lab_scraping_wiki.ipynb

{
 "metadata": {
  "name": "",
  "signature": "sha256:d61e977c27af9420a288fadb4221cb58d3a64da528184e968c22c667583b3dbd"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%matplotlib inline\n",
      "import pandas as pd\n",
      "import numpy as np\n",
      "import matplotlib.pyplot as plt\n",
      "\n",
      "import requests\n",
      "from bs4 import BeautifulSoup\n",
      "from pattern import web\n",
      "from datetime import datetime\n",
      "\n",
      "pd.set_option('display.width', 500)\n",
      "pd.set_option('display.max_columns', 100)\n",
      "# pd.set_option('display.mpl_style', 'default')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 458
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#List of Countries Population"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "url = 'http://en.wikipedia.org/wiki/List_of_countries_by_past_and_future_population'\n",
      "r = requests.get(url)\n",
      "print r\n",
      "soup = BeautifulSoup(r.content) #use content instead of text"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "<Response [200]>\n"
       ]
      }
     ],
     "prompt_number": 459
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "population_tables = []\n",
      "\n",
      "for table in soup.find_all('table', {'class': ['sortable', 'wikitable']}):\n",
      "#     if 'sortable' in table.attrs.get('class') or 'wikitable' in table.attrs.get('class'):\n",
      "    if table.find('th').text == 'Country or territory':\n",
      "        population_tables.append(table)\n",
      "\n",
      "# for table in soup.find_all('table', {'class': ['sortable', 'wikitable']}):\n",
      "#     if 'sortable' in table.attrs.get('class') or 'wikitable' in table.attrs.get('class'):\n",
      "#         if table.find('th').text == 'Country or territory':\n",
      "#             population_tables.append(table)\n",
      "population_tables"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 463,
       "text": [
        "[<table class=\"sortable wikitable\" style=\"text-align: right\">\n",
        " <tr>\n",
        " <th>Country or territory</th>\n",
        " <th>1950</th>\n",
        " <th>1955</th>\n",
        " <th>%</th>\n",
        " <th>1960</th>\n",
        " <th>%</th>\n",
        " <th>1965</th>\n",
        " <th>%</th>\n",
        " <th>1970</th>\n",
        " <th>%</th>\n",
        " <th>1975</th>\n",
        " <th>%</th>\n",
        " <th>1980</th>\n",
        " <th>%</th>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Afghanistan.svg/23px-Flag_of_Afghanistan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Afghanistan.svg/35px-Flag_of_Afghanistan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Afghanistan.svg/45px-Flag_of_Afghanistan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Afghanistan\" title=\"Afghanistan\">Afghanistan</a></td>\n",
        " <td>8,150</td>\n",
        " <td>8,891</td>\n",
        " <td>1.76</td>\n",
        " <td>9,829</td>\n",
        " <td>2.03</td>\n",
        " <td>10,998</td>\n",
        " <td>2.27</td>\n",
        " <td>12,431</td>\n",
        " <td>2.48</td>\n",
        " <td>14,132</td>\n",
        " <td>2.60</td>\n",
        " <td>15,044</td>\n",
        " <td>1.26</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"700\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/36/Flag_of_Albania.svg/21px-Flag_of_Albania.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/36/Flag_of_Albania.svg/32px-Flag_of_Albania.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/36/Flag_of_Albania.svg/42px-Flag_of_Albania.svg.png 2x\" width=\"21\"/>\u00a0</span><a href=\"/wiki/Albania\" title=\"Albania\">Albania</a></td>\n",
        " <td>1,227</td>\n",
        " <td>1,392</td>\n",
        " <td>2.56</td>\n",
        " <td>1,623</td>\n",
        " <td>3.12</td>\n",
        " <td>1,884</td>\n",
        " <td>3.03</td>\n",
        " <td>2,157</td>\n",
        " <td>2.74</td>\n",
        " <td>2,401</td>\n",
        " <td>2.17</td>\n",
        " <td>2,671</td>\n",
        " <td>2.15</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Algeria.svg/23px-Flag_of_Algeria.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Algeria.svg/35px-Flag_of_Algeria.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Algeria.svg/45px-Flag_of_Algeria.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Algeria\" title=\"Algeria\">Algeria</a></td>\n",
        " <td>8,893</td>\n",
        " <td>9,842</td>\n",
        " <td>2.05</td>\n",
        " <td>10,909</td>\n",
        " <td>2.08</td>\n",
        " <td>11,963</td>\n",
        " <td>1.86</td>\n",
        " <td>13,932</td>\n",
        " <td>3.09</td>\n",
        " <td>16,140</td>\n",
        " <td>2.99</td>\n",
        " <td>18,806</td>\n",
        " <td>3.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/87/Flag_of_American_Samoa.svg/23px-Flag_of_American_Samoa.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/87/Flag_of_American_Samoa.svg/35px-Flag_of_American_Samoa.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/87/Flag_of_American_Samoa.svg/46px-Flag_of_American_Samoa.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/American_Samoa\" title=\"American Samoa\">American Samoa</a></td>\n",
        " <td>19</td>\n",
        " <td>20</td>\n",
        " <td>1.03</td>\n",
        " <td>20</td>\n",
        " <td>0.00</td>\n",
        " <td>25</td>\n",
        " <td>4.56</td>\n",
        " <td>27</td>\n",
        " <td>1.55</td>\n",
        " <td>30</td>\n",
        " <td>2.13</td>\n",
        " <td>32</td>\n",
        " <td>1.30</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"700\" data-file-width=\"1000\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Andorra.svg/22px-Flag_of_Andorra.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Andorra.svg/33px-Flag_of_Andorra.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Andorra.svg/43px-Flag_of_Andorra.svg.png 2x\" width=\"22\"/>\u00a0</span><a href=\"/wiki/Andorra\" title=\"Andorra\">Andorra</a></td>\n",
        " <td>6</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " <td>8</td>\n",
        " <td>5.92</td>\n",
        " <td>14</td>\n",
        " <td>11.84</td>\n",
        " <td>20</td>\n",
        " <td>7.39</td>\n",
        " <td>27</td>\n",
        " <td>6.19</td>\n",
        " <td>34</td>\n",
        " <td>4.72</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9d/Flag_of_Angola.svg/23px-Flag_of_Angola.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9d/Flag_of_Angola.svg/35px-Flag_of_Angola.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9d/Flag_of_Angola.svg/45px-Flag_of_Angola.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Angola\" title=\"Angola\">Angola</a></td>\n",
        " <td>4,118</td>\n",
        " <td>4,423</td>\n",
        " <td>1.44</td>\n",
        " <td>4,797</td>\n",
        " <td>1.64</td>\n",
        " <td>5,135</td>\n",
        " <td>1.37</td>\n",
        " <td>5,606</td>\n",
        " <td>1.77</td>\n",
        " <td>6,050</td>\n",
        " <td>1.54</td>\n",
        " <td>7,206</td>\n",
        " <td>3.56</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b4/Flag_of_Anguilla.svg/23px-Flag_of_Anguilla.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b4/Flag_of_Anguilla.svg/35px-Flag_of_Anguilla.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b4/Flag_of_Anguilla.svg/46px-Flag_of_Anguilla.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Anguilla\" title=\"Anguilla\">Anguilla</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>5</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>3.71</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " <td>7</td>\n",
        " <td>3.13</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"460\" data-file-width=\"690\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/89/Flag_of_Antigua_and_Barbuda.svg/23px-Flag_of_Antigua_and_Barbuda.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/89/Flag_of_Antigua_and_Barbuda.svg/35px-Flag_of_Antigua_and_Barbuda.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/89/Flag_of_Antigua_and_Barbuda.svg/45px-Flag_of_Antigua_and_Barbuda.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Antigua_and_Barbuda\" title=\"Antigua and Barbuda\">Antigua and Barbuda</a></td>\n",
        " <td>46</td>\n",
        " <td>51</td>\n",
        " <td>2.09</td>\n",
        " <td>55</td>\n",
        " <td>1.52</td>\n",
        " <td>59</td>\n",
        " <td>1.41</td>\n",
        " <td>66</td>\n",
        " <td>2.27</td>\n",
        " <td>68</td>\n",
        " <td>0.60</td>\n",
        " <td>69</td>\n",
        " <td>0.29</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"800\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1a/Flag_of_Argentina.svg/23px-Flag_of_Argentina.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1a/Flag_of_Argentina.svg/35px-Flag_of_Argentina.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/1a/Flag_of_Argentina.svg/46px-Flag_of_Argentina.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Argentina\" title=\"Argentina\">Argentina</a></td>\n",
        " <td>17,150</td>\n",
        " <td>18,928</td>\n",
        " <td>1.99</td>\n",
        " <td>20,616</td>\n",
        " <td>1.72</td>\n",
        " <td>22,283</td>\n",
        " <td>1.57</td>\n",
        " <td>23,962</td>\n",
        " <td>1.46</td>\n",
        " <td>26,082</td>\n",
        " <td>1.71</td>\n",
        " <td>28,370</td>\n",
        " <td>1.70</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2f/Flag_of_Armenia.svg/23px-Flag_of_Armenia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2f/Flag_of_Armenia.svg/35px-Flag_of_Armenia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/2f/Flag_of_Armenia.svg/46px-Flag_of_Armenia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Armenia\" title=\"Armenia\">Armenia</a></td>\n",
        " <td>1,355</td>\n",
        " <td>1,565</td>\n",
        " <td>2.92</td>\n",
        " <td>1,869</td>\n",
        " <td>3.61</td>\n",
        " <td>2,206</td>\n",
        " <td>3.37</td>\n",
        " <td>2,520</td>\n",
        " <td>2.70</td>\n",
        " <td>2,834</td>\n",
        " <td>2.38</td>\n",
        " <td>3,115</td>\n",
        " <td>1.91</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Aruba.svg/23px-Flag_of_Aruba.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Aruba.svg/35px-Flag_of_Aruba.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Aruba.svg/45px-Flag_of_Aruba.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Aruba\" title=\"Aruba\">Aruba</a> (<a href=\"/wiki/Netherlands\" title=\"Netherlands\">Netherlands</a>)</td>\n",
        " <td>50</td>\n",
        " <td>54</td>\n",
        " <td>1.55</td>\n",
        " <td>57</td>\n",
        " <td>1.09</td>\n",
        " <td>59</td>\n",
        " <td>0.69</td>\n",
        " <td>59</td>\n",
        " <td>0.00</td>\n",
        " <td>59</td>\n",
        " <td>0.00</td>\n",
        " <td>60</td>\n",
        " <td>0.34</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"640\" data-file-width=\"1280\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/b/b9/Flag_of_Australia.svg/23px-Flag_of_Australia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/b/b9/Flag_of_Australia.svg/35px-Flag_of_Australia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/b/b9/Flag_of_Australia.svg/46px-Flag_of_Australia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Australia\" title=\"Australia\">Australia</a></td>\n",
        " <td>8,267</td>\n",
        " <td>9,277</td>\n",
        " <td>2.33</td>\n",
        " <td>10,361</td>\n",
        " <td>2.23</td>\n",
        " <td>11,439</td>\n",
        " <td>2.00</td>\n",
        " <td>12,660</td>\n",
        " <td>2.05</td>\n",
        " <td>13,771</td>\n",
        " <td>1.70</td>\n",
        " <td>14,616</td>\n",
        " <td>1.20</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Flag_of_Austria.svg/23px-Flag_of_Austria.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Flag_of_Austria.svg/35px-Flag_of_Austria.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/41/Flag_of_Austria.svg/45px-Flag_of_Austria.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Austria\" title=\"Austria\">Austria</a></td>\n",
        " <td>6,935</td>\n",
        " <td>6,947</td>\n",
        " <td>0.03</td>\n",
        " <td>7,047</td>\n",
        " <td>0.29</td>\n",
        " <td>7,271</td>\n",
        " <td>0.63</td>\n",
        " <td>7,467</td>\n",
        " <td>0.53</td>\n",
        " <td>7,579</td>\n",
        " <td>0.30</td>\n",
        " <td>7,549</td>\n",
        " <td>-0.08</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Azerbaijan.svg/23px-Flag_of_Azerbaijan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Azerbaijan.svg/35px-Flag_of_Azerbaijan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Azerbaijan.svg/46px-Flag_of_Azerbaijan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Azerbaijan\" title=\"Azerbaijan\">Azerbaijan</a></td>\n",
        " <td>2,885</td>\n",
        " <td>3,314</td>\n",
        " <td>2.81</td>\n",
        " <td>3,882</td>\n",
        " <td>3.21</td>\n",
        " <td>4,567</td>\n",
        " <td>3.30</td>\n",
        " <td>5,169</td>\n",
        " <td>2.51</td>\n",
        " <td>5,696</td>\n",
        " <td>1.96</td>\n",
        " <td>6,198</td>\n",
        " <td>1.70</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/93/Flag_of_the_Bahamas.svg/23px-Flag_of_the_Bahamas.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/93/Flag_of_the_Bahamas.svg/35px-Flag_of_the_Bahamas.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/93/Flag_of_the_Bahamas.svg/46px-Flag_of_the_Bahamas.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/The_Bahamas\" title=\"The Bahamas\">Bahamas</a></td>\n",
        " <td>70</td>\n",
        " <td>87</td>\n",
        " <td>4.44</td>\n",
        " <td>112</td>\n",
        " <td>5.18</td>\n",
        " <td>139</td>\n",
        " <td>4.41</td>\n",
        " <td>170</td>\n",
        " <td>4.11</td>\n",
        " <td>189</td>\n",
        " <td>2.14</td>\n",
        " <td>210</td>\n",
        " <td>2.13</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"900\" data-file-width=\"1500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Bahrain.svg/23px-Flag_of_Bahrain.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Bahrain.svg/35px-Flag_of_Bahrain.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Bahrain.svg/46px-Flag_of_Bahrain.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bahrain\" title=\"Bahrain\">Bahrain</a></td>\n",
        " <td>115</td>\n",
        " <td>130</td>\n",
        " <td>2.48</td>\n",
        " <td>157</td>\n",
        " <td>3.85</td>\n",
        " <td>191</td>\n",
        " <td>4.00</td>\n",
        " <td>220</td>\n",
        " <td>2.87</td>\n",
        " <td>259</td>\n",
        " <td>3.32</td>\n",
        " <td>348</td>\n",
        " <td>6.09</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f9/Flag_of_Bangladesh.svg/23px-Flag_of_Bangladesh.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f9/Flag_of_Bangladesh.svg/35px-Flag_of_Bangladesh.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f9/Flag_of_Bangladesh.svg/46px-Flag_of_Bangladesh.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bangladesh\" title=\"Bangladesh\">Bangladesh</a></td>\n",
        " <td>45,646</td>\n",
        " <td>49,588</td>\n",
        " <td>1.67</td>\n",
        " <td>54,593</td>\n",
        " <td>1.94</td>\n",
        " <td>60,284</td>\n",
        " <td>2.00</td>\n",
        " <td>67,331</td>\n",
        " <td>2.24</td>\n",
        " <td>76,153</td>\n",
        " <td>2.49</td>\n",
        " <td>87,937</td>\n",
        " <td>2.92</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1500\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ef/Flag_of_Barbados.svg/23px-Flag_of_Barbados.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ef/Flag_of_Barbados.svg/35px-Flag_of_Barbados.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/ef/Flag_of_Barbados.svg/45px-Flag_of_Barbados.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Barbados\" title=\"Barbados\">Barbados</a></td>\n",
        " <td>211</td>\n",
        " <td>227</td>\n",
        " <td>1.47</td>\n",
        " <td>232</td>\n",
        " <td>0.44</td>\n",
        " <td>235</td>\n",
        " <td>0.26</td>\n",
        " <td>239</td>\n",
        " <td>0.34</td>\n",
        " <td>247</td>\n",
        " <td>0.66</td>\n",
        " <td>252</td>\n",
        " <td>0.40</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"900\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/85/Flag_of_Belarus.svg/23px-Flag_of_Belarus.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/85/Flag_of_Belarus.svg/35px-Flag_of_Belarus.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/85/Flag_of_Belarus.svg/46px-Flag_of_Belarus.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Belarus\" title=\"Belarus\">Belarus</a></td>\n",
        " <td>7,722</td>\n",
        " <td>7,781</td>\n",
        " <td>0.15</td>\n",
        " <td>8,168</td>\n",
        " <td>0.98</td>\n",
        " <td>8,591</td>\n",
        " <td>1.01</td>\n",
        " <td>9,027</td>\n",
        " <td>1.00</td>\n",
        " <td>9,360</td>\n",
        " <td>0.73</td>\n",
        " <td>9,644</td>\n",
        " <td>0.60</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Belgium_%28civil%29.svg/23px-Flag_of_Belgium_%28civil%29.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Belgium_%28civil%29.svg/35px-Flag_of_Belgium_%28civil%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Belgium_%28civil%29.svg/45px-Flag_of_Belgium_%28civil%29.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Belgium\" title=\"Belgium\">Belgium</a></td>\n",
        " <td>8,639</td>\n",
        " <td>8,868</td>\n",
        " <td>0.52</td>\n",
        " <td>9,119</td>\n",
        " <td>0.56</td>\n",
        " <td>9,448</td>\n",
        " <td>0.71</td>\n",
        " <td>9,638</td>\n",
        " <td>0.40</td>\n",
        " <td>9,795</td>\n",
        " <td>0.32</td>\n",
        " <td>9,847</td>\n",
        " <td>0.11</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e7/Flag_of_Belize.svg/23px-Flag_of_Belize.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e7/Flag_of_Belize.svg/35px-Flag_of_Belize.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e7/Flag_of_Belize.svg/45px-Flag_of_Belize.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Belize\" title=\"Belize\">Belize</a></td>\n",
        " <td>66</td>\n",
        " <td>77</td>\n",
        " <td>3.13</td>\n",
        " <td>92</td>\n",
        " <td>3.62</td>\n",
        " <td>107</td>\n",
        " <td>3.07</td>\n",
        " <td>122</td>\n",
        " <td>2.66</td>\n",
        " <td>136</td>\n",
        " <td>2.20</td>\n",
        " <td>144</td>\n",
        " <td>1.15</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1500\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Benin.svg/23px-Flag_of_Benin.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Benin.svg/35px-Flag_of_Benin.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Benin.svg/45px-Flag_of_Benin.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Benin\" title=\"Benin\">Benin</a></td>\n",
        " <td>1,673</td>\n",
        " <td>1,846</td>\n",
        " <td>1.99</td>\n",
        " <td>2,055</td>\n",
        " <td>2.17</td>\n",
        " <td>2,311</td>\n",
        " <td>2.38</td>\n",
        " <td>2,620</td>\n",
        " <td>2.54</td>\n",
        " <td>2,996</td>\n",
        " <td>2.72</td>\n",
        " <td>3,458</td>\n",
        " <td>2.91</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bermuda.svg/23px-Flag_of_Bermuda.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bermuda.svg/35px-Flag_of_Bermuda.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bermuda.svg/46px-Flag_of_Bermuda.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bermuda\" title=\"Bermuda\">Bermuda</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>39</td>\n",
        " <td>41</td>\n",
        " <td>1.01</td>\n",
        " <td>44</td>\n",
        " <td>1.42</td>\n",
        " <td>49</td>\n",
        " <td>2.18</td>\n",
        " <td>53</td>\n",
        " <td>1.58</td>\n",
        " <td>54</td>\n",
        " <td>0.37</td>\n",
        " <td>55</td>\n",
        " <td>0.37</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/91/Flag_of_Bhutan.svg/23px-Flag_of_Bhutan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/91/Flag_of_Bhutan.svg/35px-Flag_of_Bhutan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/91/Flag_of_Bhutan.svg/45px-Flag_of_Bhutan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bhutan\" title=\"Bhutan\">Bhutan</a></td>\n",
        " <td>164</td>\n",
        " <td>186</td>\n",
        " <td>2.55</td>\n",
        " <td>212</td>\n",
        " <td>2.65</td>\n",
        " <td>254</td>\n",
        " <td>3.68</td>\n",
        " <td>309</td>\n",
        " <td>4.00</td>\n",
        " <td>373</td>\n",
        " <td>3.84</td>\n",
        " <td>446</td>\n",
        " <td>3.64</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"750\" data-file-width=\"1100\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Bolivia.svg/22px-Flag_of_Bolivia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Bolivia.svg/34px-Flag_of_Bolivia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Bolivia.svg/44px-Flag_of_Bolivia.svg.png 2x\" width=\"22\"/>\u00a0</span><a href=\"/wiki/Bolivia\" title=\"Bolivia\">Bolivia</a></td>\n",
        " <td>2,766</td>\n",
        " <td>3,074</td>\n",
        " <td>2.13</td>\n",
        " <td>3,434</td>\n",
        " <td>2.24</td>\n",
        " <td>3,853</td>\n",
        " <td>2.33</td>\n",
        " <td>4,346</td>\n",
        " <td>2.44</td>\n",
        " <td>4,914</td>\n",
        " <td>2.49</td>\n",
        " <td>5,441</td>\n",
        " <td>2.06</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bosnia_and_Herzegovina.svg/23px-Flag_of_Bosnia_and_Herzegovina.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bosnia_and_Herzegovina.svg/35px-Flag_of_Bosnia_and_Herzegovina.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bf/Flag_of_Bosnia_and_Herzegovina.svg/46px-Flag_of_Bosnia_and_Herzegovina.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bosnia_and_Herzegovina\" title=\"Bosnia and Herzegovina\">Bosnia and Herzegovina</a></td>\n",
        " <td>2,662</td>\n",
        " <td>2,974</td>\n",
        " <td>2.24</td>\n",
        " <td>3,240</td>\n",
        " <td>1.73</td>\n",
        " <td>3,493</td>\n",
        " <td>1.52</td>\n",
        " <td>3,703</td>\n",
        " <td>1.17</td>\n",
        " <td>3,980</td>\n",
        " <td>1.45</td>\n",
        " <td>4,092</td>\n",
        " <td>0.56</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1200\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Botswana.svg/23px-Flag_of_Botswana.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Botswana.svg/35px-Flag_of_Botswana.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Botswana.svg/45px-Flag_of_Botswana.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Botswana\" title=\"Botswana\">Botswana</a></td>\n",
        " <td>430</td>\n",
        " <td>461</td>\n",
        " <td>1.40</td>\n",
        " <td>497</td>\n",
        " <td>1.52</td>\n",
        " <td>538</td>\n",
        " <td>1.60</td>\n",
        " <td>584</td>\n",
        " <td>1.65</td>\n",
        " <td>705</td>\n",
        " <td>3.84</td>\n",
        " <td>900</td>\n",
        " <td>5.01</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"504\" data-file-width=\"720\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/0/05/Flag_of_Brazil.svg/22px-Flag_of_Brazil.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/0/05/Flag_of_Brazil.svg/33px-Flag_of_Brazil.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/0/05/Flag_of_Brazil.svg/43px-Flag_of_Brazil.svg.png 2x\" width=\"22\"/>\u00a0</span><a href=\"/wiki/Brazil\" title=\"Brazil\">Brazil</a></td>\n",
        " <td>53,443</td>\n",
        " <td>61,774</td>\n",
        " <td>2.94</td>\n",
        " <td>71,695</td>\n",
        " <td>3.02</td>\n",
        " <td>83,093</td>\n",
        " <td>2.99</td>\n",
        " <td>95,684</td>\n",
        " <td>2.86</td>\n",
        " <td>108,879</td>\n",
        " <td>2.62</td>\n",
        " <td>123,020</td>\n",
        " <td>2.47</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"720\" data-file-width=\"1440\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Brunei.svg/23px-Flag_of_Brunei.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Brunei.svg/35px-Flag_of_Brunei.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Brunei.svg/46px-Flag_of_Brunei.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Brunei\" title=\"Brunei\">Brunei</a></td>\n",
        " <td>45</td>\n",
        " <td>61</td>\n",
        " <td>6.27</td>\n",
        " <td>83</td>\n",
        " <td>6.35</td>\n",
        " <td>102</td>\n",
        " <td>4.21</td>\n",
        " <td>128</td>\n",
        " <td>4.65</td>\n",
        " <td>156</td>\n",
        " <td>4.04</td>\n",
        " <td>185</td>\n",
        " <td>3.47</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Bulgaria.svg/23px-Flag_of_Bulgaria.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Bulgaria.svg/35px-Flag_of_Bulgaria.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Bulgaria.svg/46px-Flag_of_Bulgaria.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Bulgaria\" title=\"Bulgaria\">Bulgaria</a></td>\n",
        " <td>7,251</td>\n",
        " <td>7,499</td>\n",
        " <td>0.67</td>\n",
        " <td>7,867</td>\n",
        " <td>0.96</td>\n",
        " <td>8,201</td>\n",
        " <td>0.84</td>\n",
        " <td>8,490</td>\n",
        " <td>0.70</td>\n",
        " <td>8,721</td>\n",
        " <td>0.54</td>\n",
        " <td>8,844</td>\n",
        " <td>0.28</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Burkina_Faso.svg/23px-Flag_of_Burkina_Faso.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Burkina_Faso.svg/35px-Flag_of_Burkina_Faso.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Burkina_Faso.svg/45px-Flag_of_Burkina_Faso.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Burkina_Faso\" title=\"Burkina Faso\">Burkina Faso</a></td>\n",
        " <td>4,376</td>\n",
        " <td>4,614</td>\n",
        " <td>1.06</td>\n",
        " <td>4,866</td>\n",
        " <td>1.07</td>\n",
        " <td>5,032</td>\n",
        " <td>0.67</td>\n",
        " <td>5,304</td>\n",
        " <td>1.06</td>\n",
        " <td>5,673</td>\n",
        " <td>1.35</td>\n",
        " <td>6,318</td>\n",
