latitude','Longitude']\n",
    "#df_pcodes.head()\n",
    "\n",
    "# Read the cvs file and convert it to a dataframe\n",
    "\n",
    "url='http://cocl.us/Geospatial_data'\n",
    "df_pcodes=pd.read_csv(url)\n",
    "df_pcodes.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PostalCode</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M1B</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M1C</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M1E</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M1G</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M1H</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode   Latitude  Longitude\n",
       "0        M1B  43.806686 -79.194353\n",
       "1        M1C  43.784535 -79.160497\n",
       "2        M1E  43.763573 -79.188711\n",
       "3        M1G  43.770992 -79.216917\n",
       "4        M1H  43.773136 -79.239476"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_pcodes.columns = ['PostalCode', 'Latitude', 'Longitude']\n",
    "df_pcodes.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "df2s=df2.sort_values('PostalCode')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "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",
       "\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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge,Malvern</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek,Rouge Hill,Port Union</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood,Morningside,West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M1H</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>M1J</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Scarborough Village</td>\n",
       "      <td>43.744734</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>M1K</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>East Birchmount Park,Ionview,Kennedy Park</td>\n",
       "      <td>43.727929</td>\n",
       "      <td>-79.262029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>M1L</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Clairlea,Golden Mile,Oakridge</td>\n",
       "      <td>43.711112</td>\n",
       "      <td>-79.284577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>M1M</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cliffcrest,Cliffside,Scarborough Village West</td>\n",
       "      <td>43.716316</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>M1N</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Birch Cliff,Cliffside West</td>\n",
       "      <td>43.692657</td>\n",
       "      <td>-79.264848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>M1P</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Dorset Park,Scarborough Town Centre,Wexford He...</td>\n",
       "      <td>43.757410</td>\n",
       "      <td>-79.273304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>11</td>\n",
       "      <td>M1R</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Maryvale,Wexford</td>\n",
       "      <td>43.750072</td>\n",
       "      <td>-79.295849</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>12</td>\n",
       "      <td>M1S</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Agincourt</td>\n",
       "      <td>43.794200</td>\n",
       "      <td>-79.262029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>13</td>\n",
       "      <td>M1T</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Clarks Corners,Sullivan,Tam O'Shanter</td>\n",
       "      <td>43.781638</td>\n",
       "      <td>-79.304302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>14</td>\n",
       "      <td>M1V</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Agincourt North,L'Amoreaux East,Milliken,Steel...</td>\n",
       "      <td>43.815252</td>\n",
       "      <td>-79.284577</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PostalCode      Borough                                      Neighbourhood  \\\n",
       "0         M1B  Scarborough                                      Rouge,Malvern   \n",
       "1         M1C  Scarborough               Highland Creek,Rouge Hill,Port Union   \n",
       "2         M1E  Scarborough                    Guildwood,Morningside,West Hill   \n",
       "3         M1G  Scarborough                                             Woburn   \n",
       "4         M1H  Scarborough                                          Cedarbrae   \n",
       "5         M1J  Scarborough                                Scarborough Village   \n",
       "6         M1K  Scarborough          East Birchmount Park,Ionview,Kennedy Park   \n",
       "7         M1L  Scarborough                      Clairlea,Golden Mile,Oakridge   \n",
       "8         M1M  Scarborough      Cliffcrest,Cliffside,Scarborough Village West   \n",
       "9         M1N  Scarborough                         Birch Cliff,Cliffside West   \n",
       "10        M1P  Scarborough  Dorset Park,Scarborough Town Centre,Wexford He...   \n",
       "11        M1R  Scarborough                                   Maryvale,Wexford   \n",
       "12        M1S  Scarborough                                          Agincourt   \n",
       "13        M1T  Scarborough              Clarks Corners,Sullivan,Tam O'Shanter   \n",
       "14        M1V  Scarborough  Agincourt North,L'Amoreaux East,Milliken,Steel...   \n",
       "\n",
       "     Latitude  Longitude  \n",
       "0   43.806686 -79.194353  \n",
       "1   43.784535 -79.160497  \n",
       "2   43.763573 -79.188711  \n",
       "3   43.770992 -79.216917  \n",
       "4   43.773136 -79.239476  \n",
       "5   43.744734 -79.239476  \n",
       "6   43.727929 -79.262029  \n",
       "7   43.711112 -79.284577  \n",
       "8   43.716316 -79.239476  \n",
       "9   43.692657 -79.264848  \n",
       "10  43.757410 -79.273304  \n",
       "11  43.750072 -79.295849  \n",
       "12  43.794200 -79.262029  \n",
       "13  43.781638 -79.304302  \n",
       "14  43.815252 -79.284577  "
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "neighborhoods=pd.merge(df2s,df_pcodes, how='right', on = 'PostalCode')\n",
    "neighborhoods.head(15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 5)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "neighborhoods.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Explore and cluster the neighborhoods in Toronto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solving environment: done\n",
      "\n",
      "\n",
      "==> WARNING: A newer version of conda exists. <==\n",
      "  current version: 4.5.11\n",
      "  latest version: 4.7.12\n",
      "\n",
      "Please update conda by running\n",
      "\n",
      "    $ conda update -n base -c defaults conda\n",
      "\n",
      "\n",
      "\n",
      "# All requested packages already installed.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import numpy as np # library to handle data in a vectorized manner\n",
    "\n",
    "import pandas as pd # library for data analsysis\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', None)\n",
    "\n",
    "import json # library to handle JSON files\n",
    "\n",
    "#!conda install -c conda-forge geopy --yes # uncomment this line if you haven't completed the Foursquare API lab\n",
    "from geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n",
    "\n",
    "import requests # library to handle requests\n",
    "from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe\n",
    "\n",
    "# Matplotlib and associated plotting modules\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "# import k-means from clustering stage\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "!conda install -c conda-forge folium=0.5.0 --yes # uncomment this line if you haven't completed the Foursquare API lab\n",
    "import folium # map rendering library"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Focussing on a subset of all the Boroughs that contain the word \"Toronto\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(38, 5)"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_data= neighborhoods[neighborhoods['Borough'].str.contains('Toronto', na = False)].reset_index(drop=True)\n",
    "toronto_data.head()\n",
    "toronto_data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "#LatLong for Toronto\n",
    "latitude = 43.6532\n",
    "longitude= -79.3832"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
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    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
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  "lineJoin": "round",
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  "radius": 5,
  "stroke": true,
  "weight": 3
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                ).addTo(map_f12823d5d08648fea3012e0b697b4b6c);
            
    
            var popup_9d3a815e1b09406691b668f5e7f4d8a1 = L.popup({maxWidth: '300'});

            
                var html_f8b310a28c414aa997768a0ac9a03920 = $('<div id="html_f8b310a28c414aa997768a0ac9a03920" style="width: 100.0%; height: 100.0%;">High Park,The Junction South</div>')[0];
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            circle_marker_dfa5ff983775405b8b5e0e119a34ffd9.bindPopup(popup_9d3a815e1b09406691b668f5e7f4d8a1);

            
        
    
            var circle_marker_8139ae3e44494b2a9593c0ce3a6bf787 = L.circleMarker(
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                {
  "bubblingMouseEvents": true,
  "color": "blue",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3186cc",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_f12823d5d08648fea3012e0b697b4b6c);
            
    
            var popup_9d1af24a097540d391767cc39b6e123c = L.popup({maxWidth: '300'});

            
                var html_a44bf83184674378b713106be7079750 = $('<div id="html_a44bf83184674378b713106be7079750" style="width: 100.0%; height: 100.0%;">Parkdale,Roncesvalles</div>')[0];
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                [43.6515706,-79.4844499],
                {
  "bubblingMouseEvents": true,
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  "dashOffset": null,
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  "fillColor": "#3186cc",
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  "lineJoin": "round",
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  "radius": 5,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_f12823d5d08648fea3012e0b697b4b6c);
            
    
            var popup_997c69f35c6c4e56a0070121615ff24d = L.popup({maxWidth: '300'});

            
                var html_43bb387ee3c944a3b5989ebbe8fb1665 = $('<div id="html_43bb387ee3c944a3b5989ebbe8fb1665" style="width: 100.0%; height: 100.0%;">Runnymede,Swansea</div>')[0];
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                [43.6627439,-79.321558],
                {
  "bubblingMouseEvents": true,
  "color": "blue",
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  "dashOffset": null,
  "fill": true,
  "fillColor": "#3186cc",
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  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
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  "radius": 5,
  "stroke": true,
  "weight": 3
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                ).addTo(map_f12823d5d08648fea3012e0b697b4b6c);
            
    
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                var html_d0ecfba5a7c54512addf0973681a7d9a = $('<div id="html_d0ecfba5a7c54512addf0973681a7d9a" style="width: 100.0%; height: 100.0%;">Business Reply Mail Processing Centre 969 Eastern</div>')[0];
                popup_10b831fede614abbb8895ea5b183b749.setContent(html_d0ecfba5a7c54512addf0973681a7d9a);
            

            circle_marker_a4d8cd6083894adfa76d9cbcb81fb5a3.bindPopup(popup_10b831fede614abbb8895ea5b183b749);

            
        
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f1ad6e87438>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map of Toronto using latitude and longitude values above:\n",
    "map_toronto = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# add markers to map\n",
    "for lat, lng, label in zip(toronto_data['Latitude'], toronto_data['Longitude'], toronto_data['Neighbourhood']):\n",
    "    label = folium.Popup(label, parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color='blue',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc',\n",
    "        fill_opacity=0.7,\n",
    "        parse_html=False).add_to(map_toronto)  \n",
    "    \n",
    "map_toronto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Foursquare Details\n",
    "CLIENT_ID='0KLG2CTW50DIRCBWBXZPBIO3QOOO3S3TY0BFAH3VQG4EUNWW'\n",
    "CLIENT_SECRET='JRDQTE2JO5CUPWTFACK00QYSE2103XO0M1OZGIKY0FDGWKB5'\n",
    "VERSION='20190323'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "LIMIT = 100 # limit of number of venues returned by Foursquare API\n",
    "radius = 500 # define radius"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=500):\n",
    "    \n",
    "    venues_list=[]\n",
    "    for name, lat, lng in zip(names, latitudes, longitudes):\n",
    "        print(name)\n",
    "            \n",
    "        # create the API request URL\n",
    "        url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(\n",
    "            CLIENT_ID, \n",
    "            CLIENT_SECRET, \n",
    "            VERSION, \n",
    "            lat, \n",
    "            lng, \n",
    "            radius, \n",
    "            LIMIT)\n",
    "            \n",
    "        # make the GET request\n",
    "        results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "        \n",
    "        # return only relevant information for each nearby venue\n",
    "        venues_list.append([(\n",
    "            name, \n",
    "            lat, \n",
    "            lng, \n",
    "            v['venue']['name'], \n",
    "            v['venue']['location']['lat'], \n",
    "            v['venue']['location']['lng'],  \n",
    "            v['venue']['categories'][0]['name']) for v in results])\n",
    "\n",
    "    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])\n",
    "    nearby_venues.columns = ['Neighborhood', \n",
    "                  'Neighborhood Latitude', \n",
    "                  'Neighborhood Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    \n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The Beaches\n",
      "The Danforth West,Riverdale\n",
      "The Beaches West,India Bazaar\n",
      "Studio District\n",
      "Lawrence Park\n",
      "Davisville North\n",
      "North Toronto West\n",
      "Davisville\n",
      "Moore Park,Summerhill East\n",
      "Deer Park,Forest Hill SE,Rathnelly,South Hill,Summerhill West\n",
      "Rosedale\n",
      "Cabbagetown,St. James Town\n",
      "Church and Wellesley\n",
      "Kingsway Park South West,Mimico NW,The Queensway West,Royal York South West,South of Bloor\n",
      "Ryerson,Garden District\n",
      "St. James Town\n",
      "Berczy Park\n",
      "Central Bay Street\n",
      "Adelaide,King,Richmond\n",
      "Harbourfront East,Toronto Islands,Union Station\n",
      "Design Exchange,Toronto Dominion Centre\n",
      "Commerce Court,Victoria Hotel\n",
      "Roselawn\n",
      "Forest Hill North,Forest Hill West\n",
      "The Annex,North Midtown,Yorkville\n",
      "Harbord,University of Toronto\n",
      "Chinatown,Grange Park,Kensington Market\n",
      "CN Tower,Bathurst Quay,Island airport,Harbourfront West,King and Spadina,Railway Lands,South Niagara\n",
      "Stn A PO Boxes 25 The Esplanade\n",
      "First Canadian Place,Underground city\n",
      "Christie\n",
      "Dovercourt Village,Dufferin\n",
      "Little Portugal,Trinity\n",
      "Brockton,Exhibition Place,Parkdale Village\n",
      "High Park,The Junction South\n",
      "Parkdale,Roncesvalles\n",
      "Runnymede,Swansea\n",
      "Business Reply Mail Processing Centre 969 Eastern\n"
     ]
    }
   ],
   "source": [
    "toronto_venues = getNearbyVenues(names=toronto_data['Neighbourhood'],\n",
    "                                   latitudes=toronto_data['Latitude'],\n",
    "                                   longitudes=toronto_data['Longitude']\n",
    "                                  )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1724, 7)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\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>Neighborhood</th>\n",
       "      <th>Neighborhood Latitude</th>\n",
       "      <th>Neighborhood Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Glen Manor Ravine</td>\n",
       "      <td>43.676821</td>\n",
       "      <td>-79.293942</td>\n",
       "      <td>Trail</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>The Big Carrot Natural Food Market</td>\n",
       "      <td>43.678879</td>\n",
       "      <td>-79.297734</td>\n",
       "      <td>Health Food Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Grover Pub and Grub</td>\n",
       "      <td>43.679181</td>\n",
       "      <td>-79.297215</td>\n",
       "      <td>Pub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Upper Beaches</td>\n",
       "      <td>43.680563</td>\n",
       "      <td>-79.292869</td>\n",
       "      <td>Neighborhood</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>The Danforth West,Riverdale</td>\n",
       "      <td>43.679557</td>\n",
       "      <td>-79.352188</td>\n",
       "      <td>Pantheon</td>\n",
       "      <td>43.677621</td>\n",
       "      <td>-79.351434</td>\n",
       "      <td>Greek Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  Neighborhood  Neighborhood Latitude  Neighborhood Longitude  \\\n",
       "0                  The Beaches              43.676357              -79.293031   \n",
       "1                  The Beaches              43.676357              -79.293031   \n",
       "2                  The Beaches              43.676357              -79.293031   \n",
       "3                  The Beaches              43.676357              -79.293031   \n",
       "4  The Danforth West,Riverdale              43.679557              -79.352188   \n",
       "\n",
       "                                Venue  Venue Latitude  Venue Longitude  \\\n",
       "0                   Glen Manor Ravine       43.676821       -79.293942   \n",
       "1  The Big Carrot Natural Food Market       43.678879       -79.297734   \n",
       "2                 Grover Pub and Grub       43.679181       -79.297215   \n",
       "3                       Upper Beaches       43.680563       -79.292869   \n",
       "4                            Pantheon       43.677621       -79.351434   \n",
       "\n",
       "      Venue Category  \n",
       "0              Trail  \n",
       "1  Health Food Store  \n",
       "2                Pub  \n",
       "3       Neighborhood  \n",
       "4   Greek Restaurant  "
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(toronto_venues.shape)\n",
    "toronto_venues.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "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>Neighborhood Latitude</th>\n",
       "      <th>Neighborhood Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Neighborhood</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",
       "      <td>Adelaide,King,Richmond</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brockton,Exhibition Place,Parkdale Village</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>CN Tower,Bathurst Quay,Island airport,Harbourfront West,King and Spadina,Railway Lands,South Niagara</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Cabbagetown,St. James Town</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>88</td>\n",
       "      <td>88</td>\n",
       "      <td>88</td>\n",
       "      <td>88</td>\n",
       "      <td>88</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Chinatown,Grange Park,Kensington Market</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Christie</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Commerce Court,Victoria Hotel</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Davisville</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Davisville North</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Deer Park,Forest Hill SE,Rathnelly,South Hill,Summerhill West</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Design Exchange,Toronto Dominion Centre</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Dovercourt Village,Dufferin</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>First Canadian Place,Underground city</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Forest Hill North,Forest Hill West</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Harbord,University of Toronto</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Harbourfront East,Toronto Islands,Union Station</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>High Park,The Junction South</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Kingsway Park South West,Mimico NW,The Queensway West,Royal York South West,South of Bloor</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Little Portugal,Trinity</td>\n",
       "      <td>67</td>\n",
       "      <td>67</td>\n",
       "      <td>67</td>\n",
       "      <td>67</td>\n",
       "      <td>67</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Moore Park,Summerhill East</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Parkdale,Roncesvalles</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Rosedale</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Roselawn</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Runnymede,Swansea</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Ryerson,Garden District</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>St. James Town</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Studio District</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>The Annex,North Midtown,Yorkville</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>The Beaches</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>The Beaches West,India Bazaar</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>The Danforth West,Riverdale</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    Neighborhood Latitude  \\\n",
       "Neighborhood                                                                \n",
       "Adelaide,King,Richmond                                                100   \n",
       "Berczy Park                                                            57   \n",
       "Brockton,Exhibition Place,Parkdale Village                             25   \n",
       "Business Reply Mail Processing Centre 969 Eastern                      17   \n",
       "CN Tower,Bathurst Quay,Island airport,Harbourfr...                     17   \n",
       "Cabbagetown,St. James Town                                             44   \n",
       "Central Bay Street                                                     88   \n",
       "Chinatown,Grange Park,Kensington Market                               100   \n",
       "Christie                                                               16   \n",
       "Church and Wellesley                                                   87   \n",
       "Commerce Court,Victoria Hotel                                         100   \n",
       "Davisville                                                             35   \n",
       "Davisville North                                                        8   \n",
       "Deer Park,Forest Hill SE,Rathnelly,South Hill,S...                     16   \n",
       "Design Exchange,Toronto Dominion Centre                               100   \n",
       "Dovercourt Village,Dufferin                                            16   \n",
       "First Canadian Place,Underground city                                 100   \n",
       "Forest Hill North,Forest Hill West                                      4   \n",
       "Harbord,University of Toronto                                          34   \n",
       "Harbourfront East,Toronto Islands,Union Station                       100   \n",
       "High Park,The Junction South                                           25   \n",
       "Kingsway Park South West,Mimico NW,The Queenswa...                     53   \n",
       "Lawrence Park                                                           3   \n",
       "Little Portugal,Trinity                                                67   \n",
       "Moore Park,Summerhill East                                              3   \n",
       "North Toronto West                                                     22   \n",
       "Parkdale,Roncesvalles                                                  15   \n",
       "Rosedale                                                                5   \n",
       "Roselawn                                                                3   \n",
       "Runnymede,Swansea                                                      35   \n",
       "Ryerson,Garden District                                               100   \n",
       "St. James Town                                                        100   \n",
       "Stn A PO Boxes 25 The Esplanade                                        99   \n",
       "Studio District                                                        41   \n",
       "The Annex,North Midtown,Yorkville                                      21   \n",
       "The Beaches                                                             4   \n",
       "The Beaches West,India Bazaar                                          22   \n",
       "The Danforth West,Riverdale                                            42   \n",
       "\n",
       "                                                    Neighborhood Longitude  \\\n",
       "Neighborhood                                                                 \n",
       "Adelaide,King,Richmond                                                 100   \n",
       "Berczy Park                                                             57   \n",
       "Brockton,Exhibition Place,Parkdale Village                              25   \n",
       "Business Reply Mail Processing Centre 969 Eastern                       17   \n",
       "CN Tower,Bathurst Quay,Island airport,Harbourfr...                      17   \n",
       "Cabbagetown,St. James Town                                              44   \n",
       "Central Bay Street                                                      88   \n",
       "Chinatown,Grange Park,Kensington Market                                100   \n",
       "Christie                                                                16   \n",
       "Church and Wellesley                                                    87   \n",
       "Commerce Court,Victoria Hotel                                          100   \n",
       "Davisville                                                              35   \n",
       "Davisville North                                                         8   \n",
       "Deer Park,Forest Hill SE,Rathnelly,South Hill,S...                      16   \n",
       "Design Exchange,Toronto Dominion Centre                                100   \n",
       "Dovercourt Village,Dufferin                                             16   \n",
       "First Canadian Place,Underground city                                  100   \n",
       "Forest Hill North,Forest Hill West                                       4   \n",
       "Harbord,University of Toronto                                           34   \n",
       "Harbourfront East,Toronto Islands,Union Station                        100   \n",
       "High Park,The Junction South                                            25   \n",
       "Kingsway Park South West,Mimico NW,The Queenswa...                      53   \n",
       "Lawrence Park                                                            3   \n",
       "Little Portugal,Trinity                                                 67   \n",
       "Moore Park,Summerhill East                                               3   \n",
       "North Toronto West                                                      22   \n",
       "Parkdale,Roncesvalles                                                   15   \n",
       "Rosedale                                                                 5   \n",
       "Roselawn                                                                 3   \n",
       "Runnymede,Swansea                                                       35   \n",
       "Ryerson,Garden District                                                100   \n",
       "St. James Town                                                         100   \n",
       "Stn A PO Boxes 25 The Esplanade                                         99   \n",
       "Studio District                                                         41   \n",
       "The Annex,North Midtown,Yorkville                                       21   \n",
       "The Beaches                                                              4   \n",
       "The Beaches West,India Bazaar                                           22   \n",
       "The Danforth West,Riverdale                                             42   \n",
       "\n",
       "                                                    Venue  Venue Latitude  \\\n",
       "Neighborhood                                                                \n",
       "Adelaide,King,Richmond                                100             100   \n",
       "Berczy Park                                            57              57   \n",
       "Brockton,Exhibition Place,Parkdale Village             25              25   \n",
       "Business Reply Mail Processing Centre 969 Eastern      17              17   \n",
       "CN Tower,Bathurst Quay,Island airport,Harbourfr...     17              17   \n",
       "Cabbagetown,St. James Town                             44              44   \n",
       "Central Bay Street                                     88              88   \n",
       "Chinatown,Grange Park,Kensington Market               100             100   \n",
       "Christie                                               16              16   \n",
       "Church and Wellesley                                   87              87   \n",
       "Commerce Court,Victoria Hotel                         100             100   \n",
       "Davisville                                             35              35   \n",
       "Davisville North                                        8               8   \n",
       "Deer Park,Forest Hill SE,Rathnelly,South Hill,S...     16              16   \n",
       "Design Exchange,Toronto Dominion Centre               100             100   \n",
       "Dovercourt Village,Dufferin                            16              16   \n",
       "First Canadian Place,Underground city                 100             100   \n",
       "Forest Hill North,Forest Hill West                      4               4   \n",
       "Harbord,University of Toronto                          34              34   \n",
       "Harbourfront East,Toronto Islands,Union Station       100             100   \n",
       "High Park,The Junction South                           25              25   \n",
       "Kingsway Park South West,Mimico NW,The Queenswa...     53              53   \n",
       "Lawrence Park                                           3               3   \n",
       "Little Portugal,Trinity                                67              67   \n",
       "Moore Park,Summerhill East                              3               3   \n",
       "North Toronto West                                     22              22   \n",
       "Parkdale,Roncesvalles                                  15              15   \n",
       "Rosedale                                                5               5   \n",
       "Roselawn                                                3               3   \n",
       "Runnymede,Swansea                                      35              35   \n",
       "Ryerson,Garden District                               100             100   \n",
       "St. James Town                                        100             100   \n",
       "Stn A PO Boxes 25 The Esplanade                        99              99   \n",
       "Studio District                                        41              41   \n",
       "The Annex,North Midtown,Yorkville                      21              21   \n",
       "The Beaches                                             4               4   \n",
       "The Beaches West,India Bazaar                          22              22   \n",
       "The Danforth West,Riverdale                            42              42   \n",
       "\n",
       "                                                    Venue Longitude  \\\n",
       "Neighborhood                                                          \n",
       "Adelaide,King,Richmond                                          100   \n",
       "Berczy Park                                                      57   \n",
       "Brockton,Exhibition Place,Parkdale Village                       25   \n",
       "Business Reply Mail Processing Centre 969 Eastern                17   \n",
       "CN Tower,Bathurst Quay,Island airport,Harbourfr...               17   \n",
       "Cabbagetown,St. James Town                                       44   \n",
       "Central Bay Street                                               88   \n",
       "Chinatown,Grange Park,Kensington Market                         100   \n",
       "Christie                                                         16   \n",
       "Church and Wellesley                                             87   \n",
       "Commerce Court,Victoria Hotel                                   100   \n",
       "Davisville                                                       35   \n",
       "Davisville North                                                  8   \n",
       "Deer Park,Forest Hill SE,Rathnelly,South Hill,S...               16   \n",
       "Design Exchange,Toronto Dominion Centre                         100   \n",
       "Dovercourt Village,Dufferin                                      16   \n",
       "First Canadian Place,Underground city                           100   \n",
       "Forest Hill North,Forest Hill West                                4   \n",
       "Harbord,University of Toronto                                    34   \n",
       "Harbourfront East,Toronto Islands,Union Station                 100   \n",
       "High Park,The Junction South                                     25   \n",
       "Kingsway Park South West,Mimico NW,The Queenswa...               53   \n",
       "Lawrence Park                                                     3   \n",
       "Little Portugal,Trinity                                          67   \n",
       "Moore Park,Summerhill East                                        3   \n",
       "North Toronto West                                               22   \n",
       "Parkdale,Roncesvalles                                            15   \n",
       "Rosedale                                                          5   \n",
       "Roselawn                                                          3   \n",
       "Runnymede,Swansea                                                35   \n",
       "Ryerson,Garden District                                         100   \n",
       "St. James Town                                                  100   \n",
       "Stn A PO Boxes 25 The Esplanade                                  99   \n",
       "Studio District                                                  41   \n",
       "The Annex,North Midtown,Yorkville                                21   \n",
       "The Beaches                                                       4   \n",
       "The Beaches West,India Bazaar                                    22   \n",
       "The Danforth West,Riverdale                                      42   \n",
       "\n",
       "                                                    Venue Category  \n",
       "Neighborhood                                                        \n",
       "Adelaide,King,Richmond                                         100  \n",
       "Berczy Park                                                     57  \n",
       "Brockton,Exhibition Place,Parkdale Village                      25  \n",
       "Business Reply Mail Processing Centre 969 Eastern               17  \n",
       "CN Tower,Bathurst Quay,Island airport,Harbourfr...              17  \n",
       "Cabbagetown,St. James Town                                      44  \n",
       "Central Bay Street                                              88  \n",
       "Chinatown,Grange Park,Kensington Market                        100  \n",
       "Christie                                                        16  \n",
       "Church and Wellesley                                            87  \n",
       "Commerce Court,Victoria Hotel                                  100  \n",
       "Davisville                                                      35  \n",
       "Davisville North                                                 8  \n",
       "Deer Park,Forest Hill SE,Rathnelly,South Hill,S...              16  \n",
       "Design Exchange,Toronto Dominion Centre                        100  \n",
       "Dovercourt Village,Dufferin                                     16  \n",
       "First Canadian Place,Underground city                          100  \n",
       "Forest Hill North,Forest Hill West                               4  \n",
       "Harbord,University of Toronto                                   34  \n",
       "Harbourfront East,Toronto Islands,Union Station                100  \n",
       "High Park,The Junction South                                    25  \n",
       "Kingsway Park South West,Mimico NW,The Queenswa...              53  \n",
       "Lawrence Park                                                    3  \n",
       "Little Portugal,Trinity                                         67  \n",
       "Moore Park,Summerhill East                                       3  \n",
       "North Toronto West                                              22  \n",
       "Parkdale,Roncesvalles                                           15  \n",
       "Rosedale                                                         5  \n",
       "Roselawn                                                         3  \n",
       "Runnymede,Swansea                                               35  \n",
       "Ryerson,Garden District                                        100  \n",
       "St. James Town                                                 100  \n",
       "Stn A PO Boxes 25 The Esplanade                                 99  \n",
       "Studio District                                                 41  \n",
       "The Annex,North Midtown,Yorkville                               21  \n",
       "The Beaches                                                      4  \n",
       "The Beaches West,India Bazaar                                   22  \n",
       "The Danforth West,Riverdale                                     42  "
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Venues returned for each neighborhood\n",
    "toronto_venues.groupby('Neighborhood').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 240 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('There are {} uniques categories.'.format(len(toronto_venues['Venue Category'].unique())))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Neighborhood analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "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>Neighbourhood</th>\n",
       "      <th>Afghan Restaurant</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Food Court</th>\n",
       "      <th>Airport Gate</th>\n",
       "      <th>Airport Lounge</th>\n",