        " <td>2.18</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1200\" data-file-width=\"1800\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/8c/Flag_of_Myanmar.svg/23px-Flag_of_Myanmar.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/8c/Flag_of_Myanmar.svg/35px-Flag_of_Myanmar.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/8c/Flag_of_Myanmar.svg/45px-Flag_of_Myanmar.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Burma\" title=\"Burma\">Burma</a></td>\n",
        " <td>19,488</td>\n",
        " <td>21,050</td>\n",
        " <td>1.55</td>\n",
        " <td>22,839</td>\n",
        " <td>1.64</td>\n",
        " <td>24,937</td>\n",
        " <td>1.77</td>\n",
        " <td>27,393</td>\n",
        " <td>1.90</td>\n",
        " <td>30,330</td>\n",
        " <td>2.06</td>\n",
        " <td>33,336</td>\n",
        " <td>1.91</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/50/Flag_of_Burundi.svg/23px-Flag_of_Burundi.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/50/Flag_of_Burundi.svg/35px-Flag_of_Burundi.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/50/Flag_of_Burundi.svg/46px-Flag_of_Burundi.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Burundi\" title=\"Burundi\">Burundi</a></td>\n",
        " <td>2,363</td>\n",
        " <td>2,576</td>\n",
        " <td>1.74</td>\n",
        " <td>2,815</td>\n",
        " <td>1.79</td>\n",
        " <td>3,171</td>\n",
        " <td>2.41</td>\n",
        " <td>3,522</td>\n",
        " <td>2.12</td>\n",
        " <td>3,676</td>\n",
        " <td>0.86</td>\n",
        " <td>4,298</td>\n",
        " <td>3.18</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"625\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/83/Flag_of_Cambodia.svg/23px-Flag_of_Cambodia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/83/Flag_of_Cambodia.svg/35px-Flag_of_Cambodia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/83/Flag_of_Cambodia.svg/46px-Flag_of_Cambodia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cambodia\" title=\"Cambodia\">Cambodia</a></td>\n",
        " <td>4,471</td>\n",
        " <td>5,049</td>\n",
        " <td>2.46</td>\n",
        " <td>5,761</td>\n",
        " <td>2.67</td>\n",
        " <td>6,602</td>\n",
        " <td>2.76</td>\n",
        " <td>7,394</td>\n",
        " <td>2.29</td>\n",
        " <td>7,500</td>\n",
        " <td>0.29</td>\n",
        " <td>6,889</td>\n",
        " <td>-1.69</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Cameroon.svg/23px-Flag_of_Cameroon.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Cameroon.svg/35px-Flag_of_Cameroon.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Cameroon.svg/45px-Flag_of_Cameroon.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cameroon\" title=\"Cameroon\">Cameroon</a></td>\n",
        " <td>4,888</td>\n",
        " <td>5,211</td>\n",
        " <td>1.29</td>\n",
        " <td>5,609</td>\n",
        " <td>1.48</td>\n",
        " <td>6,104</td>\n",
        " <td>1.71</td>\n",
        " <td>6,727</td>\n",
        " <td>1.96</td>\n",
        " <td>7,522</td>\n",
        " <td>2.26</td>\n",
        " <td>8,762</td>\n",
        " <td>3.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/23px-Flag_of_Canada.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/35px-Flag_of_Canada.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/46px-Flag_of_Canada.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Canada\" title=\"Canada\">Canada</a></td>\n",
        " <td>14,011</td>\n",
        " <td>16,050</td>\n",
        " <td>2.75</td>\n",
        " <td>18,267</td>\n",
        " <td>2.62</td>\n",
        " <td>20,071</td>\n",
        " <td>1.90</td>\n",
        " <td>21,750</td>\n",
        " <td>1.62</td>\n",
        " <td>23,209</td>\n",
        " <td>1.31</td>\n",
        " <td>24,593</td>\n",
        " <td>1.17</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"510\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/38/Flag_of_Cape_Verde.svg/23px-Flag_of_Cape_Verde.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/38/Flag_of_Cape_Verde.svg/35px-Flag_of_Cape_Verde.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/38/Flag_of_Cape_Verde.svg/46px-Flag_of_Cape_Verde.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cape_Verde\" title=\"Cape Verde\">Cape Verde</a></td>\n",
        " <td>146</td>\n",
        " <td>169</td>\n",
        " <td>2.97</td>\n",
        " <td>197</td>\n",
        " <td>3.11</td>\n",
        " <td>232</td>\n",
        " <td>3.32</td>\n",
        " <td>269</td>\n",
        " <td>3.00</td>\n",
        " <td>280</td>\n",
        " <td>0.80</td>\n",
        " <td>296</td>\n",
        " <td>1.12</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_the_Cayman_Islands.svg/23px-Flag_of_the_Cayman_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_the_Cayman_Islands.svg/35px-Flag_of_the_Cayman_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_the_Cayman_Islands.svg/46px-Flag_of_the_Cayman_Islands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cayman_Islands\" title=\"Cayman Islands\">Cayman Islands</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>6</td>\n",
        " <td>7</td>\n",
        " <td>3.13</td>\n",
        " <td>8</td>\n",
        " <td>2.71</td>\n",
        " <td>9</td>\n",
        " <td>2.38</td>\n",
        " <td>10</td>\n",
        " <td>2.13</td>\n",
        " <td>14</td>\n",
        " <td>6.96</td>\n",
        " <td>17</td>\n",
        " <td>3.96</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Central_African_Republic.svg/23px-Flag_of_the_Central_African_Republic.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Central_African_Republic.svg/35px-Flag_of_the_Central_African_Republic.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Central_African_Republic.svg/45px-Flag_of_the_Central_African_Republic.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Central_African_Republic\" title=\"Central African Republic\">Central African Republic</a></td>\n",
        " <td>1,260</td>\n",
        " <td>1,348</td>\n",
        " <td>1.36</td>\n",
        " <td>1,467</td>\n",
        " <td>1.71</td>\n",
        " <td>1,628</td>\n",
        " <td>2.10</td>\n",
        " <td>1,839</td>\n",
        " <td>2.47</td>\n",
        " <td>2,058</td>\n",
        " <td>2.28</td>\n",
        " <td>2,349</td>\n",
        " <td>2.68</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4b/Flag_of_Chad.svg/23px-Flag_of_Chad.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4b/Flag_of_Chad.svg/35px-Flag_of_Chad.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4b/Flag_of_Chad.svg/45px-Flag_of_Chad.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Chad\" title=\"Chad\">Chad</a></td>\n",
        " <td>2,608</td>\n",
        " <td>2,805</td>\n",
        " <td>1.47</td>\n",
        " <td>3,042</td>\n",
        " <td>1.64</td>\n",
        " <td>3,345</td>\n",
        " <td>1.92</td>\n",
        " <td>3,727</td>\n",
        " <td>2.19</td>\n",
        " <td>4,144</td>\n",
        " <td>2.14</td>\n",
        " <td>4,522</td>\n",
        " <td>1.76</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1500\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/78/Flag_of_Chile.svg/23px-Flag_of_Chile.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/78/Flag_of_Chile.svg/35px-Flag_of_Chile.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/78/Flag_of_Chile.svg/45px-Flag_of_Chile.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Chile\" title=\"Chile\">Chile</a></td>\n",
        " <td>6,091</td>\n",
        " <td>6,743</td>\n",
        " <td>2.05</td>\n",
        " <td>7,585</td>\n",
        " <td>2.38</td>\n",
        " <td>8,510</td>\n",
        " <td>2.33</td>\n",
        " <td>9,369</td>\n",
        " <td>1.94</td>\n",
        " <td>10,252</td>\n",
        " <td>1.82</td>\n",
        " <td>11,094</td>\n",
        " <td>1.59</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_the_People%27s_Republic_of_China.svg/23px-Flag_of_the_People%27s_Republic_of_China.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_the_People%27s_Republic_of_China.svg/35px-Flag_of_the_People%27s_Republic_of_China.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_the_People%27s_Republic_of_China.svg/45px-Flag_of_the_People%27s_Republic_of_China.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/China\" title=\"China\">China</a></td>\n",
        " <td>562,580</td>\n",
        " <td>606,730</td>\n",
        " <td>1.52</td>\n",
        " <td>650,661</td>\n",
        " <td>1.41</td>\n",
        " <td>715,546</td>\n",
        " <td>1.92</td>\n",
        " <td>820,403</td>\n",
        " <td>2.77</td>\n",
        " <td>917,899</td>\n",
        " <td>2.27</td>\n",
        " <td>984,736</td>\n",
        " <td>1.42</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/21/Flag_of_Colombia.svg/23px-Flag_of_Colombia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/21/Flag_of_Colombia.svg/35px-Flag_of_Colombia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/21/Flag_of_Colombia.svg/45px-Flag_of_Colombia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Colombia\" title=\"Colombia\">Colombia</a></td>\n",
        " <td>11,592</td>\n",
        " <td>13,588</td>\n",
        " <td>3.23</td>\n",
        " <td>15,953</td>\n",
        " <td>3.26</td>\n",
        " <td>18,646</td>\n",
        " <td>3.17</td>\n",
        " <td>21,430</td>\n",
        " <td>2.82</td>\n",
        " <td>24,125</td>\n",
        " <td>2.40</td>\n",
        " <td>26,631</td>\n",
        " <td>2.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/94/Flag_of_the_Comoros.svg/23px-Flag_of_the_Comoros.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/94/Flag_of_the_Comoros.svg/35px-Flag_of_the_Comoros.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/94/Flag_of_the_Comoros.svg/46px-Flag_of_the_Comoros.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Comoros\" title=\"Comoros\">Comoros</a></td>\n",
        " <td>148</td>\n",
        " <td>164</td>\n",
        " <td>2.07</td>\n",
        " <td>183</td>\n",
        " <td>2.22</td>\n",
        " <td>206</td>\n",
        " <td>2.40</td>\n",
        " <td>237</td>\n",
        " <td>2.84</td>\n",
        " <td>276</td>\n",
        " <td>3.09</td>\n",
        " <td>340</td>\n",
        " <td>4.26</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_the_Republic_of_the_Congo.svg/23px-Flag_of_the_Republic_of_the_Congo.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_the_Republic_of_the_Congo.svg/35px-Flag_of_the_Republic_of_the_Congo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_the_Republic_of_the_Congo.svg/45px-Flag_of_the_Republic_of_the_Congo.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Republic_of_the_Congo\" title=\"Republic of the Congo\">Congo (Brazzaville)</a></td>\n",
        " <td>826</td>\n",
        " <td>904</td>\n",
        " <td>1.82</td>\n",
        " <td>1,002</td>\n",
        " <td>2.08</td>\n",
        " <td>1,124</td>\n",
        " <td>2.32</td>\n",
        " <td>1,272</td>\n",
        " <td>2.50</td>\n",
        " <td>1,454</td>\n",
        " <td>2.71</td>\n",
        " <td>1,674</td>\n",
        " <td>2.86</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"800\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Democratic_Republic_of_the_Congo.svg/20px-Flag_of_the_Democratic_Republic_of_the_Congo.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Democratic_Republic_of_the_Congo.svg/31px-Flag_of_the_Democratic_Republic_of_the_Congo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/6f/Flag_of_the_Democratic_Republic_of_the_Congo.svg/40px-Flag_of_the_Democratic_Republic_of_the_Congo.svg.png 2x\" width=\"20\"/>\u00a0</span><a href=\"/wiki/Democratic_Republic_of_the_Congo\" title=\"Democratic Republic of the Congo\">Congo (Kinshasa)</a></td>\n",
        " <td>13,569</td>\n",
        " <td>14,953</td>\n",
        " <td>1.96</td>\n",
        " <td>16,610</td>\n",
        " <td>2.12</td>\n",
        " <td>18,856</td>\n",
        " <td>2.57</td>\n",
        " <td>21,781</td>\n",
        " <td>2.93</td>\n",
        " <td>25,032</td>\n",
        " <td>2.82</td>\n",
        " <td>29,011</td>\n",
        " <td>2.99</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/35/Flag_of_the_Cook_Islands.svg/23px-Flag_of_the_Cook_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/35/Flag_of_the_Cook_Islands.svg/35px-Flag_of_the_Cook_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/35/Flag_of_the_Cook_Islands.svg/46px-Flag_of_the_Cook_Islands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cook_Islands\" title=\"Cook Islands\">Cook Islands</a> (<a href=\"/wiki/New_Zealand\" title=\"New Zealand\">NZ</a>)</td>\n",
        " <td>15</td>\n",
        " <td>16</td>\n",
        " <td>1.30</td>\n",
        " <td>18</td>\n",
        " <td>2.38</td>\n",
        " <td>19</td>\n",
        " <td>1.09</td>\n",
        " <td>21</td>\n",
        " <td>2.02</td>\n",
        " <td>19</td>\n",
        " <td>-1.98</td>\n",
        " <td>18</td>\n",
        " <td>-1.08</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f2/Flag_of_Costa_Rica.svg/23px-Flag_of_Costa_Rica.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f2/Flag_of_Costa_Rica.svg/35px-Flag_of_Costa_Rica.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f2/Flag_of_Costa_Rica.svg/46px-Flag_of_Costa_Rica.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Costa_Rica\" title=\"Costa Rica\">Costa Rica</a></td>\n",
        " <td>867</td>\n",
        " <td>1,032</td>\n",
        " <td>3.55</td>\n",
        " <td>1,248</td>\n",
        " <td>3.87</td>\n",
        " <td>1,488</td>\n",
        " <td>3.58</td>\n",
        " <td>1,736</td>\n",
        " <td>3.13</td>\n",
        " <td>1,992</td>\n",
        " <td>2.79</td>\n",
        " <td>2,299</td>\n",
        " <td>2.91</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_C%C3%B4te_d%27Ivoire.svg/23px-Flag_of_C%C3%B4te_d%27Ivoire.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_C%C3%B4te_d%27Ivoire.svg/35px-Flag_of_C%C3%B4te_d%27Ivoire.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_C%C3%B4te_d%27Ivoire.svg/45px-Flag_of_C%C3%B4te_d%27Ivoire.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Ivory_Coast\" title=\"Ivory Coast\">Ivory Coast</a></td>\n",
        " <td>2,860</td>\n",
        " <td>3,164</td>\n",
        " <td>2.04</td>\n",
        " <td>3,576</td>\n",
        " <td>2.48</td>\n",
        " <td>4,356</td>\n",
        " <td>4.03</td>\n",
        " <td>5,579</td>\n",
        " <td>5.07</td>\n",
        " <td>7,031</td>\n",
        " <td>4.74</td>\n",
        " <td>8,593</td>\n",
        " <td>4.09</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1b/Flag_of_Croatia.svg/23px-Flag_of_Croatia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1b/Flag_of_Croatia.svg/35px-Flag_of_Croatia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/1b/Flag_of_Croatia.svg/46px-Flag_of_Croatia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Croatia\" title=\"Croatia\">Croatia</a></td>\n",
        " <td>4,000</td>\n",
        " <td>3,956</td>\n",
        " <td>-0,29</td>\n",
        " <td>4,036</td>\n",
        " <td>0.40</td>\n",
        " <td>4,133</td>\n",
        " <td>0.48</td>\n",
        " <td>4,205</td>\n",
        " <td>0.35</td>\n",
        " <td>4,255</td>\n",
        " <td>0.24</td>\n",
        " <td>4,383</td>\n",
        " <td>0.59</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Flag_of_Cuba.svg/23px-Flag_of_Cuba.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Flag_of_Cuba.svg/35px-Flag_of_Cuba.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Flag_of_Cuba.svg/46px-Flag_of_Cuba.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cuba\" title=\"Cuba\">Cuba</a></td>\n",
        " <td>5,785</td>\n",
        " <td>6,381</td>\n",
        " <td>1.98</td>\n",
        " <td>7,027</td>\n",
        " <td>1.95</td>\n",
        " <td>7,810</td>\n",
        " <td>2.14</td>\n",
        " <td>8,543</td>\n",
        " <td>1.81</td>\n",
        " <td>9,290</td>\n",
        " <td>1.69</td>\n",
        " <td>9,653</td>\n",
        " <td>0.77</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_Cura%C3%A7ao.svg/23px-Flag_of_Cura%C3%A7ao.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_Cura%C3%A7ao.svg/35px-Flag_of_Cura%C3%A7ao.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_Cura%C3%A7ao.svg/45px-Flag_of_Cura%C3%A7ao.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cura%C3%A7ao\" title=\"Cura\u00e7ao\">Cura\u00e7ao</a> (<a href=\"/wiki/Netherlands\" title=\"Netherlands\">Netherlands</a>)</td>\n",
        " <td>101</td>\n",
        " <td>112</td>\n",
        " <td>2.09</td>\n",
        " <td>124</td>\n",
        " <td>2.06</td>\n",
        " <td>134</td>\n",
        " <td>1.56</td>\n",
        " <td>145</td>\n",
        " <td>1.59</td>\n",
        " <td>149</td>\n",
        " <td>0.55</td>\n",
        " <td>148</td>\n",
        " <td>-0.13</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Cyprus.svg/23px-Flag_of_Cyprus.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Cyprus.svg/35px-Flag_of_Cyprus.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Cyprus.svg/45px-Flag_of_Cyprus.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Cyprus\" title=\"Cyprus\">Cyprus</a></td>\n",
        " <td>494</td>\n",
        " <td>533</td>\n",
        " <td>1.53</td>\n",
        " <td>579</td>\n",
        " <td>1.67</td>\n",
        " <td>600</td>\n",
        " <td>0.72</td>\n",
        " <td>627</td>\n",
        " <td>0.88</td>\n",
        " <td>627</td>\n",
        " <td>0.00</td>\n",
        " <td>630</td>\n",
        " <td>0.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/cb/Flag_of_the_Czech_Republic.svg/23px-Flag_of_the_Czech_Republic.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/cb/Flag_of_the_Czech_Republic.svg/35px-Flag_of_the_Czech_Republic.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/cb/Flag_of_the_Czech_Republic.svg/45px-Flag_of_the_Czech_Republic.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Czech_Republic\" title=\"Czech Republic\">Czech Republic</a></td>\n",
        " <td>8,925</td>\n",
        " <td>9,366</td>\n",
        " <td>0.97</td>\n",
        " <td>9,660</td>\n",
        " <td>0.62</td>\n",
        " <td>9,777</td>\n",
        " <td>0.24</td>\n",
        " <td>9,795</td>\n",
        " <td>0.04</td>\n",
        " <td>10,042</td>\n",
        " <td>0.50</td>\n",
        " <td>10,289</td>\n",
        " <td>0.49</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"280\" data-file-width=\"370\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Denmark.svg/20px-Flag_of_Denmark.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Denmark.svg/31px-Flag_of_Denmark.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Flag_of_Denmark.svg/40px-Flag_of_Denmark.svg.png 2x\" width=\"20\"/>\u00a0</span><a href=\"/wiki/Denmark\" title=\"Denmark\">Denmark</a></td>\n",
        " <td>4,271</td>\n",
        " <td>4,439</td>\n",
        " <td>0.77</td>\n",
        " <td>4,581</td>\n",
        " <td>0.63</td>\n",
        " <td>4,758</td>\n",
        " <td>0.76</td>\n",
        " <td>4,929</td>\n",
        " <td>0.71</td>\n",
        " <td>5,060</td>\n",
        " <td>0.53</td>\n",
        " <td>5,123</td>\n",
        " <td>0.25</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_Djibouti.svg/23px-Flag_of_Djibouti.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_Djibouti.svg/35px-Flag_of_Djibouti.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_Djibouti.svg/45px-Flag_of_Djibouti.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Djibouti\" title=\"Djibouti\">Djibouti</a></td>\n",
        " <td>79</td>\n",
        " <td>90</td>\n",
        " <td>2.64</td>\n",
        " <td>111</td>\n",
        " <td>4.28</td>\n",
        " <td>142</td>\n",
        " <td>5.05</td>\n",
        " <td>180</td>\n",
        " <td>4.86</td>\n",
        " <td>227</td>\n",
        " <td>4.75</td>\n",
        " <td>327</td>\n",
        " <td>7.57</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c4/Flag_of_Dominica.svg/23px-Flag_of_Dominica.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c4/Flag_of_Dominica.svg/35px-Flag_of_Dominica.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c4/Flag_of_Dominica.svg/46px-Flag_of_Dominica.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Dominica\" title=\"Dominica\">Dominica</a></td>\n",
        " <td>51</td>\n",
        " <td>57</td>\n",
        " <td>2.25</td>\n",
        " <td>60</td>\n",
        " <td>1.03</td>\n",
        " <td>64</td>\n",
        " <td>1.30</td>\n",
        " <td>70</td>\n",
        " <td>1.81</td>\n",
        " <td>74</td>\n",
        " <td>1.12</td>\n",
        " <td>74</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"625\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_the_Dominican_Republic.svg/23px-Flag_of_the_Dominican_Republic.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_the_Dominican_Republic.svg/35px-Flag_of_the_Dominican_Republic.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_the_Dominican_Republic.svg/46px-Flag_of_the_Dominican_Republic.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Dominican_Republic\" title=\"Dominican Republic\">Dominican Republic</a></td>\n",
        " <td>2,353</td>\n",
        " <td>2,737</td>\n",
        " <td>3.07</td>\n",
        " <td>3,231</td>\n",
        " <td>3.37</td>\n",
        " <td>3,806</td>\n",
        " <td>3.33</td>\n",
        " <td>4,423</td>\n",
        " <td>3.05</td>\n",
        " <td>5,048</td>\n",
        " <td>2.68</td>\n",
        " <td>5,697</td>\n",
        " <td>2.45</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"960\" data-file-width=\"1440\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e8/Flag_of_Ecuador.svg/23px-Flag_of_Ecuador.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e8/Flag_of_Ecuador.svg/35px-Flag_of_Ecuador.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e8/Flag_of_Ecuador.svg/45px-Flag_of_Ecuador.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Ecuador\" title=\"Ecuador\">Ecuador</a></td>\n",
        " <td>3,370</td>\n",
        " <td>3,842</td>\n",
        " <td>2.66</td>\n",
        " <td>4,416</td>\n",
        " <td>2.82</td>\n",
        " <td>5,118</td>\n",
        " <td>2.99</td>\n",
        " <td>5,939</td>\n",
        " <td>3.02</td>\n",
        " <td>6,872</td>\n",
        " <td>2.96</td>\n",
        " <td>7,920</td>\n",
        " <td>2.88</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Egypt.svg/23px-Flag_of_Egypt.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Egypt.svg/35px-Flag_of_Egypt.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Egypt.svg/45px-Flag_of_Egypt.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Egypt\" title=\"Egypt\">Egypt</a></td>\n",
        " <td>21,198</td>\n",
        " <td>23,856</td>\n",
        " <td>2.39</td>\n",
        " <td>26,847</td>\n",
        " <td>2.39</td>\n",
        " <td>30,265</td>\n",
        " <td>2.43</td>\n",
        " <td>33,574</td>\n",
        " <td>2.10</td>\n",
        " <td>36,952</td>\n",
        " <td>1.94</td>\n",
        " <td>42,634</td>\n",
        " <td>2.90</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1064\" height=\"13\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_El_Salvador.svg/23px-Flag_of_El_Salvador.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_El_Salvador.svg/35px-Flag_of_El_Salvador.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/34/Flag_of_El_Salvador.svg/46px-Flag_of_El_Salvador.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/El_Salvador\" title=\"El Salvador\">El Salvador</a></td>\n",
        " <td>1,940</td>\n",
        " <td>2,221</td>\n",
        " <td>2.74</td>\n",
        " <td>2,582</td>\n",
        " <td>3.06</td>\n",
        " <td>3,018</td>\n",
        " <td>3.17</td>\n",
        " <td>3,604</td>\n",
        " <td>3.61</td>\n",
        " <td>4,073</td>\n",
        " <td>2.48</td>\n",
        " <td>4,570</td>\n",
        " <td>2.33</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1200\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Equatorial_Guinea.svg/23px-Flag_of_Equatorial_Guinea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Equatorial_Guinea.svg/35px-Flag_of_Equatorial_Guinea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Equatorial_Guinea.svg/45px-Flag_of_Equatorial_Guinea.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Equatorial_Guinea\" title=\"Equatorial Guinea\">Equatorial Guinea</a></td>\n",
        " <td>211</td>\n",
        " <td>226</td>\n",
        " <td>1.38</td>\n",
        " <td>244</td>\n",
        " <td>1.54</td>\n",
        " <td>253</td>\n",
        " <td>0.73</td>\n",
        " <td>270</td>\n",
        " <td>1.31</td>\n",
        " <td>213</td>\n",
        " <td>-4.63</td>\n",
        " <td>256</td>\n",
        " <td>3.75</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/29/Flag_of_Eritrea.svg/23px-Flag_of_Eritrea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/29/Flag_of_Eritrea.svg/35px-Flag_of_Eritrea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/29/Flag_of_Eritrea.svg/46px-Flag_of_Eritrea.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Eritrea\" title=\"Eritrea\">Eritrea</a></td>\n",
        " <td>1,403</td>\n",
        " <td>1,499</td>\n",
        " <td>1.33</td>\n",
        " <td>1,615</td>\n",
        " <td>1.50</td>\n",
        " <td>1,746</td>\n",
        " <td>1.57</td>\n",
        " <td>2,160</td>\n",
        " <td>4.35</td>\n",
        " <td>2,421</td>\n",
        " <td>2.31</td>\n",
        " <td>2,569</td>\n",
        " <td>1.19</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"630\" data-file-width=\"990\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/8f/Flag_of_Estonia.svg/23px-Flag_of_Estonia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/8f/Flag_of_Estonia.svg/35px-Flag_of_Estonia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/8f/Flag_of_Estonia.svg/46px-Flag_of_Estonia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Estonia\" title=\"Estonia\">Estonia</a></td>\n",
        " <td>1,096</td>\n",
        " <td>1,154</td>\n",
        " <td>1.04</td>\n",
        " <td>1,211</td>\n",
        " <td>0.97</td>\n",
        " <td>1,288</td>\n",
        " <td>1.24</td>\n",
        " <td>1,363</td>\n",
        " <td>1.14</td>\n",
        " <td>1,432</td>\n",
        " <td>0.99</td>\n",
        " <td>1,482</td>\n",
        " <td>0.69</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"360\" data-file-width=\"720\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/71/Flag_of_Ethiopia.svg/23px-Flag_of_Ethiopia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/71/Flag_of_Ethiopia.svg/35px-Flag_of_Ethiopia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/71/Flag_of_Ethiopia.svg/46px-Flag_of_Ethiopia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Ethiopia\" title=\"Ethiopia\">Ethiopia</a></td>\n",
        " <td>20,175</td>\n",
        " <td>21,990</td>\n",
        " <td>1.74</td>\n",
        " <td>24,169</td>\n",
        " <td>1.91</td>\n",
        " <td>26,740</td>\n",
        " <td>2.04</td>\n",
        " <td>29,469</td>\n",
        " <td>1.96</td>\n",
        " <td>32,976</td>\n",
        " <td>2.27</td>\n",
        " <td>36,036</td>\n",
        " <td>1.79</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1100\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/3c/Flag_of_the_Faroe_Islands.svg/21px-Flag_of_the_Faroe_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/3c/Flag_of_the_Faroe_Islands.svg/32px-Flag_of_the_Faroe_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/3c/Flag_of_the_Faroe_Islands.svg/41px-Flag_of_the_Faroe_Islands.svg.png 2x\" width=\"21\"/>\u00a0</span><a href=\"/wiki/Faroe_Islands\" title=\"Faroe Islands\">Faroe Islands</a> (<a href=\"/wiki/Denmark\" title=\"Denmark\">Denmark</a>)</td>\n",
        " <td>32</td>\n",
        " <td>33</td>\n",
        " <td>0.62</td>\n",
        " <td>35</td>\n",
        " <td>1.18</td>\n",
        " <td>37</td>\n",
        " <td>1.12</td>\n",
        " <td>39</td>\n",
        " <td>1.06</td>\n",
        " <td>41</td>\n",
        " <td>1.01</td>\n",
        " <td>43</td>\n",
        " <td>0.96</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/ba/Flag_of_Fiji.svg/23px-Flag_of_Fiji.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/ba/Flag_of_Fiji.svg/35px-Flag_of_Fiji.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/ba/Flag_of_Fiji.svg/46px-Flag_of_Fiji.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Fiji\" title=\"Fiji\">Fiji</a></td>\n",
        " <td>287</td>\n",
        " <td>332</td>\n",
        " <td>2.96</td>\n",
        " <td>393</td>\n",
        " <td>3.43</td>\n",
        " <td>463</td>\n",
        " <td>3.33</td>\n",
        " <td>521</td>\n",
        " <td>2.39</td>\n",
        " <td>576</td>\n",
        " <td>2.03</td>\n",
        " <td>635</td>\n",
        " <td>1.97</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1100\" data-file-width=\"1800\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Finland.svg/23px-Flag_of_Finland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Finland.svg/35px-Flag_of_Finland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Finland.svg/46px-Flag_of_Finland.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Finland\" title=\"Finland\">Finland</a></td>\n",
        " <td>4,009</td>\n",
        " <td>4,235</td>\n",
        " <td>1.10</td>\n",
        " <td>4,430</td>\n",
        " <td>0.90</td>\n",
        " <td>4,564</td>\n",
        " <td>0.60</td>\n",
        " <td>4,606</td>\n",
        " <td>0.18</td>\n",
        " <td>4,711</td>\n",
        " <td>0.45</td>\n",
        " <td>4,780</td>\n",
        " <td>0.29</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/23px-Flag_of_France.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/35px-Flag_of_France.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/45px-Flag_of_France.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/France\" title=\"France\">France</a></td>\n",
        " <td>42,518</td>\n",
        " <td>44,218</td>\n",
        " <td>0.79</td>\n",
        " <td>46,584</td>\n",
        " <td>1.05</td>\n",
        " <td>49,802</td>\n",
        " <td>1.34</td>\n",
        " <td>51,918</td>\n",
        " <td>0.84</td>\n",
        " <td>53,955</td>\n",
        " <td>0.77</td>\n",
        " <td>55,110</td>\n",
        " <td>0.42</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/db/Flag_of_French_Polynesia.svg/23px-Flag_of_French_Polynesia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/db/Flag_of_French_Polynesia.svg/35px-Flag_of_French_Polynesia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/db/Flag_of_French_Polynesia.svg/45px-Flag_of_French_Polynesia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/French_Polynesia\" title=\"French Polynesia\">French Polynesia</a></td>\n",
        " <td>62</td>\n",
        " <td>72</td>\n",
        " <td>3.04</td>\n",
        " <td>81</td>\n",
        " <td>2.38</td>\n",
        " <td>95</td>\n",
        " <td>3.24</td>\n",
        " <td>114</td>\n",
        " <td>3.71</td>\n",
        " <td>133</td>\n",
        " <td>3.13</td>\n",
        " <td>151</td>\n",
        " <td>2.57</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"400\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/04/Flag_of_Gabon.svg/20px-Flag_of_Gabon.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/04/Flag_of_Gabon.svg/31px-Flag_of_Gabon.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/04/Flag_of_Gabon.svg/40px-Flag_of_Gabon.svg.png 2x\" width=\"20\"/>\u00a0</span><a href=\"/wiki/Gabon\" title=\"Gabon\">Gabon</a></td>\n",
        " <td>416</td>\n",
        " <td>429</td>\n",
        " <td>0.62</td>\n",
        " <td>446</td>\n",
        " <td>0.78</td>\n",
        " <td>474</td>\n",
        " <td>1.23</td>\n",
        " <td>515</td>\n",
        " <td>1.67</td>\n",
        " <td>647</td>\n",
        " <td>4.67</td>\n",
        " <td>714</td>\n",
        " <td>1.99</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_The_Gambia.svg/23px-Flag_of_The_Gambia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_The_Gambia.svg/35px-Flag_of_The_Gambia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_The_Gambia.svg/45px-Flag_of_The_Gambia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/The_Gambia\" title=\"The Gambia\">Gambia</a></td>\n",
        " <td>271</td>\n",
        " <td>306</td>\n",
        " <td>2.46</td>\n",
        " <td>352</td>\n",
        " <td>2.84</td>\n",
        " <td>412</td>\n",
        " <td>3.20</td>\n",
        " <td>485</td>\n",
        " <td>3.32</td>\n",
        " <td>566</td>\n",
        " <td>3.14</td>\n",
        " <td>652</td>\n",
        " <td>2.87</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Palestine.svg/23px-Flag_of_Palestine.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Palestine.svg/35px-Flag_of_Palestine.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Palestine.svg/46px-Flag_of_Palestine.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/State_of_Palestine\" title=\"State of Palestine\">Gaza Strip</a></td>\n",
        " <td>245</td>\n",
        " <td>266</td>\n",
        " <td>1.66</td>\n",
        " <td>308</td>\n",
        " <td>2.98</td>\n",
        " <td>350</td>\n",
        " <td>2.59</td>\n",
        " <td>343</td>\n",
        " <td>-0.40</td>\n",
        " <td>395</td>\n",
        " <td>2.86</td>\n",
        " <td>456</td>\n",
        " <td>2.91</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Georgia.svg/23px-Flag_of_Georgia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Georgia.svg/35px-Flag_of_Georgia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Georgia.svg/45px-Flag_of_Georgia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Georgia_(country)\" title=\"Georgia (country)\">Georgia</a></td>\n",
        " <td>3,516</td>\n",
        " <td>3,827</td>\n",
        " <td>1.71</td>\n",
        " <td>4,147</td>\n",
        " <td>1.62</td>\n",
        " <td>4,465</td>\n",
        " <td>1.49</td>\n",
        " <td>4,694</td>\n",
        " <td>1.01</td>\n",
        " <td>4,898</td>\n",
        " <td>0.85</td>\n",
        " <td>5,046</td>\n",
        " <td>0.60</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/b/ba/Flag_of_Germany.svg/23px-Flag_of_Germany.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/b/ba/Flag_of_Germany.svg/35px-Flag_of_Germany.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/b/ba/Flag_of_Germany.svg/46px-Flag_of_Germany.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Germany\" title=\"Germany\">Germany</a></td>\n",
        " <td>68,375</td>\n",
        " <td>70,196</td>\n",
        " <td>0.53</td>\n",
        " <td>72,481</td>\n",
        " <td>0.64</td>\n",
        " <td>75,639</td>\n",
        " <td>0.86</td>\n",
        " <td>77,783</td>\n",
        " <td>0.56</td>\n",
        " <td>78,682</td>\n",
        " <td>0.23</td>\n",
        " <td>78,298</td>\n",
        " <td>-0.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Ghana.svg/23px-Flag_of_Ghana.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Ghana.svg/35px-Flag_of_Ghana.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Ghana.svg/45px-Flag_of_Ghana.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Ghana\" title=\"Ghana\">Ghana</a></td>\n",
        " <td>5,297</td>\n",
        " <td>6,049</td>\n",
        " <td>2.69</td>\n",
        " <td>6,958</td>\n",
        " <td>2.84</td>\n",
        " <td>8,010</td>\n",
        " <td>2.86</td>\n",
        " <td>8,789</td>\n",
        " <td>1.87</td>\n",
        " <td>10,117</td>\n",
        " <td>2.85</td>\n",
        " <td>11,011</td>\n",
        " <td>1.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/02/Flag_of_Gibraltar.svg/23px-Flag_of_Gibraltar.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/02/Flag_of_Gibraltar.svg/35px-Flag_of_Gibraltar.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/02/Flag_of_Gibraltar.svg/46px-Flag_of_Gibraltar.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Gibraltar\" title=\"Gibraltar\">Gibraltar</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>23</td>\n",
        " <td>24</td>\n",
        " <td>0.85</td>\n",
        " <td>24</td>\n",
        " <td>0.00</td>\n",
        " <td>25</td>\n",
        " <td>0.82</td>\n",
        " <td>26</td>\n",
        " <td>0.79</td>\n",
        " <td>29</td>\n",
        " <td>2.21</td>\n",
        " <td>29</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Greece.svg/23px-Flag_of_Greece.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Greece.svg/35px-Flag_of_Greece.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Greece.svg/45px-Flag_of_Greece.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Greece\" title=\"Greece\">Greece</a></td>\n",
        " <td>7,566</td>\n",
        " <td>7,966</td>\n",
        " <td>1.04</td>\n",
        " <td>8,327</td>\n",
        " <td>0.89</td>\n",
        " <td>8,550</td>\n",
        " <td>0.53</td>\n",
        " <td>8,793</td>\n",
        " <td>0.56</td>\n",
        " <td>9,047</td>\n",
        " <td>0.57</td>\n",
        " <td>9,643</td>\n",
        " <td>1.28</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_Greenland.svg/23px-Flag_of_Greenland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_Greenland.svg/35px-Flag_of_Greenland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_Greenland.svg/45px-Flag_of_Greenland.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Greenland\" title=\"Greenland\">Greenland</a> (<a href=\"/wiki/Denmark\" title=\"Denmark\">Denmark</a>)</td>\n",
        " <td>22</td>\n",
        " <td>27</td>\n",
        " <td>4.18</td>\n",
        " <td>32</td>\n",
        " <td>3.46</td>\n",
        " <td>39</td>\n",
        " <td>4.04</td>\n",
        " <td>46</td>\n",
        " <td>3.36</td>\n",
        " <td>50</td>\n",
        " <td>1.68</td>\n",
        " <td>50</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"360\" data-file-width=\"600\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Grenada.svg/23px-Flag_of_Grenada.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Grenada.svg/35px-Flag_of_Grenada.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Grenada.svg/46px-Flag_of_Grenada.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Grenada\" title=\"Grenada\">Grenada</a></td>\n",
        " <td>76</td>\n",
        " <td>85</td>\n",
        " <td>2.26</td>\n",
        " <td>90</td>\n",
        " <td>1.15</td>\n",
        " <td>93</td>\n",
        " <td>0.66</td>\n",
        " <td>95</td>\n",
        " <td>0.43</td>\n",
        " <td>96</td>\n",
        " <td>0.21</td>\n",
        " <td>90</td>\n",
        " <td>-1.28</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"440\" data-file-width=\"820\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/07/Flag_of_Guam.svg/23px-Flag_of_Guam.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/07/Flag_of_Guam.svg/35px-Flag_of_Guam.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/07/Flag_of_Guam.svg/46px-Flag_of_Guam.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guam\" title=\"Guam\">Guam</a> (<a href=\"/wiki/United_States\" title=\"United States\">US</a>)</td>\n",
        " <td>60</td>\n",
        " <td>69</td>\n",
        " <td>2.83</td>\n",
        " <td>67</td>\n",
        " <td>-0.59</td>\n",
        " <td>74</td>\n",
        " <td>2.01</td>\n",
        " <td>86</td>\n",
        " <td>3.05</td>\n",
        " <td>102</td>\n",
        " <td>3.47</td>\n",
        " <td>107</td>\n",
        " <td>0.96</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"960\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ec/Flag_of_Guatemala.svg/23px-Flag_of_Guatemala.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ec/Flag_of_Guatemala.svg/35px-Flag_of_Guatemala.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/ec/Flag_of_Guatemala.svg/46px-Flag_of_Guatemala.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guatemala\" title=\"Guatemala\">Guatemala</a></td>\n",
        " <td>2,969</td>\n",
        " <td>3,487</td>\n",
        " <td>3.27</td>\n",
        " <td>4,100</td>\n",
        " <td>3.29</td>\n",
        " <td>4,746</td>\n",
        " <td>2.97</td>\n",
        " <td>5,264</td>\n",
        " <td>2.09</td>\n",
        " <td>5,910</td>\n",
        " <td>2.34</td>\n",
        " <td>6,650</td>\n",
        " <td>2.39</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Guernsey.svg/23px-Flag_of_Guernsey.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Guernsey.svg/35px-Flag_of_Guernsey.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Flag_of_Guernsey.svg/45px-Flag_of_Guernsey.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guernsey\" title=\"Guernsey\">Guernsey</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>45</td>\n",
        " <td>46</td>\n",
        " <td>0.44</td>\n",
        " <td>47</td>\n",
        " <td>0.43</td>\n",
        " <td>50</td>\n",
        " <td>1.25</td>\n",
        " <td>53</td>\n",
        " <td>1.17</td>\n",
        " <td>54</td>\n",
        " <td>0.37</td>\n",
        " <td>53</td>\n",
        " <td>-0.37</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Flag_of_Guinea.svg/23px-Flag_of_Guinea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Flag_of_Guinea.svg/35px-Flag_of_Guinea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Flag_of_Guinea.svg/45px-Flag_of_Guinea.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guinea\" title=\"Guinea\">Guinea</a></td>\n",
        " <td>2,586</td>\n",
        " <td>2,787</td>\n",
        " <td>1.51</td>\n",
        " <td>3,026</td>\n",
        " <td>1.66</td>\n",
        " <td>3,314</td>\n",
        " <td>1.83</td>\n",
        " <td>3,643</td>\n",
        " <td>1.91</td>\n",
        " <td>4,019</td>\n",
        " <td>1.98</td>\n",
        " <td>4,447</td>\n",
        " <td>2.04</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Guinea-Bissau.svg/23px-Flag_of_Guinea-Bissau.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Guinea-Bissau.svg/35px-Flag_of_Guinea-Bissau.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Guinea-Bissau.svg/46px-Flag_of_Guinea-Bissau.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guinea-Bissau\" title=\"Guinea-Bissau\">Guinea-Bissau</a></td>\n",
        " <td>573</td>\n",
        " <td>592</td>\n",
        " <td>0.65</td>\n",
        " <td>617</td>\n",
        " <td>0.83</td>\n",
        " <td>604</td>\n",
        " <td>-0.42</td>\n",
        " <td>620</td>\n",
        " <td>0.52</td>\n",
        " <td>681</td>\n",
        " <td>1.89</td>\n",
        " <td>789</td>\n",
        " <td>2.99</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_Guyana.svg/23px-Flag_of_Guyana.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_Guyana.svg/35px-Flag_of_Guyana.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_Guyana.svg/46px-Flag_of_Guyana.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Guyana\" title=\"Guyana\">Guyana</a></td>\n",
        " <td>428</td>\n",
        " <td>491</td>\n",
        " <td>2.78</td>\n",
        " <td>571</td>\n",
        " <td>3.06</td>\n",
        " <td>640</td>\n",
        " <td>2.31</td>\n",
        " <td>715</td>\n",
        " <td>2.24</td>\n",
        " <td>768</td>\n",
        " <td>1.44</td>\n",
        " <td>759</td>\n",
        " <td>-0.24</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"500\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Haiti.svg/23px-Flag_of_Haiti.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Haiti.svg/35px-Flag_of_Haiti.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Haiti.svg/46px-Flag_of_Haiti.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Haiti\" title=\"Haiti\">Haiti</a></td>\n",
        " <td>3,097</td>\n",
        " <td>3,365</td>\n",
        " <td>1.67</td>\n",
        " <td>3,697</td>\n",
        " <td>1.90</td>\n",
        " <td>4,094</td>\n",
        " <td>2.06</td>\n",
        " <td>4,541</td>\n",
        " <td>2.09</td>\n",
        " <td>4,973</td>\n",
        " <td>1.83</td>\n",
        " <td>5,508</td>\n",
        " <td>2.06</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/82/Flag_of_Honduras.svg/23px-Flag_of_Honduras.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/82/Flag_of_Honduras.svg/35px-Flag_of_Honduras.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/82/Flag_of_Honduras.svg/46px-Flag_of_Honduras.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Honduras\" title=\"Honduras\">Honduras</a></td>\n",
        " <td>1,431</td>\n",
        " <td>1,662</td>\n",
        " <td>3.04</td>\n",
        " <td>1,952</td>\n",
        " <td>3.27</td>\n",
        " <td>2,329</td>\n",
        " <td>3.59</td>\n",
        " <td>2,761</td>\n",
        " <td>3.46</td>\n",
        " <td>2,858</td>\n",
        " <td>0.69</td>\n",
        " <td>3,402</td>\n",
        " <td>3.55</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5b/Flag_of_Hong_Kong.svg/23px-Flag_of_Hong_Kong.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5b/Flag_of_Hong_Kong.svg/35px-Flag_of_Hong_Kong.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/5b/Flag_of_Hong_Kong.svg/45px-Flag_of_Hong_Kong.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Hong_Kong\" title=\"Hong Kong\">Hong Kong</a> (<a href=\"/wiki/China\" title=\"China\">China</a>)</td>\n",
        " <td>2,237</td>\n",
        " <td>2,490</td>\n",
        " <td>2.17</td>\n",
        " <td>3,075</td>\n",
        " <td>4.31</td>\n",
        " <td>3,598</td>\n",
        " <td>3.19</td>\n",
        " <td>3,959</td>\n",
        " <td>1.93</td>\n",
        " <td>4,396</td>\n",
        " <td>2.12</td>\n",
        " <td>5,063</td>\n",
        " <td>2.87</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c1/Flag_of_Hungary.svg/23px-Flag_of_Hungary.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c1/Flag_of_Hungary.svg/35px-Flag_of_Hungary.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c1/Flag_of_Hungary.svg/46px-Flag_of_Hungary.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Hungary\" title=\"Hungary\">Hungary</a></td>\n",
        " <td>9,338</td>\n",
        " <td>9,825</td>\n",
        " <td>1.02</td>\n",
        " <td>9,984</td>\n",
        " <td>0.32</td>\n",
        " <td>10,153</td>\n",
        " <td>0.34</td>\n",
        " <td>10,337</td>\n",
        " <td>0.36</td>\n",
        " <td>10,532</td>\n",
        " <td>0.37</td>\n",
        " <td>10,711</td>\n",
        " <td>0.34</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1800\" data-file-width=\"2500\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/ce/Flag_of_Iceland.svg/21px-Flag_of_Iceland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/ce/Flag_of_Iceland.svg/32px-Flag_of_Iceland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/ce/Flag_of_Iceland.svg/42px-Flag_of_Iceland.svg.png 2x\" width=\"21\"/>\u00a0</span><a href=\"/wiki/Iceland\" title=\"Iceland\">Iceland</a></td>\n",
        " <td>143</td>\n",
        " <td>158</td>\n",
        " <td>2.02</td>\n",
        " <td>176</td>\n",
        " <td>2.18</td>\n",
        " <td>192</td>\n",
        " <td>1.76</td>\n",
        " <td>204</td>\n",
        " <td>1.22</td>\n",
        " <td>218</td>\n",
        " <td>1.34</td>\n",
        " <td>228</td>\n",
        " <td>0.90</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"900\" data-file-width=\"1350\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/4/41/Flag_of_India.svg/23px-Flag_of_India.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/4/41/Flag_of_India.svg/35px-Flag_of_India.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/4/41/Flag_of_India.svg/45px-Flag_of_India.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/India\" title=\"India\">India</a></td>\n",
        " <td>369,880</td>\n",
        " <td>404,268</td>\n",
        " <td>1.79</td>\n",
        " <td>445,393</td>\n",
        " <td>1.96</td>\n",
        " <td>494,964</td>\n",
        " <td>2.13</td>\n",
        " <td>553,889</td>\n",
        " <td>2.28</td>\n",
        " <td>618,923</td>\n",
        " <td>2.25</td>\n",
        " <td>684,888</td>\n",
        " <td>2.05</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1200\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Indonesia.svg/23px-Flag_of_Indonesia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Indonesia.svg/35px-Flag_of_Indonesia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Indonesia.svg/45px-Flag_of_Indonesia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Indonesia\" title=\"Indonesia\">Indonesia</a></td>\n",
        " <td>82,978</td>\n",
        " <td>90,255</td>\n",
        " <td>1.70</td>\n",
        " <td>100,146</td>\n",
        " <td>2.10</td>\n",
        " <td>110,754</td>\n",
        " <td>2.03</td>\n",
        " <td>122,292</td>\n",
        " <td>2.00</td>\n",
        " <td>135,272</td>\n",
        " <td>2.04</td>\n",
        " <td>150,467</td>\n",
        " <td>2.15</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"360\" data-file-width=\"630\" height=\"13\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/ca/Flag_of_Iran.svg/23px-Flag_of_Iran.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/ca/Flag_of_Iran.svg/35px-Flag_of_Iran.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/ca/Flag_of_Iran.svg/46px-Flag_of_Iran.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Iran\" title=\"Iran\">Iran</a></td>\n",
        " <td>16,357</td>\n",
        " <td>18,739</td>\n",
        " <td>2.76</td>\n",
        " <td>21,600</td>\n",
        " <td>2.88</td>\n",
        " <td>25,040</td>\n",
        " <td>3.00</td>\n",
        " <td>28,994</td>\n",
        " <td>2.98</td>\n",
        " <td>33,467</td>\n",
        " <td>2.91</td>\n",
        " <td>39,709</td>\n",
        " <td>3.48</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Iraq.svg/23px-Flag_of_Iraq.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Iraq.svg/35px-Flag_of_Iraq.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Flag_of_Iraq.svg/45px-Flag_of_Iraq.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Iraq\" title=\"Iraq\">Iraq</a></td>\n",
        " <td>5,163</td>\n",
        " <td>5,903</td>\n",
        " <td>2.72</td>\n",
        " <td>6,822</td>\n",
        " <td>2.94</td>\n",
        " <td>7,971</td>\n",
        " <td>3.16</td>\n",
        " <td>9,414</td>\n",
        " <td>3.38</td>\n",
        " <td>11,118</td>\n",
        " <td>3.38</td>\n",
        " <td>13,233</td>\n",
        " <td>3.54</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/45/Flag_of_Ireland.svg/23px-Flag_of_Ireland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/45/Flag_of_Ireland.svg/35px-Flag_of_Ireland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/45/Flag_of_Ireland.svg/46px-Flag_of_Ireland.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Republic_of_Ireland\" title=\"Republic of Ireland\">Ireland</a></td>\n",
        " <td>2,963</td>\n",
        " <td>2,916</td>\n",
        " <td>-0.32</td>\n",
        " <td>2,832</td>\n",
        " <td>-0.58</td>\n",
        " <td>2,876</td>\n",
        " <td>0.31</td>\n",
        " <td>2,950</td>\n",
        " <td>0.51</td>\n",
        " <td>3,177</td>\n",
        " <td>1.49</td>\n",
        " <td>3,401</td>\n",
        " <td>1.37</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_the_Isle_of_Man.svg/23px-Flag_of_the_Isle_of_Man.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_the_Isle_of_Man.svg/35px-Flag_of_the_Isle_of_Man.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_the_Isle_of_Man.svg/46px-Flag_of_the_Isle_of_Man.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Isle_of_Man\" title=\"Isle of Man\">Isle of Man</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>55</td>\n",
        " <td>51</td>\n",
        " <td>-1.50</td>\n",
        " <td>48</td>\n",
        " <td>-1.21</td>\n",
        " <td>49</td>\n",
        " <td>0.41</td>\n",
        " <td>53</td>\n",
        " <td>1.58</td>\n",
        " <td>59</td>\n",
        " <td>2.17</td>\n",
        " <td>64</td>\n",
        " <td>1.64</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"480\" data-file-width=\"660\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Israel.svg/21px-Flag_of_Israel.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Israel.svg/32px-Flag_of_Israel.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Flag_of_Israel.svg/41px-Flag_of_Israel.svg.png 2x\" width=\"21\"/>\u00a0</span><a href=\"/wiki/Israel\" title=\"Israel\">Israel</a></td>\n",
        " <td>1,286</td>\n",
        " <td>1,772</td>\n",
        " <td>6.62</td>\n",
        " <td>2,141</td>\n",
        " <td>3.86</td>\n",
        " <td>2,578</td>\n",
        " <td>3.78</td>\n",
        " <td>2,903</td>\n",
        " <td>2.40</td>\n",
        " <td>3,354</td>\n",
        " <td>2.93</td>\n",
        " <td>3,737</td>\n",
        " <td>2.19</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1500\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/0/03/Flag_of_Italy.svg/23px-Flag_of_Italy.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/0/03/Flag_of_Italy.svg/35px-Flag_of_Italy.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/0/03/Flag_of_Italy.svg/45px-Flag_of_Italy.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Italy\" title=\"Italy\">Italy</a></td>\n",
        " <td>47,105</td>\n",