       "      <th>Airport Service</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Antique Shop</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Art Museum</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Workshop</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Baseball Stadium</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Boat or Ferry</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Building</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Camera Store</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Church</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Arts Building</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>Colombian Restaurant</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Cupcake Shop</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Discount Store</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Doner Restaurant</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Filipino Restaurant</th>\n",
       "      <th>Fish &amp; Chips Shop</th>\n",
       "      <th>Fish Market</th>\n",
       "      <th>Flea Market</th>\n",
       "      <th>Flower Shop</th>\n",
       "      <th>Food</th>\n",
       "      <th>Food &amp; Drink Shop</th>\n",
       "      <th>Food Court</th>\n",
       "      <th>Food Truck</th>\n",
       "      <th>Fountain</th>\n",
       "      <th>French Restaurant</th>\n",
       "      <th>Fried Chicken Joint</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>German Restaurant</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Gluten-free Restaurant</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Greek Restaurant</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Health &amp; Beauty Service</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Home Service</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hospital</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>Hotpot Restaurant</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Irish Pub</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Jewish Restaurant</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Mac &amp; Cheese Joint</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Massage Studio</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>New American Restaurant</th>\n",
       "      <th>Nightclub</th>\n",
       "      <th>Noodle House</th>\n",
       "      <th>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Optical Shop</th>\n",
       "      <th>Organic Grocery</th>\n",
       "      <th>Other Great Outdoors</th>\n",
       "      <th>Park</th>\n",
       "      <th>Performing Arts Venue</th>\n",
       "      <th>Persian Restaurant</th>\n",
       "      <th>Pet Store</th>\n",
       "      <th>Pharmacy</th>\n",
       "      <th>Pizza Place</th>\n",
       "      <th>Plane</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Poke Place</th>\n",
       "      <th>Polish Restaurant</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Poutine Place</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Recording Studio</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Roof Deck</th>\n",
       "      <th>Sake Bar</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Smoothie Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soup Place</th>\n",
       "      <th>Southern / Soul Food Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Stadium</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Strip Club</th>\n",
       "      <th>Summer Camp</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tanning Salon</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Thrift / Vintage Store</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Video Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Neighbourhood  Afghan Restaurant  Airport  \\\n",
       "0                  The Beaches                  0        0   \n",
       "1                  The Beaches                  0        0   \n",
       "2                  The Beaches                  0        0   \n",
       "3                  The Beaches                  0        0   \n",
       "4  The Danforth West,Riverdale                  0        0   \n",
       "\n",
       "   Airport Food Court  Airport Gate  Airport Lounge  Airport Service  \\\n",
       "0                   0             0               0                0   \n",
       "1                   0             0               0                0   \n",
       "2                   0             0               0                0   \n",
       "3                   0             0               0                0   \n",
       "4                   0             0               0                0   \n",
       "\n",
       "   Airport Terminal  American Restaurant  Antique Shop  Aquarium  Art Gallery  \\\n",
       "0                 0                    0             0         0            0   \n",
       "1                 0                    0             0         0            0   \n",
       "2                 0                    0             0         0            0   \n",
       "3                 0                    0             0         0            0   \n",
       "4                 0                    0             0         0            0   \n",
       "\n",
       "   Art Museum  Arts & Crafts Store  Asian Restaurant  Athletics & Sports  \\\n",
       "0           0                    0                 0                   0   \n",
       "1           0                    0                 0                   0   \n",
       "2           0                    0                 0                   0   \n",
       "3           0                    0                 0                   0   \n",
       "4           0                    0                 0                   0   \n",
       "\n",
       "   Auto Workshop  BBQ Joint  Baby Store  Bagel Shop  Bakery  Bank  Bar  \\\n",
       "0              0          0           0           0       0     0    0   \n",
       "1              0          0           0           0       0     0    0   \n",
       "2              0          0           0           0       0     0    0   \n",
       "3              0          0           0           0       0     0    0   \n",
       "4              0          0           0           0       0     0    0   \n",
       "\n",
       "   Baseball Stadium  Basketball Stadium  Beach  Bed & Breakfast  Beer Bar  \\\n",
       "0                 0                   0      0                0         0   \n",
       "1                 0                   0      0                0         0   \n",
       "2                 0                   0      0                0         0   \n",
       "3                 0                   0      0                0         0   \n",
       "4                 0                   0      0                0         0   \n",
       "\n",
       "   Beer Store  Belgian Restaurant  Bistro  Boat or Ferry  Bookstore  Boutique  \\\n",
       "0           0                   0       0              0          0         0   \n",
       "1           0                   0       0              0          0         0   \n",
       "2           0                   0       0              0          0         0   \n",
       "3           0                   0       0              0          0         0   \n",
       "4           0                   0       0              0          0         0   \n",
       "\n",
       "   Brazilian Restaurant  Breakfast Spot  Brewery  Bubble Tea Shop  Building  \\\n",
       "0                     0               0        0                0         0   \n",
       "1                     0               0        0                0         0   \n",
       "2                     0               0        0                0         0   \n",
       "3                     0               0        0                0         0   \n",
       "4                     0               0        0                0         0   \n",
       "\n",
       "   Burger Joint  Burrito Place  Bus Line  Butcher  Café  \\\n",
       "0             0              0         0        0     0   \n",
       "1             0              0         0        0     0   \n",
       "2             0              0         0        0     0   \n",
       "3             0              0         0        0     0   \n",
       "4             0              0         0        0     0   \n",
       "\n",
       "   Cajun / Creole Restaurant  Camera Store  Caribbean Restaurant  Cheese Shop  \\\n",
       "0                          0             0                     0            0   \n",
       "1                          0             0                     0            0   \n",
       "2                          0             0                     0            0   \n",
       "3                          0             0                     0            0   \n",
       "4                          0             0                     0            0   \n",
       "\n",
       "   Chinese Restaurant  Chocolate Shop  Church  Climbing Gym  Clothing Store  \\\n",
       "0                   0               0       0             0               0   \n",
       "1                   0               0       0             0               0   \n",
       "2                   0               0       0             0               0   \n",
       "3                   0               0       0             0               0   \n",
       "4                   0               0       0             0               0   \n",
       "\n",
       "   Cocktail Bar  Coffee Shop  College Arts Building  College Gym  \\\n",
       "0             0            0                      0            0   \n",
       "1             0            0                      0            0   \n",
       "2             0            0                      0            0   \n",
       "3             0            0                      0            0   \n",
       "4             0            0                      0            0   \n",
       "\n",
       "   College Rec Center  Colombian Restaurant  Comfort Food Restaurant  \\\n",
       "0                   0                     0                        0   \n",
       "1                   0                     0                        0   \n",
       "2                   0                     0                        0   \n",
       "3                   0                     0                        0   \n",
       "4                   0                     0                        0   \n",
       "\n",
       "   Comic Shop  Concert Hall  Convenience Store  Cosmetics Shop  \\\n",
       "0           0             0                  0               0   \n",
       "1           0             0                  0               0   \n",
       "2           0             0                  0               0   \n",
       "3           0             0                  0               0   \n",
       "4           0             0                  0               0   \n",
       "\n",
       "   Coworking Space  Creperie  Cuban Restaurant  Cupcake Shop  Dance Studio  \\\n",
       "0                0         0                 0             0             0   \n",
       "1                0         0                 0             0             0   \n",
       "2                0         0                 0             0             0   \n",
       "3                0         0                 0             0             0   \n",
       "4                0         0                 0             0             0   \n",
       "\n",
       "   Deli / Bodega  Department Store  Dessert Shop  Dim Sum Restaurant  Diner  \\\n",
       "0              0                 0             0                   0      0   \n",
       "1              0                 0             0                   0      0   \n",
       "2              0                 0             0                   0      0   \n",
       "3              0                 0             0                   0      0   \n",
       "4              0                 0             0                   0      0   \n",
       "\n",
       "   Discount Store  Dog Run  Doner Restaurant  Donut Shop  Dumpling Restaurant  \\\n",
       "0               0        0                 0           0                    0   \n",
       "1               0        0                 0           0                    0   \n",
       "2               0        0                 0           0                    0   \n",
       "3               0        0                 0           0                    0   \n",
       "4               0        0                 0           0                    0   \n",
       "\n",
       "   Eastern European Restaurant  Electronics Store  Ethiopian Restaurant  \\\n",
       "0                            0                  0                     0   \n",
       "1                            0                  0                     0   \n",
       "2                            0                  0                     0   \n",
       "3                            0                  0                     0   \n",
       "4                            0                  0                     0   \n",
       "\n",
       "   Event Space  Falafel Restaurant  Farmers Market  Fast Food Restaurant  \\\n",
       "0            0                   0               0                     0   \n",
       "1            0                   0               0                     0   \n",
       "2            0                   0               0                     0   \n",
       "3            0                   0               0                     0   \n",
       "4            0                   0               0                     0   \n",
       "\n",
       "   Filipino Restaurant  Fish & Chips Shop  Fish Market  Flea Market  \\\n",
       "0                    0                  0            0            0   \n",
       "1                    0                  0            0            0   \n",
       "2                    0                  0            0            0   \n",
       "3                    0                  0            0            0   \n",
       "4                    0                  0            0            0   \n",
       "\n",
       "   Flower Shop  Food  Food & Drink Shop  Food Court  Food Truck  Fountain  \\\n",
       "0            0     0                  0           0           0         0   \n",
       "1            0     0                  0           0           0         0   \n",
       "2            0     0                  0           0           0         0   \n",
       "3            0     0                  0           0           0         0   \n",
       "4            0     0                  0           0           0         0   \n",
       "\n",
       "   French Restaurant  Fried Chicken Joint  Fruit & Vegetable Store  \\\n",
       "0                  0                    0                        0   \n",
       "1                  0                    0                        0   \n",
       "2                  0                    0                        0   \n",
       "3                  0                    0                        0   \n",
       "4                  0                    0                        0   \n",
       "\n",
       "   Furniture / Home Store  Gaming Cafe  Garden  Garden Center  Gastropub  \\\n",
       "0                       0            0       0              0          0   \n",
       "1                       0            0       0              0          0   \n",
       "2                       0            0       0              0          0   \n",
       "3                       0            0       0              0          0   \n",
       "4                       0            0       0              0          0   \n",
       "\n",
       "   Gay Bar  General Entertainment  General Travel  German Restaurant  \\\n",
       "0        0                      0               0                  0   \n",
       "1        0                      0               0                  0   \n",
       "2        0                      0               0                  0   \n",
       "3        0                      0               0                  0   \n",
       "4        0                      0               0                  0   \n",
       "\n",
       "   Gift Shop  Gluten-free Restaurant  Gourmet Shop  Greek Restaurant  \\\n",
       "0          0                       0             0                 0   \n",
       "1          0                       0             0                 0   \n",
       "2          0                       0             0                 0   \n",
       "3          0                       0             0                 0   \n",
       "4          0                       0             0                 1   \n",
       "\n",
       "   Grocery Store  Gym  Gym / Fitness Center  Harbor / Marina  \\\n",
       "0              0    0                     0                0   \n",
       "1              0    0                     0                0   \n",
       "2              0    0                     0                0   \n",
       "3              0    0                     0                0   \n",
       "4              0    0                     0                0   \n",
       "\n",
       "   Health & Beauty Service  Health Food Store  Historic Site  History Museum  \\\n",
       "0                        0                  0              0               0   \n",
       "1                        0                  1              0               0   \n",
       "2                        0                  0              0               0   \n",
       "3                        0                  0              0               0   \n",
       "4                        0                  0              0               0   \n",
       "\n",
       "   Hobby Shop  Home Service  Hookah Bar  Hospital  Hostel  Hotel  Hotel Bar  \\\n",
       "0           0             0           0         0       0      0          0   \n",
       "1           0             0           0         0       0      0          0   \n",
       "2           0             0           0         0       0      0          0   \n",
       "3           0             0           0         0       0      0          0   \n",
       "4           0             0           0         0       0      0          0   \n",
       "\n",
       "   Hotpot Restaurant  Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\n",
       "0                  0               0                  0                    0   \n",
       "1                  0               0                  0                    0   \n",
       "2                  0               0                  0                    0   \n",
       "3                  0               0                  0                    0   \n",
       "4                  0               0                  0                    0   \n",
       "\n",
       "   Intersection  Irish Pub  Italian Restaurant  Japanese Restaurant  \\\n",
       "0             0          0                   0                    0   \n",
       "1             0          0                   0                    0   \n",
       "2             0          0                   0                    0   \n",
       "3             0          0                   0                    0   \n",
       "4             0          0                   0                    0   \n",
       "\n",
       "   Jazz Club  Jewelry Store  Jewish Restaurant  Juice Bar  Korean Restaurant  \\\n",
       "0          0              0                  0          0                  0   \n",
       "1          0              0                  0          0                  0   \n",
       "2          0              0                  0          0                  0   \n",
       "3          0              0                  0          0                  0   \n",
       "4          0              0                  0          0                  0   \n",
       "\n",
       "   Lake  Latin American Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0     0                          0                   0               0   \n",
       "1     0                          0                   0               0   \n",
       "2     0                          0                   0               0   \n",
       "3     0                          0                   0               0   \n",
       "4     0                          0                   0               0   \n",
       "\n",
       "   Liquor Store  Lounge  Mac & Cheese Joint  Malay Restaurant  Market  \\\n",
       "0             0       0                   0                 0       0   \n",
       "1             0       0                   0                 0       0   \n",
       "2             0       0                   0                 0       0   \n",
       "3             0       0                   0                 0       0   \n",
       "4             0       0                   0                 0       0   \n",
       "\n",
       "   Martial Arts Dojo  Massage Studio  Mediterranean Restaurant  Men's Store  \\\n",
       "0                  0               0                         0            0   \n",
       "1                  0               0                         0            0   \n",
       "2                  0               0                         0            0   \n",
       "3                  0               0                         0            0   \n",
       "4                  0               0                         0            0   \n",
       "\n",
       "   Metro Station  Mexican Restaurant  Middle Eastern Restaurant  \\\n",
       "0              0                   0                          0   \n",
       "1              0                   0                          0   \n",
       "2              0                   0                          0   \n",
       "3              0                   0                          0   \n",
       "4              0                   0                          0   \n",
       "\n",
       "   Miscellaneous Shop  Modern European Restaurant  \\\n",
       "0                   0                           0   \n",
       "1                   0                           0   \n",
       "2                   0                           0   \n",
       "3                   0                           0   \n",
       "4                   0                           0   \n",
       "\n",
       "   Molecular Gastronomy Restaurant  Monument / Landmark  Movie Theater  \\\n",
       "0                                0                    0              0   \n",
       "1                                0                    0              0   \n",
       "2                                0                    0              0   \n",
       "3                                0                    0              0   \n",
       "4                                0                    0              0   \n",
       "\n",
       "   Museum  Music Venue  New American Restaurant  Nightclub  Noodle House  \\\n",
       "0       0            0                        0          0             0   \n",
       "1       0            0                        0          0             0   \n",
       "2       0            0                        0          0             0   \n",
       "3       0            0                        0          0             0   \n",
       "4       0            0                        0          0             0   \n",
       "\n",
       "   Office  Opera House  Optical Shop  Organic Grocery  Other Great Outdoors  \\\n",
       "0       0            0             0                0                     0   \n",
       "1       0            0             0                0                     0   \n",
       "2       0            0             0                0                     0   \n",
       "3       0            0             0                0                     0   \n",
       "4       0            0             0                0                     0   \n",
       "\n",
       "   Park  Performing Arts Venue  Persian Restaurant  Pet Store  Pharmacy  \\\n",
       "0     0                      0                   0          0         0   \n",
       "1     0                      0                   0          0         0   \n",
       "2     0                      0                   0          0         0   \n",
       "3     0                      0                   0          0         0   \n",
       "4     0                      0                   0          0         0   \n",
       "\n",
       "   Pizza Place  Plane  Playground  Plaza  Poke Place  Polish Restaurant  \\\n",
       "0            0      0           0      0           0                  0   \n",
       "1            0      0           0      0           0                  0   \n",
       "2            0      0           0      0           0                  0   \n",
       "3            0      0           0      0           0                  0   \n",
       "4            0      0           0      0           0                  0   \n",
       "\n",
       "   Portuguese Restaurant  Poutine Place  Pub  Ramen Restaurant  Record Shop  \\\n",
       "0                      0              0    0                 0            0   \n",
       "1                      0              0    0                 0            0   \n",
       "2                      0              0    1                 0            0   \n",
       "3                      0              0    0                 0            0   \n",
       "4                      0              0    0                 0            0   \n",
       "\n",
       "   Recording Studio  Rental Car Location  Restaurant  Roof Deck  Sake Bar  \\\n",
       "0                 0                    0           0          0         0   \n",
       "1                 0                    0           0          0         0   \n",
       "2                 0                    0           0          0         0   \n",
       "3                 0                    0           0          0         0   \n",
       "4                 0                    0           0          0         0   \n",
       "\n",
       "   Salad Place  Salon / Barbershop  Sandwich Place  Scenic Lookout  \\\n",
       "0            0                   0               0               0   \n",
       "1            0                   0               0               0   \n",
       "2            0                   0               0               0   \n",
       "3            0                   0               0               0   \n",
       "4            0                   0               0               0   \n",
       "\n",
       "   Sculpture Garden  Seafood Restaurant  Shoe Store  Shopping Mall  \\\n",
       "0                 0                   0           0              0   \n",
       "1                 0                   0           0              0   \n",
       "2                 0                   0           0              0   \n",
       "3                 0                   0           0              0   \n",
       "4                 0                   0           0              0   \n",
       "\n",
       "   Skate Park  Skating Rink  Smoke Shop  Smoothie Shop  Snack Place  \\\n",
       "0           0             0           0              0            0   \n",
       "1           0             0           0              0            0   \n",
       "2           0             0           0              0            0   \n",
       "3           0             0           0              0            0   \n",
       "4           0             0           0              0            0   \n",
       "\n",
       "   Soup Place  Southern / Soul Food Restaurant  Spa  Speakeasy  \\\n",
       "0           0                                0    0          0   \n",
       "1           0                                0    0          0   \n",
       "2           0                                0    0          0   \n",
       "3           0                                0    0          0   \n",
       "4           0                                0    0          0   \n",
       "\n",
       "   Sporting Goods Shop  Sports Bar  Stadium  Stationery Store  Steakhouse  \\\n",
       "0                    0           0        0                 0           0   \n",
       "1                    0           0        0                 0           0   \n",
       "2                    0           0        0                 0           0   \n",
       "3                    0           0        0                 0           0   \n",
       "4                    0           0        0                 0           0   \n",
       "\n",
       "   Strip Club  Summer Camp  Supermarket  Sushi Restaurant  Swim School  \\\n",
       "0           0            0            0                 0            0   \n",
       "1           0            0            0                 0            0   \n",
       "2           0            0            0                 0            0   \n",
       "3           0            0            0                 0            0   \n",
       "4           0            0            0                 0            0   \n",
       "\n",
       "   Taco Place  Tailor Shop  Taiwanese Restaurant  Tanning Salon  \\\n",
       "0           0            0                     0              0   \n",
       "1           0            0                     0              0   \n",
       "2           0            0                     0              0   \n",
       "3           0            0                     0              0   \n",
       "4           0            0                     0              0   \n",
       "\n",
       "   Tapas Restaurant  Tea Room  Thai Restaurant  Theater  Theme Restaurant  \\\n",
       "0                 0         0                0        0                 0   \n",
       "1                 0         0                0        0                 0   \n",
       "2                 0         0                0        0                 0   \n",
       "3                 0         0                0        0                 0   \n",
       "4                 0         0                0        0                 0   \n",
       "\n",
       "   Thrift / Vintage Store  Toy / Game Store  Trail  Train Station  \\\n",
       "0                       0                 0      1              0   \n",
       "1                       0                 0      0              0   \n",
       "2                       0                 0      0              0   \n",
       "3                       0                 0      0              0   \n",
       "4                       0                 0      0              0   \n",
       "\n",
       "   Vegetarian / Vegan Restaurant  Video Game Store  Video Store  \\\n",
       "0                              0                 0            0   \n",
       "1                              0                 0            0   \n",
       "2                              0                 0            0   \n",
       "3                              0                 0            0   \n",
       "4                              0                 0            0   \n",
       "\n",
       "   Vietnamese Restaurant  Wine Bar  Wings Joint  Women's Store  Yoga Studio  \n",
       "0                      0         0            0              0            0  \n",
       "1                      0         0            0              0            0  \n",
       "2                      0         0            0              0            0  \n",
       "3                      0         0            0              0            0  \n",
       "4                      0         0            0              0            0  "
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# one hot encoding\n",
    "toronto_onehot = pd.get_dummies(toronto_venues[['Venue Category']], prefix=\"\", prefix_sep=\"\")\n",
    "\n",
    "# add neighborhood column back to dataframe\n",
    "toronto_onehot['Neighborhood'] = toronto_venues['Neighborhood'] \n",
    "\n",
    "# move neighborhood column to the first column\n",
    "cols=list(toronto_onehot.columns.values)\n",
    "cols.pop(cols.index('Neighborhood'))\n",
    "toronto_onehot=toronto_onehot[['Neighborhood']+cols]\n",
    "\n",
    "# rename Neighborhood for Neighbourhood so that future merge works\n",
    "toronto_onehot.rename(columns = {'Neighborhood': 'Neighbourhood'}, inplace = True)\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1724, 240)"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_onehot.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "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>Neighbourhood</th>\n",
       "      <th>Afghan Restaurant</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Food Court</th>\n",
       "      <th>Airport Gate</th>\n",
       "      <th>Airport Lounge</th>\n",
       "      <th>Airport Service</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Antique Shop</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Art Museum</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Workshop</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Baseball Stadium</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Boat or Ferry</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Building</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Camera Store</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Church</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Arts Building</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>Colombian Restaurant</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Cupcake Shop</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Discount Store</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Doner Restaurant</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Filipino Restaurant</th>\n",
       "      <th>Fish &amp; Chips Shop</th>\n",
       "      <th>Fish Market</th>\n",
       "      <th>Flea Market</th>\n",
       "      <th>Flower Shop</th>\n",
       "      <th>Food</th>\n",
       "      <th>Food &amp; Drink Shop</th>\n",
       "      <th>Food Court</th>\n",
       "      <th>Food Truck</th>\n",
       "      <th>Fountain</th>\n",
       "      <th>French Restaurant</th>\n",
       "      <th>Fried Chicken Joint</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>German Restaurant</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Gluten-free Restaurant</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Greek Restaurant</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Health &amp; Beauty Service</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Home Service</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hospital</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>Hotpot Restaurant</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Irish Pub</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Jewish Restaurant</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Mac &amp; Cheese Joint</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Massage Studio</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>New American Restaurant</th>\n",
       "      <th>Nightclub</th>\n",
       "      <th>Noodle House</th>\n",
       "      <th>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Optical Shop</th>\n",
       "      <th>Organic Grocery</th>\n",
       "      <th>Other Great Outdoors</th>\n",
       "      <th>Park</th>\n",
       "      <th>Performing Arts Venue</th>\n",
       "      <th>Persian Restaurant</th>\n",
       "      <th>Pet Store</th>\n",
       "      <th>Pharmacy</th>\n",
       "      <th>Pizza Place</th>\n",
       "      <th>Plane</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Poke Place</th>\n",
       "      <th>Polish Restaurant</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Poutine Place</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Recording Studio</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Roof Deck</th>\n",
       "      <th>Sake Bar</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Smoothie Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soup Place</th>\n",
       "      <th>Southern / Soul Food Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Stadium</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Strip Club</th>\n",
       "      <th>Summer Camp</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tanning Salon</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Thrift / Vintage Store</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Video Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.070175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.017544</td>\n",
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       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>Brockton,Exhibition Place,Parkdale Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.080000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.120000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.04000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "    <tr>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>Cabbagetown,St. James Town</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>Central Bay Street</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.034091</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011364</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>Chinatown,Grange Park,Kensington Market</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.06250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.068966</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.045977</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.045977</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>Commerce Court,Victoria Hotel</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00000</td>\n",
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       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.010000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>11</td>\n",
       "      <td>Davisville</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.085714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
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       "      <td>0.028571</td>\n",
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       "      <td>0.028571</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <td>12</td>\n",
       "      <td>Davisville North</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>13</td>\n",
       "      <td>Deer Park,Forest Hill SE,Rathnelly,South Hill,...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>14</td>\n",
       "      <td>Design Exchange,Toronto Dominion Centre</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.140000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>15</td>\n",
       "      <td>Dovercourt Village,Dufferin</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.1250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>16</td>\n",
       "      <td>First Canadian Place,Underground city</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>17</td>\n",
       "      <td>Forest Hill North,Forest Hill West</td>\n",
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       "    <tr>\n",
       "      <td>18</td>\n",
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       "    <tr>\n",
       "      <td>19</td>\n",
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       "      <td>0.000000</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <td>20</td>\n",
       "      <td>High Park,The Junction South</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <td>21</td>\n",
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       "    <tr>\n",
       "      <td>22</td>\n",
       "      <td>Lawrence Park</td>\n",
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       "    <tr>\n",
       "      <td>23</td>\n",
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       "      <td>0.014925</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.029851</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.059701</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.029851</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.029851</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.029851</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.029851</td>\n",