        " <td>48,633</td>\n",
        " <td>0.64</td>\n",
        " <td>50,198</td>\n",
        " <td>0.64</td>\n",
        " <td>51,987</td>\n",
        " <td>0.70</td>\n",
        " <td>53,661</td>\n",
        " <td>0.64</td>\n",
        " <td>55,572</td>\n",
        " <td>0.70</td>\n",
        " <td>56,451</td>\n",
        " <td>0.31</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Jamaica.svg/23px-Flag_of_Jamaica.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Jamaica.svg/35px-Flag_of_Jamaica.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Flag_of_Jamaica.svg/46px-Flag_of_Jamaica.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Jamaica\" title=\"Jamaica\">Jamaica</a></td>\n",
        " <td>1,385</td>\n",
        " <td>1,489</td>\n",
        " <td>1.46</td>\n",
        " <td>1,632</td>\n",
        " <td>1.85</td>\n",
        " <td>1,777</td>\n",
        " <td>1.72</td>\n",
        " <td>1,944</td>\n",
        " <td>1.81</td>\n",
        " <td>2,105</td>\n",
        " <td>1.60</td>\n",
        " <td>2,229</td>\n",
        " <td>1.15</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/9/9e/Flag_of_Japan.svg/23px-Flag_of_Japan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/9/9e/Flag_of_Japan.svg/35px-Flag_of_Japan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/9e/Flag_of_Japan.svg/45px-Flag_of_Japan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Japan\" title=\"Japan\">Japan</a></td>\n",
        " <td>83,805</td>\n",
        " <td>89,815</td>\n",
        " <td>1.39</td>\n",
        " <td>94,092</td>\n",
        " <td>0.93</td>\n",
        " <td>98,883</td>\n",
        " <td>1.00</td>\n",
        " <td>104,345</td>\n",
        " <td>1.08</td>\n",
        " <td>111,573</td>\n",
        " <td>1.35</td>\n",
        " <td>116,807</td>\n",
        " <td>0.92</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1c/Flag_of_Jersey.svg/23px-Flag_of_Jersey.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1c/Flag_of_Jersey.svg/35px-Flag_of_Jersey.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/1c/Flag_of_Jersey.svg/46px-Flag_of_Jersey.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Jersey\" title=\"Jersey\">Jersey</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>57</td>\n",
        " <td>60</td>\n",
        " <td>1.03</td>\n",
        " <td>63</td>\n",
        " <td>0.98</td>\n",
        " <td>66</td>\n",
        " <td>0.93</td>\n",
        " <td>69</td>\n",
        " <td>0.89</td>\n",
        " <td>72</td>\n",
        " <td>0.85</td>\n",
        " <td>76</td>\n",
        " <td>1.09</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c0/Flag_of_Jordan.svg/23px-Flag_of_Jordan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c0/Flag_of_Jordan.svg/35px-Flag_of_Jordan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c0/Flag_of_Jordan.svg/46px-Flag_of_Jordan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Jordan\" title=\"Jordan\">Jordan</a></td>\n",
        " <td>561</td>\n",
        " <td>687</td>\n",
        " <td>4.14</td>\n",
        " <td>849</td>\n",
        " <td>4.33</td>\n",
        " <td>1,061</td>\n",
        " <td>4.56</td>\n",
        " <td>1,503</td>\n",
        " <td>7.21</td>\n",
        " <td>1,803</td>\n",
        " <td>3.71</td>\n",
        " <td>2,163</td>\n",
        " <td>3.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kazakhstan.svg/23px-Flag_of_Kazakhstan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kazakhstan.svg/35px-Flag_of_Kazakhstan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kazakhstan.svg/46px-Flag_of_Kazakhstan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Kazakhstan\" title=\"Kazakhstan\">Kazakhstan</a></td>\n",
        " <td>6,693</td>\n",
        " <td>7,977</td>\n",
        " <td>3.57</td>\n",
        " <td>9,982</td>\n",
        " <td>4.59</td>\n",
        " <td>11,902</td>\n",
        " <td>3.58</td>\n",
        " <td>13,106</td>\n",
        " <td>1.95</td>\n",
        " <td>14,157</td>\n",
        " <td>1.55</td>\n",
        " <td>15,000</td>\n",
        " <td>1.16</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/49/Flag_of_Kenya.svg/23px-Flag_of_Kenya.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/49/Flag_of_Kenya.svg/35px-Flag_of_Kenya.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/49/Flag_of_Kenya.svg/45px-Flag_of_Kenya.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Kenya\" title=\"Kenya\">Kenya</a></td>\n",
        " <td>6,121</td>\n",
        " <td>7,034</td>\n",
        " <td>2.82</td>\n",
        " <td>8,157</td>\n",
        " <td>3.01</td>\n",
        " <td>9,549</td>\n",
        " <td>3.20</td>\n",
        " <td>11,247</td>\n",
        " <td>3.33</td>\n",
        " <td>13,433</td>\n",
        " <td>3.62</td>\n",
        " <td>16,331</td>\n",
        " <td>3.98</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kiribati.svg/23px-Flag_of_Kiribati.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kiribati.svg/35px-Flag_of_Kiribati.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Kiribati.svg/46px-Flag_of_Kiribati.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Kiribati\" title=\"Kiribati\">Kiribati</a></td>\n",
        " <td>33</td>\n",
        " <td>37</td>\n",
        " <td>2.31</td>\n",
        " <td>41</td>\n",
        " <td>2.07</td>\n",
        " <td>45</td>\n",
        " <td>1.88</td>\n",
        " <td>49</td>\n",
        " <td>1.72</td>\n",
        " <td>53</td>\n",
        " <td>1.58</td>\n",
        " <td>58</td>\n",
        " <td>1.82</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/51/Flag_of_North_Korea.svg/23px-Flag_of_North_Korea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/51/Flag_of_North_Korea.svg/35px-Flag_of_North_Korea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/51/Flag_of_North_Korea.svg/46px-Flag_of_North_Korea.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/North_Korea\" title=\"North Korea\">North Korea</a></td>\n",
        " <td>9,471</td>\n",
        " <td>8,863</td>\n",
        " <td>-1.32</td>\n",
        " <td>10,448</td>\n",
        " <td>3.35</td>\n",
        " <td>11,964</td>\n",
        " <td>2.75</td>\n",
        " <td>14,062</td>\n",
        " <td>3.28</td>\n",
        " <td>16,014</td>\n",
        " <td>2.63</td>\n",
        " <td>17,390</td>\n",
        " <td>1.66</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_South_Korea.svg/23px-Flag_of_South_Korea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_South_Korea.svg/35px-Flag_of_South_Korea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/09/Flag_of_South_Korea.svg/45px-Flag_of_South_Korea.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/South_Korea\" title=\"South Korea\">South Korea</a></td>\n",
        " <td>20,846</td>\n",
        " <td>21,552</td>\n",
        " <td>0.67</td>\n",
        " <td>24,784</td>\n",
        " <td>2.83</td>\n",
        " <td>28,705</td>\n",
        " <td>2.98</td>\n",
        " <td>32,241</td>\n",
        " <td>2.35</td>\n",
        " <td>35,281</td>\n",
        " <td>1.82</td>\n",
        " <td>38,124</td>\n",
        " <td>1.56</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Flag_of_Kuwait.svg/23px-Flag_of_Kuwait.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Flag_of_Kuwait.svg/35px-Flag_of_Kuwait.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Flag_of_Kuwait.svg/46px-Flag_of_Kuwait.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Kuwait\" title=\"Kuwait\">Kuwait</a></td>\n",
        " <td>145</td>\n",
        " <td>187</td>\n",
        " <td>5.22</td>\n",
        " <td>292</td>\n",
        " <td>9.32</td>\n",
        " <td>476</td>\n",
        " <td>10.27</td>\n",
        " <td>748</td>\n",
        " <td>9.46</td>\n",
        " <td>1,007</td>\n",
        " <td>6.13</td>\n",
        " <td>1,370</td>\n",
        " <td>6.35</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"750\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c7/Flag_of_Kyrgyzstan.svg/23px-Flag_of_Kyrgyzstan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/c7/Flag_of_Kyrgyzstan.svg/35px-Flag_of_Kyrgyzstan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c7/Flag_of_Kyrgyzstan.svg/46px-Flag_of_Kyrgyzstan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Kyrgyzstan\" title=\"Kyrgyzstan\">Kyrgyzstan</a></td>\n",
        " <td>1,739</td>\n",
        " <td>1,901</td>\n",
        " <td>1.80</td>\n",
        " <td>2,171</td>\n",
        " <td>2.69</td>\n",
        " <td>2,573</td>\n",
        " <td>3.46</td>\n",
        " <td>2,964</td>\n",
        " <td>2.87</td>\n",
        " <td>3,301</td>\n",
        " <td>2.18</td>\n",
        " <td>3,623</td>\n",
        " <td>1.88</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Laos.svg/23px-Flag_of_Laos.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Laos.svg/35px-Flag_of_Laos.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/56/Flag_of_Laos.svg/45px-Flag_of_Laos.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Laos\" title=\"Laos\">Laos</a></td>\n",
        " <td>1,886</td>\n",
        " <td>2,077</td>\n",
        " <td>1.95</td>\n",
        " <td>2,309</td>\n",
        " <td>2.14</td>\n",
        " <td>2,565</td>\n",
        " <td>2.13</td>\n",
        " <td>2,845</td>\n",
        " <td>2.09</td>\n",
        " <td>3,161</td>\n",
        " <td>2.13</td>\n",
        " <td>3,293</td>\n",
        " <td>0.82</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/84/Flag_of_Latvia.svg/23px-Flag_of_Latvia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/8/84/Flag_of_Latvia.svg/35px-Flag_of_Latvia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/8/84/Flag_of_Latvia.svg/46px-Flag_of_Latvia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Latvia\" title=\"Latvia\">Latvia</a></td>\n",
        " <td>1,936</td>\n",
        " <td>2,002</td>\n",
        " <td>0.67</td>\n",
        " <td>2,115</td>\n",
        " <td>1.10</td>\n",
        " <td>2,254</td>\n",
        " <td>1.28</td>\n",
        " <td>2,361</td>\n",
        " <td>0.93</td>\n",
        " <td>2,462</td>\n",
        " <td>0.84</td>\n",
        " <td>2,525</td>\n",
        " <td>0.51</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/59/Flag_of_Lebanon.svg/23px-Flag_of_Lebanon.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/59/Flag_of_Lebanon.svg/35px-Flag_of_Lebanon.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/59/Flag_of_Lebanon.svg/45px-Flag_of_Lebanon.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Lebanon\" title=\"Lebanon\">Lebanon</a></td>\n",
        " <td>1,364</td>\n",
        " <td>1,561</td>\n",
        " <td>2.73</td>\n",
        " <td>1,786</td>\n",
        " <td>2.73</td>\n",
        " <td>2,058</td>\n",
        " <td>2.88</td>\n",
        " <td>2,383</td>\n",
        " <td>2.98</td>\n",
        " <td>2,691</td>\n",
        " <td>2.46</td>\n",
        " <td>2,899</td>\n",
        " <td>1.50</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4a/Flag_of_Lesotho.svg/23px-Flag_of_Lesotho.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4a/Flag_of_Lesotho.svg/35px-Flag_of_Lesotho.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4a/Flag_of_Lesotho.svg/45px-Flag_of_Lesotho.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Lesotho\" title=\"Lesotho\">Lesotho</a></td>\n",
        " <td>726</td>\n",
        " <td>786</td>\n",
        " <td>1.60</td>\n",
        " <td>859</td>\n",
        " <td>1.79</td>\n",
        " <td>952</td>\n",
        " <td>2.08</td>\n",
        " <td>1,067</td>\n",
        " <td>2.31</td>\n",
        " <td>1,195</td>\n",
        " <td>2.29</td>\n",
        " <td>1,359</td>\n",
        " <td>2.61</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1140\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Flag_of_Liberia.svg/23px-Flag_of_Liberia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Flag_of_Liberia.svg/35px-Flag_of_Liberia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Flag_of_Liberia.svg/46px-Flag_of_Liberia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Liberia\" title=\"Liberia\">Liberia</a></td>\n",
        " <td>824</td>\n",
        " <td>928</td>\n",
        " <td>2.41</td>\n",
        " <td>1,055</td>\n",
        " <td>2.60</td>\n",
        " <td>1,209</td>\n",
        " <td>2.76</td>\n",
        " <td>1,397</td>\n",
        " <td>2.93</td>\n",
        " <td>1,617</td>\n",
        " <td>2.97</td>\n",
        " <td>1,857</td>\n",
        " <td>2.81</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Flag_of_Libya.svg/23px-Flag_of_Libya.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/05/Flag_of_Libya.svg/35px-Flag_of_Libya.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/05/Flag_of_Libya.svg/46px-Flag_of_Libya.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Libya\" title=\"Libya\">Libya</a></td>\n",
        " <td>961</td>\n",
        " <td>1,122</td>\n",
        " <td>3.15</td>\n",
        " <td>1,338</td>\n",
        " <td>3.58</td>\n",
        " <td>1,624</td>\n",
        " <td>3.95</td>\n",
        " <td>1,999</td>\n",
        " <td>4.24</td>\n",
        " <td>2,570</td>\n",
        " <td>5.15</td>\n",
        " <td>3,069</td>\n",
        " <td>3.61</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/47/Flag_of_Liechtenstein.svg/23px-Flag_of_Liechtenstein.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/47/Flag_of_Liechtenstein.svg/35px-Flag_of_Liechtenstein.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/47/Flag_of_Liechtenstein.svg/46px-Flag_of_Liechtenstein.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Liechtenstein\" title=\"Liechtenstein\">Liechtenstein</a></td>\n",
        " <td>14</td>\n",
        " <td>15</td>\n",
        " <td>1.39</td>\n",
        " <td>16</td>\n",
        " <td>1.30</td>\n",
        " <td>19</td>\n",
        " <td>3.50</td>\n",
        " <td>21</td>\n",
        " <td>2.02</td>\n",
        " <td>23</td>\n",
        " <td>1.84</td>\n",
        " <td>25</td>\n",
        " <td>1.68</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Lithuania.svg/23px-Flag_of_Lithuania.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Lithuania.svg/35px-Flag_of_Lithuania.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Lithuania.svg/46px-Flag_of_Lithuania.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Lithuania\" title=\"Lithuania\">Lithuania</a></td>\n",
        " <td>2,553</td>\n",
        " <td>2,614</td>\n",
        " <td>0.47</td>\n",
        " <td>2,765</td>\n",
        " <td>1.13</td>\n",
        " <td>2,959</td>\n",
        " <td>1.37</td>\n",
        " <td>3,138</td>\n",
        " <td>1.18</td>\n",
        " <td>3,305</td>\n",
        " <td>1.04</td>\n",
        " <td>3,435</td>\n",
        " <td>0.77</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/da/Flag_of_Luxembourg.svg/23px-Flag_of_Luxembourg.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/da/Flag_of_Luxembourg.svg/35px-Flag_of_Luxembourg.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/da/Flag_of_Luxembourg.svg/46px-Flag_of_Luxembourg.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Luxembourg\" title=\"Luxembourg\">Luxembourg</a></td>\n",
        " <td>296</td>\n",
        " <td>305</td>\n",
        " <td>0.60</td>\n",
        " <td>314</td>\n",
        " <td>0.58</td>\n",
        " <td>332</td>\n",
        " <td>1.12</td>\n",
        " <td>339</td>\n",
        " <td>0.42</td>\n",
        " <td>359</td>\n",
        " <td>1.15</td>\n",
        " <td>364</td>\n",
        " <td>0.28</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"440\" data-file-width=\"660\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/63/Flag_of_Macau.svg/23px-Flag_of_Macau.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/63/Flag_of_Macau.svg/35px-Flag_of_Macau.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/63/Flag_of_Macau.svg/45px-Flag_of_Macau.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Macau\" title=\"Macau\">Macau</a> (<a href=\"/wiki/China\" title=\"China\">China</a>)</td>\n",
        " <td>205</td>\n",
        " <td>193</td>\n",
        " <td>-1.20</td>\n",
        " <td>186</td>\n",
        " <td>-0.74</td>\n",
        " <td>224</td>\n",
        " <td>3.79</td>\n",
        " <td>261</td>\n",
        " <td>3.10</td>\n",
        " <td>254</td>\n",
        " <td>-0.54</td>\n",
        " <td>256</td>\n",
        " <td>0.16</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"700\" data-file-width=\"1400\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f8/Flag_of_Macedonia.svg/23px-Flag_of_Macedonia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f8/Flag_of_Macedonia.svg/35px-Flag_of_Macedonia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f8/Flag_of_Macedonia.svg/46px-Flag_of_Macedonia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Republic_of_Macedonia\" title=\"Republic of Macedonia\">Macedonia</a></td>\n",
        " <td>1,225</td>\n",
        " <td>1,340</td>\n",
        " <td>1.81</td>\n",
        " <td>1,366</td>\n",
        " <td>0.39</td>\n",
        " <td>1,470</td>\n",
        " <td>1.48</td>\n",
        " <td>1,574</td>\n",
        " <td>1.38</td>\n",
        " <td>1,684</td>\n",
        " <td>1.36</td>\n",
        " <td>1,792</td>\n",
        " <td>1.25</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Madagascar.svg/23px-Flag_of_Madagascar.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Madagascar.svg/35px-Flag_of_Madagascar.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bc/Flag_of_Madagascar.svg/45px-Flag_of_Madagascar.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Madagascar\" title=\"Madagascar\">Madagascar</a></td>\n",
        " <td>4,620</td>\n",
        " <td>5,003</td>\n",
        " <td>1.61</td>\n",
        " <td>5,482</td>\n",
        " <td>1.85</td>\n",
        " <td>6,070</td>\n",
        " <td>2.06</td>\n",
        " <td>6,766</td>\n",
        " <td>2.19</td>\n",
        " <td>7,604</td>\n",
        " <td>2.36</td>\n",
        " <td>8,691</td>\n",
        " <td>2.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d1/Flag_of_Malawi.svg/23px-Flag_of_Malawi.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d1/Flag_of_Malawi.svg/35px-Flag_of_Malawi.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d1/Flag_of_Malawi.svg/45px-Flag_of_Malawi.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Malawi\" title=\"Malawi\">Malawi</a></td>\n",
        " <td>2,817</td>\n",
        " <td>3,088</td>\n",
        " <td>1.85</td>\n",
        " <td>3,450</td>\n",
        " <td>2.24</td>\n",
        " <td>3,914</td>\n",
        " <td>2.56</td>\n",
        " <td>4,508</td>\n",
        " <td>2.87</td>\n",
        " <td>5,317</td>\n",
        " <td>3.36</td>\n",
        " <td>6,259</td>\n",
        " <td>3.32</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1400\" data-file-width=\"2800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/66/Flag_of_Malaysia.svg/23px-Flag_of_Malaysia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/66/Flag_of_Malaysia.svg/35px-Flag_of_Malaysia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/66/Flag_of_Malaysia.svg/46px-Flag_of_Malaysia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Malaysia\" title=\"Malaysia\">Malaysia</a></td>\n",
        " <td>6,434</td>\n",
        " <td>7,312</td>\n",
        " <td>2.59</td>\n",
        " <td>8,428</td>\n",
        " <td>2.88</td>\n",
        " <td>9,648</td>\n",
        " <td>2.74</td>\n",
        " <td>10,910</td>\n",
        " <td>2.49</td>\n",
        " <td>12,131</td>\n",
        " <td>2.14</td>\n",
        " <td>13,460</td>\n",
        " <td>2.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"480\" data-file-width=\"720\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Maldives.svg/23px-Flag_of_Maldives.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Maldives.svg/35px-Flag_of_Maldives.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0f/Flag_of_Maldives.svg/45px-Flag_of_Maldives.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Maldives\" title=\"Maldives\">Maldives</a></td>\n",
        " <td>79</td>\n",
        " <td>80</td>\n",
        " <td>0.25</td>\n",
        " <td>92</td>\n",
        " <td>2.83</td>\n",
        " <td>98</td>\n",
        " <td>1.27</td>\n",
        " <td>115</td>\n",
        " <td>3.25</td>\n",
        " <td>133</td>\n",
        " <td>2.95</td>\n",
        " <td>153</td>\n",
        " <td>2.84</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Mali.svg/23px-Flag_of_Mali.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Mali.svg/35px-Flag_of_Mali.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/92/Flag_of_Mali.svg/45px-Flag_of_Mali.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mali\" title=\"Mali\">Mali</a></td>\n",
        " <td>3,688</td>\n",
        " <td>4,071</td>\n",
        " <td>2.00</td>\n",
        " <td>4,495</td>\n",
        " <td>2.00</td>\n",
        " <td>4,978</td>\n",
        " <td>2.06</td>\n",
        " <td>5,546</td>\n",
        " <td>2.18</td>\n",
        " <td>6,218</td>\n",
        " <td>2.31</td>\n",
        " <td>6,822</td>\n",
        " <td>1.87</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Malta.svg/23px-Flag_of_Malta.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Malta.svg/35px-Flag_of_Malta.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Malta.svg/45px-Flag_of_Malta.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Malta\" title=\"Malta\">Malta</a></td>\n",
        " <td>312</td>\n",
        " <td>314</td>\n",
        " <td>0.13</td>\n",
        " <td>329</td>\n",
        " <td>0.94</td>\n",
        " <td>319</td>\n",
        " <td>-0.62</td>\n",
        " <td>326</td>\n",
        " <td>0.44</td>\n",
        " <td>328</td>\n",
        " <td>0.12</td>\n",
        " <td>364</td>\n",
        " <td>2.10</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"570\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2e/Flag_of_the_Marshall_Islands.svg/23px-Flag_of_the_Marshall_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2e/Flag_of_the_Marshall_Islands.svg/35px-Flag_of_the_Marshall_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/2e/Flag_of_the_Marshall_Islands.svg/46px-Flag_of_the_Marshall_Islands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Marshall_Islands\" title=\"Marshall Islands\">Marshall Islands</a></td>\n",
        " <td>11</td>\n",
        " <td>13</td>\n",
        " <td>3.40</td>\n",
        " <td>15</td>\n",
        " <td>2.90</td>\n",
        " <td>18</td>\n",
        " <td>3.71</td>\n",
        " <td>22</td>\n",
        " <td>4.10</td>\n",
        " <td>26</td>\n",
        " <td>3.40</td>\n",
        " <td>31</td>\n",
        " <td>3.58</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/43/Flag_of_Mauritania.svg/23px-Flag_of_Mauritania.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/43/Flag_of_Mauritania.svg/35px-Flag_of_Mauritania.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/43/Flag_of_Mauritania.svg/45px-Flag_of_Mauritania.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mauritania\" title=\"Mauritania\">Mauritania</a></td>\n",
        " <td>1,006</td>\n",
        " <td>1,053</td>\n",
        " <td>0.92</td>\n",
        " <td>1,117</td>\n",
        " <td>1.19</td>\n",
        " <td>1,195</td>\n",
        " <td>1.36</td>\n",
        " <td>1,289</td>\n",
        " <td>1.53</td>\n",
        " <td>1,404</td>\n",
        " <td>1.72</td>\n",
        " <td>1,545</td>\n",
        " <td>1.93</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Mauritius.svg/23px-Flag_of_Mauritius.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Mauritius.svg/35px-Flag_of_Mauritius.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/77/Flag_of_Mauritius.svg/45px-Flag_of_Mauritius.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mauritius\" title=\"Mauritius\">Mauritius</a></td>\n",
        " <td>481</td>\n",
        " <td>572</td>\n",
        " <td>3.53</td>\n",
        " <td>663</td>\n",
        " <td>3.00</td>\n",
        " <td>756</td>\n",
        " <td>2.66</td>\n",
        " <td>830</td>\n",
        " <td>1.89</td>\n",
        " <td>885</td>\n",
        " <td>1.29</td>\n",
        " <td>964</td>\n",
        " <td>1.72</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/23px-Flag_of_France.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/35px-Flag_of_France.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/45px-Flag_of_France.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mayotte\" title=\"Mayotte\">Mayotte</a> (<a href=\"/wiki/France\" title=\"France\">France</a>)</td>\n",
        " <td>22</td>\n",
        " <td>24</td>\n",
        " <td>1.76</td>\n",
        " <td>28</td>\n",
        " <td>3.13</td>\n",
        " <td>32</td>\n",
        " <td>2.71</td>\n",
        " <td>37</td>\n",
        " <td>2.95</td>\n",
        " <td>43</td>\n",
        " <td>3.05</td>\n",
        " <td>53</td>\n",
        " <td>4.27</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1400\" height=\"13\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Mexico.svg/23px-Flag_of_Mexico.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Mexico.svg/35px-Flag_of_Mexico.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Mexico.svg/46px-Flag_of_Mexico.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mexico\" title=\"Mexico\">Mexico</a></td>\n",
        " <td>28,485</td>\n",
        " <td>32,930</td>\n",
        " <td>2.94</td>\n",
        " <td>38,579</td>\n",
        " <td>3.22</td>\n",
        " <td>45,142</td>\n",
        " <td>3.19</td>\n",
        " <td>52,775</td>\n",
        " <td>3.17</td>\n",
        " <td>60,678</td>\n",
        " <td>2.83</td>\n",
        " <td>68,347</td>\n",
        " <td>2.41</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"760\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e4/Flag_of_the_Federated_States_of_Micronesia.svg/23px-Flag_of_the_Federated_States_of_Micronesia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e4/Flag_of_the_Federated_States_of_Micronesia.svg/35px-Flag_of_the_Federated_States_of_Micronesia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e4/Flag_of_the_Federated_States_of_Micronesia.svg/46px-Flag_of_the_Federated_States_of_Micronesia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Federated_States_of_Micronesia\" title=\"Federated States of Micronesia\">Federated States of Micronesia</a></td>\n",
        " <td>31</td>\n",
        " <td>36</td>\n",
        " <td>3.04</td>\n",
        " <td>42</td>\n",
        " <td>3.13</td>\n",
        " <td>49</td>\n",
        " <td>3.13</td>\n",
        " <td>57</td>\n",
        " <td>3.07</td>\n",
        " <td>66</td>\n",
        " <td>2.98</td>\n",
        " <td>77</td>\n",