       "      <td>0.014925</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.014925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>24</td>\n",
       "      <td>Moore Park,Summerhill East</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>25</td>\n",
       "      <td>North Toronto West</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.136364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090909</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00000</td>\n",
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       "      <td>0.00000</td>\n",
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       "      <td>0.045455</td>\n",
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       "      <td>0.045455</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>26</td>\n",
       "      <td>Parkdale,Roncesvalles</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>27</td>\n",
       "      <td>Rosedale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
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       "    <tr>\n",
       "      <td>28</td>\n",
       "      <td>Roselawn</td>\n",
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       "    <tr>\n",
       "      <td>29</td>\n",
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       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.057143</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>30</td>\n",
       "      <td>Ryerson,Garden District</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090000</td>\n",
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       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>31</td>\n",
       "      <td>St. James Town</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.010000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>32</td>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040404</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040404</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>33</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.097561</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.073171</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>34</td>\n",
       "      <td>The Annex,North Midtown,Yorkville</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.047619</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.047619</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
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       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>35</td>\n",
       "      <td>The Beaches</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>36</td>\n",
       "      <td>The Beaches West,India Bazaar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>37</td>\n",
       "      <td>The Danforth West,Riverdale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Neighbourhood  Afghan Restaurant  \\\n",
       "0                              Adelaide,King,Richmond           0.000000   \n",
       "1                                         Berczy Park           0.000000   \n",
       "2          Brockton,Exhibition Place,Parkdale Village           0.000000   \n",
       "3   Business Reply Mail Processing Centre 969 Eastern           0.000000   \n",
       "4   CN Tower,Bathurst Quay,Island airport,Harbourf...           0.000000   \n",
       "5                          Cabbagetown,St. James Town           0.000000   \n",
       "6                                  Central Bay Street           0.000000   \n",
       "7             Chinatown,Grange Park,Kensington Market           0.000000   \n",
       "8                                            Christie           0.000000   \n",
       "9                                Church and Wellesley           0.011494   \n",
       "10                      Commerce Court,Victoria Hotel           0.000000   \n",
       "11                                         Davisville           0.000000   \n",
       "12                                   Davisville North           0.000000   \n",
       "13  Deer Park,Forest Hill SE,Rathnelly,South Hill,...           0.000000   \n",
       "14            Design Exchange,Toronto Dominion Centre           0.000000   \n",
       "15                        Dovercourt Village,Dufferin           0.000000   \n",
       "16              First Canadian Place,Underground city           0.000000   \n",
       "17                 Forest Hill North,Forest Hill West           0.000000   \n",
       "18                      Harbord,University of Toronto           0.000000   \n",
       "19    Harbourfront East,Toronto Islands,Union Station           0.000000   \n",
       "20                       High Park,The Junction South           0.000000   \n",
       "21  Kingsway Park South West,Mimico NW,The Queensw...           0.000000   \n",
       "22                                      Lawrence Park           0.000000   \n",
       "23                            Little Portugal,Trinity           0.000000   \n",
       "24                         Moore Park,Summerhill East           0.000000   \n",
       "25                                 North Toronto West           0.000000   \n",
       "26                              Parkdale,Roncesvalles           0.000000   \n",
       "27                                           Rosedale           0.000000   \n",
       "28                                           Roselawn           0.000000   \n",
       "29                                  Runnymede,Swansea           0.000000   \n",
       "30                            Ryerson,Garden District           0.000000   \n",
       "31                                     St. James Town           0.000000   \n",
       "32                    Stn A PO Boxes 25 The Esplanade           0.000000   \n",
       "33                                    Studio District           0.000000   \n",
       "34                  The Annex,North Midtown,Yorkville           0.000000   \n",
       "35                                        The Beaches           0.000000   \n",
       "36                      The Beaches West,India Bazaar           0.000000   \n",
       "37                        The Danforth West,Riverdale           0.000000   \n",
       "\n",
       "     Airport  Airport Food Court  Airport Gate  Airport Lounge  \\\n",
       "0   0.000000            0.000000      0.000000        0.000000   \n",
       "1   0.000000            0.000000      0.000000        0.000000   \n",
       "2   0.000000            0.000000      0.000000        0.000000   \n",
       "3   0.000000            0.000000      0.000000        0.000000   \n",
       "4   0.058824            0.058824      0.058824        0.117647   \n",
       "5   0.000000            0.000000      0.000000        0.000000   \n",
       "6   0.000000            0.000000      0.000000        0.000000   \n",
       "7   0.000000            0.000000      0.000000        0.000000   \n",
       "8   0.000000            0.000000      0.000000        0.000000   \n",
       "9   0.000000            0.000000      0.000000        0.000000   \n",
       "10  0.000000            0.000000      0.000000        0.000000   \n",
       "11  0.000000            0.000000      0.000000        0.000000   \n",
       "12  0.000000            0.000000      0.000000        0.000000   \n",
       "13  0.000000            0.000000      0.000000        0.000000   \n",
       "14  0.000000            0.000000      0.000000        0.000000   \n",
       "15  0.000000            0.000000      0.000000        0.000000   \n",
       "16  0.000000            0.000000      0.000000        0.000000   \n",
       "17  0.000000            0.000000      0.000000        0.000000   \n",
       "18  0.000000            0.000000      0.000000        0.000000   \n",
       "19  0.000000            0.000000      0.000000        0.000000   \n",
       "20  0.000000            0.000000      0.000000        0.000000   \n",
       "21  0.000000            0.000000      0.000000        0.000000   \n",
       "22  0.000000            0.000000      0.000000        0.000000   \n",
       "23  0.000000            0.000000      0.000000        0.000000   \n",
       "24  0.000000            0.000000      0.000000        0.000000   \n",
       "25  0.000000            0.000000      0.000000        0.000000   \n",
       "26  0.000000            0.000000      0.000000        0.000000   \n",
       "27  0.000000            0.000000      0.000000        0.000000   \n",
       "28  0.000000            0.000000      0.000000        0.000000   \n",
       "29  0.000000            0.000000      0.000000        0.000000   \n",
       "30  0.000000            0.000000      0.000000        0.000000   \n",
       "31  0.000000            0.000000      0.000000        0.000000   \n",
       "32  0.000000            0.000000      0.000000        0.000000   \n",
       "33  0.000000            0.000000      0.000000        0.000000   \n",
       "34  0.000000            0.000000      0.000000        0.000000   \n",
       "35  0.000000            0.000000      0.000000        0.000000   \n",
       "36  0.000000            0.000000      0.000000        0.000000   \n",
       "37  0.000000            0.000000      0.000000        0.000000   \n",
       "\n",
       "    Airport Service  Airport Terminal  American Restaurant  Antique Shop  \\\n",
       "0          0.000000          0.000000             0.040000      0.000000   \n",
       "1          0.000000          0.000000             0.000000      0.000000   \n",
       "2          0.000000          0.000000             0.000000      0.000000   \n",
       "3          0.000000          0.000000             0.000000      0.000000   \n",
       "4          0.176471          0.117647             0.000000      0.000000   \n",
       "5          0.000000          0.000000             0.022727      0.000000   \n",
       "6          0.000000          0.000000             0.011364      0.000000   \n",
       "7          0.000000          0.000000             0.000000      0.000000   \n",
       "8          0.000000          0.000000             0.000000      0.000000   \n",
       "9          0.000000          0.000000             0.011494      0.000000   \n",
       "10         0.000000          0.000000             0.040000      0.000000   \n",
       "11         0.000000          0.000000             0.000000      0.000000   \n",
       "12         0.000000          0.000000             0.000000      0.000000   \n",
       "13         0.000000          0.000000             0.062500      0.000000   \n",
       "14         0.000000          0.000000             0.020000      0.000000   \n",
       "15         0.000000          0.000000             0.000000      0.000000   \n",
       "16         0.000000          0.000000             0.030000      0.000000   \n",
       "17         0.000000          0.000000             0.000000      0.000000   \n",
       "18         0.000000          0.000000             0.000000      0.000000   \n",
       "19         0.000000          0.000000             0.000000      0.000000   \n",
       "20         0.000000          0.000000             0.000000      0.000000   \n",
       "21         0.000000          0.000000             0.000000      0.018868   \n",
       "22         0.000000          0.000000             0.000000      0.000000   \n",
       "23         0.000000          0.000000             0.000000      0.000000   \n",
       "24         0.000000          0.000000             0.000000      0.000000   \n",
       "25         0.000000          0.000000             0.000000      0.000000   \n",
       "26         0.000000          0.000000             0.000000      0.000000   \n",
       "27         0.000000          0.000000             0.000000      0.000000   \n",
       "28         0.000000          0.000000             0.000000      0.000000   \n",
       "29         0.000000          0.000000             0.000000      0.000000   \n",
       "30         0.000000          0.000000             0.010000      0.000000   \n",
       "31         0.000000          0.000000             0.020000      0.000000   \n",
       "32         0.000000          0.000000             0.000000      0.010101   \n",
       "33         0.000000          0.000000             0.048780      0.000000   \n",
       "34         0.000000          0.000000             0.047619      0.000000   \n",
       "35         0.000000          0.000000             0.000000      0.000000   \n",
       "36         0.000000          0.000000             0.000000      0.000000   \n",
       "37         0.000000          0.000000             0.023810      0.000000   \n",
       "\n",
       "    Aquarium  Art Gallery  Art Museum  Arts & Crafts Store  Asian Restaurant  \\\n",
       "0       0.00     0.010000    0.010000             0.000000          0.030000   \n",
       "1       0.00     0.017544    0.000000             0.000000          0.000000   \n",
       "2       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "3       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "4       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "5       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "6       0.00     0.000000    0.011364             0.000000          0.000000   \n",
       "7       0.00     0.000000    0.000000             0.020000          0.000000   \n",
       "8       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "9       0.00     0.000000    0.000000             0.011494          0.000000   \n",
       "10      0.00     0.010000    0.000000             0.000000          0.010000   \n",
       "11      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "12      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "13      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "14      0.00     0.010000    0.000000             0.000000          0.010000   \n",
       "15      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "16      0.00     0.010000    0.000000             0.000000          0.030000   \n",
       "17      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "18      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "19      0.05     0.010000    0.000000             0.000000          0.000000   \n",
       "20      0.00     0.000000    0.000000             0.040000          0.000000   \n",
       "21      0.00     0.018868    0.000000             0.000000          0.018868   \n",
       "22      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "23      0.00     0.014925    0.000000             0.000000          0.044776   \n",
       "24      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "25      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "26      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "27      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "28      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "29      0.00     0.000000    0.000000             0.028571          0.000000   \n",
       "30      0.00     0.010000    0.000000             0.000000          0.000000   \n",
       "31      0.00     0.010000    0.000000             0.000000          0.010000   \n",
       "32      0.00     0.020202    0.000000             0.000000          0.000000   \n",
       "33      0.00     0.000000    0.000000             0.024390          0.000000   \n",
       "34      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "35      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "36      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "37      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "\n",
       "    Athletics & Sports  Auto Workshop  BBQ Joint  Baby Store  Bagel Shop  \\\n",
       "0               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "1               0.0000       0.000000   0.017544      0.0000    0.017544   \n",
       "2               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "3               0.0000       0.058824   0.000000      0.0000    0.000000   \n",
       "4               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "5               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "6               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "7               0.0000       0.000000   0.000000      0.0000    0.010000   \n",
       "8               0.0625       0.000000   0.000000      0.0625    0.000000   \n",
       "9               0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "10              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "11              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "12              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "13              0.0000       0.000000   0.000000      0.0000    0.062500   \n",
       "14              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "15              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "16              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "17              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "18              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "19              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "20              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "21              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "22              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "23              0.0000       0.000000   0.000000      0.0000    0.014925   \n",
       "24              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "25              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "26              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "27              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "28              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "29              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "30              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "31              0.0000       0.000000   0.020000      0.0000    0.010000   \n",
       "32              0.0000       0.000000   0.010101      0.0000    0.010101   \n",
       "33              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "34              0.0000       0.000000   0.047619      0.0000    0.000000   \n",
       "35              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "36              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "37              0.0000       0.000000   0.000000      0.0000    0.000000   \n",
       "\n",
       "      Bakery      Bank       Bar  Baseball Stadium  Basketball Stadium  \\\n",
       "0   0.010000  0.000000  0.040000              0.00            0.000000   \n",
       "1   0.035088  0.000000  0.000000              0.00            0.017544   \n",
       "2   0.040000  0.000000  0.040000              0.00            0.000000   \n",
       "3   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "4   0.000000  0.000000  0.058824              0.00            0.000000   \n",
       "5   0.045455  0.022727  0.000000              0.00            0.000000   \n",
       "6   0.011364  0.000000  0.022727              0.00            0.000000   \n",
       "7   0.030000  0.000000  0.050000              0.00            0.000000   \n",
       "8   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "9   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "10  0.020000  0.000000  0.020000              0.00            0.000000   \n",
       "11  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "12  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "13  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "14  0.020000  0.000000  0.030000              0.00            0.010000   \n",
       "15  0.125000  0.062500  0.062500              0.00            0.000000   \n",
       "16  0.010000  0.000000  0.030000              0.00            0.000000   \n",
       "17  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "18  0.058824  0.000000  0.058824              0.00            0.000000   \n",
       "19  0.020000  0.000000  0.020000              0.02            0.010000   \n",
       "20  0.040000  0.000000  0.080000              0.00            0.000000   \n",
       "21  0.056604  0.018868  0.000000              0.00            0.000000   \n",
       "22  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "23  0.014925  0.000000  0.104478              0.00            0.000000   \n",
       "24  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "25  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "26  0.000000  0.066667  0.066667              0.00            0.000000   \n",
       "27  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "28  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "29  0.000000  0.000000  0.028571              0.00            0.000000   \n",
       "30  0.020000  0.010000  0.010000              0.00            0.000000   \n",
       "31  0.030000  0.000000  0.000000              0.00            0.000000   \n",
       "32  0.020202  0.000000  0.000000              0.00            0.010101   \n",
       "33  0.048780  0.024390  0.024390              0.00            0.000000   \n",
       "34  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "35  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "36  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "37  0.023810  0.000000  0.000000              0.00            0.000000   \n",
       "\n",
       "       Beach  Bed & Breakfast  Beer Bar  Beer Store  Belgian Restaurant  \\\n",
       "0   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "1   0.017544             0.00  0.035088    0.000000            0.017544   \n",
       "2   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "3   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "4   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "5   0.000000             0.00  0.000000    0.022727            0.000000   \n",
       "6   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "7   0.000000             0.01  0.010000    0.000000            0.010000   \n",
       "8   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "9   0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "10  0.000000             0.00  0.020000    0.000000            0.000000   \n",
       "11  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "12  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "13  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "14  0.000000             0.00  0.020000    0.000000            0.000000   \n",
       "15  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "16  0.000000             0.00  0.020000    0.000000            0.000000   \n",
       "17  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "18  0.000000             0.00  0.029412    0.029412            0.000000   \n",
       "19  0.000000             0.00  0.010000    0.000000            0.000000   \n",
       "20  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "21  0.000000             0.00  0.000000    0.018868            0.000000   \n",
       "22  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "23  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "24  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "25  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "26  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "27  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "28  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "29  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "30  0.000000             0.00  0.010000    0.000000            0.000000   \n",
       "31  0.000000             0.00  0.030000    0.000000            0.000000   \n",
       "32  0.000000             0.00  0.030303    0.000000            0.010101   \n",
       "33  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "34  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "35  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "36  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "37  0.000000             0.00  0.000000    0.000000            0.000000   \n",
       "\n",
       "      Bistro  Boat or Ferry  Bookstore  Boutique  Brazilian Restaurant  \\\n",
       "0   0.000000       0.000000   0.010000  0.000000              0.010000   \n",
       "1   0.017544       0.000000   0.000000  0.000000              0.000000   \n",
       "2   0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "3   0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "4   0.000000       0.058824   0.000000  0.058824              0.000000   \n",
       "5   0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "6   0.000000       0.000000   0.011364  0.000000              0.000000   \n",
       "7   0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "8   0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "9   0.000000       0.000000   0.011494  0.000000              0.000000   \n",
       "10  0.000000       0.000000   0.010000  0.000000              0.000000   \n",
       "11  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "12  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "13  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "14  0.000000       0.000000   0.010000  0.000000              0.000000   \n",
       "15  0.000000       0.000000   0.000000  0.000000              0.062500   \n",
       "16  0.000000       0.000000   0.010000  0.000000              0.010000   \n",
       "17  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "18  0.000000       0.000000   0.058824  0.000000              0.000000   \n",
       "19  0.010000       0.000000   0.000000  0.000000              0.000000   \n",
       "20  0.000000       0.000000   0.040000  0.000000              0.000000   \n",
       "21  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "22  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "23  0.014925       0.000000   0.000000  0.014925              0.014925   \n",
       "24  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "25  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "26  0.000000       0.000000   0.066667  0.000000              0.000000   \n",
       "27  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "28  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "29  0.000000       0.000000   0.028571  0.000000              0.000000   \n",
       "30  0.000000       0.000000   0.020000  0.000000              0.000000   \n",
       "31  0.000000       0.000000   0.010000  0.000000              0.000000   \n",
       "32  0.010101       0.000000   0.010101  0.000000              0.000000   \n",
       "33  0.000000       0.000000   0.024390  0.000000              0.000000   \n",
       "34  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "35  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "36  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "37  0.000000       0.000000   0.023810  0.000000              0.000000   \n",
       "\n",
       "    Breakfast Spot   Brewery  Bubble Tea Shop  Building  Burger Joint  \\\n",
       "0         0.020000  0.000000         0.000000      0.01      0.030000   \n",
       "1         0.017544  0.000000         0.000000      0.00      0.000000   \n",
       "2         0.080000  0.000000         0.000000      0.00      0.000000   \n",
       "3         0.000000  0.058824         0.000000      0.00      0.000000   \n",
       "4         0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "5         0.022727  0.000000         0.000000      0.00      0.000000   \n",
       "6         0.000000  0.000000         0.022727      0.00      0.034091   \n",
       "7         0.010000  0.010000         0.010000      0.00      0.020000   \n",
       "8         0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "9         0.011494  0.000000         0.022989      0.00      0.022989   \n",
       "10        0.020000  0.000000         0.000000      0.01      0.010000   \n",
       "11        0.000000  0.028571         0.000000      0.00      0.000000   \n",
       "12        0.125000  0.000000         0.000000      0.00      0.000000   \n",
       "13        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "14        0.000000  0.000000         0.000000      0.00      0.020000   \n",
       "15        0.000000  0.062500         0.000000      0.00      0.000000   \n",
       "16        0.000000  0.000000         0.000000      0.01      0.030000   \n",
       "17        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "18        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "19        0.000000  0.030000         0.010000      0.00      0.000000   \n",
       "20        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "21        0.037736  0.018868         0.000000      0.00      0.000000   \n",
       "22        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "23        0.000000  0.014925         0.000000      0.00      0.000000   \n",
       "24        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "25        0.000000  0.000000         0.000000      0.00      0.045455   \n",
       "26        0.133333  0.000000         0.000000      0.00      0.000000   \n",
       "27        0.000000  0.000000         0.000000      0.20      0.000000   \n",
       "28        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "29        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "30        0.000000  0.000000         0.020000      0.00      0.010000   \n",
       "31        0.030000  0.000000         0.000000      0.00      0.000000   \n",
       "32        0.020202  0.000000         0.000000      0.00      0.000000   \n",
       "33        0.000000  0.024390         0.000000      0.00      0.000000   \n",
       "34        0.000000  0.000000         0.000000      0.00      0.047619   \n",
       "35        0.000000  0.000000         0.000000      0.00      0.000000   \n",
       "36        0.000000  0.045455         0.000000      0.00      0.045455   \n",
       "37        0.000000  0.023810         0.023810      0.00      0.000000   \n",
       "\n",
       "    Burrito Place  Bus Line   Butcher      Café  Cajun / Creole Restaurant  \\\n",
       "0        0.010000  0.000000  0.000000  0.050000                       0.00   \n",
       "1        0.000000  0.000000  0.000000  0.035088                       0.00   \n",
       "2        0.040000  0.000000  0.000000  0.120000                       0.00   \n",
       "3        0.058824  0.000000  0.000000  0.000000                       0.00   \n",
       "4        0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "5        0.000000  0.000000  0.022727  0.045455                       0.00   \n",
       "6        0.000000  0.000000  0.000000  0.045455                       0.00   \n",
       "7        0.010000  0.000000  0.000000  0.060000                       0.00   \n",
       "8        0.000000  0.000000  0.000000  0.187500                       0.00   \n",
       "9        0.011494  0.000000  0.000000  0.022989                       0.00   \n",
       "10       0.000000  0.000000  0.000000  0.060000                       0.00   \n",
       "11       0.000000  0.000000  0.000000  0.057143                       0.00   \n",
       "12       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "13       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "14       0.000000  0.000000  0.000000  0.080000                       0.00   \n",
       "15       0.000000  0.000000  0.000000  0.062500                       0.00   \n",
       "16       0.010000  0.000000  0.000000  0.070000                       0.00   \n",
       "17       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "18       0.000000  0.000000  0.000000  0.147059                       0.00   \n",
       "19       0.000000  0.000000  0.000000  0.040000                       0.00   \n",
       "20       0.000000  0.000000  0.000000  0.080000                       0.04   \n",
       "21       0.000000  0.000000  0.000000  0.056604                       0.00   \n",
       "22       0.000000  0.333333  0.000000  0.000000                       0.00   \n",
       "23       0.000000  0.000000  0.000000  0.029851                       0.00   \n",
       "24       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "25       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "26       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "27       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "28       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "29       0.028571  0.000000  0.000000  0.085714                       0.00   \n",
       "30       0.010000  0.000000  0.000000  0.030000                       0.00   \n",
       "31       0.000000  0.000000  0.000000  0.060000                       0.00   \n",
       "32       0.000000  0.000000  0.000000  0.040404                       0.00   \n",
       "33       0.000000  0.000000  0.000000  0.097561                       0.00   \n",
       "34       0.000000  0.000000  0.000000  0.142857                       0.00   \n",
       "35       0.000000  0.000000  0.000000  0.000000                       0.00   \n",
       "36       0.045455  0.000000  0.000000  0.000000                       0.00   \n",
       "37       0.000000  0.000000  0.000000  0.023810                       0.00   \n",
       "\n",
       "    Camera Store  Caribbean Restaurant  Cheese Shop  Chinese Restaurant  \\\n",
       "0           0.00              0.000000     0.000000            0.000000   \n",
       "1           0.00              0.000000     0.035088            0.000000   \n",
       "2           0.00              0.040000     0.000000            0.000000   \n",
       "3           0.00              0.000000     0.000000            0.000000   \n",
       "4           0.00              0.000000     0.000000            0.000000   \n",
       "5           0.00              0.022727     0.000000            0.022727   \n",
       "6           0.00              0.000000     0.000000            0.022727   \n",
       "7           0.00              0.020000     0.010000            0.050000   \n",
       "8           0.00              0.000000     0.000000            0.000000   \n",
       "9           0.00              0.011494     0.000000            0.011494   \n",
       "10          0.00              0.000000     0.000000            0.000000   \n",
       "11          0.00              0.000000     0.000000            0.000000   \n",
       "12          0.00              0.000000     0.000000            0.000000   \n",
       "13          0.00              0.000000     0.000000            0.000000   \n",
       "14          0.00              0.000000     0.000000            0.000000   \n",
       "15          0.00              0.000000     0.000000            0.000000   \n",
       "16          0.00              0.000000     0.000000            0.000000   \n",
       "17          0.00              0.000000     0.000000            0.000000   \n",
       "18          0.00              0.000000     0.000000            0.029412   \n",
       "19          0.00              0.000000     0.000000            0.010000   \n",
       "20          0.00              0.000000     0.000000            0.000000   \n",
       "21          0.00              0.000000     0.000000            0.000000   \n",
       "22          0.00              0.000000     0.000000            0.000000   \n",
       "23          0.00              0.000000     0.000000            0.000000   \n",
       "24          0.00              0.000000     0.000000            0.000000   \n",
       "25          0.00              0.000000     0.000000            0.045455   \n",
       "26          0.00              0.000000     0.000000            0.000000   \n",
       "27          0.00              0.000000     0.000000            0.000000   \n",
       "28          0.00              0.000000     0.000000            0.000000   \n",
       "29          0.00              0.000000     0.000000            0.000000   \n",
       "30          0.00              0.000000     0.000000            0.010000   \n",
       "31          0.01              0.000000     0.020000            0.000000   \n",
       "32          0.00              0.000000     0.020202            0.000000   \n",
       "33          0.00              0.000000     0.024390            0.024390   \n",
       "34          0.00              0.000000     0.000000            0.000000   \n",
       "35          0.00              0.000000     0.000000            0.000000   \n",
       "36          0.00              0.000000     0.000000            0.000000   \n",
       "37          0.00              0.023810     0.000000            0.000000   \n",
       "\n",
       "    Chocolate Shop    Church  Climbing Gym  Clothing Store  Cocktail Bar  \\\n",
       "0         0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "1         0.000000  0.000000          0.00        0.017544      0.052632   \n",
       "2         0.000000  0.000000          0.04        0.000000      0.000000   \n",
       "3         0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "4         0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "5         0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "6         0.000000  0.000000          0.00        0.011364      0.000000   \n",
       "7         0.000000  0.000000          0.00        0.000000      0.020000   \n",
       "8         0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "9         0.000000  0.000000          0.00        0.011494      0.000000   \n",
       "10        0.000000  0.000000          0.00        0.000000      0.010000   \n",
       "11        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "12        0.000000  0.000000          0.00        0.125000      0.000000   \n",
       "13        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "14        0.000000  0.000000          0.00        0.000000      0.010000   \n",
       "15        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "16        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "17        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "18        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "19        0.000000  0.000000          0.00        0.010000      0.000000   \n",
       "20        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "21        0.018868  0.000000          0.00        0.000000      0.000000   \n",
       "22        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "23        0.000000  0.000000          0.00        0.000000      0.029851   \n",
       "24        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "25        0.000000  0.000000          0.00        0.136364      0.000000   \n",
       "26        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "27        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "28        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "29        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "30        0.000000  0.000000          0.00        0.070000      0.000000   \n",
       "31        0.000000  0.010000          0.00        0.040000      0.020000   \n",
       "32        0.000000  0.010101          0.00        0.010101      0.030303   \n",
       "33        0.000000  0.000000          0.00        0.024390      0.000000   \n",
       "34        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "35        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "36        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "37        0.000000  0.000000          0.00        0.000000      0.000000   \n",
       "\n",
       "    Coffee Shop  College Arts Building  College Gym  College Rec Center  \\\n",
       "0      0.070000               0.000000     0.000000                0.00   \n",
       "1      0.070175               0.000000     0.000000                0.00   \n",
       "2      0.080000               0.000000     0.000000                0.00   \n",
       "3      0.000000               0.000000     0.000000                0.00   \n",
       "4      0.058824               0.000000     0.000000                0.00   \n",
       "5      0.068182               0.000000     0.000000                0.00   \n",
       "6      0.147727               0.000000     0.000000                0.00   \n",
       "7      0.040000               0.000000     0.000000                0.00   \n",
       "8      0.062500               0.000000     0.000000                0.00   \n",
       "9      0.068966               0.000000     0.000000                0.00   \n",
       "10     0.120000               0.000000     0.000000                0.00   \n",
       "11     0.057143               0.000000     0.000000                0.00   \n",
       "12     0.000000               0.000000     0.000000                0.00   \n",
       "13     0.125000               0.000000     0.000000                0.00   \n",
       "14     0.140000               0.000000     0.000000                0.00   \n",
       "15     0.000000               0.000000     0.000000                0.00   \n",
       "16     0.120000               0.000000     0.000000                0.00   \n",
       "17     0.000000               0.000000     0.000000                0.00   \n",
       "18     0.000000               0.029412     0.029412                0.00   \n",
       "19     0.130000               0.000000     0.000000                0.00   \n",
       "20     0.000000               0.000000     0.000000                0.00   \n",
       "21     0.150943               0.000000     0.000000                0.00   \n",
       "22     0.000000               0.000000     0.000000                0.00   \n",
       "23     0.059701               0.000000     0.000000                0.00   \n",
       "24     0.000000               0.000000     0.000000                0.00   \n",
       "25     0.090909               0.000000     0.000000                0.00   \n",
       "26     0.066667               0.000000     0.000000                0.00   \n",
       "27     0.000000               0.000000     0.000000                0.00   \n",
       "28     0.000000               0.000000     0.000000                0.00   \n",
       "29     0.085714               0.000000     0.000000                0.00   \n",
       "30     0.090000               0.000000     0.000000                0.01   \n",
       "31     0.070000               0.000000     0.000000                0.00   \n",
       "32     0.111111               0.000000     0.000000                0.00   \n",
       "33     0.073171               0.000000     0.000000                0.00   \n",
       "34     0.095238               0.000000     0.000000                0.00   \n",
       "35     0.000000               0.000000     0.000000                0.00   \n",
       "36     0.045455               0.000000     0.000000                0.00   \n",
       "37     0.095238               0.000000     0.000000                0.00   \n",
       "\n",
       "    Colombian Restaurant  Comfort Food Restaurant  Comic Shop  Concert Hall  \\\n",
       "0                   0.01                 0.000000    0.000000      0.020000   \n",
       "1                   0.00                 0.017544    0.000000      0.017544   \n",
       "2                   0.00                 0.000000    0.000000      0.000000   \n",
       "3                   0.00                 0.000000    0.058824      0.000000   \n",
       "4                   0.00                 0.000000    0.000000      0.000000   \n",
       "5                   0.00                 0.000000    0.000000      0.000000   \n",
       "6                   0.00                 0.000000    0.011364      0.000000   \n",
       "7                   0.00                 0.020000    0.000000      0.000000   \n",
       "8                   0.00                 0.000000    0.000000      0.000000   \n",
       "9                   0.00                 0.000000    0.000000      0.000000   \n",
       "10                  0.00                 0.000000    0.000000      0.010000   \n",
       "11                  0.00                 0.000000    0.000000      0.000000   \n",
       "12                  0.00                 0.000000    0.000000      0.000000   \n",
       "13                  0.00                 0.000000    0.000000      0.000000   \n",
       "14                  0.00                 0.000000    0.000000      0.020000   \n",
       "15                  0.00                 0.000000    0.000000      0.000000   \n",
       "16                  0.00                 0.000000    0.000000      0.020000   \n",
       "17                  0.00                 0.000000    0.000000      0.000000   \n",
       "18                  0.00                 0.029412    0.000000      0.000000   \n",
       "19                  0.00                 0.000000    0.000000      0.000000   \n",
       "20                  0.00                 0.000000    0.000000      0.000000   \n",
       "21                  0.00                 0.000000    0.000000      0.000000   \n",
       "22                  0.00                 0.000000    0.000000      0.000000   \n",
       "23                  0.00                 0.000000    0.000000      0.000000   \n",
       "24                  0.00                 0.000000    0.000000      0.000000   \n",
       "25                  0.00                 0.000000    0.000000      0.000000   \n",
       "26                  0.00                 0.000000    0.000000      0.000000   \n",
       "27                  0.00                 0.000000    0.000000      0.000000   \n",
       "28                  0.00                 0.000000    0.000000      0.000000   \n",
       "29                  0.00                 0.000000    0.000000      0.000000   \n",
       "30                  0.00                 0.000000    0.010000      0.000000   \n",
       "31                  0.00                 0.000000    0.000000      0.000000   \n",
       "32                  0.00                 0.010101    0.000000      0.010101   \n",
       "33                  0.00                 0.024390    0.000000      0.000000   \n",
       "34                  0.00                 0.000000    0.000000      0.000000   \n",
       "35                  0.00                 0.000000    0.000000      0.000000   \n",
       "36                  0.00                 0.000000    0.000000      0.000000   \n",
       "37                  0.00                 0.000000    0.000000      0.000000   \n",
       "\n",
       "    Convenience Store  Cosmetics Shop  Coworking Space  Creperie  \\\n",
       "0             0.00000        0.020000          0.00000  0.000000   \n",
       "1             0.00000        0.017544          0.00000  0.017544   \n",
       "2             0.04000        0.000000          0.00000  0.000000   \n",
       "3             0.00000        0.000000          0.00000  0.000000   \n",
       "4             0.00000        0.000000          0.00000  0.000000   \n",
       "5             0.00000        0.000000          0.00000  0.000000   \n",
       "6             0.00000        0.000000          0.00000  0.000000   \n",
       "7             0.00000        0.000000          0.00000  0.000000   \n",
       "8             0.06250        0.000000          0.00000  0.000000   \n",
       "9             0.00000        0.000000          0.00000  0.011494   \n",
       "10            0.00000        0.000000          0.00000  0.010000   \n",
       "11            0.00000        0.000000          0.00000  0.000000   \n",
       "12            0.00000        0.000000          0.00000  0.000000   \n",
       "13            0.00000        0.000000          0.00000  0.000000   \n",
       "14            0.00000        0.000000          0.00000  0.000000   \n",
       "15            0.00000        0.000000          0.00000  0.000000   \n",
       "16            0.00000        0.000000          0.00000  0.000000   \n",
       "17            0.00000        0.000000          0.00000  0.000000   \n",
       "18            0.00000        0.000000          0.00000  0.000000   \n",
       "19            0.00000        0.000000          0.00000  0.000000   \n",
       "20            0.00000        0.000000          0.00000  0.000000   \n",
       "21            0.00000        0.018868          0.00000  0.000000   \n",
       "22            0.00000        0.000000          0.00000  0.000000   \n",
       "23            0.00000        0.000000          0.00000  0.000000   \n",
       "24            0.00000        0.000000          0.00000  0.000000   \n",
       "25            0.00000        0.045455          0.00000  0.000000   \n",
       "26            0.00000        0.000000          0.00000  0.000000   \n",
       "27            0.00000        0.000000          0.00000  0.000000   \n",
       "28            0.00000        0.000000          0.00000  0.000000   \n",
       "29            0.00000        0.000000          0.00000  0.000000   \n",
       "30            0.00000        0.040000          0.00000  0.000000   \n",
       "31            0.00000        0.030000          0.00000  0.010000   \n",
       "32            0.00000        0.020202          0.00000  0.020202   \n",
       "33            0.02439        0.000000          0.02439  0.000000   \n",
       "34            0.00000        0.047619          0.00000  0.000000   \n",
       "35            0.00000        0.000000          0.00000  0.000000   \n",
       "36            0.00000        0.000000          0.00000  0.000000   \n",
       "37            0.00000        0.023810          0.00000  0.000000   \n",
       "\n",
       "    Cuban Restaurant  Cupcake Shop  Dance Studio  Deli / Bodega  \\\n",
       "0           0.000000      0.000000      0.000000       0.010000   \n",
       "1           0.000000      0.000000      0.000000       0.000000   \n",
       "2           0.000000      0.000000      0.000000       0.000000   \n",
       "3           0.000000      0.000000      0.000000       0.000000   \n",
       "4           0.000000      0.000000      0.000000       0.000000   \n",
       "5           0.000000      0.000000      0.000000       0.022727   \n",
       "6           0.000000      0.000000      0.000000       0.000000   \n",
       "7           0.000000      0.000000      0.000000       0.000000   \n",
       "8           0.000000      0.000000      0.000000       0.000000   \n",
       "9           0.000000      0.000000      0.011494       0.000000   \n",
       "10          0.000000      0.000000      0.000000       0.030000   \n",
       "11          0.000000      0.000000      0.028571       0.000000   \n",
       "12          0.000000      0.000000      0.000000       0.000000   \n",
       "13          0.000000      0.000000      0.000000       0.000000   \n",
       "14          0.000000      0.000000      0.000000       0.030000   \n",
       "15          0.000000      0.000000      0.000000       0.000000   \n",
       "16          0.000000      0.000000      0.000000       0.030000   \n",
       "17          0.000000      0.000000      0.000000       0.000000   \n",
       "18          0.000000      0.000000      0.000000       0.000000   \n",
       "19          0.000000      0.000000      0.010000       0.010000   \n",
       "20          0.000000      0.000000      0.000000       0.000000   \n",
       "21          0.000000      0.000000      0.000000       0.000000   \n",
       "22          0.000000      0.000000      0.000000       0.000000   \n",
       "23          0.014925      0.014925      0.000000       0.014925   \n",
       "24          0.000000      0.000000      0.000000       0.000000   \n",
       "25          0.000000      0.000000      0.000000       0.000000   \n",
       "26          0.066667      0.000000      0.000000       0.000000   \n",
       "27          0.000000      0.000000      0.000000       0.000000   \n",
       "28          0.000000      0.000000      0.000000       0.000000   \n",
       "29          0.000000      0.000000      0.000000       0.000000   \n",
       "30          0.000000      0.000000      0.000000       0.000000   \n",
       "31          0.000000      0.000000      0.000000       0.000000   \n",
       "32          0.000000      0.000000      0.000000       0.010101   \n",
       "33          0.000000      0.000000      0.000000       0.000000   \n",
       "34          0.000000      0.000000      0.000000       0.000000   \n",
       "35          0.000000      0.000000      0.000000       0.000000   \n",
       "36          0.000000      0.000000      0.000000       0.000000   \n",
       "37          0.000000      0.000000      0.000000       0.000000   \n",
       "\n",
       "    Department Store  Dessert Shop  Dim Sum Restaurant     Diner  \\\n",
       "0           0.010000      0.000000                0.00  0.000000   \n",
       "1           0.000000      0.000000                0.00  0.017544   \n",
       "2           0.000000      0.000000                0.00  0.000000   \n",
       "3           0.000000      0.000000                0.00  0.000000   \n",
       "4           0.000000      0.000000                0.00  0.000000   \n",
       "5           0.000000      0.000000                0.00  0.022727   \n",
       "6           0.011364      0.011364                0.00  0.011364   \n",
       "7           0.000000      0.020000                0.01  0.000000   \n",
       "8           0.000000      0.000000                0.00  0.062500   \n",
       "9           0.000000      0.011494                0.00  0.011494   \n",
       "10          0.010000      0.000000                0.00  0.000000   \n",
       "11          0.000000      0.085714                0.00  0.028571   \n",
       "12          0.000000      0.000000                0.00  0.000000   \n",
       "13          0.000000      0.000000                0.00  0.000000   \n",
       "14          0.000000      0.000000                0.00  0.000000   \n",
       "15          0.000000      0.000000                0.00  0.000000   \n",
       "16          0.010000      0.000000                0.00  0.000000   \n",
       "17          0.000000      0.000000                0.00  0.000000   \n",
       "18          0.000000      0.029412                0.00  0.000000   \n",
       "19          0.000000      0.010000                0.00  0.000000   \n",
       "20          0.000000      0.000000                0.00  0.040000   \n",
       "21          0.000000      0.018868                0.00  0.000000   \n",
       "22          0.000000      0.000000                0.00  0.000000   \n",
       "23          0.000000      0.000000                0.00  0.014925   \n",
       "24          0.000000      0.000000                0.00  0.000000   \n",
       "25          0.000000      0.045455                0.00  0.045455   \n",
       "26          0.000000      0.066667                0.00  0.000000   \n",
       "27          0.000000      0.000000                0.00  0.000000   \n",
       "28          0.000000      0.000000                0.00  0.000000   \n",
       "29          0.000000      0.028571                0.00  0.028571   \n",
       "30          0.010000      0.010000                0.00  0.010000   \n",
       "31          0.010000      0.000000                0.00  0.020000   \n",
       "32          0.000000      0.000000                0.00  0.010101   \n",
       "33          0.000000      0.000000                0.00  0.024390   \n",
       "34          0.000000      0.000000                0.00  0.000000   \n",
       "35          0.000000      0.000000                0.00  0.000000   \n",
       "36          0.000000      0.000000                0.00  0.000000   \n",
       "37          0.000000      0.023810                0.00  0.023810   \n",
       "\n",
       "    Discount Store   Dog Run  Doner Restaurant  Donut Shop  \\\n",
       "0         0.000000  0.000000              0.00    0.000000   \n",
       "1         0.000000  0.000000              0.00    0.000000   \n",
       "2         0.000000  0.000000              0.00    0.000000   \n",
       "3         0.000000  0.000000              0.00    0.000000   \n",
       "4         0.000000  0.000000              0.00    0.000000   \n",
       "5         0.000000  0.000000              0.00    0.000000   \n",
       "6         0.011364  0.000000              0.00    0.011364   \n",
       "7         0.000000  0.000000              0.01    0.020000   \n",
       "8         0.000000  0.000000              0.00    0.000000   \n",
       "9         0.000000  0.011494              0.00    0.000000   \n",
       "10        0.000000  0.000000              0.00    0.000000   \n",
       "11        0.000000  0.000000              0.00    0.000000   \n",
       "12        0.000000  0.125000              0.00    0.000000   \n",
       "13        0.000000  0.000000              0.00    0.000000   \n",
       "14        0.000000  0.000000              0.00    0.000000   \n",
       "15        0.000000  0.000000              0.00    0.000000   \n",
       "16        0.000000  0.000000              0.00    0.000000   \n",
       "17        0.000000  0.000000              0.00    0.000000   \n",
       "18        0.000000  0.000000              0.00    0.000000   \n",
       "19        0.010000  0.000000              0.00    0.000000   \n",
       "20        0.040000  0.000000              0.00    0.000000   \n",
       "21        0.000000  0.000000              0.00    0.000000   \n",
       "22        0.000000  0.000000              0.00    0.000000   \n",
       "23        0.000000  0.014925              0.00    0.000000   \n",
       "24        0.000000  0.000000              0.00    0.000000   \n",
       "25        0.000000  0.000000              0.00    0.000000   \n",
       "26        0.000000  0.066667              0.00    0.000000   \n",
       "27        0.000000  0.000000              0.00    0.000000   \n",
       "28        0.000000  0.000000              0.00    0.000000   \n",
       "29        0.000000  0.000000              0.00    0.000000   \n",
       "30        0.000000  0.000000              0.00    0.000000   \n",
       "31        0.000000  0.000000              0.00    0.000000   \n",
       "32        0.000000  0.000000              0.00    0.000000   \n",
       "33        0.000000  0.000000              0.00    0.000000   \n",
       "34        0.000000  0.000000              0.00    0.000000   \n",
       "35        0.000000  0.000000              0.00    0.000000   \n",
       "36        0.000000  0.000000              0.00    0.000000   \n",
       "37        0.000000  0.000000              0.00    0.000000   \n",
       "\n",
       "    Dumpling Restaurant  Eastern European Restaurant  Electronics Store  \\\n",
       "0                  0.00                     0.000000           0.010000   \n",
       "1                  0.00                     0.000000           0.000000   \n",
       "2                  0.00                     0.000000           0.000000   \n",
       "3                  0.00                     0.000000           0.000000   \n",
       "4                  0.00                     0.000000           0.000000   \n",
       "5                  0.00                     0.000000           0.000000   \n",
       "6                  0.00                     0.000000           0.000000   \n",
       "7                  0.03                     0.000000           0.000000   \n",
       "8                  0.00                     0.000000           0.000000   \n",
       "9                  0.00                     0.000000           0.000000   \n",
       "10                 0.00                     0.000000           0.000000   \n",
       "11                 0.00                     0.000000           0.000000   \n",
       "12                 0.00                     0.000000           0.000000   \n",
       "13                 0.00                     0.000000           0.000000   \n",
       "14                 0.00                     0.000000           0.000000   \n",
       "15                 0.00                     0.000000           0.000000   \n",
       "16                 0.00                     0.000000           0.000000   \n",
       "17                 0.00                     0.000000           0.000000   \n",
       "18                 0.00                     0.000000           0.000000   \n",
       "19                 0.00                     0.000000           0.000000   \n",
       "20                 0.00                     0.000000           0.000000   \n",
       "21                 0.00                     0.000000           0.018868   \n",
       "22                 0.00                     0.000000           0.000000   \n",
       "23                 0.00                     0.000000           0.000000   \n",
       "24                 0.00                     0.000000           0.000000   \n",
       "25                 0.00                     0.000000           0.000000   \n",
       "26                 0.00                     0.066667           0.000000   \n",
       "27                 0.00                     0.000000           0.000000   \n",
       "28                 0.00                     0.000000           0.000000   \n",
       "29                 0.00                     0.000000           0.000000   \n",
       "30                 0.00                     0.000000           0.000000   \n",
       "31                 0.00                     0.000000           0.010000   \n",
       "32                 0.00                     0.000000           0.000000   \n",
       "33                 0.00                     0.000000           0.000000   \n",
       "34                 0.00                     0.000000           0.000000   \n",
       "35                 0.00                     0.000000           0.000000   \n",
       "36                 0.00                     0.000000           0.000000   \n",
       "37                 0.00                     0.000000           0.000000   \n",
       "\n",
       "    Ethiopian Restaurant  Event Space  Falafel Restaurant  Farmers Market  \\\n",
       "0               0.000000     0.000000            0.000000        0.000000   \n",
       "1               0.000000     0.000000            0.000000        0.035088   \n",
       "2               0.000000     0.000000            0.000000        0.000000   \n",
       "3               0.000000     0.000000            0.000000        0.058824   \n",
       "4               0.000000     0.000000            0.000000        0.000000   \n",
       "5               0.000000     0.000000            0.000000        0.000000   \n",
       "6               0.000000     0.000000            0.011364        0.000000   \n",
       "7               0.000000     0.000000            0.000000        0.020000   \n",
       "8               0.000000     0.000000            0.000000        0.000000   \n",
       "9               0.011494     0.000000            0.000000        0.000000   \n",
       "10              0.000000     0.000000            0.000000        0.000000   \n",
       "11              0.000000     0.000000            0.000000        0.028571   \n",
       "12              0.000000     0.000000            0.000000        0.000000   \n",
       "13              0.000000     0.000000            0.000000        0.000000   \n",
       "14              0.000000     0.000000            0.000000        0.000000   \n",
       "15              0.000000     0.000000            0.000000        0.000000   \n",
       "16              0.000000     0.000000            0.000000        0.000000   \n",
       "17              0.000000     0.000000            0.000000        0.000000   \n",
       "18              0.000000     0.000000            0.000000        0.000000   \n",
       "19              0.000000     0.010000            0.000000        0.000000   \n",
       "20              0.000000     0.000000            0.000000        0.000000   \n",
       "21              0.000000     0.018868            0.000000        0.018868   \n",
       "22              0.000000     0.000000            0.000000        0.000000   \n",
       "23              0.000000     0.000000            0.000000        0.000000   \n",
       "24              0.000000     0.000000            0.000000        0.000000   \n",
       "25              0.000000     0.000000            0.000000        0.000000   \n",
       "26              0.000000     0.000000            0.000000        0.000000   \n",
       "27              0.000000     0.000000            0.000000        0.000000   \n",
       "28              0.000000     0.000000            0.000000        0.000000   \n",
       "29              0.000000     0.000000            0.028571        0.000000   \n",
       "30              0.010000     0.000000            0.000000        0.000000   \n",
       "31              0.000000     0.000000            0.000000        0.020000   \n",
       "32              0.000000     0.000000            0.000000        0.020202   \n",
       "33              0.000000     0.000000            0.000000        0.000000   \n",
       "34              0.000000     0.000000            0.000000        0.000000   \n",
       "35              0.000000     0.000000            0.000000        0.000000   \n",
       "36              0.000000     0.000000            0.000000        0.000000   \n",
       "37              0.000000     0.000000            0.000000        0.000000   \n",
       "\n",
       "    Fast Food Restaurant  Filipino Restaurant  Fish & Chips Shop  Fish Market  \\\n",
       "0               0.000000                 0.00           0.000000     0.000000   \n",
       "1               0.000000                 0.00           0.000000     0.017544   \n",
       "2               0.000000                 0.00           0.000000     0.000000   \n",
       "3               0.058824                 0.00           0.000000     0.000000   \n",
       "4               0.000000                 0.00           0.000000     0.000000   \n",
       "5               0.000000                 0.00           0.000000     0.000000   \n",
       "6               0.000000                 0.00           0.000000     0.000000   \n",
       "7               0.000000                 0.01           0.010000     0.000000   \n",
       "8               0.000000                 0.00           0.000000     0.000000   \n",
       "9               0.022989                 0.00           0.000000     0.000000   \n",
       "10              0.010000                 0.00           0.000000     0.000000   \n",
       "11              0.000000                 0.00           0.000000     0.000000   \n",
       "12              0.000000                 0.00           0.000000     0.000000   \n",
       "13              0.000000                 0.00           0.000000     0.000000   \n",
       "14              0.010000                 0.00           0.000000     0.000000   \n",
       "15              0.000000                 0.00           0.000000     0.000000   \n",
       "16              0.000000                 0.00           0.000000     0.000000   \n",
       "17              0.000000                 0.00           0.000000     0.000000   \n",
       "18              0.000000                 0.00           0.000000     0.000000   \n",
       "19              0.000000                 0.00           0.000000     0.000000   \n",
       "20              0.040000                 0.00           0.000000     0.000000   \n",
       "21              0.000000                 0.00           0.000000     0.000000   \n",
       "22              0.000000                 0.00           0.000000     0.000000   \n",
       "23              0.000000                 0.00           0.000000     0.000000   \n",
       "24              0.000000                 0.00           0.000000     0.000000   \n",
       "25              0.000000                 0.00           0.000000     0.000000   \n",
       "26              0.000000                 0.00           0.000000     0.000000   \n",
       "27              0.000000                 0.00           0.000000     0.000000   \n",
       "28              0.000000                 0.00           0.000000     0.000000   \n",
       "29              0.000000                 0.00           0.028571     0.028571   \n",
       "30              0.030000                 0.00           0.000000     0.000000   \n",
       "31              0.010000                 0.00           0.000000     0.000000   \n",
       "32              0.020202                 0.00           0.000000     0.010101   \n",
       "33              0.000000                 0.00           0.000000     0.024390   \n",
       "34              0.000000                 0.00           0.000000     0.000000   \n",
       "35              0.000000                 0.00           0.000000     0.000000   \n",
       "36              0.045455                 0.00           0.045455     0.000000   \n",
       "37              0.000000                 0.00           0.000000     0.000000   \n",
       "\n",
       "    Flea Market  Flower Shop      Food  Food & Drink Shop  Food Court  \\\n",
       "0          0.00     0.000000  0.000000           0.000000        0.01   \n",
       "1          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "2          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "3          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "4          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "5          0.00     0.022727  0.000000           0.000000        0.00   \n",
       "6          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "7          0.00     0.000000  0.000000           0.000000        0.01   \n",
       "8          0.00     0.000000  0.000000           0.000000        0.00   \n",
       "9          0.00     0.000000  0.000000           0.011494        0.00   \n",
       "10         0.00     0.000000  0.000000           0.000000        0.01   \n",
       "11         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "12         0.00     0.000000  0.000000           0.125000        0.00   \n",
       "13         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "14         0.00     0.000000  0.000000           0.000000        0.02   \n",
       "15         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "16         0.00     0.000000  0.000000           0.000000        0.01   \n",
       "17         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "18         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "19         0.00     0.000000  0.000000           0.000000        0.01   \n",
       "20         0.04     0.000000  0.000000           0.000000        0.00   \n",
       "21         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "22         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "23         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "24         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "25         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "26         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "27         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "28         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "29         0.00     0.000000  0.028571           0.000000        0.00   \n",
       "30         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "31         0.00     0.000000  0.000000           0.010000        0.00   \n",
       "32         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "33         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "34         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "35         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "36         0.00     0.000000  0.000000           0.045455        0.00   \n",
       "37         0.00     0.000000  0.000000           0.000000        0.00   \n",
       "\n",
       "    Food Truck  Fountain  French Restaurant  Fried Chicken Joint  \\\n",
       "0     0.000000  0.000000           0.000000             0.000000   \n",
       "1     0.000000  0.017544           0.017544             0.000000   \n",
       "2     0.000000  0.000000           0.000000             0.000000   \n",
       "3     0.000000  0.000000           0.000000             0.000000   \n",
       "4     0.000000  0.000000           0.000000             0.000000   \n",
       "5     0.000000  0.000000           0.000000             0.000000   \n",
       "6     0.000000  0.000000           0.011364             0.022727   \n",
       "7     0.000000  0.000000           0.000000             0.000000   \n",
       "8     0.000000  0.000000           0.000000             0.000000   \n",
       "9     0.000000  0.000000           0.000000             0.000000   \n",
       "10    0.010000  0.010000           0.010000             0.010000   \n",
       "11    0.000000  0.000000           0.000000             0.028571   \n",
       "12    0.000000  0.000000           0.000000             0.000000   \n",
       "13    0.000000  0.000000           0.000000             0.062500   \n",
       "14    0.000000  0.000000           0.010000             0.010000   \n",
       "15    0.000000  0.000000           0.000000             0.000000   \n",
       "16    0.000000  0.000000           0.000000             0.010000   \n",
       "17    0.000000  0.000000           0.000000             0.000000   \n",
       "18    0.000000  0.000000           0.029412             0.000000   \n",
       "19    0.000000  0.000000           0.000000             0.030000   \n",
       "20    0.000000  0.000000           0.000000             0.040000   \n",
       "21    0.000000  0.000000           0.018868             0.000000   \n",
       "22    0.000000  0.000000           0.000000             0.000000   \n",
       "23    0.000000  0.000000           0.029851             0.000000   \n",
       "24    0.000000  0.000000           0.000000             0.000000   \n",
       "25    0.000000  0.000000           0.000000             0.000000   \n",
       "26    0.000000  0.000000           0.000000             0.000000   \n",
       "27    0.000000  0.000000           0.000000             0.000000   \n",
       "28    0.000000  0.000000           0.000000             0.000000   \n",
       "29    0.000000  0.000000           0.028571             0.000000   \n",
       "30    0.000000  0.000000           0.000000             0.000000   \n",
       "31    0.010000  0.010000           0.010000             0.000000   \n",
       "32    0.010101  0.010101           0.010101             0.000000   \n",
       "33    0.000000  0.000000           0.000000             0.000000   \n",
       "34    0.000000  0.000000           0.000000             0.000000   \n",
       "35    0.000000  0.000000           0.000000             0.000000   \n",
       "36    0.000000  0.000000           0.000000             0.000000   \n",
       "37    0.000000  0.000000           0.000000             0.000000   \n",
       "\n",
       "    Fruit & Vegetable Store  Furniture / Home Store  Gaming Cafe    Garden  \\\n",
       "0                   0.00000                0.000000         0.00  0.000000   \n",
       "1                   0.00000                0.000000         0.00  0.000000   \n",
       "2                   0.00000                0.040000         0.00  0.000000   \n",
       "3                   0.00000                0.000000         0.00  0.058824   \n",
       "4                   0.00000                0.000000         0.00  0.000000   \n",
       "5                   0.00000                0.000000         0.00  0.000000   \n",
       "6                   0.00000                0.011364         0.00  0.000000   \n",
       "7                   0.00000                0.010000         0.02  0.000000   \n",
       "8                   0.00000                0.000000         0.00  0.000000   \n",
       "9                   0.00000                0.000000         0.00  0.000000   \n",
       "10                  0.00000                0.000000         0.00  0.000000   \n",
       "11                  0.00000                0.000000         0.00  0.000000   \n",
       "12                  0.00000                0.000000         0.00  0.000000   \n",
       "13                  0.00000                0.000000         0.00  0.000000   \n",
       "14                  0.00000                0.000000         0.00  0.000000   \n",
       "15                  0.00000                0.000000         0.00  0.000000   \n",
       "16                  0.00000                0.000000         0.00  0.000000   \n",
       "17                  0.00000                0.000000         0.00  0.000000   \n",
       "18                  0.00000                0.000000         0.00  0.000000   \n",
       "19                  0.00000                0.000000         0.00  0.000000   \n",
       "20                  0.00000                0.040000         0.00  0.000000   \n",
       "21                  0.00000                0.000000         0.00  0.000000   \n",
       "22                  0.00000                0.000000         0.00  0.000000   \n",
       "23                  0.00000                0.000000         0.00  0.000000   \n",
       "24                  0.00000                0.000000         0.00  0.000000   \n",
       "25                  0.00000                0.000000         0.00  0.000000   \n",
       "26                  0.00000                0.000000         0.00  0.000000   \n",
       "27                  0.00000                0.000000         0.00  0.000000   \n",
       "28                  0.00000                0.000000         0.00  0.333333   \n",
       "29                  0.00000                0.000000         0.00  0.000000   \n",
       "30                  0.00000                0.010000         0.00  0.000000   \n",
       "31                  0.00000                0.010000         0.00  0.000000   \n",
       "32                  0.00000                0.000000         0.00  0.000000   \n",
       "33                  0.00000                0.000000         0.00  0.000000   \n",
       "34                  0.00000                0.000000         0.00  0.000000   \n",
       "35                  0.00000                0.000000         0.00  0.000000   \n",
       "36                  0.00000                0.000000         0.00  0.000000   \n",
       "37                  0.02381                0.047619         0.00  0.000000   \n",
       "\n",
       "    Garden Center  Gastropub   Gay Bar  General Entertainment  General Travel  \\\n",
       "0        0.000000   0.020000  0.000000               0.000000            0.01   \n",
       "1        0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "2        0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "3        0.058824   0.000000  0.000000               0.000000            0.00   \n",
       "4        0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "5        0.000000   0.022727  0.000000               0.022727            0.00   \n",
       "6        0.000000   0.011364  0.000000               0.000000            0.00   \n",
       "7        0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "8        0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "9        0.000000   0.022989  0.034483               0.011494            0.00   \n",
       "10       0.000000   0.030000  0.000000               0.000000            0.01   \n",
       "11       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "12       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "13       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "14       0.000000   0.030000  0.000000               0.000000            0.01   \n",
       "15       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "16       0.000000   0.030000  0.000000               0.000000            0.01   \n",
       "17       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "18       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "19       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "20       0.000000   0.040000  0.000000               0.000000            0.00   \n",