        " <td>3.13</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"900\" data-file-width=\"1800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Moldova.svg/23px-Flag_of_Moldova.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Moldova.svg/35px-Flag_of_Moldova.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Moldova.svg/46px-Flag_of_Moldova.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Moldova\" title=\"Moldova\">Moldova</a></td>\n",
        " <td>2,336</td>\n",
        " <td>2,622</td>\n",
        " <td>2.34</td>\n",
        " <td>2,999</td>\n",
        " <td>2.72</td>\n",
        " <td>3,334</td>\n",
        " <td>2.14</td>\n",
        " <td>3,595</td>\n",
        " <td>1.52</td>\n",
        " <td>3,847</td>\n",
        " <td>1.36</td>\n",
        " <td>3,996</td>\n",
        " <td>0.76</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ea/Flag_of_Monaco.svg/19px-Flag_of_Monaco.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/ea/Flag_of_Monaco.svg/29px-Flag_of_Monaco.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/ea/Flag_of_Monaco.svg/38px-Flag_of_Monaco.svg.png 2x\" width=\"19\"/>\u00a0</span><a href=\"/wiki/Monaco\" title=\"Monaco\">Monaco</a></td>\n",
        " <td>18</td>\n",
        " <td>18</td>\n",
        " <td>0.00</td>\n",
        " <td>21</td>\n",
        " <td>3.13</td>\n",
        " <td>22</td>\n",
        " <td>0.93</td>\n",
        " <td>24</td>\n",
        " <td>1.76</td>\n",
        " <td>25</td>\n",
        " <td>0.82</td>\n",
        " <td>27</td>\n",
        " <td>1.55</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"2400\" data-file-width=\"4800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4c/Flag_of_Mongolia.svg/23px-Flag_of_Mongolia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4c/Flag_of_Mongolia.svg/35px-Flag_of_Mongolia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4c/Flag_of_Mongolia.svg/46px-Flag_of_Mongolia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mongolia\" title=\"Mongolia\">Mongolia</a></td>\n",
        " <td>779</td>\n",
        " <td>844</td>\n",
        " <td>1.62</td>\n",
        " <td>955</td>\n",
        " <td>2.50</td>\n",
        " <td>1,090</td>\n",
        " <td>2.68</td>\n",
        " <td>1,248</td>\n",
        " <td>2.74</td>\n",
        " <td>1,446</td>\n",
        " <td>2.99</td>\n",
        " <td>1,662</td>\n",
        " <td>2.82</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"320\" data-file-width=\"640\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/64/Flag_of_Montenegro.svg/23px-Flag_of_Montenegro.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/64/Flag_of_Montenegro.svg/35px-Flag_of_Montenegro.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/64/Flag_of_Montenegro.svg/46px-Flag_of_Montenegro.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Montenegro\" title=\"Montenegro\">Montenegro</a></td>\n",
        " <td>396</td>\n",
        " <td>432</td>\n",
        " <td>1.76</td>\n",
        " <td>461</td>\n",
        " <td>1.31</td>\n",
        " <td>491</td>\n",
        " <td>1.27</td>\n",
        " <td>514</td>\n",
        " <td>0.92</td>\n",
        " <td>549</td>\n",
        " <td>1.33</td>\n",
        " <td>560</td>\n",
        " <td>0.40</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Montserrat.svg/23px-Flag_of_Montserrat.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Montserrat.svg/35px-Flag_of_Montserrat.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Montserrat.svg/46px-Flag_of_Montserrat.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Montserrat\" title=\"Montserrat\">Montserrat</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>13</td>\n",
        " <td>13</td>\n",
        " <td>0.00</td>\n",
        " <td>12</td>\n",
        " <td>-1.59</td>\n",
        " <td>12</td>\n",
        " <td>0.00</td>\n",
        " <td>12</td>\n",
        " <td>0.00</td>\n",
        " <td>12</td>\n",
        " <td>0.00</td>\n",
        " <td>12</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Morocco.svg/23px-Flag_of_Morocco.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Morocco.svg/35px-Flag_of_Morocco.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Flag_of_Morocco.svg/45px-Flag_of_Morocco.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Morocco\" title=\"Morocco\">Morocco</a></td>\n",
        " <td>9,343</td>\n",
        " <td>10,782</td>\n",
        " <td>2.91</td>\n",
        " <td>12,423</td>\n",
        " <td>2.87</td>\n",
        " <td>14,066</td>\n",
        " <td>2.52</td>\n",
        " <td>15,909</td>\n",
        " <td>2.49</td>\n",
        " <td>17,687</td>\n",
        " <td>2.14</td>\n",
        " <td>19,487</td>\n",
        " <td>1.96</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Mozambique.svg/23px-Flag_of_Mozambique.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Mozambique.svg/35px-Flag_of_Mozambique.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Flag_of_Mozambique.svg/45px-Flag_of_Mozambique.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Mozambique\" title=\"Mozambique\">Mozambique</a></td>\n",
        " <td>6,250</td>\n",
        " <td>6,782</td>\n",
        " <td>1.65</td>\n",
        " <td>7,472</td>\n",
        " <td>1.96</td>\n",
        " <td>8,301</td>\n",
        " <td>2.13</td>\n",
        " <td>9,304</td>\n",
        " <td>2.31</td>\n",
        " <td>10,433</td>\n",
        " <td>2.32</td>\n",
        " <td>12,103</td>\n",
        " <td>3.01</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Namibia.svg/23px-Flag_of_Namibia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Namibia.svg/35px-Flag_of_Namibia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/00/Flag_of_Namibia.svg/45px-Flag_of_Namibia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Namibia\" title=\"Namibia\">Namibia</a></td>\n",
        " <td>464</td>\n",
        " <td>522</td>\n",
        " <td>2.38</td>\n",
        " <td>591</td>\n",
        " <td>2.51</td>\n",
        " <td>671</td>\n",
        " <td>2.57</td>\n",
        " <td>765</td>\n",
        " <td>2.66</td>\n",
        " <td>915</td>\n",
        " <td>3.65</td>\n",
        " <td>1,058</td>\n",
        " <td>2.95</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/30/Flag_of_Nauru.svg/23px-Flag_of_Nauru.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/30/Flag_of_Nauru.svg/35px-Flag_of_Nauru.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/30/Flag_of_Nauru.svg/46px-Flag_of_Nauru.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Nauru\" title=\"Nauru\">Nauru</a></td>\n",
        " <td>3</td>\n",
        " <td>4</td>\n",
        " <td>5.92</td>\n",
        " <td>4</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>8.45</td>\n",
        " <td>7</td>\n",
        " <td>3.13</td>\n",
        " <td>7</td>\n",
        " <td>0.00</td>\n",
        " <td>8</td>\n",
        " <td>2.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" data-file-height=\"885\" data-file-width=\"726\" height=\"22\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9b/Flag_of_Nepal.svg/18px-Flag_of_Nepal.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9b/Flag_of_Nepal.svg/27px-Flag_of_Nepal.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9b/Flag_of_Nepal.svg/36px-Flag_of_Nepal.svg.png 2x\" width=\"18\"/>\u00a0\u00a0\u00a0</span><a href=\"/wiki/Nepal\" title=\"Nepal\">Nepal</a></td>\n",
        " <td>8,990</td>\n",
        " <td>9,479</td>\n",
        " <td>1.06</td>\n",
        " <td>10,035</td>\n",
        " <td>1.15</td>\n",
        " <td>10,862</td>\n",
        " <td>1.60</td>\n",
        " <td>11,919</td>\n",
        " <td>1.87</td>\n",
        " <td>13,156</td>\n",
        " <td>1.99</td>\n",
        " <td>14,665</td>\n",
        " <td>2.20</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/20/Flag_of_the_Netherlands.svg/23px-Flag_of_the_Netherlands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/20/Flag_of_the_Netherlands.svg/35px-Flag_of_the_Netherlands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/20/Flag_of_the_Netherlands.svg/45px-Flag_of_the_Netherlands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Netherlands\" title=\"Netherlands\">Netherlands</a></td>\n",
        " <td>10,121</td>\n",
        " <td>10,758</td>\n",
        " <td>1.23</td>\n",
        " <td>11,494</td>\n",
        " <td>1.33</td>\n",
        " <td>12,301</td>\n",
        " <td>1.37</td>\n",
        " <td>13,043</td>\n",
        " <td>1.18</td>\n",
        " <td>13,665</td>\n",
        " <td>0.94</td>\n",
        " <td>14,155</td>\n",
        " <td>0.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"900\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/23/Flag_of_New_Caledonia.svg/23px-Flag_of_New_Caledonia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/23/Flag_of_New_Caledonia.svg/35px-Flag_of_New_Caledonia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/23/Flag_of_New_Caledonia.svg/46px-Flag_of_New_Caledonia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/New_Caledonia\" title=\"New Caledonia\">New Caledonia</a> (<a href=\"/wiki/France\" title=\"France\">France</a>)</td>\n",
        " <td>55</td>\n",
        " <td>65</td>\n",
        " <td>3.40</td>\n",
        " <td>79</td>\n",
        " <td>3.98</td>\n",
        " <td>90</td>\n",
        " <td>2.64</td>\n",
        " <td>112</td>\n",
        " <td>4.47</td>\n",
        " <td>133</td>\n",
        " <td>3.50</td>\n",
        " <td>139</td>\n",
        " <td>0.89</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/3e/Flag_of_New_Zealand.svg/23px-Flag_of_New_Zealand.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/3e/Flag_of_New_Zealand.svg/35px-Flag_of_New_Zealand.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/3e/Flag_of_New_Zealand.svg/46px-Flag_of_New_Zealand.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/New_Zealand\" title=\"New Zealand\">New Zealand</a></td>\n",
        " <td>1,908</td>\n",
        " <td>2,136</td>\n",
        " <td>2.28</td>\n",
        " <td>2,372</td>\n",
        " <td>2.12</td>\n",
        " <td>2,640</td>\n",
        " <td>2.16</td>\n",
        " <td>2,828</td>\n",
        " <td>1.39</td>\n",
        " <td>3,118</td>\n",
        " <td>1.97</td>\n",
        " <td>3,170</td>\n",
        " <td>0.33</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1000\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Nicaragua.svg/23px-Flag_of_Nicaragua.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Nicaragua.svg/35px-Flag_of_Nicaragua.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/19/Flag_of_Nicaragua.svg/46px-Flag_of_Nicaragua.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Nicaragua\" title=\"Nicaragua\">Nicaragua</a></td>\n",
        " <td>1,098</td>\n",
        " <td>1,277</td>\n",
        " <td>3.07</td>\n",
        " <td>1,493</td>\n",
        " <td>3.17</td>\n",
        " <td>1,750</td>\n",
        " <td>3.23</td>\n",
        " <td>2,053</td>\n",
        " <td>3.25</td>\n",
        " <td>2,395</td>\n",
        " <td>3.13</td>\n",
        " <td>2,803</td>\n",
        " <td>3.20</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"700\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f4/Flag_of_Niger.svg/18px-Flag_of_Niger.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f4/Flag_of_Niger.svg/27px-Flag_of_Niger.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f4/Flag_of_Niger.svg/35px-Flag_of_Niger.svg.png 2x\" width=\"18\"/>\u00a0</span><a href=\"/wiki/Niger\" title=\"Niger\">Niger</a></td>\n",
        " <td>3,271</td>\n",
        " <td>3,559</td>\n",
        " <td>1.70</td>\n",
        " <td>3,913</td>\n",
        " <td>1.91</td>\n",
        " <td>4,344</td>\n",
        " <td>2.11</td>\n",
        " <td>4,841</td>\n",
        " <td>2.19</td>\n",
        " <td>5,419</td>\n",
        " <td>2.28</td>\n",
        " <td>6,093</td>\n",
        " <td>2.37</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1200\" data-file-width=\"2400\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/79/Flag_of_Nigeria.svg/23px-Flag_of_Nigeria.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/79/Flag_of_Nigeria.svg/35px-Flag_of_Nigeria.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/79/Flag_of_Nigeria.svg/46px-Flag_of_Nigeria.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Nigeria\" title=\"Nigeria\">Nigeria</a></td>\n",
        " <td>31,797</td>\n",
        " <td>35,955</td>\n",
        " <td>2.49</td>\n",
        " <td>41,550</td>\n",
        " <td>2.93</td>\n",
        " <td>48,068</td>\n",
        " <td>2.96</td>\n",
        " <td>55,590</td>\n",
        " <td>2.95</td>\n",
        " <td>64,428</td>\n",
        " <td>2.99</td>\n",
        " <td>74,829</td>\n",
        " <td>3.04</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"1000\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e0/Flag_of_the_Northern_Mariana_Islands.svg/23px-Flag_of_the_Northern_Mariana_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e0/Flag_of_the_Northern_Mariana_Islands.svg/35px-Flag_of_the_Northern_Mariana_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e0/Flag_of_the_Northern_Mariana_Islands.svg/46px-Flag_of_the_Northern_Mariana_Islands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Northern_Mariana_Islands\" title=\"Northern Mariana Islands\">Northern Mariana Islands</a> (<a href=\"/wiki/United_States\" title=\"United States\">US</a>)</td>\n",
        " <td>6</td>\n",
        " <td>7</td>\n",
        " <td>3.13</td>\n",
        " <td>9</td>\n",
        " <td>5.15</td>\n",
        " <td>10</td>\n",
        " <td>2.13</td>\n",
        " <td>12</td>\n",
        " <td>3.71</td>\n",
        " <td>15</td>\n",
        " <td>4.56</td>\n",
        " <td>17</td>\n",
        " <td>2.53</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1100\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d9/Flag_of_Norway.svg/21px-Flag_of_Norway.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d9/Flag_of_Norway.svg/32px-Flag_of_Norway.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d9/Flag_of_Norway.svg/41px-Flag_of_Norway.svg.png 2x\" width=\"21\"/>\u00a0</span><a href=\"/wiki/Norway\" title=\"Norway\">Norway</a></td>\n",
        " <td>3,265</td>\n",
        " <td>3,427</td>\n",
        " <td>0.97</td>\n",
        " <td>3,581</td>\n",
        " <td>0.88</td>\n",
        " <td>3,723</td>\n",
        " <td>0.78</td>\n",
        " <td>3,877</td>\n",
        " <td>0.81</td>\n",
        " <td>4,007</td>\n",
        " <td>0.66</td>\n",
        " <td>4,086</td>\n",
        " <td>0.39</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Oman.svg/23px-Flag_of_Oman.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Oman.svg/35px-Flag_of_Oman.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Flag_of_Oman.svg/46px-Flag_of_Oman.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Oman\" title=\"Oman\">Oman</a></td>\n",
        " <td>489</td>\n",
        " <td>540</td>\n",
        " <td>2.00</td>\n",
        " <td>601</td>\n",
        " <td>2.16</td>\n",
        " <td>682</td>\n",
        " <td>2.56</td>\n",
        " <td>783</td>\n",
        " <td>2.80</td>\n",
        " <td>920</td>\n",
        " <td>3.28</td>\n",
        " <td>1,185</td>\n",
        " <td>5.19</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/32/Flag_of_Pakistan.svg/23px-Flag_of_Pakistan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/32/Flag_of_Pakistan.svg/35px-Flag_of_Pakistan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/32/Flag_of_Pakistan.svg/45px-Flag_of_Pakistan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Pakistan\" title=\"Pakistan\">Pakistan</a></td>\n",
        " <td>40,382</td>\n",
        " <td>45,536</td>\n",
        " <td>2.43</td>\n",
        " <td>51,719</td>\n",
        " <td>2.58</td>\n",
        " <td>59,046</td>\n",
        " <td>2.69</td>\n",
        " <td>67,491</td>\n",
        " <td>2.71</td>\n",
        " <td>76,456</td>\n",
        " <td>2.53</td>\n",
        " <td>85,219</td>\n",
        " <td>2.19</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"800\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Palau.svg/23px-Flag_of_Palau.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Palau.svg/35px-Flag_of_Palau.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Palau.svg/46px-Flag_of_Palau.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Palau\" title=\"Palau\">Palau</a></td>\n",
        " <td>7</td>\n",
        " <td>8</td>\n",
        " <td>2.71</td>\n",
        " <td>9</td>\n",
        " <td>2.38</td>\n",
        " <td>11</td>\n",
        " <td>4.10</td>\n",
        " <td>12</td>\n",
        " <td>1.76</td>\n",
        " <td>13</td>\n",
        " <td>1.61</td>\n",
        " <td>13</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/ab/Flag_of_Panama.svg/23px-Flag_of_Panama.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/ab/Flag_of_Panama.svg/35px-Flag_of_Panama.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/ab/Flag_of_Panama.svg/45px-Flag_of_Panama.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Panama\" title=\"Panama\">Panama</a></td>\n",
        " <td>893</td>\n",
        " <td>1,011</td>\n",
        " <td>2.51</td>\n",
        " <td>1,148</td>\n",
        " <td>2.57</td>\n",
        " <td>1,326</td>\n",
        " <td>2.92</td>\n",
        " <td>1,531</td>\n",
        " <td>2.92</td>\n",
        " <td>1,749</td>\n",
        " <td>2.70</td>\n",
        " <td>1,960</td>\n",
        " <td>2.30</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Flag_of_Papua_New_Guinea.svg/20px-Flag_of_Papua_New_Guinea.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Flag_of_Papua_New_Guinea.svg/31px-Flag_of_Papua_New_Guinea.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Flag_of_Papua_New_Guinea.svg/40px-Flag_of_Papua_New_Guinea.svg.png 2x\" width=\"20\"/>\u00a0</span><a href=\"/wiki/Papua_New_Guinea\" title=\"Papua New Guinea\">Papua New Guinea</a></td>\n",
        " <td>1,412</td>\n",
        " <td>1,545</td>\n",
        " <td>1.82</td>\n",
        " <td>1,718</td>\n",
        " <td>2.15</td>\n",
        " <td>1,941</td>\n",
        " <td>2.47</td>\n",
        " <td>2,214</td>\n",
        " <td>2.67</td>\n",
        " <td>2,504</td>\n",
        " <td>2.49</td>\n",
        " <td>2,846</td>\n",
        " <td>2.59</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"330\" data-file-width=\"600\" height=\"13\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Paraguay.svg/23px-Flag_of_Paraguay.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Paraguay.svg/35px-Flag_of_Paraguay.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/27/Flag_of_Paraguay.svg/46px-Flag_of_Paraguay.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Paraguay\" title=\"Paraguay\">Paraguay</a></td>\n",
        " <td>1,476</td>\n",
        " <td>1,683</td>\n",
        " <td>2.66</td>\n",
        " <td>1,910</td>\n",
        " <td>2.56</td>\n",
        " <td>2,170</td>\n",
        " <td>2.59</td>\n",
        " <td>2,477</td>\n",
        " <td>2.68</td>\n",
        " <td>2,848</td>\n",
        " <td>2.83</td>\n",
        " <td>3,172</td>\n",
        " <td>2.18</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/cf/Flag_of_Peru.svg/23px-Flag_of_Peru.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/c/cf/Flag_of_Peru.svg/35px-Flag_of_Peru.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/cf/Flag_of_Peru.svg/45px-Flag_of_Peru.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Peru\" title=\"Peru\">Peru</a></td>\n",
        " <td>7,633</td>\n",
        " <td>8,672</td>\n",
        " <td>2.59</td>\n",
        " <td>9,931</td>\n",
        " <td>2.75</td>\n",
        " <td>11,467</td>\n",
        " <td>2.92</td>\n",
        " <td>13,193</td>\n",
        " <td>2.84</td>\n",
        " <td>15,161</td>\n",
        " <td>2.82</td>\n",
        " <td>17,295</td>\n",
        " <td>2.67</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"900\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_the_Philippines.svg/23px-Flag_of_the_Philippines.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_the_Philippines.svg/35px-Flag_of_the_Philippines.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/99/Flag_of_the_Philippines.svg/46px-Flag_of_the_Philippines.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Philippines\" title=\"Philippines\">Philippines</a></td>\n",
        " <td>21,131</td>\n",
        " <td>24,553</td>\n",
        " <td>3.05</td>\n",
        " <td>28,529</td>\n",
        " <td>3.05</td>\n",
        " <td>33,268</td>\n",
        " <td>3.12</td>\n",
        " <td>38,604</td>\n",
        " <td>3.02</td>\n",
        " <td>44,337</td>\n",
        " <td>2.81</td>\n",
        " <td>50,940</td>\n",
        " <td>2.82</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1280\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/1/12/Flag_of_Poland.svg/23px-Flag_of_Poland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/1/12/Flag_of_Poland.svg/35px-Flag_of_Poland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/1/12/Flag_of_Poland.svg/46px-Flag_of_Poland.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Poland\" title=\"Poland\">Poland</a></td>\n",
        " <td>24,824</td>\n",
        " <td>27,221</td>\n",
        " <td>1.86</td>\n",
        " <td>29,590</td>\n",
        " <td>1.68</td>\n",
        " <td>31,262</td>\n",
        " <td>1.11</td>\n",
        " <td>32,526</td>\n",
        " <td>0.80</td>\n",
        " <td>33,969</td>\n",
        " <td>0.87</td>\n",
        " <td>35,578</td>\n",
        " <td>0.93</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Portugal.svg/23px-Flag_of_Portugal.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Portugal.svg/35px-Flag_of_Portugal.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/5c/Flag_of_Portugal.svg/45px-Flag_of_Portugal.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Portugal\" title=\"Portugal\">Portugal</a></td>\n",
        " <td>8,443</td>\n",
        " <td>8,693</td>\n",
        " <td>0.59</td>\n",
        " <td>9,037</td>\n",
        " <td>0.78</td>\n",
        " <td>9,129</td>\n",
        " <td>0.20</td>\n",
        " <td>9,044</td>\n",
        " <td>-0.19</td>\n",
        " <td>9,411</td>\n",
        " <td>0.80</td>\n",
        " <td>9,778</td>\n",
        " <td>0.77</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/28/Flag_of_Puerto_Rico.svg/23px-Flag_of_Puerto_Rico.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/2/28/Flag_of_Puerto_Rico.svg/35px-Flag_of_Puerto_Rico.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/2/28/Flag_of_Puerto_Rico.svg/45px-Flag_of_Puerto_Rico.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Puerto_Rico\" title=\"Puerto Rico\">Puerto Rico</a></td>\n",
        " <td>2,218</td>\n",
        " <td>2,250</td>\n",
        " <td>0.29</td>\n",
        " <td>2,358</td>\n",
        " <td>0.94</td>\n",
        " <td>2,597</td>\n",
        " <td>1.95</td>\n",
        " <td>2,722</td>\n",
        " <td>0.94</td>\n",
        " <td>2,935</td>\n",
        " <td>1.52</td>\n",
        " <td>3,210</td>\n",
        " <td>1.81</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"762\" height=\"9\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/65/Flag_of_Qatar.svg/23px-Flag_of_Qatar.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/65/Flag_of_Qatar.svg/35px-Flag_of_Qatar.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/65/Flag_of_Qatar.svg/46px-Flag_of_Qatar.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Qatar\" title=\"Qatar\">Qatar</a></td>\n",
        " <td>25</td>\n",
        " <td>35</td>\n",
        " <td>6.96</td>\n",
        " <td>45</td>\n",
        " <td>5.15</td>\n",
        " <td>70</td>\n",
        " <td>9.24</td>\n",
        " <td>113</td>\n",
        " <td>10.05</td>\n",
        " <td>165</td>\n",
        " <td>7.87</td>\n",
        " <td>229</td>\n",
        " <td>6.78</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Romania.svg/23px-Flag_of_Romania.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Romania.svg/35px-Flag_of_Romania.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/73/Flag_of_Romania.svg/45px-Flag_of_Romania.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Romania\" title=\"Romania\">Romania</a></td>\n",
        " <td>16,311</td>\n",
        " <td>17,325</td>\n",
        " <td>1.21</td>\n",
        " <td>18,403</td>\n",
        " <td>1.21</td>\n",
        " <td>19,027</td>\n",
        " <td>0.67</td>\n",
        " <td>20,253</td>\n",
        " <td>1.26</td>\n",
        " <td>21,245</td>\n",
        " <td>0.96</td>\n",
        " <td>22,130</td>\n",
        " <td>0.82</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/f/f3/Flag_of_Russia.svg/23px-Flag_of_Russia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/f/f3/Flag_of_Russia.svg/35px-Flag_of_Russia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/f/f3/Flag_of_Russia.svg/45px-Flag_of_Russia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Russia\" title=\"Russia\">Russia</a></td>\n",
        " <td>101,937</td>\n",
        " <td>111,125</td>\n",
        " <td>1.74</td>\n",
        " <td>119,632</td>\n",
        " <td>1.49</td>\n",
        " <td>126,541</td>\n",
        " <td>1.13</td>\n",
        " <td>130,245</td>\n",
        " <td>0.58</td>\n",
        " <td>134,293</td>\n",
        " <td>0.61</td>\n",
        " <td>139,039</td>\n",
        " <td>0.70</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"720\" data-file-width=\"1080\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Rwanda.svg/23px-Flag_of_Rwanda.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Rwanda.svg/35px-Flag_of_Rwanda.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Rwanda.svg/45px-Flag_of_Rwanda.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Rwanda\" title=\"Rwanda\">Rwanda</a></td>\n",
        " <td>2,439</td>\n",
        " <td>2,698</td>\n",
        " <td>2.04</td>\n",
        " <td>3,032</td>\n",
        " <td>2.36</td>\n",
        " <td>3,265</td>\n",
        " <td>1.49</td>\n",
        " <td>3,769</td>\n",
        " <td>2.91</td>\n",
        " <td>4,357</td>\n",
        " <td>2.94</td>\n",
        " <td>5,140</td>\n",
        " <td>3.36</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/23px-Flag_of_France.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/35px-Flag_of_France.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/45px-Flag_of_France.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Barth%C3%A9lemy\" title=\"Saint Barth\u00e9lemy\">Saint Barth\u00e9lemy</a> (<a href=\"/wiki/France\" title=\"France\">France</a>)</td>\n",
        " <td>2</td>\n",
        " <td>2</td>\n",
        " <td>0.00</td>\n",