       "21       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "22       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "23       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "24       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "25       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "26       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "27       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "28       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "29       0.000000   0.028571  0.000000               0.000000            0.00   \n",
       "30       0.000000   0.010000  0.000000               0.000000            0.00   \n",
       "31       0.000000   0.030000  0.000000               0.000000            0.00   \n",
       "32       0.000000   0.010101  0.000000               0.000000            0.00   \n",
       "33       0.000000   0.024390  0.024390               0.000000            0.00   \n",
       "34       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "35       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "36       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "37       0.000000   0.000000  0.000000               0.000000            0.00   \n",
       "\n",
       "    German Restaurant  Gift Shop  Gluten-free Restaurant  Gourmet Shop  \\\n",
       "0                0.00   0.000000                    0.01      0.000000   \n",
       "1                0.00   0.000000                    0.00      0.017544   \n",
       "2                0.00   0.000000                    0.00      0.000000   \n",
       "3                0.00   0.000000                    0.00      0.000000   \n",
       "4                0.00   0.000000                    0.00      0.000000   \n",
       "5                0.00   0.022727                    0.00      0.000000   \n",
       "6                0.00   0.000000                    0.00      0.000000   \n",
       "7                0.00   0.000000                    0.00      0.010000   \n",
       "8                0.00   0.000000                    0.00      0.000000   \n",
       "9                0.00   0.000000                    0.00      0.000000   \n",
       "10               0.00   0.000000                    0.01      0.000000   \n",
       "11               0.00   0.000000                    0.00      0.028571   \n",
       "12               0.00   0.000000                    0.00      0.000000   \n",
       "13               0.00   0.000000                    0.00      0.000000   \n",
       "14               0.00   0.000000                    0.01      0.000000   \n",
       "15               0.00   0.000000                    0.00      0.000000   \n",
       "16               0.00   0.000000                    0.01      0.000000   \n",
       "17               0.00   0.000000                    0.00      0.000000   \n",
       "18               0.00   0.000000                    0.00      0.000000   \n",
       "19               0.00   0.000000                    0.00      0.000000   \n",
       "20               0.00   0.000000                    0.00      0.000000   \n",
       "21               0.00   0.000000                    0.00      0.000000   \n",
       "22               0.00   0.000000                    0.00      0.000000   \n",
       "23               0.00   0.014925                    0.00      0.000000   \n",
       "24               0.00   0.000000                    0.00      0.000000   \n",
       "25               0.00   0.045455                    0.00      0.000000   \n",
       "26               0.00   0.133333                    0.00      0.000000   \n",
       "27               0.00   0.000000                    0.00      0.000000   \n",
       "28               0.00   0.000000                    0.00      0.000000   \n",
       "29               0.00   0.000000                    0.00      0.028571   \n",
       "30               0.00   0.000000                    0.00      0.000000   \n",
       "31               0.01   0.000000                    0.00      0.000000   \n",
       "32               0.00   0.000000                    0.00      0.010101   \n",
       "33               0.00   0.000000                    0.00      0.000000   \n",
       "34               0.00   0.000000                    0.00      0.000000   \n",
       "35               0.00   0.000000                    0.00      0.000000   \n",
       "36               0.00   0.000000                    0.00      0.000000   \n",
       "37               0.00   0.000000                    0.00      0.000000   \n",
       "\n",
       "    Greek Restaurant  Grocery Store       Gym  Gym / Fitness Center  \\\n",
       "0           0.010000       0.000000  0.020000              0.010000   \n",
       "1           0.017544       0.000000  0.000000              0.000000   \n",
       "2           0.000000       0.040000  0.040000              0.000000   \n",
       "3           0.000000       0.000000  0.000000              0.000000   \n",
       "4           0.000000       0.000000  0.000000              0.000000   \n",
       "5           0.000000       0.045455  0.000000              0.000000   \n",
       "6           0.000000       0.000000  0.000000              0.022727   \n",
       "7           0.000000       0.020000  0.000000              0.000000   \n",
       "8           0.000000       0.187500  0.000000              0.000000   \n",
       "9           0.000000       0.011494  0.022989              0.000000   \n",
       "10          0.010000       0.000000  0.030000              0.010000   \n",
       "11          0.028571       0.000000  0.057143              0.000000   \n",
       "12          0.000000       0.000000  0.125000              0.000000   \n",
       "13          0.000000       0.000000  0.000000              0.000000   \n",
       "14          0.010000       0.000000  0.010000              0.010000   \n",
       "15          0.000000       0.000000  0.000000              0.062500   \n",
       "16          0.010000       0.000000  0.030000              0.010000   \n",
       "17          0.000000       0.000000  0.000000              0.000000   \n",
       "18          0.000000       0.000000  0.029412              0.000000   \n",
       "19          0.000000       0.000000  0.000000              0.000000   \n",
       "20          0.000000       0.040000  0.000000              0.000000   \n",
       "21          0.018868       0.000000  0.000000              0.018868   \n",
       "22          0.000000       0.000000  0.000000              0.000000   \n",
       "23          0.014925       0.000000  0.000000              0.014925   \n",
       "24          0.000000       0.000000  0.333333              0.000000   \n",
       "25          0.000000       0.000000  0.000000              0.045455   \n",
       "26          0.000000       0.000000  0.000000              0.000000   \n",
       "27          0.000000       0.000000  0.000000              0.000000   \n",
       "28          0.000000       0.000000  0.000000              0.000000   \n",
       "29          0.000000       0.000000  0.000000              0.000000   \n",
       "30          0.000000       0.000000  0.010000              0.010000   \n",
       "31          0.000000       0.010000  0.010000              0.000000   \n",
       "32          0.000000       0.000000  0.020202              0.000000   \n",
       "33          0.000000       0.000000  0.000000              0.024390   \n",
       "34          0.000000       0.000000  0.000000              0.000000   \n",
       "35          0.000000       0.000000  0.000000              0.000000   \n",
       "36          0.000000       0.000000  0.045455              0.000000   \n",
       "37          0.190476       0.023810  0.000000              0.000000   \n",
       "\n",
       "    Harbor / Marina  Health & Beauty Service  Health Food Store  \\\n",
       "0          0.000000                 0.000000           0.000000   \n",
       "1          0.000000                 0.000000           0.000000   \n",
       "2          0.000000                 0.000000           0.000000   \n",
       "3          0.000000                 0.000000           0.000000   \n",
       "4          0.058824                 0.000000           0.000000   \n",
       "5          0.000000                 0.000000           0.000000   \n",
       "6          0.000000                 0.000000           0.000000   \n",
       "7          0.000000                 0.000000           0.000000   \n",
       "8          0.000000                 0.000000           0.000000   \n",
       "9          0.000000                 0.011494           0.000000   \n",
       "10         0.000000                 0.000000           0.000000   \n",
       "11         0.000000                 0.000000           0.000000   \n",
       "12         0.000000                 0.000000           0.000000   \n",
       "13         0.000000                 0.062500           0.000000   \n",
       "14         0.000000                 0.000000           0.000000   \n",
       "15         0.000000                 0.000000           0.000000   \n",
       "16         0.000000                 0.000000           0.000000   \n",
       "17         0.000000                 0.000000           0.000000   \n",
       "18         0.000000                 0.000000           0.000000   \n",
       "19         0.000000                 0.000000           0.000000   \n",
       "20         0.000000                 0.000000           0.000000   \n",
       "21         0.000000                 0.000000           0.018868   \n",
       "22         0.000000                 0.000000           0.000000   \n",
       "23         0.000000                 0.000000           0.000000   \n",
       "24         0.000000                 0.000000           0.000000   \n",
       "25         0.000000                 0.000000           0.000000   \n",
       "26         0.000000                 0.000000           0.000000   \n",
       "27         0.000000                 0.000000           0.000000   \n",
       "28         0.000000                 0.333333           0.000000   \n",
       "29         0.000000                 0.000000           0.000000   \n",
       "30         0.000000                 0.000000           0.000000   \n",
       "31         0.000000                 0.000000           0.000000   \n",
       "32         0.000000                 0.000000           0.000000   \n",
       "33         0.000000                 0.000000           0.000000   \n",
       "34         0.000000                 0.000000           0.000000   \n",
       "35         0.000000                 0.000000           0.250000   \n",
       "36         0.000000                 0.000000           0.000000   \n",
       "37         0.000000                 0.000000           0.000000   \n",
       "\n",
       "    Historic Site  History Museum  Hobby Shop  Home Service  Hookah Bar  \\\n",
       "0        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "1        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "2        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "3        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "4        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "5        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "6        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "7        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "8        0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "9        0.000000        0.000000    0.011494      0.000000        0.00   \n",
       "10       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "11       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "12       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "13       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "14       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "15       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "16       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "17       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "18       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "19       0.000000        0.020000    0.000000      0.000000        0.00   \n",
       "20       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "21       0.018868        0.000000    0.000000      0.000000        0.00   \n",
       "22       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "23       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "24       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "25       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "26       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "27       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "28       0.000000        0.000000    0.000000      0.333333        0.00   \n",
       "29       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "30       0.000000        0.000000    0.000000      0.000000        0.01   \n",
       "31       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "32       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "33       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "34       0.000000        0.047619    0.000000      0.000000        0.00   \n",
       "35       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "36       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "37       0.000000        0.000000    0.000000      0.000000        0.00   \n",
       "\n",
       "    Hospital    Hostel     Hotel  Hotel Bar  Hotpot Restaurant  \\\n",
       "0       0.00  0.000000  0.030000       0.00               0.00   \n",
       "1       0.00  0.000000  0.017544       0.00               0.00   \n",
       "2       0.00  0.000000  0.000000       0.00               0.00   \n",
       "3       0.00  0.000000  0.000000       0.00               0.00   \n",
       "4       0.00  0.000000  0.000000       0.00               0.00   \n",
       "5       0.00  0.000000  0.000000       0.00               0.00   \n",
       "6       0.00  0.000000  0.011364       0.00               0.00   \n",
       "7       0.01  0.000000  0.000000       0.01               0.01   \n",
       "8       0.00  0.000000  0.000000       0.00               0.00   \n",
       "9       0.00  0.000000  0.022989       0.00               0.00   \n",
       "10      0.00  0.000000  0.060000       0.00               0.00   \n",
       "11      0.00  0.000000  0.000000       0.00               0.00   \n",
       "12      0.00  0.000000  0.125000       0.00               0.00   \n",
       "13      0.00  0.000000  0.000000       0.00               0.00   \n",
       "14      0.00  0.000000  0.070000       0.01               0.00   \n",
       "15      0.00  0.000000  0.000000       0.00               0.00   \n",
       "16      0.00  0.000000  0.040000       0.00               0.00   \n",
       "17      0.00  0.000000  0.000000       0.00               0.00   \n",
       "18      0.00  0.000000  0.000000       0.00               0.00   \n",
       "19      0.00  0.000000  0.050000       0.01               0.00   \n",
       "20      0.00  0.000000  0.000000       0.00               0.00   \n",
       "21      0.00  0.000000  0.018868       0.00               0.00   \n",
       "22      0.00  0.000000  0.000000       0.00               0.00   \n",
       "23      0.00  0.000000  0.000000       0.00               0.00   \n",
       "24      0.00  0.000000  0.000000       0.00               0.00   \n",
       "25      0.00  0.000000  0.000000       0.00               0.00   \n",
       "26      0.00  0.000000  0.000000       0.00               0.00   \n",
       "27      0.00  0.000000  0.000000       0.00               0.00   \n",
       "28      0.00  0.000000  0.000000       0.00               0.00   \n",
       "29      0.00  0.000000  0.000000       0.00               0.00   \n",
       "30      0.00  0.000000  0.010000       0.00               0.00   \n",
       "31      0.00  0.010000  0.050000       0.00               0.00   \n",
       "32      0.00  0.010101  0.030303       0.00               0.00   \n",
       "33      0.00  0.000000  0.000000       0.00               0.00   \n",
       "34      0.00  0.000000  0.000000       0.00               0.00   \n",
       "35      0.00  0.000000  0.000000       0.00               0.00   \n",
       "36      0.00  0.000000  0.000000       0.00               0.00   \n",
       "37      0.00  0.000000  0.000000       0.00               0.00   \n",
       "\n",
       "    Ice Cream Shop  Indian Restaurant  Indie Movie Theater  Intersection  \\\n",
       "0         0.010000           0.010000             0.000000      0.000000   \n",
       "1         0.000000           0.017544             0.000000      0.000000   \n",
       "2         0.000000           0.000000             0.000000      0.040000   \n",
       "3         0.000000           0.000000             0.000000      0.000000   \n",
       "4         0.000000           0.000000             0.000000      0.000000   \n",
       "5         0.000000           0.022727             0.000000      0.000000   \n",
       "6         0.034091           0.011364             0.000000      0.000000   \n",
       "7         0.010000           0.000000             0.000000      0.000000   \n",
       "8         0.000000           0.000000             0.000000      0.000000   \n",
       "9         0.011494           0.011494             0.000000      0.000000   \n",
       "10        0.010000           0.000000             0.000000      0.000000   \n",
       "11        0.000000           0.028571             0.028571      0.000000   \n",
       "12        0.000000           0.000000             0.000000      0.000000   \n",
       "13        0.000000           0.000000             0.000000      0.000000   \n",
       "14        0.010000           0.000000             0.000000      0.000000   \n",
       "15        0.000000           0.000000             0.000000      0.000000   \n",
       "16        0.010000           0.000000             0.000000      0.000000   \n",
       "17        0.000000           0.000000             0.000000      0.000000   \n",
       "18        0.000000           0.000000             0.000000      0.000000   \n",
       "19        0.010000           0.010000             0.000000      0.000000   \n",
       "20        0.000000           0.000000             0.000000      0.000000   \n",
       "21        0.018868           0.000000             0.000000      0.000000   \n",
       "22        0.000000           0.000000             0.000000      0.000000   \n",
       "23        0.014925           0.000000             0.000000      0.000000   \n",
       "24        0.000000           0.000000             0.000000      0.000000   \n",
       "25        0.000000           0.000000             0.000000      0.000000   \n",
       "26        0.000000           0.000000             0.000000      0.000000   \n",
       "27        0.000000           0.000000             0.000000      0.000000   \n",
       "28        0.000000           0.000000             0.000000      0.000000   \n",
       "29        0.000000           0.000000             0.028571      0.000000   \n",
       "30        0.020000           0.000000             0.000000      0.000000   \n",
       "31        0.000000           0.000000             0.000000      0.000000   \n",
       "32        0.000000           0.010101             0.000000      0.000000   \n",
       "33        0.024390           0.000000             0.000000      0.000000   \n",
       "34        0.000000           0.047619             0.000000      0.000000   \n",
       "35        0.000000           0.000000             0.000000      0.000000   \n",
       "36        0.045455           0.000000             0.000000      0.045455   \n",
       "37        0.071429           0.023810             0.000000      0.000000   \n",
       "\n",
       "    Irish Pub  Italian Restaurant  Japanese Restaurant  Jazz Club  \\\n",
       "0    0.000000            0.010000             0.010000   0.010000   \n",
       "1    0.017544            0.017544             0.000000   0.017544   \n",
       "2    0.000000            0.040000             0.000000   0.000000   \n",
       "3    0.000000            0.000000             0.000000   0.000000   \n",
       "4    0.000000            0.000000             0.000000   0.000000   \n",
       "5    0.000000            0.045455             0.022727   0.000000   \n",
       "6    0.000000            0.068182             0.022727   0.000000   \n",
       "7    0.000000            0.010000             0.010000   0.010000   \n",
       "8    0.000000            0.062500             0.000000   0.000000   \n",
       "9    0.000000            0.011494             0.045977   0.000000   \n",
       "10   0.010000            0.030000             0.010000   0.010000   \n",
       "11   0.000000            0.057143             0.028571   0.000000   \n",
       "12   0.000000            0.000000             0.000000   0.000000   \n",
       "13   0.000000            0.000000             0.000000   0.000000   \n",
       "14   0.000000            0.030000             0.020000   0.000000   \n",
       "15   0.000000            0.000000             0.000000   0.000000   \n",
       "16   0.000000            0.010000             0.020000   0.000000   \n",
       "17   0.000000            0.000000             0.000000   0.000000   \n",
       "18   0.000000            0.029412             0.058824   0.000000   \n",
       "19   0.000000            0.030000             0.010000   0.000000   \n",
       "20   0.000000            0.040000             0.000000   0.000000   \n",
       "21   0.000000            0.018868             0.000000   0.000000   \n",
       "22   0.000000            0.000000             0.000000   0.000000   \n",
       "23   0.000000            0.014925             0.014925   0.000000   \n",
       "24   0.000000            0.000000             0.000000   0.000000   \n",
       "25   0.000000            0.000000             0.000000   0.000000   \n",
       "26   0.000000            0.066667             0.000000   0.000000   \n",
       "27   0.000000            0.000000             0.000000   0.000000   \n",
       "28   0.000000            0.000000             0.000000   0.000000   \n",
       "29   0.000000            0.057143             0.000000   0.000000   \n",
       "30   0.000000            0.030000             0.010000   0.000000   \n",
       "31   0.000000            0.030000             0.020000   0.010000   \n",
       "32   0.010101            0.030303             0.020202   0.010101   \n",
       "33   0.000000            0.048780             0.000000   0.000000   \n",
       "34   0.000000            0.000000             0.000000   0.000000   \n",
       "35   0.000000            0.000000             0.000000   0.000000   \n",
       "36   0.000000            0.045455             0.000000   0.000000   \n",
       "37   0.000000            0.071429             0.000000   0.000000   \n",
       "\n",
       "    Jewelry Store  Jewish Restaurant  Juice Bar  Korean Restaurant  Lake  \\\n",
       "0        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "1        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "2        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "3        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "4        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "5        0.022727           0.000000   0.000000           0.000000  0.00   \n",
       "6        0.000000           0.000000   0.011364           0.011364  0.00   \n",
       "7        0.000000           0.000000   0.000000           0.010000  0.00   \n",
       "8        0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "9        0.000000           0.000000   0.011494           0.000000  0.00   \n",
       "10       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "11       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "12       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "13       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "14       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "15       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "16       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "17       0.250000           0.000000   0.000000           0.000000  0.00   \n",
       "18       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "19       0.000000           0.000000   0.000000           0.000000  0.01   \n",
       "20       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "21       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "22       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "23       0.000000           0.000000   0.014925           0.014925  0.00   \n",
       "24       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "25       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "26       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "27       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "28       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "29       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "30       0.000000           0.000000   0.000000           0.000000  0.01   \n",
       "31       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "32       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "33       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "34       0.000000           0.047619   0.000000           0.000000  0.00   \n",
       "35       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "36       0.000000           0.000000   0.000000           0.000000  0.00   \n",
       "37       0.000000           0.000000   0.023810           0.000000  0.00   \n",
       "\n",
       "    Latin American Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0                    0.010000            0.000000            0.01   \n",
       "1                    0.000000            0.000000            0.00   \n",
       "2                    0.000000            0.000000            0.00   \n",
       "3                    0.000000            0.058824            0.00   \n",
       "4                    0.000000            0.000000            0.00   \n",
       "5                    0.000000            0.000000            0.00   \n",
       "6                    0.000000            0.000000            0.00   \n",
       "7                    0.000000            0.000000            0.00   \n",
       "8                    0.000000            0.000000            0.00   \n",
       "9                    0.000000            0.000000            0.00   \n",
       "10                   0.000000            0.000000            0.00   \n",
       "11                   0.000000            0.000000            0.00   \n",
       "12                   0.000000            0.000000            0.00   \n",
       "13                   0.000000            0.062500            0.00   \n",
       "14                   0.000000            0.000000            0.00   \n",
       "15                   0.000000            0.000000            0.00   \n",
       "16                   0.000000            0.000000            0.00   \n",
       "17                   0.000000            0.000000            0.00   \n",
       "18                   0.000000            0.000000            0.00   \n",
       "19                   0.000000            0.000000            0.00   \n",
       "20                   0.000000            0.000000            0.00   \n",
       "21                   0.000000            0.000000            0.00   \n",
       "22                   0.000000            0.000000            0.00   \n",
       "23                   0.000000            0.000000            0.00   \n",
       "24                   0.000000            0.000000            0.00   \n",
       "25                   0.000000            0.000000            0.00   \n",
       "26                   0.000000            0.000000            0.00   \n",
       "27                   0.000000            0.000000            0.00   \n",
       "28                   0.000000            0.000000            0.00   \n",
       "29                   0.028571            0.000000            0.00   \n",
       "30                   0.000000            0.000000            0.02   \n",
       "31                   0.010000            0.000000            0.02   \n",
       "32                   0.000000            0.000000            0.00   \n",
       "33                   0.024390            0.000000            0.00   \n",
       "34                   0.000000            0.000000            0.00   \n",
       "35                   0.000000            0.000000            0.00   \n",
       "36                   0.000000            0.000000            0.00   \n",
       "37                   0.000000            0.000000            0.00   \n",
       "\n",
       "    Liquor Store    Lounge  Mac & Cheese Joint  Malay Restaurant    Market  \\\n",
       "0       0.000000  0.010000            0.000000          0.000000  0.000000   \n",
       "1       0.017544  0.017544            0.000000          0.000000  0.000000   \n",
       "2       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "3       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "4       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "5       0.022727  0.000000            0.000000          0.000000  0.022727   \n",
       "6       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "7       0.010000  0.000000            0.000000          0.000000  0.000000   \n",
       "8       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "9       0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "10      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "11      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "12      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "13      0.062500  0.000000            0.000000          0.000000  0.000000   \n",
       "14      0.000000  0.020000            0.000000          0.000000  0.000000   \n",
       "15      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "16      0.000000  0.010000            0.000000          0.000000  0.000000   \n",
       "17      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "18      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "19      0.000000  0.010000            0.000000          0.000000  0.000000   \n",
       "20      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "21      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "22      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "23      0.000000  0.000000            0.014925          0.014925  0.000000   \n",
       "24      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "25      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "26      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "27      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "28      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "29      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "30      0.000000  0.010000            0.000000          0.000000  0.000000   \n",
       "31      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "32      0.010101  0.020202            0.000000          0.000000  0.000000   \n",
       "33      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "34      0.047619  0.000000            0.000000          0.000000  0.000000   \n",
       "35      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "36      0.045455  0.000000            0.000000          0.000000  0.000000   \n",
       "37      0.023810  0.023810            0.000000          0.000000  0.000000   \n",
       "\n",
       "    Martial Arts Dojo  Massage Studio  Mediterranean Restaurant  Men's Store  \\\n",
       "0                0.00            0.00                  0.010000     0.000000   \n",
       "1                0.00            0.00                  0.000000     0.000000   \n",
       "2                0.00            0.00                  0.000000     0.000000   \n",
       "3                0.00            0.00                  0.000000     0.000000   \n",
       "4                0.00            0.00                  0.000000     0.000000   \n",
       "5                0.00            0.00                  0.000000     0.000000   \n",
       "6                0.00            0.00                  0.000000     0.000000   \n",
       "7                0.01            0.01                  0.000000     0.000000   \n",
       "8                0.00            0.00                  0.000000     0.000000   \n",
       "9                0.00            0.00                  0.022989     0.022989   \n",
       "10               0.00            0.00                  0.000000     0.000000   \n",
       "11               0.00            0.00                  0.000000     0.000000   \n",
       "12               0.00            0.00                  0.000000     0.000000   \n",
       "13               0.00            0.00                  0.000000     0.000000   \n",
       "14               0.00            0.00                  0.000000     0.000000   \n",
       "15               0.00            0.00                  0.000000     0.000000   \n",
       "16               0.00            0.00                  0.010000     0.000000   \n",
       "17               0.00            0.00                  0.000000     0.000000   \n",
       "18               0.00            0.00                  0.000000     0.000000   \n",
       "19               0.00            0.00                  0.000000     0.000000   \n",
       "20               0.00            0.00                  0.000000     0.000000   \n",
       "21               0.00            0.00                  0.000000     0.000000   \n",
       "22               0.00            0.00                  0.000000     0.000000   \n",
       "23               0.00            0.00                  0.000000     0.059701   \n",
       "24               0.00            0.00                  0.000000     0.000000   \n",
       "25               0.00            0.00                  0.000000     0.000000   \n",
       "26               0.00            0.00                  0.000000     0.000000   \n",
       "27               0.00            0.00                  0.000000     0.000000   \n",
       "28               0.00            0.00                  0.000000     0.000000   \n",
       "29               0.00            0.00                  0.000000     0.000000   \n",
       "30               0.00            0.00                  0.000000     0.000000   \n",
       "31               0.00            0.00                  0.000000     0.000000   \n",
       "32               0.00            0.00                  0.000000     0.000000   \n",
       "33               0.00            0.00                  0.000000     0.000000   \n",
       "34               0.00            0.00                  0.000000     0.000000   \n",
       "35               0.00            0.00                  0.000000     0.000000   \n",
       "36               0.00            0.00                  0.000000     0.000000   \n",
       "37               0.00            0.00                  0.000000     0.000000   \n",
       "\n",
       "    Metro Station  Mexican Restaurant  Middle Eastern Restaurant  \\\n",
       "0        0.000000            0.000000                   0.000000   \n",
       "1        0.000000            0.000000                   0.000000   \n",
       "2        0.000000            0.000000                   0.000000   \n",
       "3        0.000000            0.000000                   0.000000   \n",
       "4        0.000000            0.000000                   0.000000   \n",
       "5        0.000000            0.000000                   0.000000   \n",
       "6        0.000000            0.000000                   0.022727   \n",
       "7        0.000000            0.040000                   0.000000   \n",
       "8        0.000000            0.000000                   0.000000   \n",
       "9        0.011494            0.011494                   0.000000   \n",
       "10       0.000000            0.000000                   0.000000   \n",
       "11       0.000000            0.000000                   0.000000   \n",
       "12       0.000000            0.000000                   0.000000   \n",
       "13       0.000000            0.000000                   0.000000   \n",
       "14       0.000000            0.000000                   0.000000   \n",
       "15       0.000000            0.000000                   0.062500   \n",
       "16       0.000000            0.000000                   0.000000   \n",
       "17       0.000000            0.000000                   0.000000   \n",
       "18       0.000000            0.000000                   0.000000   \n",
       "19       0.000000            0.010000                   0.000000   \n",
       "20       0.000000            0.080000                   0.000000   \n",
       "21       0.000000            0.037736                   0.000000   \n",
       "22       0.000000            0.000000                   0.000000   \n",
       "23       0.000000            0.000000                   0.000000   \n",
       "24       0.000000            0.000000                   0.000000   \n",
       "25       0.000000            0.045455                   0.000000   \n",
       "26       0.000000            0.000000                   0.000000   \n",
       "27       0.000000            0.000000                   0.000000   \n",
       "28       0.000000            0.000000                   0.000000   \n",
       "29       0.028571            0.000000                   0.000000   \n",
       "30       0.000000            0.010000                   0.030000   \n",
       "31       0.000000            0.000000                   0.010000   \n",
       "32       0.000000            0.000000                   0.000000   \n",
       "33       0.000000            0.000000                   0.024390   \n",
       "34       0.000000            0.000000                   0.000000   \n",
       "35       0.000000            0.000000                   0.000000   \n",
       "36       0.000000            0.000000                   0.000000   \n",
       "37       0.000000            0.000000                   0.000000   \n",
       "\n",
       "    Miscellaneous Shop  Modern European Restaurant  \\\n",
       "0             0.000000                    0.000000   \n",
       "1             0.000000                    0.000000   \n",
       "2             0.000000                    0.000000   \n",
       "3             0.000000                    0.000000   \n",
       "4             0.000000                    0.000000   \n",
       "5             0.000000                    0.000000   \n",
       "6             0.011364                    0.011364   \n",
       "7             0.000000                    0.000000   \n",
       "8             0.000000                    0.000000   \n",
       "9             0.000000                    0.000000   \n",
       "10            0.000000                    0.000000   \n",
       "11            0.000000                    0.000000   \n",
       "12            0.000000                    0.000000   \n",
       "13            0.000000                    0.000000   \n",
       "14            0.000000                    0.000000   \n",
       "15            0.000000                    0.000000   \n",
       "16            0.000000                    0.000000   \n",
       "17            0.000000                    0.000000   \n",
       "18            0.000000                    0.000000   \n",
       "19            0.000000                    0.000000   \n",
       "20            0.000000                    0.000000   \n",
       "21            0.000000                    0.000000   \n",
       "22            0.000000                    0.000000   \n",
       "23            0.014925                    0.000000   \n",
       "24            0.000000                    0.000000   \n",
       "25            0.000000                    0.000000   \n",
       "26            0.000000                    0.000000   \n",
       "27            0.000000                    0.000000   \n",
       "28            0.000000                    0.000000   \n",
       "29            0.000000                    0.000000   \n",
       "30            0.010000                    0.010000   \n",
       "31            0.000000                    0.000000   \n",
       "32            0.000000                    0.000000   \n",
       "33            0.000000                    0.000000   \n",
       "34            0.000000                    0.000000   \n",
       "35            0.000000                    0.000000   \n",
       "36            0.000000                    0.000000   \n",
       "37            0.000000                    0.000000   \n",
       "\n",
       "    Molecular Gastronomy Restaurant  Monument / Landmark  Movie Theater  \\\n",
       "0                          0.000000                 0.01       0.000000   \n",
       "1                          0.000000                 0.00       0.000000   \n",
       "2                          0.000000                 0.00       0.000000   \n",
       "3                          0.000000                 0.00       0.000000   \n",
       "4                          0.000000                 0.00       0.000000   \n",
       "5                          0.000000                 0.00       0.000000   \n",
       "6                          0.000000                 0.00       0.000000   \n",
       "7                          0.000000                 0.00       0.000000   \n",
       "8                          0.000000                 0.00       0.000000   \n",
       "9                          0.000000                 0.00       0.000000   \n",
       "10                         0.000000                 0.01       0.000000   \n",
       "11                         0.000000                 0.00       0.000000   \n",
       "12                         0.000000                 0.00       0.000000   \n",
       "13                         0.000000                 0.00       0.000000   \n",
       "14                         0.000000                 0.00       0.000000   \n",
       "15                         0.000000                 0.00       0.000000   \n",
       "16                         0.000000                 0.01       0.000000   \n",
       "17                         0.000000                 0.00       0.000000   \n",
       "18                         0.000000                 0.00       0.000000   \n",
       "19                         0.000000                 0.01       0.000000   \n",
       "20                         0.000000                 0.00       0.000000   \n",
       "21                         0.000000                 0.00       0.000000   \n",
       "22                         0.000000                 0.00       0.000000   \n",
       "23                         0.000000                 0.00       0.000000   \n",
       "24                         0.000000                 0.00       0.000000   \n",
       "25                         0.000000                 0.00       0.000000   \n",
       "26                         0.000000                 0.00       0.066667   \n",
       "27                         0.000000                 0.00       0.000000   \n",
       "28                         0.000000                 0.00       0.000000   \n",
       "29                         0.000000                 0.00       0.000000   \n",
       "30                         0.000000                 0.00       0.010000   \n",
       "31                         0.000000                 0.00       0.010000   \n",
       "32                         0.010101                 0.00       0.010101   \n",
       "33                         0.000000                 0.00       0.000000   \n",
       "34                         0.000000                 0.00       0.000000   \n",
       "35                         0.000000                 0.00       0.000000   \n",
       "36                         0.000000                 0.00       0.045455   \n",
       "37                         0.000000                 0.00       0.000000   \n",
       "\n",
       "      Museum  Music Venue  New American Restaurant  Nightclub  Noodle House  \\\n",
       "0   0.000000     0.000000                 0.010000   0.010000      0.010000   \n",
       "1   0.017544     0.000000                 0.000000   0.000000      0.000000   \n",
       "2   0.000000     0.040000                 0.000000   0.040000      0.000000   \n",
       "3   0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "4   0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "5   0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "6   0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "7   0.000000     0.000000                 0.000000   0.000000      0.010000   \n",
       "8   0.000000     0.000000                 0.000000   0.062500      0.000000   \n",
       "9   0.000000     0.000000                 0.000000   0.011494      0.000000   \n",
       "10  0.010000     0.000000                 0.010000   0.000000      0.000000   \n",
       "11  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "12  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "13  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "14  0.010000     0.000000                 0.010000   0.000000      0.000000   \n",
       "15  0.000000     0.062500                 0.000000   0.000000      0.000000   \n",
       "16  0.010000     0.000000                 0.010000   0.000000      0.010000   \n",
       "17  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "18  0.000000     0.000000                 0.000000   0.029412      0.029412   \n",
       "19  0.000000     0.020000                 0.010000   0.000000      0.000000   \n",
       "20  0.000000     0.040000                 0.000000   0.000000      0.000000   \n",
       "21  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "22  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "23  0.000000     0.014925                 0.029851   0.000000      0.000000   \n",
       "24  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "25  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "26  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "27  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "28  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "29  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "30  0.000000     0.010000                 0.000000   0.000000      0.000000   \n",
       "31  0.000000     0.000000                 0.010000   0.000000      0.000000   \n",
       "32  0.010101     0.000000                 0.000000   0.000000      0.000000   \n",
       "33  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "34  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "35  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "36  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "37  0.000000     0.000000                 0.000000   0.000000      0.000000   \n",
       "\n",
       "      Office  Opera House  Optical Shop  Organic Grocery  \\\n",
       "0   0.010000         0.01      0.000000             0.00   \n",
       "1   0.000000         0.00      0.000000             0.00   \n",
       "2   0.000000         0.00      0.000000             0.00   \n",
       "3   0.000000         0.00      0.000000             0.00   \n",
       "4   0.000000         0.00      0.000000             0.00   \n",
       "5   0.000000         0.00      0.000000             0.00   \n",
       "6   0.011364         0.00      0.000000             0.00   \n",
       "7   0.000000         0.00      0.000000             0.01   \n",
       "8   0.000000         0.00      0.000000             0.00   \n",
       "9   0.000000         0.00      0.000000             0.00   \n",
       "10  0.000000         0.00      0.000000             0.00   \n",
       "11  0.000000         0.00      0.000000             0.00   \n",
       "12  0.000000         0.00      0.000000             0.00   \n",
       "13  0.000000         0.00      0.000000             0.00   \n",
       "14  0.000000         0.00      0.000000             0.00   \n",
       "15  0.000000         0.00      0.000000             0.00   \n",
       "16  0.000000         0.01      0.000000             0.00   \n",
       "17  0.000000         0.00      0.000000             0.00   \n",
       "18  0.000000         0.00      0.000000             0.00   \n",
       "19  0.010000         0.00      0.000000             0.00   \n",
       "20  0.000000         0.00      0.000000             0.00   \n",
       "21  0.000000         0.00      0.000000             0.00   \n",
       "22  0.000000         0.00      0.000000             0.00   \n",
       "23  0.000000         0.00      0.000000             0.00   \n",
       "24  0.000000         0.00      0.000000             0.00   \n",
       "25  0.000000         0.00      0.000000             0.00   \n",
       "26  0.000000         0.00      0.000000             0.00   \n",
       "27  0.000000         0.00      0.000000             0.00   \n",
       "28  0.000000         0.00      0.000000             0.00   \n",
       "29  0.000000         0.00      0.000000             0.00   \n",
       "30  0.010000         0.00      0.000000             0.00   \n",
       "31  0.000000         0.00      0.000000             0.00   \n",
       "32  0.000000         0.00      0.010101             0.00   \n",
       "33  0.000000         0.00      0.000000             0.00   \n",
       "34  0.000000         0.00      0.000000             0.00   \n",
       "35  0.000000         0.00      0.000000             0.00   \n",
       "36  0.000000         0.00      0.000000             0.00   \n",
       "37  0.000000         0.00      0.000000             0.00   \n",
       "\n",
       "    Other Great Outdoors      Park  Performing Arts Venue  Persian Restaurant  \\\n",
       "0                   0.00  0.000000               0.000000            0.000000   \n",
       "1                   0.00  0.017544               0.000000            0.000000   \n",
       "2                   0.00  0.000000               0.040000            0.000000   \n",
       "3                   0.00  0.058824               0.000000            0.000000   \n",
       "4                   0.00  0.000000               0.000000            0.000000   \n",
       "5                   0.00  0.045455               0.000000            0.000000   \n",
       "6                   0.00  0.011364               0.000000            0.000000   \n",
       "7                   0.00  0.020000               0.000000            0.000000   \n",
       "8                   0.00  0.125000               0.000000            0.000000   \n",
       "9                   0.00  0.011494               0.000000            0.011494   \n",
       "10                  0.00  0.010000               0.000000            0.000000   \n",
       "11                  0.00  0.028571               0.000000            0.000000   \n",
       "12                  0.00  0.125000               0.000000            0.000000   \n",
       "13                  0.00  0.000000               0.000000            0.000000   \n",
       "14                  0.00  0.000000               0.000000            0.000000   \n",
       "15                  0.00  0.062500               0.000000            0.000000   \n",
       "16                  0.00  0.000000               0.000000            0.000000   \n",
       "17                  0.00  0.250000               0.000000            0.000000   \n",
       "18                  0.00  0.000000               0.000000            0.000000   \n",
       "19                  0.00  0.020000               0.010000            0.000000   \n",
       "20                  0.00  0.040000               0.000000            0.000000   \n",
       "21                  0.00  0.075472               0.018868            0.000000   \n",
       "22                  0.00  0.333333               0.000000            0.000000   \n",
       "23                  0.00  0.014925               0.000000            0.000000   \n",
       "24                  0.00  0.000000               0.000000            0.000000   \n",
       "25                  0.00  0.045455               0.000000            0.000000   \n",
       "26                  0.00  0.000000               0.000000            0.000000   \n",
       "27                  0.00  0.400000               0.000000            0.000000   \n",
       "28                  0.00  0.000000               0.000000            0.000000   \n",
       "29                  0.00  0.028571               0.000000            0.000000   \n",
       "30                  0.01  0.000000               0.000000            0.000000   \n",
       "31                  0.00  0.020000               0.000000            0.000000   \n",
       "32                  0.00  0.020202               0.000000            0.000000   \n",
       "33                  0.00  0.024390               0.000000            0.000000   \n",
       "34                  0.00  0.047619               0.000000            0.000000   \n",
       "35                  0.00  0.000000               0.000000            0.000000   \n",
       "36                  0.00  0.090909               0.000000            0.000000   \n",
       "37                  0.00  0.000000               0.000000            0.000000   \n",
       "\n",
       "    Pet Store  Pharmacy  Pizza Place     Plane  Playground  Plaza  Poke Place  \\\n",
       "0    0.000000  0.000000     0.020000  0.000000    0.000000   0.01    0.010000   \n",
       "1    0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "2    0.040000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "3    0.000000  0.000000     0.058824  0.000000    0.000000   0.00    0.000000   \n",
       "4    0.000000  0.000000     0.000000  0.058824    0.000000   0.00    0.000000   \n",
       "5    0.022727  0.022727     0.045455  0.000000    0.022727   0.00    0.000000   \n",
       "6    0.000000  0.000000     0.011364  0.000000    0.000000   0.00    0.011364   \n",
       "7    0.000000  0.010000     0.010000  0.000000    0.000000   0.00    0.000000   \n",
       "8    0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "9    0.000000  0.000000     0.011494  0.000000    0.000000   0.00    0.000000   \n",
       "10   0.000000  0.000000     0.010000  0.000000    0.000000   0.00    0.010000   \n",
       "11   0.000000  0.028571     0.057143  0.000000    0.000000   0.00    0.000000   \n",
       "12   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "13   0.000000  0.000000     0.062500  0.000000    0.000000   0.00    0.000000   \n",
       "14   0.000000  0.000000     0.020000  0.000000    0.000000   0.01    0.000000   \n",
       "15   0.062500  0.125000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "16   0.000000  0.000000     0.020000  0.000000    0.000000   0.01    0.000000   \n",
       "17   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "18   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "19   0.000000  0.000000     0.020000  0.000000    0.000000   0.02    0.000000   \n",
       "20   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "21   0.000000  0.000000     0.000000  0.000000    0.018868   0.00    0.000000   \n",
       "22   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "23   0.000000  0.000000     0.029851  0.000000    0.014925   0.00    0.000000   \n",
       "24   0.000000  0.000000     0.000000  0.000000    0.333333   0.00    0.000000   \n",
       "25   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "26   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "27   0.000000  0.000000     0.000000  0.000000    0.200000   0.00    0.000000   \n",
       "28   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "29   0.000000  0.000000     0.057143  0.000000    0.000000   0.00    0.000000   \n",
       "30   0.000000  0.000000     0.020000  0.000000    0.000000   0.01    0.000000   \n",
       "31   0.000000  0.000000     0.020000  0.000000    0.000000   0.00    0.010000   \n",
       "32   0.000000  0.000000     0.010101  0.000000    0.000000   0.00    0.010101   \n",
       "33   0.000000  0.000000     0.024390  0.000000    0.000000   0.00    0.000000   \n",
       "34   0.000000  0.047619     0.047619  0.000000    0.000000   0.00    0.000000   \n",
       "35   0.000000  0.000000     0.000000  0.000000    0.000000   0.00    0.000000   \n",
       "36   0.045455  0.000000     0.045455  0.000000    0.000000   0.00    0.000000   \n",
       "37   0.000000  0.000000     0.023810  0.000000    0.000000   0.00    0.000000   \n",
       "\n",
       "    Polish Restaurant  Portuguese Restaurant  Poutine Place       Pub  \\\n",
       "0            0.000000               0.000000       0.000000  0.000000   \n",
       "1            0.000000               0.000000       0.000000  0.017544   \n",
       "2            0.000000               0.000000       0.000000  0.000000   \n",
       "3            0.000000               0.000000       0.000000  0.000000   \n",
       "4            0.000000               0.000000       0.000000  0.000000   \n",
       "5            0.000000               0.000000       0.000000  0.045455   \n",
       "6            0.000000               0.011364       0.000000  0.000000   \n",
       "7            0.000000               0.000000       0.010000  0.000000   \n",
       "8            0.000000               0.000000       0.000000  0.000000   \n",
       "9            0.011494               0.000000       0.000000  0.022989   \n",
       "10           0.000000               0.000000       0.000000  0.010000   \n",
       "11           0.000000               0.000000       0.000000  0.000000   \n",
       "12           0.000000               0.000000       0.000000  0.000000   \n",
       "13           0.000000               0.000000       0.000000  0.125000   \n",
       "14           0.000000               0.000000       0.000000  0.010000   \n",
       "15           0.000000               0.000000       0.000000  0.000000   \n",
       "16           0.000000               0.000000       0.000000  0.010000   \n",
       "17           0.000000               0.000000       0.000000  0.000000   \n",
       "18           0.000000               0.000000       0.029412  0.029412   \n",
       "19           0.000000               0.000000       0.000000  0.000000   \n",
       "20           0.000000               0.000000       0.000000  0.000000   \n",
       "21           0.000000               0.000000       0.000000  0.056604   \n",
       "22           0.000000               0.000000       0.000000  0.000000   \n",
       "23           0.000000               0.000000       0.000000  0.014925   \n",
       "24           0.000000               0.000000       0.000000  0.000000   \n",
       "25           0.000000               0.000000       0.000000  0.000000   \n",
       "26           0.000000               0.000000       0.000000  0.000000   \n",
       "27           0.000000               0.000000       0.000000  0.000000   \n",
       "28           0.000000               0.000000       0.000000  0.000000   \n",
       "29           0.000000               0.000000       0.000000  0.028571   \n",
       "30           0.000000               0.000000       0.010000  0.010000   \n",
       "31           0.000000               0.000000       0.000000  0.010000   \n",
       "32           0.000000               0.000000       0.000000  0.020202   \n",
       "33           0.000000               0.000000       0.000000  0.000000   \n",
       "34           0.000000               0.000000       0.000000  0.047619   \n",
       "35           0.000000               0.000000       0.000000  0.250000   \n",
       "36           0.000000               0.000000       0.000000  0.045455   \n",
       "37           0.000000               0.000000       0.000000  0.023810   \n",
       "\n",
       "    Ramen Restaurant  Record Shop  Recording Studio  Rental Car Location  \\\n",
       "0           0.000000     0.010000          0.000000             0.000000   \n",
       "1           0.000000     0.000000          0.000000             0.000000   \n",
       "2           0.000000     0.000000          0.000000             0.000000   \n",
       "3           0.000000     0.000000          0.058824             0.000000   \n",
       "4           0.000000     0.000000          0.000000             0.000000   \n",
       "5           0.000000     0.000000          0.000000             0.000000   \n",
       "6           0.011364     0.000000          0.000000             0.000000   \n",
       "7           0.010000     0.010000          0.000000             0.000000   \n",
       "8           0.000000     0.000000          0.000000             0.000000   \n",
       "9           0.011494     0.000000          0.000000             0.000000   \n",
       "10          0.000000     0.000000          0.000000             0.000000   \n",
       "11          0.000000     0.000000          0.000000             0.000000   \n",
       "12          0.000000     0.000000          0.000000             0.000000   \n",
       "13          0.000000     0.000000          0.000000             0.000000   \n",
       "14          0.000000     0.000000          0.000000             0.000000   \n",
       "15          0.000000     0.000000          0.000000             0.000000   \n",
       "16          0.000000     0.000000          0.000000             0.000000   \n",
       "17          0.000000     0.000000          0.000000             0.000000   \n",
       "18          0.000000     0.000000          0.000000             0.000000   \n",
       "19          0.000000     0.000000          0.000000             0.000000   \n",
       "20          0.000000     0.000000          0.000000             0.000000   \n",
       "21          0.000000     0.000000          0.000000             0.000000   \n",
       "22          0.000000     0.000000          0.000000             0.000000   \n",
       "23          0.000000     0.014925          0.000000             0.000000   \n",
       "24          0.000000     0.000000          0.000000             0.000000   \n",
       "25          0.000000     0.000000          0.000000             0.045455   \n",
       "26          0.000000     0.000000          0.000000             0.000000   \n",
       "27          0.000000     0.000000          0.000000             0.000000   \n",
       "28          0.000000     0.000000          0.000000             0.000000   \n",
       "29          0.000000     0.000000          0.000000             0.000000   \n",
       "30          0.020000     0.000000          0.000000             0.000000   \n",
       "31          0.000000     0.000000          0.000000             0.000000   \n",
       "32          0.000000     0.000000          0.000000             0.000000   \n",
       "33          0.000000     0.000000          0.000000             0.000000   \n",
       "34          0.000000     0.000000          0.000000             0.000000   \n",
       "35          0.000000     0.000000          0.000000             0.000000   \n",
       "36          0.000000     0.000000          0.000000             0.000000   \n",
       "37          0.000000     0.000000          0.000000             0.000000   \n",
       "\n",
       "    Restaurant  Roof Deck  Sake Bar  Salad Place  Salon / Barbershop  \\\n",
       "0     0.030000       0.00  0.000000     0.010000            0.010000   \n",
       "1     0.017544       0.00  0.000000     0.000000            0.000000   \n",
       "2     0.040000       0.00  0.000000     0.000000            0.000000   \n",
       "3     0.058824       0.00  0.000000     0.000000            0.000000   \n",
       "4     0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "5     0.045455       0.00  0.000000     0.000000            0.000000   \n",
       "6     0.011364       0.00  0.000000     0.022727            0.000000   \n",
       "7     0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "8     0.062500       0.00  0.000000     0.000000            0.000000   \n",
       "9     0.034483       0.00  0.011494     0.000000            0.011494   \n",
       "10    0.040000       0.00  0.000000     0.010000            0.000000   \n",
       "11    0.028571       0.00  0.000000     0.000000            0.000000   \n",
       "12    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "13    0.062500       0.00  0.000000     0.000000            0.000000   \n",
       "14    0.040000       0.00  0.000000     0.010000            0.000000   \n",
       "15    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "16    0.040000       0.00  0.000000     0.010000            0.000000   \n",
       "17    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "18    0.058824       0.00  0.000000     0.000000            0.000000   \n",
       "19    0.020000       0.01  0.000000     0.010000            0.000000   \n",
       "20    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "21    0.037736       0.00  0.000000     0.000000            0.000000   \n",
       "22    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "23    0.029851       0.00  0.000000     0.000000            0.014925   \n",
       "24    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "25    0.045455       0.00  0.000000     0.000000            0.045455   \n",
       "26    0.066667       0.00  0.000000     0.000000            0.000000   \n",
       "27    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "28    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "29    0.028571       0.00  0.000000     0.000000            0.000000   \n",
       "30    0.020000       0.00  0.000000     0.000000            0.000000   \n",
       "31    0.050000       0.00  0.000000     0.000000            0.000000   \n",
       "32    0.040404       0.00  0.000000     0.000000            0.000000   \n",
       "33    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "34    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "35    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "36    0.000000       0.00  0.000000     0.000000            0.000000   \n",
       "37    0.023810       0.00  0.000000     0.000000            0.000000   \n",
       "\n",
       "    Sandwich Place  Scenic Lookout  Sculpture Garden  Seafood Restaurant  \\\n",
       "0         0.010000            0.00          0.000000            0.010000   \n",
       "1         0.000000            0.00          0.000000            0.035088   \n",
       "2         0.040000            0.00          0.000000            0.000000   \n",
       "3         0.000000            0.00          0.000000            0.000000   \n",
       "4         0.000000            0.00          0.058824            0.000000   \n",
       "5         0.022727            0.00          0.000000            0.000000   \n",
       "6         0.034091            0.00          0.000000            0.011364   \n",
       "7         0.000000            0.00          0.000000            0.000000   \n",
       "8         0.000000            0.00          0.000000            0.000000   \n",
       "9         0.000000            0.00          0.011494            0.011494   \n",
       "10        0.010000            0.00          0.000000            0.030000   \n",
       "11        0.085714            0.00          0.000000            0.028571   \n",
       "12        0.125000            0.00          0.000000            0.000000   \n",
       "13        0.000000            0.00          0.000000            0.000000   \n",
       "14        0.010000            0.00          0.000000            0.030000   \n",
       "15        0.000000            0.00          0.000000            0.000000   \n",
       "16        0.010000            0.00          0.000000            0.030000   \n",
       "17        0.000000            0.00          0.000000            0.000000   \n",
       "18        0.058824            0.00          0.000000            0.000000   \n",
       "19        0.010000            0.03          0.000000            0.010000   \n",
       "20        0.000000            0.00          0.000000            0.000000   \n",
       "21        0.000000            0.00          0.000000            0.000000   \n",
       "22        0.000000            0.00          0.000000            0.000000   \n",
       "23        0.000000            0.00          0.000000            0.000000   \n",
       "24        0.000000            0.00          0.000000            0.000000   \n",
       "25        0.000000            0.00          0.000000            0.000000   \n",
       "26        0.000000            0.00          0.000000            0.000000   \n",
       "27        0.000000            0.00          0.000000            0.000000   \n",
       "28        0.000000            0.00          0.000000            0.000000   \n",
       "29        0.028571            0.00          0.000000            0.000000   \n",
       "30        0.010000            0.00          0.000000            0.010000   \n",
       "31        0.000000            0.00          0.000000            0.020000   \n",
       "32        0.010101            0.00          0.000000            0.030303   \n",
       "33        0.024390            0.00          0.000000            0.024390   \n",
       "34        0.142857            0.00          0.000000            0.000000   \n",
       "35        0.000000            0.00          0.000000            0.000000   \n",
       "36        0.090909            0.00          0.000000            0.000000   \n",
       "37        0.000000            0.00          0.000000            0.000000   \n",
       "\n",
       "    Shoe Store  Shopping Mall  Skate Park  Skating Rink  Smoke Shop  \\\n",
       "0     0.000000       0.000000    0.000000          0.00    0.010000   \n",
       "1     0.000000       0.017544    0.000000          0.00    0.000000   \n",
       "2     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "3     0.000000       0.000000    0.058824          0.00    0.058824   \n",
       "4     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "5     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "6     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "7     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "8     0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "9     0.000000       0.000000    0.000000          0.00    0.011494   \n",
       "10    0.000000       0.010000    0.000000          0.00    0.000000   \n",
       "11    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "12    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "13    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "14    0.000000       0.010000    0.000000          0.00    0.000000   \n",
       "15    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "16    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "17    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "18    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "19    0.000000       0.000000    0.000000          0.01    0.000000   \n",
       "20    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "21    0.018868       0.000000    0.000000          0.00    0.000000   \n",
       "22    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "23    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "24    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "25    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "26    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "27    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "28    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "29    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "30    0.000000       0.010000    0.000000          0.00    0.010000   \n",
       "31    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "32    0.000000       0.010101    0.000000          0.00    0.000000   \n",
       "33    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "34    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "35    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "36    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "37    0.000000       0.000000    0.000000          0.00    0.000000   \n",
       "\n",
       "    Smoothie Shop  Snack Place  Soup Place  Southern / Soul Food Restaurant  \\\n",
       "0        0.000000     0.000000    0.000000                         0.000000   \n",
       "1        0.000000     0.000000    0.000000                         0.000000   \n",
       "2        0.000000     0.000000    0.000000                         0.000000   \n",
       "3        0.000000     0.000000    0.000000                         0.000000   \n",
       "4        0.000000     0.000000    0.000000                         0.000000   \n",
       "5        0.000000     0.022727    0.000000                         0.000000   \n",
       "6        0.011364     0.000000    0.000000                         0.000000   \n",
       "7        0.010000     0.010000    0.000000                         0.000000   \n",
       "8        0.000000     0.000000    0.000000                         0.000000   \n",
       "9        0.000000     0.000000    0.000000                         0.000000   \n",
       "10       0.000000     0.000000    0.000000                         0.000000   \n",
       "11       0.000000     0.000000    0.000000                         0.000000   \n",
       "12       0.000000     0.000000    0.000000                         0.000000   \n",
       "13       0.000000     0.000000    0.000000                         0.000000   \n",
       "14       0.000000     0.000000    0.000000                         0.000000   \n",
       "15       0.000000     0.000000    0.000000                         0.000000   \n",
       "16       0.000000     0.000000    0.000000                         0.000000   \n",
       "17       0.000000     0.000000    0.000000                         0.000000   \n",
       "18       0.000000     0.000000    0.000000                         0.000000   \n",
       "19       0.010000     0.000000    0.000000                         0.000000   \n",
       "20       0.000000     0.000000    0.000000                         0.000000   \n",
       "21       0.000000     0.000000    0.000000                         0.000000   \n",
       "22       0.000000     0.000000    0.000000                         0.000000   \n",
       "23       0.000000     0.000000    0.000000                         0.014925   \n",
       "24       0.000000     0.000000    0.000000                         0.000000   \n",
       "25       0.000000     0.000000    0.000000                         0.000000   \n",
       "26       0.000000     0.000000    0.000000                         0.000000   \n",
       "27       0.000000     0.000000    0.000000                         0.000000   \n",
       "28       0.000000     0.000000    0.000000                         0.000000   \n",
       "29       0.028571     0.000000    0.000000                         0.000000   \n",
       "30       0.000000     0.000000    0.000000                         0.000000   \n",
       "31       0.010000     0.000000    0.000000                         0.000000   \n",
       "32       0.000000     0.000000    0.010101                         0.000000   \n",
       "33       0.000000     0.000000    0.000000                         0.000000   \n",
       "34       0.000000     0.000000    0.000000                         0.000000   \n",
       "35       0.000000     0.000000    0.000000                         0.000000   \n",
       "36       0.000000     0.000000    0.000000                         0.000000   \n",
       "37       0.000000     0.000000    0.000000                         0.000000   \n",
       "\n",
       "         Spa  Speakeasy  Sporting Goods Shop  Sports Bar  Stadium  \\\n",
       "0   0.000000       0.01             0.000000    0.000000     0.00   \n",
       "1   0.000000       0.00             0.017544    0.000000     0.00   \n",
       "2   0.000000       0.00             0.000000    0.000000     0.04   \n",
       "3   0.058824       0.00             0.000000    0.000000     0.00   \n",
       "4   0.000000       0.00             0.000000    0.000000     0.00   \n",
       "5   0.000000       0.00             0.000000    0.000000     0.00   \n",
       "6   0.022727       0.00             0.000000    0.000000     0.00   \n",
       "7   0.000000       0.00             0.000000    0.000000     0.00   \n",
       "8   0.000000       0.00             0.000000    0.000000     0.00   \n",
       "9   0.000000       0.00             0.000000    0.011494     0.00   \n",
       "10  0.000000       0.00             0.010000    0.000000     0.00   \n",
       "11  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "12  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "13  0.000000       0.00             0.000000    0.062500     0.00   \n",
       "14  0.000000       0.01             0.010000    0.000000     0.00   \n",
       "15  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "16  0.000000       0.01             0.000000    0.000000     0.00   \n",
       "17  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "18  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "19  0.000000       0.00             0.020000    0.020000     0.00   \n",
       "20  0.000000       0.04             0.000000    0.000000     0.00   \n",
       "21  0.018868       0.00             0.000000    0.000000     0.00   \n",
       "22  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "23  0.000000       0.00             0.000000    0.014925     0.00   \n",
       "24  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "25  0.045455       0.00             0.136364    0.000000     0.00   \n",
       "26  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "27  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "28  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "29  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "30  0.010000       0.00             0.020000    0.000000     0.00   \n",
       "31  0.000000       0.01             0.000000    0.000000     0.00   \n",
       "32  0.000000       0.00             0.010101    0.000000     0.00   \n",
       "33  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "34  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "35  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "36  0.000000       0.00             0.000000    0.000000     0.00   \n",
       "37  0.023810       0.00             0.000000    0.000000     0.00   \n",
       "\n",
       "    Stationery Store  Steakhouse  Strip Club  Summer Camp  Supermarket  \\\n",
       "0            0.00000    0.030000    0.000000     0.000000       0.0000   \n",
       "1            0.00000    0.035088    0.000000     0.000000       0.0000   \n",
       "2            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "3            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "4            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "5            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "6            0.00000    0.011364    0.000000     0.000000       0.0000   \n",
       "7            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "8            0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "9            0.00000    0.011494    0.011494     0.000000       0.0000   \n",
       "10           0.00000    0.030000    0.000000     0.000000       0.0000   \n",
       "11           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "12           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "13           0.00000    0.000000    0.000000     0.000000       0.0625   \n",
       "14           0.00000    0.030000    0.000000     0.000000       0.0000   \n",
       "15           0.00000    0.000000    0.000000     0.000000       0.1250   \n",
       "16           0.00000    0.040000    0.000000     0.000000       0.0000   \n",
       "17           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "18           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "19           0.00000    0.010000    0.000000     0.000000       0.0100   \n",