        " <td>2</td>\n",
        " <td>0.00</td>\n",
        " <td>2</td>\n",
        " <td>0.00</td>\n",
        " <td>2</td>\n",
        " <td>0.00</td>\n",
        " <td>3</td>\n",
        " <td>8.45</td>\n",
        " <td>3</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/a/ae/Flag_of_the_United_Kingdom.svg/23px-Flag_of_the_United_Kingdom.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/a/ae/Flag_of_the_United_Kingdom.svg/35px-Flag_of_the_United_Kingdom.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/a/ae/Flag_of_the_United_Kingdom.svg/46px-Flag_of_the_United_Kingdom.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Helena,_Ascension_and_Tristan_da_Cunha\" title=\"Saint Helena, Ascension and Tristan da Cunha\">Saint Helena, Ascension and Tristan da Cunha</a> (<a href=\"/wiki/United_Kingdom\" title=\"United Kingdom\">UK</a>)</td>\n",
        " <td>5</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>3.71</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Saint_Kitts_and_Nevis.svg/23px-Flag_of_Saint_Kitts_and_Nevis.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Saint_Kitts_and_Nevis.svg/35px-Flag_of_Saint_Kitts_and_Nevis.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fe/Flag_of_Saint_Kitts_and_Nevis.svg/45px-Flag_of_Saint_Kitts_and_Nevis.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Kitts_and_Nevis\" title=\"Saint Kitts and Nevis\">Saint Kitts and Nevis</a></td>\n",
        " <td>44</td>\n",
        " <td>50</td>\n",
        " <td>2.59</td>\n",
        " <td>51</td>\n",
        " <td>0.40</td>\n",
        " <td>49</td>\n",
        " <td>-0.80</td>\n",
        " <td>46</td>\n",
        " <td>-1.26</td>\n",
        " <td>45</td>\n",
        " <td>-0.44</td>\n",
        " <td>44</td>\n",
        " <td>-0.45</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Saint_Lucia.svg/23px-Flag_of_Saint_Lucia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Saint_Lucia.svg/35px-Flag_of_Saint_Lucia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Flag_of_Saint_Lucia.svg/46px-Flag_of_Saint_Lucia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Lucia\" title=\"Saint Lucia\">Saint Lucia</a></td>\n",
        " <td>79</td>\n",
        " <td>86</td>\n",
        " <td>1.71</td>\n",
        " <td>88</td>\n",
        " <td>0.46</td>\n",
        " <td>94</td>\n",
        " <td>1.33</td>\n",
        " <td>103</td>\n",
        " <td>1.85</td>\n",
        " <td>112</td>\n",
        " <td>1.69</td>\n",
        " <td>122</td>\n",
        " <td>1.73</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/23px-Flag_of_France.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/35px-Flag_of_France.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/45px-Flag_of_France.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Collectivity_of_Saint_Martin\" title=\"Collectivity of Saint Martin\">Saint Martin</a> (<a href=\"/wiki/France\" title=\"France\">France</a>)</td>\n",
        " <td>3</td>\n",
        " <td>4</td>\n",
        " <td>5.92</td>\n",
        " <td>4</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>4.56</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>3.71</td>\n",
        " <td>8</td>\n",
        " <td>5.92</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/23px-Flag_of_France.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/35px-Flag_of_France.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/c3/Flag_of_France.svg/45px-Flag_of_France.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Pierre_and_Miquelon\" title=\"Saint Pierre and Miquelon\">Saint Pierre and Miquelon</a> (<a href=\"/wiki/France\" title=\"France\">France</a>)</td>\n",
        " <td>5</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>5</td>\n",
        " <td>0.00</td>\n",
        " <td>6</td>\n",
        " <td>3.71</td>\n",
        " <td>6</td>\n",
        " <td>0.00</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6d/Flag_of_Saint_Vincent_and_the_Grenadines.svg/23px-Flag_of_Saint_Vincent_and_the_Grenadines.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/6d/Flag_of_Saint_Vincent_and_the_Grenadines.svg/35px-Flag_of_Saint_Vincent_and_the_Grenadines.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/6d/Flag_of_Saint_Vincent_and_the_Grenadines.svg/45px-Flag_of_Saint_Vincent_and_the_Grenadines.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saint_Vincent_and_the_Grenadines\" title=\"Saint Vincent and the Grenadines\">Saint Vincent and the Grenadines</a></td>\n",
        " <td>66</td>\n",
        " <td>75</td>\n",
        " <td>2.59</td>\n",
        " <td>81</td>\n",
        " <td>1.55</td>\n",
        " <td>85</td>\n",
        " <td>0.97</td>\n",
        " <td>88</td>\n",
        " <td>0.70</td>\n",
        " <td>92</td>\n",
        " <td>0.89</td>\n",
        " <td>98</td>\n",
        " <td>1.27</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1440\" data-file-width=\"2880\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Samoa.svg/23px-Flag_of_Samoa.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Samoa.svg/35px-Flag_of_Samoa.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/31/Flag_of_Samoa.svg/46px-Flag_of_Samoa.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Samoa\" title=\"Samoa\">Samoa</a></td>\n",
        " <td>82</td>\n",
        " <td>94</td>\n",
        " <td>2.77</td>\n",
        " <td>110</td>\n",
        " <td>3.19</td>\n",
        " <td>127</td>\n",
        " <td>2.92</td>\n",
        " <td>142</td>\n",
        " <td>2.26</td>\n",
        " <td>151</td>\n",
        " <td>1.24</td>\n",
        " <td>159</td>\n",
        " <td>1.04</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1200\" data-file-width=\"1600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_San_Marino.svg/20px-Flag_of_San_Marino.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_San_Marino.svg/31px-Flag_of_San_Marino.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/b1/Flag_of_San_Marino.svg/40px-Flag_of_San_Marino.svg.png 2x\" width=\"20\"/>\u00a0</span><a href=\"/wiki/San_Marino\" title=\"San Marino\">San Marino</a></td>\n",
        " <td>13</td>\n",
        " <td>14</td>\n",
        " <td>1.49</td>\n",
        " <td>15</td>\n",
        " <td>1.39</td>\n",
        " <td>17</td>\n",
        " <td>2.53</td>\n",
        " <td>19</td>\n",
        " <td>2.25</td>\n",
        " <td>20</td>\n",
        " <td>1.03</td>\n",
        " <td>21</td>\n",
        " <td>0.98</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1400\" data-file-width=\"2800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Sao_Tome_and_Principe.svg/23px-Flag_of_Sao_Tome_and_Principe.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Sao_Tome_and_Principe.svg/35px-Flag_of_Sao_Tome_and_Principe.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Flag_of_Sao_Tome_and_Principe.svg/46px-Flag_of_Sao_Tome_and_Principe.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/S%C3%A3o_Tom%C3%A9_and_Pr%C3%ADncipe\" title=\"S\u00e3o Tom\u00e9 and Pr\u00edncipe\">S\u00e3o Tom\u00e9 and Pr\u00edncipe</a></td>\n",
        " <td>60</td>\n",
        " <td>60</td>\n",
        " <td>0.00</td>\n",
        " <td>63</td>\n",
        " <td>0.98</td>\n",
        " <td>69</td>\n",
        " <td>1.84</td>\n",
        " <td>74</td>\n",
        " <td>1.41</td>\n",
        " <td>82</td>\n",
        " <td>2.07</td>\n",
        " <td>94</td>\n",
        " <td>2.77</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0d/Flag_of_Saudi_Arabia.svg/23px-Flag_of_Saudi_Arabia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/0d/Flag_of_Saudi_Arabia.svg/35px-Flag_of_Saudi_Arabia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0d/Flag_of_Saudi_Arabia.svg/45px-Flag_of_Saudi_Arabia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Saudi_Arabia\" title=\"Saudi Arabia\">Saudi Arabia</a></td>\n",
        " <td>3,860</td>\n",
        " <td>4,243</td>\n",
        " <td>1.91</td>\n",
        " <td>4,718</td>\n",
        " <td>2.14</td>\n",
        " <td>5,327</td>\n",
        " <td>2.46</td>\n",
        " <td>6,109</td>\n",
        " <td>2.78</td>\n",
        " <td>7,208</td>\n",
        " <td>3.36</td>\n",
        " <td>10,022</td>\n",
        " <td>6.81</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fd/Flag_of_Senegal.svg/23px-Flag_of_Senegal.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fd/Flag_of_Senegal.svg/35px-Flag_of_Senegal.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fd/Flag_of_Senegal.svg/45px-Flag_of_Senegal.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Senegal\" title=\"Senegal\">Senegal</a></td>\n",
        " <td>2,654</td>\n",
        " <td>2,927</td>\n",
        " <td>1.98</td>\n",
        " <td>3,270</td>\n",
        " <td>2.24</td>\n",
        " <td>3,744</td>\n",
        " <td>2.74</td>\n",
        " <td>4,318</td>\n",
        " <td>2.89</td>\n",
        " <td>4,989</td>\n",
        " <td>2.93</td>\n",
        " <td>5,611</td>\n",
        " <td>2.38</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"900\" data-file-width=\"1350\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Flag_of_Serbia.svg/23px-Flag_of_Serbia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Flag_of_Serbia.svg/35px-Flag_of_Serbia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Flag_of_Serbia.svg/45px-Flag_of_Serbia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Serbia\" title=\"Serbia\">Serbia</a></td>\n",
        " <td>5,956</td>\n",
        " <td>6,313</td>\n",
        " <td>1.17</td>\n",
        " <td>6,659</td>\n",
        " <td>1.07</td>\n",
        " <td>6,959</td>\n",
        " <td>0.89</td>\n",
        " <td>7,248</td>\n",
        " <td>0.82</td>\n",
        " <td>7,431</td>\n",
        " <td>0.50</td>\n",
        " <td>7,588</td>\n",
        " <td>0.42</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"900\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Seychelles.svg/23px-Flag_of_Seychelles.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Seychelles.svg/35px-Flag_of_Seychelles.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fc/Flag_of_Seychelles.svg/46px-Flag_of_Seychelles.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Seychelles\" title=\"Seychelles\">Seychelles</a></td>\n",
        " <td>33</td>\n",
        " <td>36</td>\n",
        " <td>1.76</td>\n",
        " <td>42</td>\n",
        " <td>3.13</td>\n",
        " <td>48</td>\n",
        " <td>2.71</td>\n",
        " <td>54</td>\n",
        " <td>2.38</td>\n",
        " <td>60</td>\n",
        " <td>2.13</td>\n",
        " <td>64</td>\n",
        " <td>1.30</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"450\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Sierra_Leone.svg/23px-Flag_of_Sierra_Leone.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Sierra_Leone.svg/35px-Flag_of_Sierra_Leone.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/17/Flag_of_Sierra_Leone.svg/45px-Flag_of_Sierra_Leone.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Sierra_Leone\" title=\"Sierra Leone\">Sierra Leone</a></td>\n",
        " <td>2,087</td>\n",
        " <td>2,233</td>\n",
        " <td>1.36</td>\n",
        " <td>2,396</td>\n",
        " <td>1.42</td>\n",
        " <td>2,582</td>\n",
        " <td>1.51</td>\n",
        " <td>2,789</td>\n",
        " <td>1.55</td>\n",
        " <td>3,030</td>\n",
        " <td>1.67</td>\n",
        " <td>3,335</td>\n",
        " <td>1.94</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"2880\" data-file-width=\"4320\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Singapore.svg/23px-Flag_of_Singapore.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Singapore.svg/35px-Flag_of_Singapore.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/48/Flag_of_Singapore.svg/45px-Flag_of_Singapore.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Singapore\" title=\"Singapore\">Singapore</a></td>\n",
        " <td>1,022</td>\n",
        " <td>1,306</td>\n",
        " <td>5.03</td>\n",
        " <td>1,646</td>\n",
        " <td>4.74</td>\n",
        " <td>1,887</td>\n",
        " <td>2.77</td>\n",
        " <td>2,075</td>\n",
        " <td>1.92</td>\n",
        " <td>2,263</td>\n",
        " <td>1.75</td>\n",
        " <td>2,414</td>\n",
        " <td>1.30</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"450\" data-file-width=\"675\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Sint_Maarten.svg/23px-Flag_of_Sint_Maarten.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Sint_Maarten.svg/35px-Flag_of_Sint_Maarten.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d3/Flag_of_Sint_Maarten.svg/45px-Flag_of_Sint_Maarten.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Sint_Maarten\" title=\"Sint Maarten\">Sint Maarten</a> (<a href=\"/wiki/Netherlands\" title=\"Netherlands\">Netherlands</a>)</td>\n",
        " <td>2</td>\n",
        " <td>2</td>\n",
        " <td>0.00</td>\n",
        " <td>3</td>\n",
        " <td>8.45</td>\n",
        " <td>4</td>\n",
        " <td>5.92</td>\n",
        " <td>6</td>\n",
        " <td>8.45</td>\n",
        " <td>10</td>\n",
        " <td>10.76</td>\n",
        " <td>12</td>\n",
        " <td>3.71</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e6/Flag_of_Slovakia.svg/23px-Flag_of_Slovakia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/e6/Flag_of_Slovakia.svg/35px-Flag_of_Slovakia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e6/Flag_of_Slovakia.svg/45px-Flag_of_Slovakia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Slovakia\" title=\"Slovakia\">Slovakia</a></td>\n",
        " <td>3,463</td>\n",
        " <td>3,727</td>\n",
        " <td>1.48</td>\n",
        " <td>3,994</td>\n",
        " <td>1.39</td>\n",
        " <td>4,370</td>\n",
        " <td>1.82</td>\n",
        " <td>4,524</td>\n",
        " <td>0.70</td>\n",
        " <td>4,730</td>\n",
        " <td>0.89</td>\n",
        " <td>4,966</td>\n",
        " <td>0.98</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f0/Flag_of_Slovenia.svg/23px-Flag_of_Slovenia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f0/Flag_of_Slovenia.svg/35px-Flag_of_Slovenia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f0/Flag_of_Slovenia.svg/46px-Flag_of_Slovenia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Slovenia\" title=\"Slovenia\">Slovenia</a></td>\n",
        " <td>1,468</td>\n",
        " <td>1,517</td>\n",
        " <td>0.66</td>\n",
        " <td>1,558</td>\n",
        " <td>0.53</td>\n",
        " <td>1,620</td>\n",
        " <td>0.78</td>\n",
        " <td>1,676</td>\n",
        " <td>0.68</td>\n",
        " <td>1,722</td>\n",
        " <td>0.54</td>\n",
        " <td>1,833</td>\n",
        " <td>1.26</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"800\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/74/Flag_of_the_Solomon_Islands.svg/23px-Flag_of_the_Solomon_Islands.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/74/Flag_of_the_Solomon_Islands.svg/35px-Flag_of_the_Solomon_Islands.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/74/Flag_of_the_Solomon_Islands.svg/46px-Flag_of_the_Solomon_Islands.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Solomon_Islands\" title=\"Solomon Islands\">Solomon Islands</a></td>\n",
        " <td>107</td>\n",
        " <td>114</td>\n",
        " <td>1.28</td>\n",
        " <td>126</td>\n",
        " <td>2.02</td>\n",
        " <td>143</td>\n",
        " <td>2.56</td>\n",
        " <td>163</td>\n",
        " <td>2.65</td>\n",
        " <td>193</td>\n",
        " <td>3.44</td>\n",
        " <td>231</td>\n",
        " <td>3.66</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"800\" data-file-width=\"1200\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/a0/Flag_of_Somalia.svg/23px-Flag_of_Somalia.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/a0/Flag_of_Somalia.svg/35px-Flag_of_Somalia.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/a0/Flag_of_Somalia.svg/45px-Flag_of_Somalia.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Somalia\" title=\"Somalia\">Somalia</a></td>\n",
        " <td>2,438</td>\n",
        " <td>2,673</td>\n",
        " <td>1.86</td>\n",
        " <td>2,956</td>\n",
        " <td>2.03</td>\n",
        " <td>3,283</td>\n",
        " <td>2.12</td>\n",
        " <td>3,667</td>\n",
        " <td>2.24</td>\n",
        " <td>4,128</td>\n",
        " <td>2.40</td>\n",
        " <td>5,794</td>\n",
        " <td>7.02</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/af/Flag_of_South_Africa.svg/23px-Flag_of_South_Africa.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/a/af/Flag_of_South_Africa.svg/35px-Flag_of_South_Africa.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/af/Flag_of_South_Africa.svg/45px-Flag_of_South_Africa.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/South_Africa\" title=\"South Africa\">South Africa</a></td>\n",
        " <td>13,596</td>\n",
        " <td>15,369</td>\n",
        " <td>2.48</td>\n",
        " <td>17,417</td>\n",
        " <td>2.53</td>\n",
        " <td>19,898</td>\n",
        " <td>2.70</td>\n",
        " <td>22,740</td>\n",
        " <td>2.71</td>\n",
        " <td>25,815</td>\n",
        " <td>2.57</td>\n",
        " <td>29,252</td>\n",
        " <td>2.53</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"500\" data-file-width=\"750\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/9/9a/Flag_of_Spain.svg/23px-Flag_of_Spain.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/9/9a/Flag_of_Spain.svg/35px-Flag_of_Spain.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/9a/Flag_of_Spain.svg/45px-Flag_of_Spain.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Spain\" title=\"Spain\">Spain</a></td>\n",
        " <td>28,063</td>\n",
        " <td>29,319</td>\n",
        " <td>0.88</td>\n",
        " <td>30,641</td>\n",
        " <td>0.89</td>\n",
        " <td>32,085</td>\n",
        " <td>0.93</td>\n",
        " <td>33,876</td>\n",
        " <td>1.09</td>\n",
        " <td>35,564</td>\n",
        " <td>0.98</td>\n",
        " <td>37,488</td>\n",
        " <td>1.06</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"1200\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Sri_Lanka.svg/23px-Flag_of_Sri_Lanka.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Sri_Lanka.svg/35px-Flag_of_Sri_Lanka.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/11/Flag_of_Sri_Lanka.svg/46px-Flag_of_Sri_Lanka.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Sri_Lanka\" title=\"Sri Lanka\">Sri Lanka</a></td>\n",
        " <td>7,533</td>\n",
        " <td>8,694</td>\n",
        " <td>2.91</td>\n",
        " <td>9,913</td>\n",
        " <td>2.66</td>\n",
        " <td>11,261</td>\n",
        " <td>2.58</td>\n",
        " <td>12,619</td>\n",
        " <td>2.30</td>\n",
        " <td>13,779</td>\n",
        " <td>1.77</td>\n",
        " <td>15,056</td>\n",
        " <td>1.79</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"300\" data-file-width=\"600\" height=\"12\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Sudan.svg/23px-Flag_of_Sudan.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Sudan.svg/35px-Flag_of_Sudan.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/01/Flag_of_Sudan.svg/46px-Flag_of_Sudan.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Sudan\" title=\"Sudan\">Sudan</a></td>\n",
        " <td>8,051</td>\n",
        " <td>9,233</td>\n",
        " <td>2.78</td>\n",
        " <td>10,589</td>\n",
        " <td>2.78</td>\n",
        " <td>12,086</td>\n",
        " <td>2.68</td>\n",
        " <td>13,788</td>\n",
        " <td>2.67</td>\n",
        " <td>16,156</td>\n",
        " <td>3.22</td>\n",
        " <td>19,482</td>\n",
        " <td>3.81</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/60/Flag_of_Suriname.svg/23px-Flag_of_Suriname.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/6/60/Flag_of_Suriname.svg/35px-Flag_of_Suriname.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/6/60/Flag_of_Suriname.svg/45px-Flag_of_Suriname.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Suriname\" title=\"Suriname\">Suriname</a></td>\n",
        " <td>208</td>\n",
        " <td>240</td>\n",
        " <td>2.90</td>\n",
        " <td>284</td>\n",
        " <td>3.42</td>\n",
        " <td>336</td>\n",
        " <td>3.42</td>\n",
        " <td>372</td>\n",
        " <td>2.06</td>\n",
        " <td>363</td>\n",
        " <td>-0.49</td>\n",
        " <td>354</td>\n",
        " <td>-0.50</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"400\" data-file-width=\"600\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1e/Flag_of_Swaziland.svg/23px-Flag_of_Swaziland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/1/1e/Flag_of_Swaziland.svg/35px-Flag_of_Swaziland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/1/1e/Flag_of_Swaziland.svg/45px-Flag_of_Swaziland.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Swaziland\" title=\"Swaziland\">Swaziland</a></td>\n",
        " <td>277</td>\n",
        " <td>311</td>\n",
        " <td>2.34</td>\n",
        " <td>352</td>\n",
        " <td>2.51</td>\n",
        " <td>399</td>\n",
        " <td>2.54</td>\n",
        " <td>455</td>\n",
        " <td>2.66</td>\n",
        " <td>521</td>\n",
        " <td>2.75</td>\n",
        " <td>611</td>\n",
        " <td>3.24</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1600\" height=\"14\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/4/4c/Flag_of_Sweden.svg/23px-Flag_of_Sweden.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/4/4c/Flag_of_Sweden.svg/35px-Flag_of_Sweden.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/4/4c/Flag_of_Sweden.svg/46px-Flag_of_Sweden.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Sweden\" title=\"Sweden\">Sweden</a></td>\n",
        " <td>7,014</td>\n",
        " <td>7,262</td>\n",
        " <td>0.70</td>\n",
        " <td>7,480</td>\n",
        " <td>0.59</td>\n",
        " <td>7,734</td>\n",
        " <td>0.67</td>\n",
        " <td>8,043</td>\n",
        " <td>0.79</td>\n",
        " <td>8,193</td>\n",
        " <td>0.37</td>\n",
        " <td>8,310</td>\n",
        " <td>0.28</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"1000\" data-file-width=\"1000\" height=\"16\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f3/Flag_of_Switzerland.svg/16px-Flag_of_Switzerland.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/f/f3/Flag_of_Switzerland.svg/24px-Flag_of_Switzerland.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f3/Flag_of_Switzerland.svg/32px-Flag_of_Switzerland.svg.png 2x\" width=\"16\"/>\u00a0\u00a0</span><a href=\"/wiki/Switzerland\" title=\"Switzerland\">Switzerland</a></td>\n",
        " <td>4,694</td>\n",
        " <td>4,980</td>\n",
        " <td>1.19</td>\n",
        " <td>5,362</td>\n",
        " <td>1.49</td>\n",
        " <td>5,943</td>\n",
        " <td>2.08</td>\n",
        " <td>6,267</td>\n",
        " <td>1.07</td>\n",
        " <td>6,404</td>\n",
        " <td>0.43</td>\n",
        " <td>6,385</td>\n",
        " <td>-0.06</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/53/Flag_of_Syria.svg/23px-Flag_of_Syria.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/5/53/Flag_of_Syria.svg/35px-Flag_of_Syria.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/53/Flag_of_Syria.svg/45px-Flag_of_Syria.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Syria\" title=\"Syria\">Syria</a></td>\n",
        " <td>3,495</td>\n",
        " <td>3,938</td>\n",
        " <td>2.42</td>\n",
        " <td>4,533</td>\n",
        " <td>2.85</td>\n",
        " <td>5,326</td>\n",
        " <td>3.28</td>\n",
        " <td>6,258</td>\n",
        " <td>3.28</td>\n",
        " <td>7,407</td>\n",
        " <td>3.43</td>\n",
        " <td>8,752</td>\n",
        " <td>3.39</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" class=\"thumbborder\" data-file-height=\"600\" data-file-width=\"900\" height=\"15\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/72/Flag_of_the_Republic_of_China.svg/23px-Flag_of_the_Republic_of_China.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/7/72/Flag_of_the_Republic_of_China.svg/35px-Flag_of_the_Republic_of_China.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/72/Flag_of_the_Republic_of_China.svg/45px-Flag_of_the_Republic_of_China.svg.png 2x\" width=\"23\"/>\u00a0</span><a href=\"/wiki/Taiwan\" title=\"Taiwan\">Taiwan</a></td>\n",
        " <td>7,981</td>\n",
        " <td>9,486</td>\n",
        " <td>3.52</td>\n",
        " <td>11,209</td>\n",
        " <td>3.39</td>\n",
        " <td>12,978</td>\n",
        " <td>2.97</td>\n",
        " <td>14,598</td>\n",
        " <td>2.38</td>\n",
        " <td>16,122</td>\n",
        " <td>2.01</td>\n",
        " <td>17,848</td>\n",
        " <td>2.05</td>\n",
        " </tr>\n",
        " <tr style=\"height: 25px;\">\n",
        " <td align=\"left\"><span class=\"flagicon\"><img alt=\"\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/\"/></span></td></tr></table>]"
       ]
      }
     ],
     "prompt_number": 463
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "column_names = []\n",
      "col_indexes = []\n",
      "table_head = table.find_all('th')\n",
      "print table_head\n",
      "\n",
      "for idx, col_name in enumerate(table_head):\n",
      "    if col_name.text != '%':\n",
      "        col_indexes.append(idx)\n",
      "        column_names.append(col_name.text)\n",
      "# print column_names\n",
      "# print col_indexes\n",
      "\n",
      "rows_data = []\n",
      "table_row = table.find_all('tr')\n",
      "for idx, row_td in enumerate(table_row):\n",
      "        row = []\n",
      "        for col_idx, col_val in enumerate(row_td.find_all('td')):\n",
      "            if col_idx in col_indexes:\n",
      "                if col_idx == 0:\n",
      "                    row.append(col_val.text[1:])\n",
      "                else:\n",
      "                    row.append(int(col_val.text.replace(',', '')))\n",
      "        if row:\n",
      "            rows_data.append(row)\n",
      "print rows_data"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[<th>Country or territory</th>, <th>1950</th>, <th>1955</th>, <th>%</th>, <th>1960</th>, <th>%</th>, <th>1965</th>, <th>%</th>, <th>1970</th>, <th>%</th>, <th>1975</th>, <th>%</th>, <th>1980</th>, <th>%</th>]\n",