       "20           0.00000    0.040000    0.000000     0.000000       0.0000   \n",
       "21           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "22           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "23           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "24           0.00000    0.000000    0.000000     0.333333       0.0000   \n",
       "25           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "26           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "27           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "28           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "29           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "30           0.00000    0.010000    0.000000     0.000000       0.0000   \n",
       "31           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "32           0.00000    0.010101    0.000000     0.000000       0.0000   \n",
       "33           0.02439    0.000000    0.000000     0.000000       0.0000   \n",
       "34           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "35           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "36           0.00000    0.045455    0.000000     0.000000       0.0000   \n",
       "37           0.00000    0.000000    0.000000     0.000000       0.0000   \n",
       "\n",
       "    Sushi Restaurant  Swim School  Taco Place  Tailor Shop  \\\n",
       "0           0.030000     0.000000        0.00     0.000000   \n",
       "1           0.000000     0.000000        0.00     0.017544   \n",
       "2           0.000000     0.000000        0.00     0.000000   \n",
       "3           0.000000     0.000000        0.00     0.000000   \n",
       "4           0.000000     0.000000        0.00     0.000000   \n",
       "5           0.000000     0.000000        0.00     0.000000   \n",
       "6           0.011364     0.000000        0.00     0.000000   \n",
       "7           0.000000     0.000000        0.01     0.000000   \n",
       "8           0.000000     0.000000        0.00     0.000000   \n",
       "9           0.045977     0.000000        0.00     0.000000   \n",
       "10          0.000000     0.000000        0.00     0.010000   \n",
       "11          0.057143     0.000000        0.00     0.000000   \n",
       "12          0.000000     0.000000        0.00     0.000000   \n",
       "13          0.062500     0.000000        0.00     0.000000   \n",
       "14          0.000000     0.000000        0.00     0.000000   \n",
       "15          0.000000     0.000000        0.00     0.000000   \n",
       "16          0.020000     0.000000        0.00     0.000000   \n",
       "17          0.250000     0.000000        0.00     0.000000   \n",
       "18          0.029412     0.000000        0.00     0.000000   \n",
       "19          0.010000     0.000000        0.00     0.000000   \n",
       "20          0.000000     0.000000        0.00     0.000000   \n",
       "21          0.000000     0.000000        0.00     0.000000   \n",
       "22          0.000000     0.333333        0.00     0.000000   \n",
       "23          0.000000     0.000000        0.00     0.000000   \n",
       "24          0.000000     0.000000        0.00     0.000000   \n",
       "25          0.000000     0.000000        0.00     0.000000   \n",
       "26          0.000000     0.000000        0.00     0.000000   \n",
       "27          0.000000     0.000000        0.00     0.000000   \n",
       "28          0.000000     0.000000        0.00     0.000000   \n",
       "29          0.057143     0.000000        0.00     0.000000   \n",
       "30          0.000000     0.000000        0.01     0.000000   \n",
       "31          0.000000     0.000000        0.00     0.010000   \n",
       "32          0.000000     0.000000        0.00     0.010101   \n",
       "33          0.000000     0.000000        0.00     0.000000   \n",
       "34          0.000000     0.000000        0.00     0.000000   \n",
       "35          0.000000     0.000000        0.00     0.000000   \n",
       "36          0.045455     0.000000        0.00     0.000000   \n",
       "37          0.000000     0.000000        0.00     0.000000   \n",
       "\n",
       "    Taiwanese Restaurant  Tanning Salon  Tapas Restaurant  Tea Room  \\\n",
       "0               0.000000           0.00          0.000000  0.000000   \n",
       "1               0.000000           0.00          0.000000  0.017544   \n",
       "2               0.000000           0.00          0.000000  0.000000   \n",
       "3               0.000000           0.00          0.000000  0.000000   \n",
       "4               0.000000           0.00          0.000000  0.000000   \n",
       "5               0.022727           0.00          0.000000  0.000000   \n",
       "6               0.000000           0.00          0.000000  0.011364   \n",
       "7               0.000000           0.00          0.000000  0.010000   \n",
       "8               0.000000           0.00          0.000000  0.000000   \n",
       "9               0.000000           0.00          0.000000  0.011494   \n",
       "10              0.000000           0.00          0.000000  0.020000   \n",
       "11              0.000000           0.00          0.000000  0.000000   \n",
       "12              0.000000           0.00          0.000000  0.000000   \n",
       "13              0.000000           0.00          0.000000  0.000000   \n",
       "14              0.000000           0.00          0.000000  0.020000   \n",
       "15              0.000000           0.00          0.000000  0.000000   \n",
       "16              0.000000           0.00          0.000000  0.020000   \n",
       "17              0.000000           0.00          0.000000  0.000000   \n",
       "18              0.000000           0.00          0.000000  0.000000   \n",
       "19              0.000000           0.00          0.000000  0.010000   \n",
       "20              0.000000           0.00          0.000000  0.000000   \n",
       "21              0.000000           0.00          0.000000  0.000000   \n",
       "22              0.000000           0.00          0.000000  0.000000   \n",
       "23              0.000000           0.00          0.014925  0.000000   \n",
       "24              0.000000           0.00          0.000000  0.000000   \n",
       "25              0.000000           0.00          0.000000  0.000000   \n",
       "26              0.000000           0.00          0.000000  0.000000   \n",
       "27              0.000000           0.00          0.000000  0.000000   \n",
       "28              0.000000           0.00          0.000000  0.000000   \n",
       "29              0.000000           0.00          0.000000  0.028571   \n",
       "30              0.000000           0.01          0.000000  0.010000   \n",
       "31              0.000000           0.00          0.000000  0.000000   \n",
       "32              0.000000           0.00          0.000000  0.010101   \n",
       "33              0.000000           0.00          0.000000  0.000000   \n",
       "34              0.000000           0.00          0.000000  0.000000   \n",
       "35              0.000000           0.00          0.000000  0.000000   \n",
       "36              0.000000           0.00          0.000000  0.000000   \n",
       "37              0.000000           0.00          0.000000  0.000000   \n",
       "\n",
       "    Thai Restaurant   Theater  Theme Restaurant  Thrift / Vintage Store  \\\n",
       "0          0.040000  0.010000          0.000000                 0.00000   \n",
       "1          0.017544  0.000000          0.000000                 0.00000   \n",
       "2          0.000000  0.000000          0.000000                 0.00000   \n",
       "3          0.000000  0.000000          0.000000                 0.00000   \n",
       "4          0.000000  0.000000          0.000000                 0.00000   \n",
       "5          0.022727  0.000000          0.000000                 0.00000   \n",
       "6          0.011364  0.000000          0.000000                 0.00000   \n",
       "7          0.000000  0.000000          0.000000                 0.00000   \n",
       "8          0.000000  0.000000          0.000000                 0.00000   \n",
       "9          0.011494  0.011494          0.011494                 0.00000   \n",
       "10         0.020000  0.000000          0.000000                 0.00000   \n",
       "11         0.057143  0.000000          0.000000                 0.00000   \n",
       "12         0.000000  0.000000          0.000000                 0.00000   \n",
       "13         0.000000  0.000000          0.000000                 0.00000   \n",
       "14         0.010000  0.010000          0.000000                 0.00000   \n",
       "15         0.000000  0.000000          0.000000                 0.00000   \n",
       "16         0.020000  0.010000          0.000000                 0.00000   \n",
       "17         0.000000  0.000000          0.000000                 0.00000   \n",
       "18         0.000000  0.029412          0.000000                 0.00000   \n",
       "19         0.000000  0.010000          0.000000                 0.00000   \n",
       "20         0.080000  0.000000          0.000000                 0.00000   \n",
       "21         0.000000  0.037736          0.000000                 0.00000   \n",
       "22         0.000000  0.000000          0.000000                 0.00000   \n",
       "23         0.000000  0.014925          0.000000                 0.00000   \n",
       "24         0.000000  0.000000          0.000000                 0.00000   \n",
       "25         0.000000  0.000000          0.000000                 0.00000   \n",
       "26         0.000000  0.000000          0.000000                 0.00000   \n",
       "27         0.000000  0.000000          0.000000                 0.00000   \n",
       "28         0.000000  0.000000          0.000000                 0.00000   \n",
       "29         0.000000  0.000000          0.000000                 0.00000   \n",
       "30         0.010000  0.020000          0.000000                 0.00000   \n",
       "31         0.010000  0.010000          0.000000                 0.00000   \n",
       "32         0.010101  0.000000          0.000000                 0.00000   \n",
       "33         0.024390  0.000000          0.000000                 0.02439   \n",
       "34         0.000000  0.000000          0.000000                 0.00000   \n",
       "35         0.000000  0.000000          0.000000                 0.00000   \n",
       "36         0.000000  0.000000          0.000000                 0.00000   \n",
       "37         0.000000  0.000000          0.000000                 0.00000   \n",
       "\n",
       "    Toy / Game Store    Trail  Train Station  Vegetarian / Vegan Restaurant  \\\n",
       "0           0.000000  0.00000           0.00                       0.020000   \n",
       "1           0.000000  0.00000           0.00                       0.017544   \n",
       "2           0.000000  0.00000           0.00                       0.000000   \n",
       "3           0.000000  0.00000           0.00                       0.000000   \n",
       "4           0.000000  0.00000           0.00                       0.000000   \n",
       "5           0.000000  0.00000           0.00                       0.000000   \n",
       "6           0.000000  0.00000           0.00                       0.011364   \n",
       "7           0.000000  0.00000           0.00                       0.050000   \n",
       "8           0.000000  0.00000           0.00                       0.000000   \n",
       "9           0.000000  0.00000           0.00                       0.000000   \n",
       "10          0.000000  0.00000           0.00                       0.020000   \n",
       "11          0.028571  0.00000           0.00                       0.000000   \n",
       "12          0.000000  0.00000           0.00                       0.000000   \n",
       "13          0.000000  0.00000           0.00                       0.000000   \n",
       "14          0.000000  0.00000           0.01                       0.010000   \n",
       "15          0.000000  0.00000           0.00                       0.000000   \n",
       "16          0.000000  0.00000           0.01                       0.010000   \n",
       "17          0.000000  0.25000           0.00                       0.000000   \n",
       "18          0.000000  0.00000           0.00                       0.000000   \n",
       "19          0.000000  0.00000           0.01                       0.010000   \n",
       "20          0.000000  0.00000           0.00                       0.000000   \n",
       "21          0.000000  0.00000           0.00                       0.000000   \n",
       "22          0.000000  0.00000           0.00                       0.000000   \n",
       "23          0.000000  0.00000           0.00                       0.000000   \n",
       "24          0.000000  0.00000           0.00                       0.000000   \n",
       "25          0.000000  0.00000           0.00                       0.000000   \n",
       "26          0.000000  0.00000           0.00                       0.000000   \n",
       "27          0.000000  0.20000           0.00                       0.000000   \n",
       "28          0.000000  0.00000           0.00                       0.000000   \n",
       "29          0.000000  0.00000           0.00                       0.028571   \n",
       "30          0.010000  0.00000           0.00                       0.010000   \n",
       "31          0.000000  0.00000           0.00                       0.010000   \n",
       "32          0.000000  0.00000           0.00                       0.010101   \n",
       "33          0.000000  0.00000           0.00                       0.000000   \n",
       "34          0.000000  0.00000           0.00                       0.047619   \n",
       "35          0.000000  0.25000           0.00                       0.000000   \n",
       "36          0.000000  0.00000           0.00                       0.000000   \n",
       "37          0.000000  0.02381           0.00                       0.000000   \n",
       "\n",
       "    Video Game Store  Video Store  Vietnamese Restaurant  Wine Bar  \\\n",
       "0           0.000000     0.000000               0.000000  0.010000   \n",
       "1           0.000000     0.000000               0.000000  0.000000   \n",
       "2           0.000000     0.000000               0.000000  0.000000   \n",
       "3           0.000000     0.000000               0.000000  0.000000   \n",
       "4           0.000000     0.000000               0.000000  0.000000   \n",
       "5           0.000000     0.000000               0.000000  0.000000   \n",
       "6           0.000000     0.011364               0.000000  0.011364   \n",
       "7           0.000000     0.000000               0.040000  0.010000   \n",
       "8           0.000000     0.000000               0.000000  0.000000   \n",
       "9           0.011494     0.000000               0.000000  0.000000   \n",
       "10          0.000000     0.000000               0.000000  0.010000   \n",
       "11          0.000000     0.000000               0.000000  0.000000   \n",
       "12          0.000000     0.000000               0.000000  0.000000   \n",
       "13          0.000000     0.000000               0.062500  0.000000   \n",
       "14          0.000000     0.000000               0.000000  0.010000   \n",
       "15          0.000000     0.000000               0.000000  0.000000   \n",
       "16          0.000000     0.000000               0.000000  0.010000   \n",
       "17          0.000000     0.000000               0.000000  0.000000   \n",
       "18          0.029412     0.000000               0.000000  0.000000   \n",
       "19          0.000000     0.000000               0.000000  0.010000   \n",
       "20          0.000000     0.000000               0.000000  0.000000   \n",
       "21          0.000000     0.000000               0.000000  0.000000   \n",
       "22          0.000000     0.000000               0.000000  0.000000   \n",
       "23          0.000000     0.000000               0.029851  0.014925   \n",
       "24          0.000000     0.000000               0.000000  0.000000   \n",
       "25          0.000000     0.000000               0.000000  0.000000   \n",
       "26          0.000000     0.000000               0.000000  0.000000   \n",
       "27          0.000000     0.000000               0.000000  0.000000   \n",
       "28          0.000000     0.000000               0.000000  0.000000   \n",
       "29          0.000000     0.000000               0.000000  0.000000   \n",
       "30          0.010000     0.000000               0.010000  0.010000   \n",
       "31          0.000000     0.000000               0.000000  0.010000   \n",
       "32          0.000000     0.000000               0.000000  0.000000   \n",
       "33          0.000000     0.000000               0.000000  0.000000   \n",
       "34          0.000000     0.000000               0.000000  0.000000   \n",
       "35          0.000000     0.000000               0.000000  0.000000   \n",
       "36          0.000000     0.000000               0.000000  0.000000   \n",
       "37          0.000000     0.000000               0.000000  0.000000   \n",
       "\n",
       "    Wings Joint  Women's Store  Yoga Studio  \n",
       "0      0.000000           0.01     0.000000  \n",
       "1      0.000000           0.00     0.000000  \n",
       "2      0.000000           0.00     0.000000  \n",
       "3      0.000000           0.00     0.058824  \n",
       "4      0.000000           0.00     0.000000  \n",
       "5      0.000000           0.00     0.000000  \n",
       "6      0.000000           0.00     0.011364  \n",
       "7      0.000000           0.00     0.000000  \n",
       "8      0.000000           0.00     0.000000  \n",
       "9      0.011494           0.00     0.011494  \n",
       "10     0.000000           0.00     0.000000  \n",
       "11     0.000000           0.00     0.000000  \n",
       "12     0.000000           0.00     0.000000  \n",
       "13     0.000000           0.00     0.000000  \n",
       "14     0.000000           0.00     0.000000  \n",
       "15     0.000000           0.00     0.000000  \n",
       "16     0.000000           0.00     0.000000  \n",
       "17     0.000000           0.00     0.000000  \n",
       "18     0.000000           0.00     0.000000  \n",
       "19     0.000000           0.00     0.000000  \n",
       "20     0.000000           0.00     0.000000  \n",
       "21     0.000000           0.00     0.000000  \n",
       "22     0.000000           0.00     0.000000  \n",
       "23     0.000000           0.00     0.014925  \n",
       "24     0.000000           0.00     0.000000  \n",
       "25     0.000000           0.00     0.045455  \n",
       "26     0.000000           0.00     0.000000  \n",
       "27     0.000000           0.00     0.000000  \n",
       "28     0.000000           0.00     0.000000  \n",
       "29     0.000000           0.00     0.000000  \n",
       "30     0.000000           0.00     0.000000  \n",
       "31     0.000000           0.00     0.000000  \n",
       "32     0.000000           0.00     0.000000  \n",
       "33     0.000000           0.00     0.024390  \n",
       "34     0.000000           0.00     0.000000  \n",
       "35     0.000000           0.00     0.000000  \n",
       "36     0.000000           0.00     0.000000  \n",
       "37     0.000000           0.00     0.023810  "
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped = toronto_onehot.groupby('Neighbourhood').mean().reset_index()\n",
    "toronto_grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(38, 240)"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----Adelaide,King,Richmond----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.07\n",
      "1                 Café  0.05\n",
      "2      Thai Restaurant  0.04\n",
      "3  American Restaurant  0.04\n",
      "4                  Bar  0.04\n",
      "\n",
      "\n",
      "----Berczy Park----\n",
      "            venue  freq\n",
      "0     Coffee Shop  0.07\n",
      "1    Cocktail Bar  0.05\n",
      "2        Beer Bar  0.04\n",
      "3      Steakhouse  0.04\n",
      "4  Farmers Market  0.04\n",
      "\n",
      "\n",
      "----Brockton,Exhibition Place,Parkdale Village----\n",
      "            venue  freq\n",
      "0            Café  0.12\n",
      "1  Breakfast Spot  0.08\n",
      "2     Coffee Shop  0.08\n",
      "3             Gym  0.04\n",
      "4     Music Venue  0.04\n",
      "\n",
      "\n",
      "----Business Reply Mail Processing Centre 969 Eastern----\n",
      "           venue  freq\n",
      "0    Yoga Studio  0.06\n",
      "1     Restaurant  0.06\n",
      "2            Spa  0.06\n",
      "3  Burrito Place  0.06\n",
      "4     Smoke Shop  0.06\n",
      "\n",
      "\n",
      "----CN Tower,Bathurst Quay,Island airport,Harbourfront West,King and Spadina,Railway Lands,South Niagara----\n",
      "              venue  freq\n",
      "0   Airport Service  0.18\n",
      "1    Airport Lounge  0.12\n",
      "2  Airport Terminal  0.12\n",
      "3  Sculpture Garden  0.06\n",
      "4             Plane  0.06\n",
      "\n",
      "\n",
      "----Cabbagetown,St. James Town----\n",
      "           venue  freq\n",
      "0    Coffee Shop  0.07\n",
      "1     Restaurant  0.05\n",
      "2  Grocery Store  0.05\n",
      "3           Park  0.05\n",
      "4           Café  0.05\n",
      "\n",
      "\n",
      "----Central Bay Street----\n",
      "                venue  freq\n",
      "0         Coffee Shop  0.15\n",
      "1  Italian Restaurant  0.07\n",
      "2                Café  0.05\n",
      "3        Burger Joint  0.03\n",
      "4      Ice Cream Shop  0.03\n",
      "\n",
      "\n",
      "----Chinatown,Grange Park,Kensington Market----\n",
      "                           venue  freq\n",
      "0                           Café  0.06\n",
      "1                            Bar  0.05\n",
      "2             Chinese Restaurant  0.05\n",
      "3  Vegetarian / Vegan Restaurant  0.05\n",
      "4             Mexican Restaurant  0.04\n",
      "\n",
      "\n",
      "----Christie----\n",
      "                venue  freq\n",
      "0                Café  0.19\n",
      "1       Grocery Store  0.19\n",
      "2                Park  0.12\n",
      "3   Convenience Store  0.06\n",
      "4  Italian Restaurant  0.06\n",
      "\n",
      "\n",
      "----Church and Wellesley----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.07\n",
      "1  Japanese Restaurant  0.05\n",
      "2     Sushi Restaurant  0.05\n",
      "3           Restaurant  0.03\n",
      "4              Gay Bar  0.03\n",
      "\n",
      "\n",
      "----Commerce Court,Victoria Hotel----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.12\n",
      "1                 Café  0.06\n",
      "2                Hotel  0.06\n",
      "3           Restaurant  0.04\n",
      "4  American Restaurant  0.04\n",
      "\n",
      "\n",
      "----Davisville----\n",
      "                venue  freq\n",
      "0      Sandwich Place  0.09\n",
      "1        Dessert Shop  0.09\n",
      "2  Italian Restaurant  0.06\n",
      "3         Coffee Shop  0.06\n",
      "4    Sushi Restaurant  0.06\n",
      "\n",
      "\n",
      "----Davisville North----\n",
      "               venue  freq\n",
      "0  Food & Drink Shop  0.12\n",
      "1                Gym  0.12\n",
      "2     Sandwich Place  0.12\n",
      "3            Dog Run  0.12\n",
      "4     Clothing Store  0.12\n",
      "\n",
      "\n",
      "----Deer Park,Forest Hill SE,Rathnelly,South Hill,Summerhill West----\n",
      "         venue  freq\n",
      "0          Pub  0.12\n",
      "1  Coffee Shop  0.12\n",
      "2   Sports Bar  0.06\n",
      "3   Bagel Shop  0.06\n",
      "4   Restaurant  0.06\n",
      "\n",
      "\n",
      "----Design Exchange,Toronto Dominion Centre----\n",
      "                venue  freq\n",
      "0         Coffee Shop  0.14\n",
      "1                Café  0.08\n",
      "2               Hotel  0.07\n",
      "3          Restaurant  0.04\n",
      "4  Seafood Restaurant  0.03\n",
      "\n",
      "\n",
      "----Dovercourt Village,Dufferin----\n",
      "         venue  freq\n",
      "0       Bakery  0.12\n",
      "1  Supermarket  0.12\n",
      "2     Pharmacy  0.12\n",
      "3      Brewery  0.06\n",
      "4          Bar  0.06\n",
      "\n",
      "\n",
      "----First Canadian Place,Underground city----\n",
      "         venue  freq\n",
      "0  Coffee Shop  0.12\n",
      "1         Café  0.07\n",
      "2   Steakhouse  0.04\n",
      "3        Hotel  0.04\n",
      "4   Restaurant  0.04\n",
      "\n",
      "\n",
      "----Forest Hill North,Forest Hill West----\n",
      "                       venue  freq\n",
      "0                       Park  0.25\n",
      "1           Sushi Restaurant  0.25\n",
      "2                      Trail  0.25\n",
      "3              Jewelry Store  0.25\n",
      "4  Middle Eastern Restaurant  0.00\n",
      "\n",
      "\n",
      "----Harbord,University of Toronto----\n",
      "                 venue  freq\n",
      "0                 Café  0.15\n",
      "1                  Bar  0.06\n",
      "2  Japanese Restaurant  0.06\n",
      "3            Bookstore  0.06\n",
      "4               Bakery  0.06\n",
      "\n",
      "\n",
      "----Harbourfront East,Toronto Islands,Union Station----\n",
      "            venue  freq\n",
      "0     Coffee Shop  0.13\n",
      "1        Aquarium  0.05\n",
      "2           Hotel  0.05\n",
      "3            Café  0.04\n",
      "4  Scenic Lookout  0.03\n",
      "\n",
      "\n",
      "----High Park,The Junction South----\n",
      "                 venue  freq\n",
      "0                 Café  0.08\n",
      "1                  Bar  0.08\n",
      "2   Mexican Restaurant  0.08\n",
      "3      Thai Restaurant  0.08\n",
      "4  Arts & Crafts Store  0.04\n",
      "\n",
      "\n",
      "----Kingsway Park South West,Mimico NW,The Queensway West,Royal York South West,South of Bloor----\n",
      "         venue  freq\n",
      "0  Coffee Shop  0.15\n",
      "1         Park  0.08\n",
      "2          Pub  0.06\n",
      "3       Bakery  0.06\n",
      "4         Café  0.06\n",
      "\n",
      "\n",
      "----Lawrence Park----\n",
      "               venue  freq\n",
      "0               Park  0.33\n",
      "1        Swim School  0.33\n",
      "2           Bus Line  0.33\n",
      "3  Afghan Restaurant  0.00\n",
      "4          Nightclub  0.00\n",
      "\n",
      "\n",
      "----Little Portugal,Trinity----\n",
      "                     venue  freq\n",
      "0                      Bar  0.10\n",
      "1              Men's Store  0.06\n",
      "2              Coffee Shop  0.06\n",
      "3         Asian Restaurant  0.04\n",
      "4  New American Restaurant  0.03\n",
      "\n",
      "\n",
      "----Moore Park,Summerhill East----\n",
      "         venue  freq\n",
      "0   Playground  0.33\n",
      "1  Summer Camp  0.33\n",
      "2          Gym  0.33\n",
      "3    Nightclub  0.00\n",
      "4  Men's Store  0.00\n",
      "\n",
      "\n",
      "----North Toronto West----\n",
      "                  venue  freq\n",
      "0   Sporting Goods Shop  0.14\n",
      "1        Clothing Store  0.14\n",
      "2           Coffee Shop  0.09\n",
      "3           Yoga Studio  0.05\n",
      "4  Gym / Fitness Center  0.05\n",
      "\n",
      "\n",
      "----Parkdale,Roncesvalles----\n",
      "            venue  freq\n",
      "0  Breakfast Spot  0.13\n",
      "1       Gift Shop  0.13\n",
      "2         Dog Run  0.07\n",
      "3   Movie Theater  0.07\n",
      "4            Bank  0.07\n",
      "\n",
      "\n",
      "----Rosedale----\n",
      "               venue  freq\n",
      "0               Park   0.4\n",
      "1              Trail   0.2\n",
      "2         Playground   0.2\n",
      "3           Building   0.2\n",
      "4  Afghan Restaurant   0.0\n",
      "\n",
      "\n",
      "----Roselawn----\n",
      "                     venue  freq\n",
      "0             Home Service  0.33\n",
      "1  Health & Beauty Service  0.33\n",
      "2                   Garden  0.33\n",
      "3                Nightclub  0.00\n",
      "4              Men's Store  0.00\n",
      "\n",
      "\n",
      "----Runnymede,Swansea----\n",
      "                venue  freq\n",
      "0                Café  0.09\n",
      "1         Coffee Shop  0.09\n",
      "2  Italian Restaurant  0.06\n",
      "3    Sushi Restaurant  0.06\n",
      "4         Pizza Place  0.06\n",
      "\n",
      "\n",
      "----Ryerson,Garden District----\n",
      "                venue  freq\n",
      "0         Coffee Shop  0.09\n",
      "1      Clothing Store  0.07\n",
      "2      Cosmetics Shop  0.04\n",
      "3                Café  0.03\n",
      "4  Italian Restaurant  0.03\n",
      "\n",
      "\n",
      "----St. James Town----\n",
      "            venue  freq\n",
      "0     Coffee Shop  0.07\n",
      "1            Café  0.06\n",
      "2      Restaurant  0.05\n",
      "3           Hotel  0.05\n",
      "4  Clothing Store  0.04\n",
      "\n",
      "\n",
      "----Stn A PO Boxes 25 The Esplanade----\n",
      "                venue  freq\n",
      "0         Coffee Shop  0.11\n",
      "1          Restaurant  0.04\n",
      "2                Café  0.04\n",
      "3  Seafood Restaurant  0.03\n",
      "4  Italian Restaurant  0.03\n",
      "\n",
      "\n",
      "----Studio District----\n",
      "                 venue  freq\n",
      "0                 Café  0.10\n",
      "1          Coffee Shop  0.07\n",
      "2   Italian Restaurant  0.05\n",
      "3               Bakery  0.05\n",
      "4  American Restaurant  0.05\n",
      "\n",
      "\n",
      "----The Annex,North Midtown,Yorkville----\n",
      "            venue  freq\n",
      "0            Café  0.14\n",
      "1  Sandwich Place  0.14\n",
      "2     Coffee Shop  0.10\n",
      "3        Pharmacy  0.05\n",
      "4    Burger Joint  0.05\n",
      "\n",
      "\n",
      "----The Beaches----\n",
      "                     venue  freq\n",
      "0                    Trail  0.25\n",
      "1        Health Food Store  0.25\n",
      "2                      Pub  0.25\n",
      "3        Afghan Restaurant  0.00\n",
      "4  New American Restaurant  0.00\n",
      "\n",
      "\n",
      "----The Beaches West,India Bazaar----\n",
      "            venue  freq\n",
      "0            Park  0.09\n",
      "1  Sandwich Place  0.09\n",
      "2   Burrito Place  0.05\n",
      "3    Liquor Store  0.05\n",
      "4      Steakhouse  0.05\n",
      "\n",
      "\n",
      "----The Danforth West,Riverdale----\n",
      "                    venue  freq\n",
      "0        Greek Restaurant  0.19\n",
      "1             Coffee Shop  0.10\n",
      "2      Italian Restaurant  0.07\n",
      "3          Ice Cream Shop  0.07\n",
      "4  Furniture / Home Store  0.05\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#Each neighborhood with top 5 common places\n",
    "\n",
    "\n",
    "num_top_venues = 5\n",
    "\n",
    "for hood in toronto_grouped['Neighbourhood']:\n",
    "    print(\"----\"+hood+\"----\")\n",
    "    temp = toronto_grouped[toronto_grouped['Neighbourhood'] == hood].T.reset_index()\n",
    "    temp.columns = ['venue','freq']\n",
    "    temp = temp.iloc[1:]\n",
    "    temp['freq'] = temp['freq'].astype(float)\n",
    "    temp = temp.round({'freq': 2})\n",
    "    print(temp.sort_values('freq', ascending=False).reset_index(drop=True).head(num_top_venues))\n",
    "    print('\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "def return_most_common_venues(row, num_top_venues):\n",
    "    row_categories = row.iloc[1:]\n",
    "    row_categories_sorted = row_categories.sort_values(ascending=False)\n",
    "    \n",
    "    return row_categories_sorted.index.values[0:num_top_venues]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "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>Neighbourhood</th>\n",
       "      <th>1st Most Common Venue</th>\n",
       "      <th>2nd Most Common Venue</th>\n",
       "      <th>3rd Most Common Venue</th>\n",
       "      <th>4th Most Common Venue</th>\n",
       "      <th>5th Most Common Venue</th>\n",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>Adelaide,King,Richmond</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Irish Pub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>Brockton,Exhibition Place,Parkdale Village</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Stadium</td>\n",
       "      <td>Caribbean Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Climbing Gym</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Recording Studio</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Skate Park</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Smoke Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>CN Tower,Bathurst Quay,Island airport,Harbourf...</td>\n",
       "      <td>Airport Service</td>\n",
       "      <td>Airport Lounge</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "      <td>Sculpture Garden</td>\n",
       "      <td>Boat or Ferry</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Plane</td>\n",
       "      <td>Coffee Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>Cabbagetown,St. James Town</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Park</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>Chinatown,Grange Park,Kensington Market</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>Christie</td>\n",
       "      <td>Café</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Park</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Baby Store</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Athletics &amp; Sports</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gay Bar</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Mediterranean Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Gym</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>Commerce Court,Victoria Hotel</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Gastropub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>11</td>\n",
       "      <td>Davisville</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>12</td>\n",
       "      <td>Davisville North</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Park</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>13</td>\n",
       "      <td>Deer Park,Forest Hill SE,Rathnelly,South Hill,...</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Health &amp; Beauty Service</td>\n",
       "      <td>Bagel Shop</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>14</td>\n",
       "      <td>Design Exchange,Toronto Dominion Centre</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>15</td>\n",
       "      <td>Dovercourt Village,Dufferin</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Café</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Bank</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>16</td>\n",
       "      <td>First Canadian Place,Underground city</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>17</td>\n",
       "      <td>Forest Hill North,Forest Hill West</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Jewelry Store</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Park</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>18</td>\n",
       "      <td>Harbord,University of Toronto</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Beer Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>19</td>\n",
       "      <td>Harbourfront East,Toronto Islands,Union Station</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Aquarium</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Scenic Lookout</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Plaza</td>\n",
       "      <td>History Museum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>20</td>\n",
       "      <td>High Park,The Junction South</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Speakeasy</td>\n",
       "      <td>Cajun / Creole Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>21</td>\n",
       "      <td>Kingsway Park South West,Mimico NW,The Queensw...</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>22</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>Park</td>\n",
       "      <td>Swim School</td>\n",
       "      <td>Bus Line</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>23</td>\n",
       "      <td>Little Portugal,Trinity</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>French Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>24</td>\n",
       "      <td>Moore Park,Summerhill East</td>\n",
       "      <td>Playground</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Summer Camp</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>25</td>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>Sporting Goods Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Salon / Barbershop</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>26</td>\n",
       "      <td>Parkdale,Roncesvalles</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Gift Shop</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Bank</td>\n",
       "      <td>Movie Theater</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Cuban Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>27</td>\n",
       "      <td>Rosedale</td>\n",
       "      <td>Park</td>\n",
       "      <td>Playground</td>\n",
       "      <td>Building</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>28</td>\n",
       "      <td>Roselawn</td>\n",
       "      <td>Home Service</td>\n",
       "      <td>Health &amp; Beauty Service</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>29</td>\n",
       "      <td>Runnymede,Swansea</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Metro Station</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Dessert Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>30</td>\n",
       "      <td>Ryerson,Garden District</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>31</td>\n",
       "      <td>St. James Town</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>32</td>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>33</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Stationery Store</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>34</td>\n",
       "      <td>The Annex,North Midtown,Yorkville</td>\n",
       "      <td>Café</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Jewish Restaurant</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>BBQ Joint</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>35</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>36</td>\n",
       "      <td>The Beaches West,India Bazaar</td>\n",
       "      <td>Park</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Fish &amp; Chips Shop</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>37</td>\n",
       "      <td>The Danforth West,Riverdale</td>\n",
       "      <td>Greek Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Juice Bar</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Lounge</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Neighbourhood 1st Most Common Venue  \\\n",
       "0                              Adelaide,King,Richmond           Coffee Shop   \n",
       "1                                         Berczy Park           Coffee Shop   \n",
       "2          Brockton,Exhibition Place,Parkdale Village                  Café   \n",
       "3   Business Reply Mail Processing Centre 969 Eastern           Yoga Studio   \n",
       "4   CN Tower,Bathurst Quay,Island airport,Harbourf...       Airport Service   \n",
       "5                          Cabbagetown,St. James Town           Coffee Shop   \n",
       "6                                  Central Bay Street           Coffee Shop   \n",