        "[[u'Afghanistan', 8150, 8891, 9829, 10998, 12431, 14132, 15044], [u'Albania', 1227, 1392, 1623, 1884, 2157, 2401, 2671], [u'Algeria', 8893, 9842, 10909, 11963, 13932, 16140, 18806], [u'American Samoa', 19, 20, 20, 25, 27, 30, 32], [u'Andorra', 6, 6, 8, 14, 20, 27, 34], [u'Angola', 4118, 4423, 4797, 5135, 5606, 6050, 7206], [u'Anguilla (UK)', 5, 5, 6, 6, 6, 6, 7], [u'Antigua and Barbuda', 46, 51, 55, 59, 66, 68, 69], [u'Argentina', 17150, 18928, 20616, 22283, 23962, 26082, 28370], [u'Armenia', 1355, 1565, 1869, 2206, 2520, 2834, 3115], [u'Aruba (Netherlands)', 50, 54, 57, 59, 59, 59, 60], [u'Australia', 8267, 9277, 10361, 11439, 12660, 13771, 14616], [u'Austria', 6935, 6947, 7047, 7271, 7467, 7579, 7549], [u'Azerbaijan', 2885, 3314, 3882, 4567, 5169, 5696, 6198], [u'Bahamas', 70, 87, 112, 139, 170, 189, 210], [u'Bahrain', 115, 130, 157, 191, 220, 259, 348], [u'Bangladesh', 45646, 49588, 54593, 60284, 67331, 76153, 87937], [u'Barbados', 211, 227, 232, 235, 239, 247, 252], [u'Belarus', 7722, 7781, 8168, 8591, 9027, 9360, 9644], [u'Belgium', 8639, 8868, 9119, 9448, 9638, 9795, 9847], [u'Belize', 66, 77, 92, 107, 122, 136, 144], [u'Benin', 1673, 1846, 2055, 2311, 2620, 2996, 3458], [u'Bermuda (UK)', 39, 41, 44, 49, 53, 54, 55], [u'Bhutan', 164, 186, 212, 254, 309, 373, 446], [u'Bolivia', 2766, 3074, 3434, 3853, 4346, 4914, 5441], [u'Bosnia and Herzegovina', 2662, 2974, 3240, 3493, 3703, 3980, 4092], [u'Botswana', 430, 461, 497, 538, 584, 705, 900], [u'Brazil', 53443, 61774, 71695, 83093, 95684, 108879, 123020], [u'Brunei', 45, 61, 83, 102, 128, 156, 185], [u'Bulgaria', 7251, 7499, 7867, 8201, 8490, 8721, 8844], [u'Burkina Faso', 4376, 4614, 4866, 5032, 5304, 5673, 6318], [u'Burma', 19488, 21050, 22839, 24937, 27393, 30330, 33336], [u'Burundi', 2363, 2576, 2815, 3171, 3522, 3676, 4298], [u'Cambodia', 4471, 5049, 5761, 6602, 7394, 7500, 6889], [u'Cameroon', 4888, 5211, 5609, 6104, 6727, 7522, 8762], [u'Canada', 14011, 16050, 18267, 20071, 21750, 23209, 24593], [u'Cape Verde', 146, 169, 197, 232, 269, 280, 296], [u'Cayman Islands (UK)', 6, 7, 8, 9, 10, 14, 17], [u'Central African Republic', 1260, 1348, 1467, 1628, 1839, 2058, 2349], [u'Chad', 2608, 2805, 3042, 3345, 3727, 4144, 4522], [u'Chile', 6091, 6743, 7585, 8510, 9369, 10252, 11094], [u'China', 562580, 606730, 650661, 715546, 820403, 917899, 984736], [u'Colombia', 11592, 13588, 15953, 18646, 21430, 24125, 26631], [u'Comoros', 148, 164, 183, 206, 237, 276, 340], [u'Congo (Brazzaville)', 826, 904, 1002, 1124, 1272, 1454, 1674], [u'Congo (Kinshasa)', 13569, 14953, 16610, 18856, 21781, 25032, 29011], [u'Cook Islands (NZ)', 15, 16, 18, 19, 21, 19, 18], [u'Costa Rica', 867, 1032, 1248, 1488, 1736, 1992, 2299], [u'Ivory Coast', 2860, 3164, 3576, 4356, 5579, 7031, 8593], [u'Croatia', 4000, 3956, 4036, 4133, 4205, 4255, 4383], [u'Cuba', 5785, 6381, 7027, 7810, 8543, 9290, 9653], [u'Cura\\xe7ao (Netherlands)', 101, 112, 124, 134, 145, 149, 148], [u'Cyprus', 494, 533, 579, 600, 627, 627, 630], [u'Czech Republic', 8925, 9366, 9660, 9777, 9795, 10042, 10289], [u'Denmark', 4271, 4439, 4581, 4758, 4929, 5060, 5123], [u'Djibouti', 79, 90, 111, 142, 180, 227, 327], [u'Dominica', 51, 57, 60, 64, 70, 74, 74], [u'Dominican Republic', 2353, 2737, 3231, 3806, 4423, 5048, 5697], [u'Ecuador', 3370, 3842, 4416, 5118, 5939, 6872, 7920], [u'Egypt', 21198, 23856, 26847, 30265, 33574, 36952, 42634], [u'El Salvador', 1940, 2221, 2582, 3018, 3604, 4073, 4570], [u'Equatorial Guinea', 211, 226, 244, 253, 270, 213, 256], [u'Eritrea', 1403, 1499, 1615, 1746, 2160, 2421, 2569], [u'Estonia', 1096, 1154, 1211, 1288, 1363, 1432, 1482], [u'Ethiopia', 20175, 21990, 24169, 26740, 29469, 32976, 36036], [u'Faroe Islands (Denmark)', 32, 33, 35, 37, 39, 41, 43], [u'Fiji', 287, 332, 393, 463, 521, 576, 635], [u'Finland', 4009, 4235, 4430, 4564, 4606, 4711, 4780], [u'France', 42518, 44218, 46584, 49802, 51918, 53955, 55110], [u'French Polynesia', 62, 72, 81, 95, 114, 133, 151], [u'Gabon', 416, 429, 446, 474, 515, 647, 714], [u'Gambia', 271, 306, 352, 412, 485, 566, 652], [u'Gaza Strip', 245, 266, 308, 350, 343, 395, 456], [u'Georgia', 3516, 3827, 4147, 4465, 4694, 4898, 5046], [u'Germany', 68375, 70196, 72481, 75639, 77783, 78682, 78298], [u'Ghana', 5297, 6049, 6958, 8010, 8789, 10117, 11011], [u'Gibraltar (UK)', 23, 24, 24, 25, 26, 29, 29], [u'Greece', 7566, 7966, 8327, 8550, 8793, 9047, 9643], [u'Greenland (Denmark)', 22, 27, 32, 39, 46, 50, 50], [u'Grenada', 76, 85, 90, 93, 95, 96, 90], [u'Guam (US)', 60, 69, 67, 74, 86, 102, 107], [u'Guatemala', 2969, 3487, 4100, 4746, 5264, 5910, 6650], [u'Guernsey (UK)', 45, 46, 47, 50, 53, 54, 53], [u'Guinea', 2586, 2787, 3026, 3314, 3643, 4019, 4447], [u'Guinea-Bissau', 573, 592, 617, 604, 620, 681, 789], [u'Guyana', 428, 491, 571, 640, 715, 768, 759], [u'Haiti', 3097, 3365, 3697, 4094, 4541, 4973, 5508], [u'Honduras', 1431, 1662, 1952, 2329, 2761, 2858, 3402], [u'Hong Kong (China)', 2237, 2490, 3075, 3598, 3959, 4396, 5063], [u'Hungary', 9338, 9825, 9984, 10153, 10337, 10532, 10711], [u'Iceland', 143, 158, 176, 192, 204, 218, 228], [u'India', 369880, 404268, 445393, 494964, 553889, 618923, 684888], [u'Indonesia', 82978, 90255, 100146, 110754, 122292, 135272, 150467], [u'Iran', 16357, 18739, 21600, 25040, 28994, 33467, 39709], [u'Iraq', 5163, 5903, 6822, 7971, 9414, 11118, 13233], [u'Ireland', 2963, 2916, 2832, 2876, 2950, 3177, 3401], [u'Isle of Man (UK)', 55, 51, 48, 49, 53, 59, 64], [u'Israel', 1286, 1772, 2141, 2578, 2903, 3354, 3737], [u'Italy', 47105, 48633, 50198, 51987, 53661, 55572, 56451], [u'Jamaica', 1385, 1489, 1632, 1777, 1944, 2105, 2229], [u'Japan', 83805, 89815, 94092, 98883, 104345, 111573, 116807], [u'Jersey (UK)', 57, 60, 63, 66, 69, 72, 76], [u'Jordan', 561, 687, 849, 1061, 1503, 1803, 2163], [u'Kazakhstan', 6693, 7977, 9982, 11902, 13106, 14157, 15000], [u'Kenya', 6121, 7034, 8157, 9549, 11247, 13433, 16331], [u'Kiribati', 33, 37, 41, 45, 49, 53, 58], [u'North Korea', 9471, 8863, 10448, 11964, 14062, 16014, 17390], [u'South Korea', 20846, 21552, 24784, 28705, 32241, 35281, 38124], [u'Kuwait', 145, 187, 292, 476, 748, 1007, 1370], [u'Kyrgyzstan', 1739, 1901, 2171, 2573, 2964, 3301, 3623], [u'Laos', 1886, 2077, 2309, 2565, 2845, 3161, 3293], [u'Latvia', 1936, 2002, 2115, 2254, 2361, 2462, 2525], [u'Lebanon', 1364, 1561, 1786, 2058, 2383, 2691, 2899], [u'Lesotho', 726, 786, 859, 952, 1067, 1195, 1359], [u'Liberia', 824, 928, 1055, 1209, 1397, 1617, 1857], [u'Libya', 961, 1122, 1338, 1624, 1999, 2570, 3069], [u'Liechtenstein', 14, 15, 16, 19, 21, 23, 25], [u'Lithuania', 2553, 2614, 2765, 2959, 3138, 3305, 3435], [u'Luxembourg', 296, 305, 314, 332, 339, 359, 364], [u'Macau (China)', 205, 193, 186, 224, 261, 254, 256], [u'Macedonia', 1225, 1340, 1366, 1470, 1574, 1684, 1792], [u'Madagascar', 4620, 5003, 5482, 6070, 6766, 7604, 8691], [u'Malawi', 2817, 3088, 3450, 3914, 4508, 5317, 6259], [u'Malaysia', 6434, 7312, 8428, 9648, 10910, 12131, 13460], [u'Maldives', 79, 80, 92, 98, 115, 133, 153], [u'Mali', 3688, 4071, 4495, 4978, 5546, 6218, 6822], [u'Malta', 312, 314, 329, 319, 326, 328, 364], [u'Marshall Islands', 11, 13, 15, 18, 22, 26, 31], [u'Mauritania', 1006, 1053, 1117, 1195, 1289, 1404, 1545], [u'Mauritius', 481, 572, 663, 756, 830, 885, 964], [u'Mayotte (France)', 22, 24, 28, 32, 37, 43, 53], [u'Mexico', 28485, 32930, 38579, 45142, 52775, 60678, 68347], [u'Federated States of Micronesia', 31, 36, 42, 49, 57, 66, 77], [u'Moldova', 2336, 2622, 2999, 3334, 3595, 3847, 3996], [u'Monaco', 18, 18, 21, 22, 24, 25, 27], [u'Mongolia', 779, 844, 955, 1090, 1248, 1446, 1662], [u'Montenegro', 396, 432, 461, 491, 514, 549, 560], [u'Montserrat (UK)', 13, 13, 12, 12, 12, 12, 12], [u'Morocco', 9343, 10782, 12423, 14066, 15909, 17687, 19487], [u'Mozambique', 6250, 6782, 7472, 8301, 9304, 10433, 12103], [u'Namibia', 464, 522, 591, 671, 765, 915, 1058], [u'Nauru', 3, 4, 4, 6, 7, 7, 8], [u'\\xa0\\xa0Nepal', 8990, 9479, 10035, 10862, 11919, 13156, 14665], [u'Netherlands', 10121, 10758, 11494, 12301, 13043, 13665, 14155], [u'New Caledonia (France)', 55, 65, 79, 90, 112, 133, 139], [u'New Zealand', 1908, 2136, 2372, 2640, 2828, 3118, 3170], [u'Nicaragua', 1098, 1277, 1493, 1750, 2053, 2395, 2803], [u'Niger', 3271, 3559, 3913, 4344, 4841, 5419, 6093], [u'Nigeria', 31797, 35955, 41550, 48068, 55590, 64428, 74829], [u'Northern Mariana Islands (US)', 6, 7, 9, 10, 12, 15, 17], [u'Norway', 3265, 3427, 3581, 3723, 3877, 4007, 4086], [u'Oman', 489, 540, 601, 682, 783, 920, 1185], [u'Pakistan', 40382, 45536, 51719, 59046, 67491, 76456, 85219], [u'Palau', 7, 8, 9, 11, 12, 13, 13], [u'Panama', 893, 1011, 1148, 1326, 1531, 1749, 1960], [u'Papua New Guinea', 1412, 1545, 1718, 1941, 2214, 2504, 2846], [u'Paraguay', 1476, 1683, 1910, 2170, 2477, 2848, 3172], [u'Peru', 7633, 8672, 9931, 11467, 13193, 15161, 17295], [u'Philippines', 21131, 24553, 28529, 33268, 38604, 44337, 50940], [u'Poland', 24824, 27221, 29590, 31262, 32526, 33969, 35578], [u'Portugal', 8443, 8693, 9037, 9129, 9044, 9411, 9778], [u'Puerto Rico', 2218, 2250, 2358, 2597, 2722, 2935, 3210], [u'Qatar', 25, 35, 45, 70, 113, 165, 229], [u'Romania', 16311, 17325, 18403, 19027, 20253, 21245, 22130], [u'Russia', 101937, 111125, 119632, 126541, 130245, 134293, 139039], [u'Rwanda', 2439, 2698, 3032, 3265, 3769, 4357, 5140], [u'Saint Barth\\xe9lemy (France)', 2, 2, 2, 2, 2, 3, 3], [u'Saint Helena, Ascension and Tristan da Cunha (UK)', 5, 5, 5, 5, 6, 6, 6], [u'Saint Kitts and Nevis', 44, 50, 51, 49, 46, 45, 44], [u'Saint Lucia', 79, 86, 88, 94, 103, 112, 122], [u'Saint Martin (France)', 3, 4, 4, 5, 5, 6, 8], [u'Saint Pierre and Miquelon (France)', 5, 5, 5, 5, 5, 6, 6], [u'Saint Vincent and the Grenadines', 66, 75, 81, 85, 88, 92, 98], [u'Samoa', 82, 94, 110, 127, 142, 151, 159], [u'San Marino', 13, 14, 15, 17, 19, 20, 21], [u'S\\xe3o Tom\\xe9 and Pr\\xedncipe', 60, 60, 63, 69, 74, 82, 94], [u'Saudi Arabia', 3860, 4243, 4718, 5327, 6109, 7208, 10022], [u'Senegal', 2654, 2927, 3270, 3744, 4318, 4989, 5611], [u'Serbia', 5956, 6313, 6659, 6959, 7248, 7431, 7588], [u'Seychelles', 33, 36, 42, 48, 54, 60, 64], [u'Sierra Leone', 2087, 2233, 2396, 2582, 2789, 3030, 3335], [u'Singapore', 1022, 1306, 1646, 1887, 2075, 2263, 2414], [u'Sint Maarten (Netherlands)', 2, 2, 3, 4, 6, 10, 12], [u'Slovakia', 3463, 3727, 3994, 4370, 4524, 4730, 4966], [u'Slovenia', 1468, 1517, 1558, 1620, 1676, 1722, 1833], [u'Solomon Islands', 107, 114, 126, 143, 163, 193, 231], [u'Somalia', 2438, 2673, 2956, 3283, 3667, 4128, 5794], [u'South Africa', 13596, 15369, 17417, 19898, 22740, 25815, 29252], [u'Spain', 28063, 29319, 30641, 32085, 33876, 35564, 37488], [u'Sri Lanka', 7533, 8694, 9913, 11261, 12619, 13779, 15056], [u'Sudan', 8051, 9233, 10589, 12086, 13788, 16156, 19482], [u'Suriname', 208, 240, 284, 336, 372, 363, 354], [u'Swaziland', 277, 311, 352, 399, 455, 521, 611], [u'Sweden', 7014, 7262, 7480, 7734, 8043, 8193, 8310], [u'\\xa0Switzerland', 4694, 4980, 5362, 5943, 6267, 6404, 6385], [u'Syria', 3495, 3938, 4533, 5326, 6258, 7407, 8752], [u'Taiwan', 7981, 9486, 11209, 12978, 14598, 16122, 17848], [u'']]\n"
       ]
      }
     ],
     "prompt_number": 461
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "population_df = []\n",
      "for table in population_tables:\n",
      "    table_df = pd.DataFrame(rows_data, columns=column_names)\n",
      "    table_df = table_df.set_index(['Country or territory'])\n",
      "    table_df = table_df.applymap(np.int32)\n",
      "print table_df.shape\n",
      "table_df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "(198, 7)\n"
       ]
      },
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>1950</th>\n",
        "      <th>1955</th>\n",
        "      <th>1960</th>\n",
        "      <th>1965</th>\n",
        "      <th>1970</th>\n",
        "      <th>1975</th>\n",
        "      <th>1980</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Country or territory</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>Afghanistan</th>\n",
        "      <td> 8150</td>\n",
        "      <td> 8891</td>\n",
        "      <td>  9829</td>\n",
        "      <td> 10998</td>\n",
        "      <td> 12431</td>\n",
        "      <td> 14132</td>\n",
        "      <td> 15044</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Albania</th>\n",
        "      <td> 1227</td>\n",
        "      <td> 1392</td>\n",
        "      <td>  1623</td>\n",
        "      <td>  1884</td>\n",
        "      <td>  2157</td>\n",
        "      <td>  2401</td>\n",
        "      <td>  2671</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Algeria</th>\n",
        "      <td> 8893</td>\n",
        "      <td> 9842</td>\n",
        "      <td> 10909</td>\n",
        "      <td> 11963</td>\n",
        "      <td> 13932</td>\n",
        "      <td> 16140</td>\n",
        "      <td> 18806</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>American Samoa</th>\n",
        "      <td>   19</td>\n",
        "      <td>   20</td>\n",
        "      <td>    20</td>\n",
        "      <td>    25</td>\n",
        "      <td>    27</td>\n",
        "      <td>    30</td>\n",
        "      <td>    32</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Andorra</th>\n",
        "      <td>    6</td>\n",
        "      <td>    6</td>\n",
        "      <td>     8</td>\n",
        "      <td>    14</td>\n",
        "      <td>    20</td>\n",
        "      <td>    27</td>\n",
        "      <td>    34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 462,
       "text": [
        "                      1950  1955   1960   1965   1970   1975   1980\n",
        "Country or territory                                               \n",
        "Afghanistan           8150  8891   9829  10998  12431  14132  15044\n",
        "Albania               1227  1392   1623   1884   2157   2401   2671\n",
        "Algeria               8893  9842  10909  11963  13932  16140  18806\n",
        "American Samoa          19    20     20     25     27     30     32\n",
        "Andorra                  6     6      8     14     20     27     34"
       ]
      }
     ],
     "prompt_number": 462
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "table_df.ix['Singapore'].plot(kind='bar')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 457,
       "text": [
        "<matplotlib.axes._subplots.AxesSubplot at 0x11dbf6590>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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kFcySl6SCTe3aNW1oLp0wz+CNV89k5smWIw0tIt6dmY82t+eBQ8CLwL7M/H6r4Ybg3LfL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\nAAAASUVORK5CYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0x124a42510>"
       ]
      }
     ],
     "prompt_number": 457
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#Singapore Economic History"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def extract(url):\n",
      "    r = requests.get(url)\n",
      "    soup = BeautifulSoup(r.content)\n",
      "#     table = soup.find('span', {\"id\": \"Economic_history\"}).findNext('table', {\"class\": \"wikitable\"})\n",
      "    table = soup.find('table', {\"class\": \"wikitable\"})\n",
      "    \n",
      "    economy = list()\n",
      "    for row in table.find_all('tr'):\n",
      "        cells = row.find_all('td')\n",
      "        if len(cells) == 5:\n",
      "            year = cells[0].string\n",
      "            gdp = cells[1].string\n",
      "            usd = cells[2].string\n",
      "            nominal = cells[3].string\n",
      "            ppp = cells[4].string\n",
      "            economy.append({'year':year, \n",
      "                         'gdp':gdp,\n",
      "                         'usd':usd,\n",
      "                         'nominal':nominal})\n",
      "        else: pass\n",
      "    return pd.DataFrame(economy)\n",
      "        \n",
      "df = extract(\"http://en.wikipedia.org/wiki/Economy_of_Singapore\")\n",
      "indexed_df = df.set_index(['year'])\n",
      "indexed_df"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>gdp</th>\n",
        "      <th>nominal</th>\n",
        "      <th>usd</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>year</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>1980</th>\n",
        "      <td>  25,117</td>\n",
        "      <td> 39.65</td>\n",
        "      <td> 2.14 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1985</th>\n",
        "      <td>  39,036</td>\n",
        "      <td> 36.63</td>\n",
        "      <td> 2.20 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1990</th>\n",
        "      <td>  66,778</td>\n",
        "      <td> 52.09</td>\n",
        "      <td> 1.81 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1995</th>\n",
        "      <td> 119,470</td>\n",
        "      <td> 86.14</td>\n",
        "      <td> 1.41 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2000</th>\n",
        "      <td> 159,840</td>\n",
        "      <td> 66.19</td>\n",
        "      <td> 1.72 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2005</th>\n",
        "      <td> 194,360</td>\n",
        "      <td> 67.54</td>\n",
        "      <td> 1.64 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2007</th>\n",
        "      <td> 224,412</td>\n",
        "      <td> 74.61</td>\n",
        "      <td> 1.42 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2008</th>\n",
        "      <td> 235,632</td>\n",
        "      <td> 73.71</td>\n",
        "      <td> 1.37 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2009</th>\n",
        "      <td> 268,900</td>\n",
        "      <td> 78.53</td>\n",
        "      <td> 1.50 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2010</th>\n",
        "      <td> 309,400</td>\n",
        "      <td> 82.13</td>\n",
        "      <td> 1.32 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2011</th>\n",
        "      <td> 270,020</td>\n",
        "      <td>     \u2013</td>\n",
        "      <td> 1.29 Singapore Dollars</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2013</th>\n",
        "      <td>       \u2013</td>\n",
        "      <td>     \u2013</td>\n",
        "      <td> 1.25 Singapore Dollars</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 401,
       "text": [
        "          gdp nominal                     usd\n",
        "year                                         \n",
        "1980   25,117   39.65  2.14 Singapore Dollars\n",
        "1985   39,036   36.63  2.20 Singapore Dollars\n",
        "1990   66,778   52.09  1.81 Singapore Dollars\n",
        "1995  119,470   86.14  1.41 Singapore Dollars\n",
        "2000  159,840   66.19  1.72 Singapore Dollars\n",
        "2005  194,360   67.54  1.64 Singapore Dollars\n",
        "2007  224,412   74.61  1.42 Singapore Dollars\n",
        "2008  235,632   73.71  1.37 Singapore Dollars\n",
        "2009  268,900   78.53  1.50 Singapore Dollars\n",
        "2010  309,400   82.13  1.32 Singapore Dollars\n",
        "2011  270,020       \u2013  1.29 Singapore Dollars\n",
        "2013        \u2013       \u2013  1.25 Singapore Dollars"
       ]
      }
     ],
     "prompt_number": 401
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#International Trade Agreements"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def trade(url):\n",
      "    r = requests.get(url)\n",
      "    soup = BeautifulSoup(r.text)\n",
      "#     table = soup.find('span', {\"id\": \"Economic_history\"}).findNext('table', {\"class\": \"wikitable\"})\n",
      "    table = soup.find('table', {\"class\": \"wikitable sortable\"})\n",
      "    \n",
      "    int_trade = list()\n",
      "    for row in table.find_all('tr'):\n",
      "        cells = row.find_all('td')\n",
      "        if len(cells) == 7:\n",
      "            economy = cells[0].string\n",
      "            agreement = cells[1].string\n",
      "            concluded = cells[3].string\n",
      "            signed = cells[4].string\n",
      "            effective = cells[5].string\n",
      "            int_trade.append({'economy':economy, \n",
      "                              'agreement':agreement,\n",
      "                              'concluded':concluded,\n",
      "                              'effective':effective})\n",
      "        else: pass\n",
      "    return pd.DataFrame(int_trade)\n",
      "        \n",
      "df = trade(\"http://en.wikipedia.org/wiki/Economy_of_Singapore\")\n",
      "indexed_df = df.set_index(['economy'])\n",
      "indexed_df"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>agreement</th>\n",
        "      <th>concluded</th>\n",
        "      <th>effective</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>economy</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>New Zealand</th>\n",
        "      <td> Agreement between New Zealand and Singapore on...</td>\n",
        "      <td>   18 August 2000</td>\n",
        "      <td> 1 January 2001</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>European Free Trade Association</th>\n",
        "      <td>   Agreement between the EFTA States and Singapore</td>\n",
        "      <td>    11 April 2002</td>\n",
        "      <td> 1 January 2003</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>United States</th>\n",
        "      <td>      United States-Singapore Free Trade Agreement</td>\n",
        "      <td> 19 November 2002</td>\n",
        "      <td> 1 January 2004</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Jordan</th>\n",
        "      <td>             Singapore Jordan Free Trade Agreement</td>\n",
        "      <td>    29 April 2004</td>\n",
        "      <td>              \u00a0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Brunei</th>\n",
        "      <td> Trans-Pacific Strategic Economic Partnership A...</td>\n",
        "      <td>                \u00a0</td>\n",
        "      <td> 1 January 2006</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>India</th>\n",
        "      <td> India \u2013 Singapore Comprehensive Economic Coope...</td>\n",
        "      <td>    November 2004</td>\n",
        "      <td>  1 August 2005</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Korea</th>\n",
        "      <td>              Korea-Singapore Free Trade Agreement</td>\n",
        "      <td> 28 November 2004</td>\n",
        "      <td>       End 2005</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Peru</th>\n",
        "      <td>               Peru-Singapore Free Trade Agreement</td>\n",
        "      <td>   September 2007</td>\n",
        "      <td>     Early 2009</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 296,
       "text": [
        "                                                                         agreement         concluded       effective\n",
        "economy                                                                                                             \n",
        "New Zealand                      Agreement between New Zealand and Singapore on...    18 August 2000  1 January 2001\n",
        "European Free Trade Association    Agreement between the EFTA States and Singapore     11 April 2002  1 January 2003\n",
        "United States                         United States-Singapore Free Trade Agreement  19 November 2002  1 January 2004\n",
        "Jordan                                       Singapore Jordan Free Trade Agreement     29 April 2004               \u00a0\n",
        "Brunei                           Trans-Pacific Strategic Economic Partnership A...                 \u00a0  1 January 2006\n",
        "India                            India \u2013 Singapore Comprehensive Economic Coope...     November 2004   1 August 2005\n",
        "Korea                                         Korea-Singapore Free Trade Agreement  28 November 2004        End 2005\n",
        "Peru                                           Peru-Singapore Free Trade Agreement    September 2007      Early 2009"
       ]
      }
     ],
     "prompt_number": 296
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#American Presidents"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "SITE = \"https://en.wikipedia.org/wiki/List_of_Presidents_of_the_United_States\"\n",
      "\n",
      "def get_date(cells):\n",
      "    date = cells.find('span', {'class': 'date'})\n",
      "    if date is not None: date = str(date.string)\n",
      "    else: pass\n",
      "    if date: date = datetime.strptime(date.strip(), \"%B %d, %Y\")\n",
      "    return date\n",
      "\n",
      "def pres(url):\n",
      "    r = requests.get(url)\n",
      "    soup = BeautifulSoup(r.content)\n",
      "    table = soup.find('table', {\"class\": \"wikitable\"})\n",
      "    \n",
      "    pres_list = list()\n",
      "    for row in table.find_all('tr'):\n",
      "        cells = row.find_all('td')\n",
      "        if len(cells) > 4:\n",
      "            pres= cells[1].findAll('a')[0].string\n",
      "            took_office = get_date(cells[2])\n",
      "            left_office = get_date(cells[3])\n",
      "            party= cells[4].findAll('a')[0].string\n",
      "            pres_list.append({'pres':pres, \n",
      "                              'took_office':took_office,\n",
      "                              'left_office':left_office,\n",
      "                              'party':party})\n",
      "        else: pass\n",
      "    return pd.DataFrame(pres_list)\n",
      "        \n",
      "df = pres(SITE)\n",
      "indexed_df = df.set_index(['pres'])\n",
      "indexed_df.sort_index()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>left_office</th>\n",
        "      <th>party</th>\n",
        "      <th>took_office</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>pres</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>Abraham Lincoln</th>\n",
        "      <td>1865-04-15</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1861-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Andrew Jackson</th>\n",
        "      <td>1837-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1829-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Andrew Johnson</th>\n",
        "      <td>1869-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1865-04-15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Barack Obama</th>\n",
        "      <td>       NaT</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>2009-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Benjamin Harrison</th>\n",
        "      <td>1893-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1889-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bill Clinton</th>\n",
        "      <td>2001-01-20</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1993-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Calvin Coolidge</th>\n",
        "      <td>1929-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1923-08-02</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Chester A. Arthur</th>\n",