       "7             Chinatown,Grange Park,Kensington Market                  Café   \n",
       "8                                            Christie                  Café   \n",
       "9                                Church and Wellesley           Coffee Shop   \n",
       "10                      Commerce Court,Victoria Hotel           Coffee Shop   \n",
       "11                                         Davisville          Dessert Shop   \n",
       "12                                   Davisville North        Sandwich Place   \n",
       "13  Deer Park,Forest Hill SE,Rathnelly,South Hill,...           Coffee Shop   \n",
       "14            Design Exchange,Toronto Dominion Centre           Coffee Shop   \n",
       "15                        Dovercourt Village,Dufferin              Pharmacy   \n",
       "16              First Canadian Place,Underground city           Coffee Shop   \n",
       "17                 Forest Hill North,Forest Hill West                 Trail   \n",
       "18                      Harbord,University of Toronto                  Café   \n",
       "19    Harbourfront East,Toronto Islands,Union Station           Coffee Shop   \n",
       "20                       High Park,The Junction South    Mexican Restaurant   \n",
       "21  Kingsway Park South West,Mimico NW,The Queensw...           Coffee Shop   \n",
       "22                                      Lawrence Park                  Park   \n",
       "23                            Little Portugal,Trinity                   Bar   \n",
       "24                         Moore Park,Summerhill East            Playground   \n",
       "25                                 North Toronto West   Sporting Goods Shop   \n",
       "26                              Parkdale,Roncesvalles        Breakfast Spot   \n",
       "27                                           Rosedale                  Park   \n",
       "28                                           Roselawn          Home Service   \n",
       "29                                  Runnymede,Swansea                  Café   \n",
       "30                            Ryerson,Garden District           Coffee Shop   \n",
       "31                                     St. James Town           Coffee Shop   \n",
       "32                    Stn A PO Boxes 25 The Esplanade           Coffee Shop   \n",
       "33                                    Studio District                  Café   \n",
       "34                  The Annex,North Midtown,Yorkville                  Café   \n",
       "35                                        The Beaches     Health Food Store   \n",
       "36                      The Beaches West,India Bazaar                  Park   \n",
       "37                        The Danforth West,Riverdale      Greek Restaurant   \n",
       "\n",
       "      2nd Most Common Venue          3rd Most Common Venue  \\\n",
       "0                      Café            American Restaurant   \n",
       "1              Cocktail Bar                         Bakery   \n",
       "2               Coffee Shop                 Breakfast Spot   \n",
       "3             Auto Workshop                           Park   \n",
       "4            Airport Lounge               Airport Terminal   \n",
       "5             Grocery Store                    Pizza Place   \n",
       "6        Italian Restaurant                           Café   \n",
       "7                       Bar  Vegetarian / Vegan Restaurant   \n",
       "8             Grocery Store                           Park   \n",
       "9       Japanese Restaurant               Sushi Restaurant   \n",
       "10                    Hotel                           Café   \n",
       "11           Sandwich Place                    Pizza Place   \n",
       "12           Breakfast Spot                            Gym   \n",
       "13                      Pub        Health & Beauty Service   \n",
       "14                     Café                          Hotel   \n",
       "15              Supermarket                         Bakery   \n",
       "16                     Café                     Restaurant   \n",
       "17            Jewelry Store               Sushi Restaurant   \n",
       "18                   Bakery                            Bar   \n",
       "19                 Aquarium                          Hotel   \n",
       "20                     Café                            Bar   \n",
       "21                     Park                            Pub   \n",
       "22              Swim School                       Bus Line   \n",
       "23              Coffee Shop                    Men's Store   \n",
       "24                      Gym                    Summer Camp   \n",
       "25           Clothing Store                    Coffee Shop   \n",
       "26                Gift Shop                      Bookstore   \n",
       "27               Playground                       Building   \n",
       "28  Health & Beauty Service                         Garden   \n",
       "29              Coffee Shop                    Pizza Place   \n",
       "30           Clothing Store                 Cosmetics Shop   \n",
       "31                     Café                     Restaurant   \n",
       "32               Restaurant                           Café   \n",
       "33              Coffee Shop                         Bakery   \n",
       "34           Sandwich Place                    Coffee Shop   \n",
       "35                      Pub                          Trail   \n",
       "36           Sandwich Place           Fast Food Restaurant   \n",
       "37              Coffee Shop             Italian Restaurant   \n",
       "\n",
       "   4th Most Common Venue      5th Most Common Venue  \\\n",
       "0                    Bar            Thai Restaurant   \n",
       "1                   Café                Cheese Shop   \n",
       "2            Music Venue                    Stadium   \n",
       "3            Pizza Place           Recording Studio   \n",
       "4               Boutique            Harbor / Marina   \n",
       "5                   Café                 Restaurant   \n",
       "6         Sandwich Place             Ice Cream Shop   \n",
       "7     Chinese Restaurant         Mexican Restaurant   \n",
       "8              Nightclub                      Diner   \n",
       "9             Restaurant                    Gay Bar   \n",
       "10            Restaurant        American Restaurant   \n",
       "11      Sushi Restaurant         Italian Restaurant   \n",
       "12     Food & Drink Shop                      Hotel   \n",
       "13            Bagel Shop                Pizza Place   \n",
       "14            Restaurant         Seafood Restaurant   \n",
       "15           Music Venue                    Brewery   \n",
       "16                 Hotel                 Steakhouse   \n",
       "17                  Park                Yoga Studio   \n",
       "18   Japanese Restaurant                  Bookstore   \n",
       "19                  Café             Scenic Lookout   \n",
       "20       Thai Restaurant     Furniture / Home Store   \n",
       "21                  Café                     Bakery   \n",
       "22           Yoga Studio                    Dog Run   \n",
       "23      Asian Restaurant      Vietnamese Restaurant   \n",
       "24        Discount Store        Filipino Restaurant   \n",
       "25           Yoga Studio         Chinese Restaurant   \n",
       "26                  Bank              Movie Theater   \n",
       "27                 Trail             Discount Store   \n",
       "28           Yoga Studio                    Dog Run   \n",
       "29    Italian Restaurant           Sushi Restaurant   \n",
       "30                  Café  Middle Eastern Restaurant   \n",
       "31                 Hotel             Clothing Store   \n",
       "32          Cocktail Bar         Seafood Restaurant   \n",
       "33    Italian Restaurant        American Restaurant   \n",
       "34                  Park               Burger Joint   \n",
       "35        Discount Store        Filipino Restaurant   \n",
       "36        Ice Cream Shop               Burger Joint   \n",
       "37        Ice Cream Shop     Furniture / Home Store   \n",
       "\n",
       "          6th Most Common Venue 7th Most Common Venue  \\\n",
       "0                    Restaurant      Sushi Restaurant   \n",
       "1            Seafood Restaurant        Farmers Market   \n",
       "2          Caribbean Restaurant                   Bar   \n",
       "3                    Restaurant         Burrito Place   \n",
       "4              Sculpture Garden         Boat or Ferry   \n",
       "5                        Bakery                   Pub   \n",
       "6                  Burger Joint   Japanese Restaurant   \n",
       "7         Vietnamese Restaurant           Coffee Shop   \n",
       "8             Convenience Store            Baby Store   \n",
       "9                           Pub           Men's Store   \n",
       "10                   Steakhouse    Italian Restaurant   \n",
       "11              Thai Restaurant                  Café   \n",
       "12                         Park               Dog Run   \n",
       "13                   Restaurant          Liquor Store   \n",
       "14                    Gastropub                   Bar   \n",
       "15                    Pet Store                  Café   \n",
       "16           Seafood Restaurant                   Gym   \n",
       "17                   Donut Shop   Dumpling Restaurant   \n",
       "18               Sandwich Place            Restaurant   \n",
       "19           Italian Restaurant               Brewery   \n",
       "20                        Diner             Bookstore   \n",
       "21           Mexican Restaurant            Restaurant   \n",
       "22          Filipino Restaurant  Fast Food Restaurant   \n",
       "23            French Restaurant            Restaurant   \n",
       "24         Fast Food Restaurant        Farmers Market   \n",
       "25                          Spa    Mexican Restaurant   \n",
       "26  Eastern European Restaurant               Dog Run   \n",
       "27         Fast Food Restaurant        Farmers Market   \n",
       "28          Filipino Restaurant  Fast Food Restaurant   \n",
       "29                        Diner                   Pub   \n",
       "30           Italian Restaurant  Fast Food Restaurant   \n",
       "31                       Bakery        Cosmetics Shop   \n",
       "32                     Beer Bar                 Hotel   \n",
       "33           Chinese Restaurant                   Bar   \n",
       "34                 Liquor Store     Jewish Restaurant   \n",
       "35         Fast Food Restaurant        Farmers Market   \n",
       "36                Burrito Place          Liquor Store   \n",
       "37              Bubble Tea Shop             Juice Bar   \n",
       "\n",
       "          8th Most Common Venue        9th Most Common Venue  \\\n",
       "0                  Burger Joint             Asian Restaurant   \n",
       "1                    Steakhouse                     Beer Bar   \n",
       "2                  Climbing Gym                       Bakery   \n",
       "3                    Skate Park                      Brewery   \n",
       "4                           Bar                        Plane   \n",
       "5                          Park           Italian Restaurant   \n",
       "6           Fried Chicken Joint                  Salad Place   \n",
       "7                        Bakery          Dumpling Restaurant   \n",
       "8            Italian Restaurant                  Coffee Shop   \n",
       "9      Mediterranean Restaurant                        Hotel   \n",
       "10           Seafood Restaurant                          Gym   \n",
       "11                  Coffee Shop                          Gym   \n",
       "12               Clothing Store  Eastern European Restaurant   \n",
       "13                   Sports Bar                  Supermarket   \n",
       "14                   Steakhouse                Deli / Bodega   \n",
       "15    Middle Eastern Restaurant                          Bar   \n",
       "16                 Burger Joint                    Gastropub   \n",
       "17  Eastern European Restaurant            Electronics Store   \n",
       "18                          Pub                     Beer Bar   \n",
       "19          Fried Chicken Joint                        Plaza   \n",
       "20                  Flea Market                    Speakeasy   \n",
       "21               Breakfast Spot                      Theater   \n",
       "22               Farmers Market           Falafel Restaurant   \n",
       "23                         Café                  Pizza Place   \n",
       "24           Falafel Restaurant                  Event Space   \n",
       "25                 Burger Joint           Salon / Barbershop   \n",
       "26           Italian Restaurant                   Restaurant   \n",
       "27           Falafel Restaurant                  Event Space   \n",
       "28               Farmers Market           Falafel Restaurant   \n",
       "29                Metro Station                   Restaurant   \n",
       "30                       Bakery                      Theater   \n",
       "31               Breakfast Spot                     Beer Bar   \n",
       "32           Italian Restaurant          Japanese Restaurant   \n",
       "33             Stationery Store               Clothing Store   \n",
       "34            Indian Restaurant                          Pub   \n",
       "35           Falafel Restaurant                  Event Space   \n",
       "36            Fish & Chips Shop                   Steakhouse   \n",
       "37                          Spa                 Liquor Store   \n",
       "\n",
       "       10th Most Common Venue  \n",
       "0                  Steakhouse  \n",
       "1                   Irish Pub  \n",
       "2          Italian Restaurant  \n",
       "3                  Smoke Shop  \n",
       "4                 Coffee Shop  \n",
       "5           Indian Restaurant  \n",
       "6        Gym / Fitness Center  \n",
       "7                  Donut Shop  \n",
       "8          Athletics & Sports  \n",
       "9                         Gym  \n",
       "10                  Gastropub  \n",
       "11                      Diner  \n",
       "12           Doner Restaurant  \n",
       "13           Sushi Restaurant  \n",
       "14         Italian Restaurant  \n",
       "15                       Bank  \n",
       "16              Deli / Bodega  \n",
       "17       Ethiopian Restaurant  \n",
       "18                 Beer Store  \n",
       "19             History Museum  \n",
       "20  Cajun / Creole Restaurant  \n",
       "21         Italian Restaurant  \n",
       "22                Event Space  \n",
       "23               Cocktail Bar  \n",
       "24       Ethiopian Restaurant  \n",
       "25                      Diner  \n",
       "26           Cuban Restaurant  \n",
       "27       Ethiopian Restaurant  \n",
       "28                Event Space  \n",
       "29               Dessert Shop  \n",
       "30             Ice Cream Shop  \n",
       "31         Italian Restaurant  \n",
       "32                        Pub  \n",
       "33  Middle Eastern Restaurant  \n",
       "34                  BBQ Joint  \n",
       "35       Ethiopian Restaurant  \n",
       "36          Food & Drink Shop  \n",
       "37                     Lounge  "
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "num_top_venues = 10\n",
    "\n",
    "indicators = ['st', 'nd', 'rd']\n",
    "\n",
    "# create columns according to number of top venues\n",
    "columns = ['Neighbourhood']\n",
    "for ind in np.arange(num_top_venues):\n",
    "    try:\n",
    "        columns.append('{}{} Most Common Venue'.format(ind+1, indicators[ind]))\n",
    "    except:\n",
    "        columns.append('{}th Most Common Venue'.format(ind+1))\n",
    "\n",
    "# create a new dataframe\n",
    "neighborhoods_venues_sorted = pd.DataFrame(columns=columns)\n",
    "neighborhoods_venues_sorted['Neighbourhood'] = toronto_grouped['Neighbourhood']\n",
    "\n",
    "for ind in np.arange(toronto_grouped.shape[0]):\n",
    "    neighborhoods_venues_sorted.iloc[ind, 1:] = return_most_common_venues(toronto_grouped.iloc[ind, :], num_top_venues)\n",
    "\n",
    "neighborhoods_venues_sorted"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Clustering Neighborhoods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# set number of clusters\n",
    "kclusters = 5\n",
    "\n",
    "toronto_grouped_clustering = toronto_grouped.drop('Neighbourhood', 1)\n",
    "\n",
    "# run k-means clustering\n",
    "kmeans = KMeans(n_clusters=kclusters, random_state=0).fit(toronto_grouped_clustering)\n",
    "\n",
    "# check cluster labels generated for each row in the dataframe\n",
    "kmeans.labels_[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "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>PostalCode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>1st Most Common Venue</th>\n",
       "      <th>2nd Most Common Venue</th>\n",
       "      <th>3rd Most Common Venue</th>\n",
       "      <th>4th Most Common Venue</th>\n",
       "      <th>5th Most Common Venue</th>\n",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>M4E</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>0</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>M4K</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Danforth West,Riverdale</td>\n",
       "      <td>43.679557</td>\n",
       "      <td>-79.352188</td>\n",
       "      <td>0</td>\n",
       "      <td>Greek Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Juice Bar</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Lounge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>M4L</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches West,India Bazaar</td>\n",
       "      <td>43.668999</td>\n",
       "      <td>-79.315572</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Fish &amp; Chips Shop</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>M4M</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>43.659526</td>\n",
       "      <td>-79.340923</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Stationery Store</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>M4N</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>43.728020</td>\n",
       "      <td>-79.388790</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Swim School</td>\n",
       "      <td>Bus Line</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  PostalCode          Borough                  Neighbourhood   Latitude  \\\n",
       "0        M4E     East Toronto                    The Beaches  43.676357   \n",
       "1        M4K     East Toronto    The Danforth West,Riverdale  43.679557   \n",
       "2        M4L     East Toronto  The Beaches West,India Bazaar  43.668999   \n",
       "3        M4M     East Toronto                Studio District  43.659526   \n",
       "4        M4N  Central Toronto                  Lawrence Park  43.728020   \n",
       "\n",
       "   Longitude  Cluster Labels 1st Most Common Venue 2nd Most Common Venue  \\\n",
       "0 -79.293031               0     Health Food Store                   Pub   \n",
       "1 -79.352188               0      Greek Restaurant           Coffee Shop   \n",
       "2 -79.315572               0                  Park        Sandwich Place   \n",
       "3 -79.340923               0                  Café           Coffee Shop   \n",
       "4 -79.388790               0                  Park           Swim School   \n",
       "\n",
       "  3rd Most Common Venue 4th Most Common Venue   5th Most Common Venue  \\\n",
       "0                 Trail        Discount Store     Filipino Restaurant   \n",
       "1    Italian Restaurant        Ice Cream Shop  Furniture / Home Store   \n",
       "2  Fast Food Restaurant        Ice Cream Shop            Burger Joint   \n",
       "3                Bakery    Italian Restaurant     American Restaurant   \n",
       "4              Bus Line           Yoga Studio                 Dog Run   \n",
       "\n",
       "  6th Most Common Venue 7th Most Common Venue 8th Most Common Venue  \\\n",
       "0  Fast Food Restaurant        Farmers Market    Falafel Restaurant   \n",
       "1       Bubble Tea Shop             Juice Bar                   Spa   \n",
       "2         Burrito Place          Liquor Store     Fish & Chips Shop   \n",
       "3    Chinese Restaurant                   Bar      Stationery Store   \n",
       "4   Filipino Restaurant  Fast Food Restaurant        Farmers Market   \n",
       "\n",
       "  9th Most Common Venue     10th Most Common Venue  \n",
       "0           Event Space       Ethiopian Restaurant  \n",
       "1          Liquor Store                     Lounge  \n",
       "2            Steakhouse          Food & Drink Shop  \n",
       "3        Clothing Store  Middle Eastern Restaurant  \n",
       "4    Falafel Restaurant                Event Space  "
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_merged = toronto_data\n",
    "\n",
    "# add clustering labels\n",
    "toronto_merged['Cluster Labels'] = kmeans.labels_\n",
    "\n",
    "# merge toronto_grouped with toronto_data to add latitude/longitude for each neighborhood\n",
    "toronto_merged = toronto_merged.join(neighborhoods_venues_sorted.set_index('Neighbourhood'), on='Neighbourhood')\n",
    "\n",
    "toronto_merged.head() # check the last columns!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Final cluster visualisation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f1ad6c79cc0>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map\n",
    "map_clusters = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# set color scheme for the clusters\n",
    "x = np.arange(kclusters)\n",
    "ys = [i+x+(i*x)**2 for i in range(kclusters)]\n",
    "colors_array = cm.rainbow(np.linspace(0, 1, len(ys)))\n",
    "rainbow = [colors.rgb2hex(i) for i in colors_array]\n",
    "\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(toronto_merged['Latitude'], toronto_merged['Longitude'], toronto_merged['Neighbourhood'], toronto_merged['Cluster Labels']):\n",
    "    label = folium.Popup(str(poi) + ' Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_clusters)\n",
    "       \n",
    "map_clusters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Examining a cluster - Coffee shops, restaurant , pizza places and bookstores are common in this cluster"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        vertical-align: middle;\n",
       "    }\n",
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       "    .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>Borough</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>1st Most Common Venue</th>\n",
       "      <th>2nd Most Common Venue</th>\n",
       "      <th>3rd Most Common Venue</th>\n",
       "      <th>4th Most Common Venue</th>\n",
       "      <th>5th Most Common Venue</th>\n",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Greek Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Juice Bar</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Lounge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Fish &amp; Chips Shop</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Stationery Store</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Swim School</td>\n",
       "      <td>Bus Line</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>5</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Park</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>6</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Sporting Goods Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Salon / Barbershop</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>7</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>8</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Playground</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Summer Camp</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Filipino Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Health &amp; Beauty Service</td>\n",
       "      <td>Bagel Shop</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>10</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Playground</td>\n",
       "      <td>Building</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>11</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Park</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>12</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gay Bar</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Mediterranean Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Gym</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>13</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>14</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>15</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>16</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Irish Pub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>18</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>19</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Aquarium</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Scenic Lookout</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Plaza</td>\n",
       "      <td>History Museum</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>20</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>21</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Gastropub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>23</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Jewelry Store</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Park</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>25</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Beer Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>26</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>29</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>30</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Park</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Baby Store</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Athletics &amp; Sports</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>31</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Café</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Bank</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>32</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>French Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>33</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Stadium</td>\n",
       "      <td>Caribbean Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Climbing Gym</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>34</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Speakeasy</td>\n",
       "      <td>Cajun / Creole Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>36</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Metro Station</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Dessert Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>37</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Recording Studio</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Skate Park</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Smoke Shop</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Borough  Cluster Labels 1st Most Common Venue  \\\n",
       "0       East Toronto               0     Health Food Store   \n",
       "1       East Toronto               0      Greek Restaurant   \n",
       "2       East Toronto               0                  Park   \n",
       "3       East Toronto               0                  Café   \n",
       "4    Central Toronto               0                  Park   \n",
       "5    Central Toronto               0        Sandwich Place   \n",
       "6    Central Toronto               0   Sporting Goods Shop   \n",
       "7    Central Toronto               0          Dessert Shop   \n",
       "8    Central Toronto               0            Playground   \n",
       "9    Central Toronto               0           Coffee Shop   \n",
       "10  Downtown Toronto               0                  Park   \n",
       "11  Downtown Toronto               0           Coffee Shop   \n",
       "12  Downtown Toronto               0           Coffee Shop   \n",
       "13  Downtown Toronto               0           Coffee Shop   \n",
       "14  Downtown Toronto               0           Coffee Shop   \n",
       "15  Downtown Toronto               0           Coffee Shop   \n",
       "16  Downtown Toronto               0           Coffee Shop   \n",
       "18  Downtown Toronto               0           Coffee Shop   \n",
       "19  Downtown Toronto               0           Coffee Shop   \n",
       "20  Downtown Toronto               0           Coffee Shop   \n",
       "21  Downtown Toronto               0           Coffee Shop   \n",
       "23   Central Toronto               0                 Trail   \n",
       "25  Downtown Toronto               0                  Café   \n",
       "26  Downtown Toronto               0                  Café   \n",
       "29  Downtown Toronto               0           Coffee Shop   \n",
       "30  Downtown Toronto               0                  Café   \n",
       "31      West Toronto               0              Pharmacy   \n",
       "32      West Toronto               0                   Bar   \n",
       "33      West Toronto               0                  Café   \n",
       "34      West Toronto               0    Mexican Restaurant   \n",
       "36      West Toronto               0                  Café   \n",
       "37      East Toronto               0           Yoga Studio   \n",
       "\n",
       "   2nd Most Common Venue          3rd Most Common Venue 4th Most Common Venue  \\\n",
       "0                    Pub                          Trail        Discount Store   \n",
       "1            Coffee Shop             Italian Restaurant        Ice Cream Shop   \n",
       "2         Sandwich Place           Fast Food Restaurant        Ice Cream Shop   \n",
       "3            Coffee Shop                         Bakery    Italian Restaurant   \n",
       "4            Swim School                       Bus Line           Yoga Studio   \n",
       "5         Breakfast Spot                            Gym     Food & Drink Shop   \n",
       "6         Clothing Store                    Coffee Shop           Yoga Studio   \n",
       "7         Sandwich Place                    Pizza Place      Sushi Restaurant   \n",
       "8                    Gym                    Summer Camp        Discount Store   \n",
       "9                    Pub        Health & Beauty Service            Bagel Shop   \n",
       "10            Playground                       Building                 Trail   \n",
       "11         Grocery Store                    Pizza Place                  Café   \n",
       "12   Japanese Restaurant               Sushi Restaurant            Restaurant   \n",
       "13                  Park                            Pub                  Café   \n",
       "14        Clothing Store                 Cosmetics Shop                  Café   \n",
       "15                  Café                     Restaurant                 Hotel   \n",
       "16          Cocktail Bar                         Bakery                  Café   \n",
       "18                  Café            American Restaurant                   Bar   \n",
       "19              Aquarium                          Hotel                  Café   \n",
       "20                  Café                          Hotel            Restaurant   \n",
       "21                 Hotel                           Café            Restaurant   \n",
       "23         Jewelry Store               Sushi Restaurant                  Park   \n",
       "25                Bakery                            Bar   Japanese Restaurant   \n",
       "26                   Bar  Vegetarian / Vegan Restaurant    Chinese Restaurant   \n",
       "29                  Café                     Restaurant                 Hotel   \n",
       "30         Grocery Store                           Park             Nightclub   \n",
       "31           Supermarket                         Bakery           Music Venue   \n",
       "32           Coffee Shop                    Men's Store      Asian Restaurant   \n",
       "33           Coffee Shop                 Breakfast Spot           Music Venue   \n",
       "34                  Café                            Bar       Thai Restaurant   \n",
       "36           Coffee Shop                    Pizza Place    Italian Restaurant   \n",
       "37         Auto Workshop                           Park           Pizza Place   \n",
       "\n",
       "        5th Most Common Venue  6th Most Common Venue 7th Most Common Venue  \\\n",
       "0         Filipino Restaurant   Fast Food Restaurant        Farmers Market   \n",
       "1      Furniture / Home Store        Bubble Tea Shop             Juice Bar   \n",
       "2                Burger Joint          Burrito Place          Liquor Store   \n",
       "3         American Restaurant     Chinese Restaurant                   Bar   \n",
       "4                     Dog Run    Filipino Restaurant  Fast Food Restaurant   \n",
       "5                       Hotel                   Park               Dog Run   \n",
       "6          Chinese Restaurant                    Spa    Mexican Restaurant   \n",
       "7          Italian Restaurant        Thai Restaurant                  Café   \n",
       "8         Filipino Restaurant   Fast Food Restaurant        Farmers Market   \n",
       "9                 Pizza Place             Restaurant          Liquor Store   \n",
       "10             Discount Store   Fast Food Restaurant        Farmers Market   \n",
       "11                 Restaurant                 Bakery                   Pub   \n",
       "12                    Gay Bar                    Pub           Men's Store   \n",
       "13                     Bakery     Mexican Restaurant            Restaurant   \n",
       "14  Middle Eastern Restaurant     Italian Restaurant  Fast Food Restaurant   \n",
       "15             Clothing Store                 Bakery        Cosmetics Shop   \n",
       "16                Cheese Shop     Seafood Restaurant        Farmers Market   \n",
       "18            Thai Restaurant             Restaurant      Sushi Restaurant   \n",
       "19             Scenic Lookout     Italian Restaurant               Brewery   \n",
       "20         Seafood Restaurant              Gastropub                   Bar   \n",
       "21        American Restaurant             Steakhouse    Italian Restaurant   \n",
       "23                Yoga Studio             Donut Shop   Dumpling Restaurant   \n",
       "25                  Bookstore         Sandwich Place            Restaurant   \n",
       "26         Mexican Restaurant  Vietnamese Restaurant           Coffee Shop   \n",
       "29                 Steakhouse     Seafood Restaurant                   Gym   \n",
       "30                      Diner      Convenience Store            Baby Store   \n",
       "31                    Brewery              Pet Store                  Café   \n",
       "32      Vietnamese Restaurant      French Restaurant            Restaurant   \n",
       "33                    Stadium   Caribbean Restaurant                   Bar   \n",
       "34     Furniture / Home Store                  Diner             Bookstore   \n",
       "36           Sushi Restaurant                  Diner                   Pub   \n",
       "37           Recording Studio             Restaurant         Burrito Place   \n",
       "\n",
       "          8th Most Common Venue        9th Most Common Venue  \\\n",
       "0            Falafel Restaurant                  Event Space   \n",
       "1                           Spa                 Liquor Store   \n",
       "2             Fish & Chips Shop                   Steakhouse   \n",
       "3              Stationery Store               Clothing Store   \n",
       "4                Farmers Market           Falafel Restaurant   \n",
       "5                Clothing Store  Eastern European Restaurant   \n",
       "6                  Burger Joint           Salon / Barbershop   \n",
       "7                   Coffee Shop                          Gym   \n",
       "8            Falafel Restaurant                  Event Space   \n",
       "9                    Sports Bar                  Supermarket   \n",
       "10           Falafel Restaurant                  Event Space   \n",
       "11                         Park           Italian Restaurant   \n",
       "12     Mediterranean Restaurant                        Hotel   \n",
       "13               Breakfast Spot                      Theater   \n",
       "14                       Bakery                      Theater   \n",
       "15               Breakfast Spot                     Beer Bar   \n",
       "16                   Steakhouse                     Beer Bar   \n",
       "18                 Burger Joint             Asian Restaurant   \n",
       "19          Fried Chicken Joint                        Plaza   \n",
       "20                   Steakhouse                Deli / Bodega   \n",
       "21           Seafood Restaurant                          Gym   \n",
       "23  Eastern European Restaurant            Electronics Store   \n",
       "25                          Pub                     Beer Bar   \n",
       "26                       Bakery          Dumpling Restaurant   \n",
       "29                 Burger Joint                    Gastropub   \n",
       "30           Italian Restaurant                  Coffee Shop   \n",
       "31    Middle Eastern Restaurant                          Bar   \n",
       "32                         Café                  Pizza Place   \n",
       "33                 Climbing Gym                       Bakery   \n",
       "34                  Flea Market                    Speakeasy   \n",
       "36                Metro Station                   Restaurant   \n",
       "37                   Skate Park                      Brewery   \n",
       "\n",
       "       10th Most Common Venue  \n",
       "0        Ethiopian Restaurant  \n",
       "1                      Lounge  \n",
       "2           Food & Drink Shop  \n",
       "3   Middle Eastern Restaurant  \n",
       "4                 Event Space  \n",
       "5            Doner Restaurant  \n",
       "6                       Diner  \n",
       "7                       Diner  \n",
       "8        Ethiopian Restaurant  \n",
       "9            Sushi Restaurant  \n",
       "10       Ethiopian Restaurant  \n",
       "11          Indian Restaurant  \n",
       "12                        Gym  \n",
       "13         Italian Restaurant  \n",
       "14             Ice Cream Shop  \n",
       "15         Italian Restaurant  \n",
       "16                  Irish Pub  \n",
       "18                 Steakhouse  \n",
       "19             History Museum  \n",
       "20         Italian Restaurant  \n",
       "21                  Gastropub  \n",
       "23       Ethiopian Restaurant  \n",
       "25                 Beer Store  \n",
       "26                 Donut Shop  \n",
       "29              Deli / Bodega  \n",
       "30         Athletics & Sports  \n",
       "31                       Bank  \n",
       "32               Cocktail Bar  \n",
       "33         Italian Restaurant  \n",
       "34  Cajun / Creole Restaurant  \n",
       "36               Dessert Shop  \n",
       "37                 Smoke Shop  "
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_merged.loc[toronto_merged['Cluster Labels'] == 0, toronto_merged.columns[[1] + list(range(5, toronto_merged.shape[1]))]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### End"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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