        "      <td>1885-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1881-09-19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Dwight D. Eisenhower</th>\n",
        "      <td>1961-01-20</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1953-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Franklin D. Roosevelt</th>\n",
        "      <td>       NaT</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>       NaT</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Franklin Pierce</th>\n",
        "      <td>1857-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1853-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>George H. W. Bush</th>\n",
        "      <td>1993-01-20</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1989-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>George W. Bush</th>\n",
        "      <td>2009-01-20</td>\n",
        "      <td> Republican</td>\n",
        "      <td>2001-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>George Washington</th>\n",
        "      <td>1797-03-04</td>\n",
        "      <td>        n/a</td>\n",
        "      <td>1789-04-30</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Gerald Ford</th>\n",
        "      <td>1977-01-20</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1974-08-09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Grover Cleveland</th>\n",
        "      <td>1889-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1885-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Grover Cleveland</th>\n",
        "      <td>1897-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1893-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Harry S. Truman</th>\n",
        "      <td>1953-01-20</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1945-04-12</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Herbert Hoover</th>\n",
        "      <td>1933-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1929-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>James A. Garfield</th>\n",
        "      <td>1881-09-19</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1881-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>James Buchanan</th>\n",
        "      <td>1861-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1857-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>James K. Polk</th>\n",
        "      <td>1849-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1845-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>James Madison</th>\n",
        "      <td>1817-03-04</td>\n",
        "      <td>       None</td>\n",
        "      <td>1809-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>James Monroe</th>\n",
        "      <td>1825-03-04</td>\n",
        "      <td>       None</td>\n",
        "      <td>1817-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Jimmy Carter</th>\n",
        "      <td>1981-01-20</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1977-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>John Adams</th>\n",
        "      <td>1801-03-04</td>\n",
        "      <td> Federalist</td>\n",
        "      <td>1797-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>John F. Kennedy</th>\n",
        "      <td>1963-11-22</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1961-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>John Quincy Adams</th>\n",
        "      <td>1829-03-04</td>\n",
        "      <td>       None</td>\n",
        "      <td>1825-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>John Tyler</th>\n",
        "      <td>1845-03-04</td>\n",
        "      <td>       Whig</td>\n",
        "      <td>1841-04-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Lyndon B. Johnson</th>\n",
        "      <td>1969-01-20</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1963-11-22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Martin Van Buren</th>\n",
        "      <td>1841-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1837-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Millard Fillmore</th>\n",
        "      <td>1853-03-04</td>\n",
        "      <td>       Whig</td>\n",
        "      <td>1850-07-09</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Richard Nixon</th>\n",
        "      <td>1974-08-09</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1969-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Ronald Reagan</th>\n",
        "      <td>1989-01-20</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1981-01-20</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Rutherford B. Hayes</th>\n",
        "      <td>1881-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1877-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Theodore Roosevelt</th>\n",
        "      <td>1909-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1901-09-14</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Thomas Jefferson</th>\n",
        "      <td>1809-03-04</td>\n",
        "      <td>       None</td>\n",
        "      <td>1801-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Ulysses S. Grant</th>\n",
        "      <td>1877-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1869-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Warren G. Harding</th>\n",
        "      <td>1923-08-02</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1921-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>William Henry Harrison</th>\n",
        "      <td>1841-04-04</td>\n",
        "      <td>       Whig</td>\n",
        "      <td>1841-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>William Howard Taft</th>\n",
        "      <td>1913-03-04</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1909-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>William McKinley</th>\n",
        "      <td>1901-09-14</td>\n",
        "      <td> Republican</td>\n",
        "      <td>1897-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Woodrow Wilson</th>\n",
        "      <td>1921-03-04</td>\n",
        "      <td> Democratic</td>\n",
        "      <td>1913-03-04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Zachary Taylor</th>\n",
        "      <td>1850-07-09</td>\n",
        "      <td>       Whig</td>\n",
        "      <td>1849-03-04</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 402,
       "text": [
        "                       left_office       party took_office\n",
        "pres                                                      \n",
        "Abraham Lincoln         1865-04-15  Republican  1861-03-04\n",
        "Andrew Jackson          1837-03-04  Democratic  1829-03-04\n",
        "Andrew Johnson          1869-03-04  Democratic  1865-04-15\n",
        "Barack Obama                   NaT  Democratic  2009-01-20\n",
        "Benjamin Harrison       1893-03-04  Republican  1889-03-04\n",
        "Bill Clinton            2001-01-20  Democratic  1993-01-20\n",
        "Calvin Coolidge         1929-03-04  Republican  1923-08-02\n",
        "Chester A. Arthur       1885-03-04  Republican  1881-09-19\n",
        "Dwight D. Eisenhower    1961-01-20  Republican  1953-01-20\n",
        "Franklin D. Roosevelt          NaT  Democratic         NaT\n",
        "Franklin Pierce         1857-03-04  Democratic  1853-03-04\n",
        "George H. W. Bush       1993-01-20  Republican  1989-01-20\n",
        "George W. Bush          2009-01-20  Republican  2001-01-20\n",
        "George Washington       1797-03-04         n/a  1789-04-30\n",
        "Gerald Ford             1977-01-20  Republican  1974-08-09\n",
        "Grover Cleveland        1889-03-04  Democratic  1885-03-04\n",
        "Grover Cleveland        1897-03-04  Democratic  1893-03-04\n",
        "Harry S. Truman         1953-01-20  Democratic  1945-04-12\n",
        "Herbert Hoover          1933-03-04  Republican  1929-03-04\n",
        "James A. Garfield       1881-09-19  Republican  1881-03-04\n",
        "James Buchanan          1861-03-04  Democratic  1857-03-04\n",
        "James K. Polk           1849-03-04  Democratic  1845-03-04\n",
        "James Madison           1817-03-04        None  1809-03-04\n",
        "James Monroe            1825-03-04        None  1817-03-04\n",
        "Jimmy Carter            1981-01-20  Democratic  1977-01-20\n",
        "John Adams              1801-03-04  Federalist  1797-03-04\n",
        "John F. Kennedy         1963-11-22  Democratic  1961-01-20\n",
        "John Quincy Adams       1829-03-04        None  1825-03-04\n",
        "John Tyler              1845-03-04        Whig  1841-04-04\n",
        "Lyndon B. Johnson       1969-01-20  Democratic  1963-11-22\n",
        "Martin Van Buren        1841-03-04  Democratic  1837-03-04\n",
        "Millard Fillmore        1853-03-04        Whig  1850-07-09\n",
        "Richard Nixon           1974-08-09  Republican  1969-01-20\n",
        "Ronald Reagan           1989-01-20  Republican  1981-01-20\n",
        "Rutherford B. Hayes     1881-03-04  Republican  1877-03-04\n",
        "Theodore Roosevelt      1909-03-04  Republican  1901-09-14\n",
        "Thomas Jefferson        1809-03-04        None  1801-03-04\n",
        "Ulysses S. Grant        1877-03-04  Republican  1869-03-04\n",
        "Warren G. Harding       1923-08-02  Republican  1921-03-04\n",
        "William Henry Harrison  1841-04-04        Whig  1841-03-04\n",
        "William Howard Taft     1913-03-04  Republican  1909-03-04\n",
        "William McKinley        1901-09-14  Republican  1897-03-04\n",
        "Woodrow Wilson          1921-03-04  Democratic  1913-03-04\n",
        "Zachary Taylor          1850-07-09        Whig  1849-03-04"
       ]
      }
     ],
     "prompt_number": 402
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#Largest Corporate"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "url = \"http://en.wikipedia.org/wiki/List_of_largest_corporate_profits_and_losses\"\n",
      "r = requests.get(url)\n",
      "soup = BeautifulSoup(r.content)\n",
      "table = soup.find('table', {\"class\": \"wikitable sortable\"})\n",
      "\n",
      "company_list = list()\n",
      "\n",
      "for i,row in enumerate(table.findAll(\"tr\")):\n",
      "    cells = row.findAll(\"td\")\n",
      "    if len(cells) == 9:\n",
      "        company = cells[1].find(text=True)\n",
      "        earnings = cells[8].find(text=True)\n",
      "        date = cells[5].find(text=True)\n",
      "#         industry.append(cells[2].find(text=True))\n",
      "#         country.append(cells[3].find(text=True))\n",
      "#         year.append(cells[4].find(text=True))\n",
      "#         reportdate.append(cells[5].find(text=True))\n",
      "\n",
      "#         usdinflation.append(cells[7].find(text=True))\n",
      "#         usdrealearnings.append(cells[8].find(text=True))\n",
      "        company_list.append({'company':company,\n",
      "                             'earnings':earnings,\n",
      "                             'date':date}) \n",
      "#                               \n",
      "#                               'industry':industry,\n",
      "#                               'country':country})\n",
      "    else: pass\n",
      "df = pd.DataFrame(company_list)\n",
      "df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>company</th>\n",
        "      <th>date</th>\n",
        "      <th>earnings</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>                            ExxonMobil</td>\n",
        "      <td> 31 December 2008</td>\n",
        "      <td> $50.24</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>                            ExxonMobil</td>\n",
        "      <td> 31 December 2006</td>\n",
        "      <td> $45.68</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>                            ExxonMobil</td>\n",
        "      <td> 31 December 2007</td>\n",
        "      <td> $45.13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> Industrial &amp; Commercial Bank of China</td>\n",
        "      <td> 31 December 2013</td>\n",
        "      <td> $43.01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>                            ExxonMobil</td>\n",
        "      <td> 31 December 2005</td>\n",
        "      <td> $42.85</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 403,
       "text": [
        "                                 company              date earnings\n",
        "0                             ExxonMobil  31 December 2008   $50.24\n",
        "1                             ExxonMobil  31 December 2006   $45.68\n",
        "2                             ExxonMobil  31 December 2007   $45.13\n",
        "3  Industrial & Commercial Bank of China  31 December 2013   $43.01\n",
        "4                             ExxonMobil  31 December 2005   $42.85"
       ]
      }
     ],
     "prompt_number": 403
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import re\n",
      "indexed_df = df.set_index(['company'])\n",
      "indexed_df['earnings'] = indexed_df['earnings'].str.replace(r'\\D+', '').astype('int') / 100\n",
      "indexed_df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>date</th>\n",
        "      <th>earnings</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>company</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>ExxonMobil</th>\n",
        "      <td> 31 December 2008</td>\n",
        "      <td> 50.24</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>ExxonMobil</th>\n",
        "      <td> 31 December 2006</td>\n",
        "      <td> 45.68</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>ExxonMobil</th>\n",
        "      <td> 31 December 2007</td>\n",
        "      <td> 45.13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Industrial &amp; Commercial Bank of China</th>\n",
        "      <td> 31 December 2013</td>\n",
        "      <td> 43.01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>ExxonMobil</th>\n",
        "      <td> 31 December 2005</td>\n",
        "      <td> 42.85</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 405,
       "text": [
        "                                                   date  earnings\n",
        "company                                                          \n",
        "ExxonMobil                             31 December 2008     50.24\n",
        "ExxonMobil                             31 December 2006     45.68\n",
        "ExxonMobil                             31 December 2007     45.13\n",
        "Industrial & Commercial Bank of China  31 December 2013     43.01\n",
        "ExxonMobil                             31 December 2005     42.85"
       ]
      }
     ],
     "prompt_number": 405
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "indexed_df.plot(kind='bar')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 406,
       "text": [
        "<matplotlib.axes._subplots.AxesSubplot at 0x11c3cd550>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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MlLSFEKJCKGkLEUiVx79j0RGDbSw6NKYtRMGEjH93rmAZtLY8xFY0FyVtIQokJMHnnQyt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\n+iGtjQAAAABJRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x11c37cb10>"
       ]
      }
     ],
     "prompt_number": 406
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#Chicago reader"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from bs4 import BeautifulSoup\n",
      "from urllib2 import urlopen\n",
      "from time import sleep\n",
      "\n",
      "r = requests.get('http://www.chicagoreader.com/chicago/best-of-chicago-2011-food-drink/BestOf?oid=4106228')\n",
      "soup = BeautifulSoup(r.content)\n",
      "\n",
      "links_section = soup.find(name='dl', attrs={'class':'boccat'})\n",
      "link_rows = links_section.find_all(name='dd')\n",
      "\n",
      "category_links = [\"http://www.chicagoreader.com\" + row.a['href'] for row in link_rows]\n",
      "\n",
      "def get_category_winners(category_link):\n",
      "    r = requests.get(category_link)\n",
      "    soup = make_soup(category_link)\n",
      "    return {\"category\": soup.find(\"h1\", \"headline\").string,\n",
      "            \"url\": category_link,\n",
      "            \"winner\": [h2.string for h2 in soup.findAll(\"h2\", \"boc1\")],\n",
      "            \"runners_up\": [h2.string for h2 in soup.findAll(\"h2\", \"boc2\")]\n",
      "            }"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 407
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "get_category_winners(category_links[0])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 408,
       "text": [
        "{'category': u\"Best restaurant that's been around forever and is still worth the trip\\xa0\",\n",
        " 'runners_up': [u'Frontera Grill',\n",
        "  u'Chicago Diner  ',\n",
        "  u'Sabatino\\u2019s',\n",
        "  u'Twin Anchors'],\n",
        " 'url': 'http://www.chicagoreader.com/chicago/BestOf?category=1979894&year=2011',\n",
        " 'winner': [u'Lula Cafe']}"
       ]
      }
     ],
     "prompt_number": 408
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "data = []\n",
      "for category_link in category_links[0:5]:\n",
      "    winner = get_category_winners(category_link)\n",
      "    data.append(winner)\n",
      "    sleep(1)\n",
      "rest_df = pd.DataFrame(data)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 409
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "rest_df.head()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>category</th>\n",
        "      <th>runners_up</th>\n",
        "      <th>url</th>\n",
        "      <th>winner</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> Best restaurant that's been around forever and...</td>\n",
        "      <td> [Frontera Grill, Chicago Diner  , Sabatino\u2019s, ...</td>\n",
        "      <td> http://www.chicagoreader.com/chicago/BestOf?ca...</td>\n",
        "      <td>                                       [Lula Cafe]</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>                 Best fancy restaurant in Chicago\u00a0</td>\n",
        "      <td> [Blackbird, Girl &amp; the Goat, Green Zebra, The ...</td>\n",
        "      <td> http://www.chicagoreader.com/chicago/best-fanc...</td>\n",
        "      <td>                                         [Alinea ]</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>                          Best bang for your buck\u00a0</td>\n",
        "      <td> [Frasca Pizzeria &amp; Wine Bar, Chutney Joe\u2019s, \"M...</td>\n",
        "      <td> http://www.chicagoreader.com/chicago/best-bang...</td>\n",
        "      <td>                       [Big Star, Sultan\u2019s Market]</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>                                        Best chef\u00a0</td>\n",
        "      <td> [Grant Achatz (Alinea, Next, The Aviary), Step...</td>\n",
        "      <td> http://www.chicagoreader.com/chicago/best-chef...</td>\n",
        "      <td> [Rick Bayless (Frontera Grill, Topolobampo, Xo...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>                          Best up-and-coming chef\u00a0</td>\n",
        "      <td> [Jimmy Bannos Jr., The Purple Pig, Cesar Pined...</td>\n",
        "      <td> http://www.chicagoreader.com/chicago/best-up-a...</td>\n",
        "      <td>                 [Jeremy Kiens, \n",
        "Dunlays on Clark]</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 410,
       "text": [
        "                                            category                                         runners_up                                                url                                             winner\n",
        "0  Best restaurant that's been around forever and...  [Frontera Grill, Chicago Diner  , Sabatino\u2019s, ...  http://www.chicagoreader.com/chicago/BestOf?ca...                                        [Lula Cafe]\n",
        "1                  Best fancy restaurant in Chicago\u00a0  [Blackbird, Girl & the Goat, Green Zebra, The ...  http://www.chicagoreader.com/chicago/best-fanc...                                          [Alinea ]\n",
        "2                           Best bang for your buck\u00a0  [Frasca Pizzeria & Wine Bar, Chutney Joe\u2019s, \"M...  http://www.chicagoreader.com/chicago/best-bang...                        [Big Star, Sultan\u2019s Market]\n",
        "3                                         Best chef\u00a0  [Grant Achatz (Alinea, Next, The Aviary), Step...  http://www.chicagoreader.com/chicago/best-chef...  [Rick Bayless (Frontera Grill, Topolobampo, Xo...\n",
        "4                           Best up-and-coming chef\u00a0  [Jimmy Bannos Jr., The Purple Pig, Cesar Pined...  http://www.chicagoreader.com/chicago/best-up-a...                  [Jeremy Kiens, \n",
        "Dunlays on Clark]"
       ]
      }
     ],
     "prompt_number": 410
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#Wiki Table"
     ]
    },
    {
     "cell_type": "raw",
     "metadata": {},
     "source": [
      "def extract(url):\n",
      "    r = requests.get(url)\n",
      "    soup = BeautifulSoup(r.content)\n",
      "    table = soup.find('table', {\"class\": \"wikitable\"})\n",
      "        \n",
      "    for row in table.find_all('tr'):\n",
      "        cells = row.find_all('td')\n",
      "        if len(cells) == 8:\n",
      "            fr = cells[0].string\n",
      "            province = cells[4].string\n",
      "            print fr, province\n",
      "        else: pass\n",
      "        \n",
      "extract (\"https://fr.wikipedia.org/wiki/Liste_des_communes_de_la_R%C3%A9gion_wallonne\")"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#List of Population II"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import pandas as pd\n",
      "import matplotlib.pyplot as plt\n",
      "import requests\n",
      "from pattern import web\n",
      "\n",
      "url = 'http://en.wikipedia.org/wiki/List_of_countries_by_past_and_future_population'\n",
      "website_html = requests.get(url).text\n",
      "print \"website_html is Ok\"\n",
      "\n",
      "def get_population_html_tables(html):\n",
      "    dom = web.Element(html)\n",
      "    print 'length:',len(dom.by_tag('table'))\n",
      "    tbls = [t for t in dom.by_tag('table') if t.attributes.has_key('class')\n",
      "                                               and t.attributes['class'] == \"sortable wikitable\"]\n",
      "    return tbls\n",
      "tables = get_population_html_tables(website_html)\n",
      "def table_type(tbl):\n",
      "    headers = [th.content for th in tbl.by_tag('th')]\n",
      "    return headers[1]\n",
      "\n",
      "tables_by_type = {} \n",
      "\n",
      "def get_countries_population(tables):\n",
      "    result = {}\n",
      "    for tbl in tables:\n",
      "        tbl_headers = [ th.content for th in tbl.by_tag('th')]\n",
      "        column_idx_years = [(idx, int(header)) for idx, header in enumerate(tbl_headers) if header.isnumeric()]\n",
      "        column_idx, column_years = zip(*column_idx_years)\n",
      "        tbl_rows = [ row for row in tbl.by_tag('tr') if row.by_tag('td')]\n",
      "        for row in tbl_rows:\n",
      "            if(len(row.by_tag('td')[0].by_tag('a')) == 0):\n",
      "                countryname = (row.by_tag('td')[0].content).encode('ascii','ignore')\n",
      "            else:\n",
      "                countryname = (row.by_tag('td')[0].by_tag('a')[0].content).encode('ascii','ignore')\n",
      "            countrydata = {column_years[i]:int(row.by_tag('td')[idx].content.replace(',', ''))/1000.0 for i,idx in enumerate(column_idx)}\n",
      "            \n",
      "            if(not result.has_key(countryname)):\n",
      "                result[countryname] = {}\n",
      "            else:\n",
      "                result[countryname].update(countrydata)\n",
      "    return result\n",
      "result =  get_countries_population(tables)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "website_html is Ok\n",
        "length:"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 20\n"
       ]
      }
     ],
     "prompt_number": 485
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "df = pd.DataFrame.from_dict(result, orient='index')\n",
      "df.sort(axis=1)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>1985</th>\n",
        "      <th>1990</th>\n",
        "      <th>1995</th>\n",
        "      <th>2000</th>\n",
        "      <th>2005</th>\n",
        "      <th>2010</th>\n",
        "      <th>2015</th>\n",
        "      <th>2020</th>\n",
        "      <th>2025</th>\n",
        "      <th>2030</th>\n",
        "      <th>2035</th>\n",
        "      <th>2040</th>\n",
        "      <th>2045</th>\n",
        "      <th>2050</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>Afghanistan</th>\n",
        "      <td>   13.120</td>\n",
        "      <td>   13.568</td>\n",
        "      <td>   19.445</td>\n",
        "      <td>   22.461</td>\n",
        "      <td>   26.335</td>\n",
        "      <td>   29.121</td>\n",
        "      <td>   32.564</td>\n",
        "      <td>   36.644</td>\n",
        "      <td>   41.117</td>\n",
        "      <td>   45.665</td>\n",
        "      <td>   50.195</td>\n",
        "      <td>   54.717</td>\n",
        "      <td>   59.255</td>\n",
        "      <td>   63.795</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Africa</th>\n",
        "      <td>  554.360</td>\n",
        "      <td>  632.182</td>\n",
        "      <td>  715.401</td>\n",
        "      <td>  807.046</td>\n",
        "      <td>  911.699</td>\n",
        "      <td> 1027.923</td>\n",
        "      <td> 1154.023</td>\n",
        "      <td> 1288.647</td>\n",
        "      <td> 1431.595</td>\n",
        "      <td> 1583.358</td>\n",
        "      <td> 1744.030</td>\n",
        "      <td> 1912.953</td>\n",
        "      <td> 2088.833</td>\n",
        "      <td> 2270.576</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Albania</th>\n",
        "      <td>    2.957</td>\n",
        "      <td>    3.245</td>\n",
        "      <td>    3.158</td>\n",
        "      <td>    3.158</td>\n",
        "      <td>    3.025</td>\n",
        "      <td>    2.987</td>\n",
        "      <td>    3.029</td>\n",
        "      <td>    3.075</td>\n",
        "      <td>    3.105</td>\n",
        "      <td>    3.103</td>\n",
        "      <td>    3.062</td>\n",
        "      <td>    2.994</td>\n",
        "      <td>    2.912</td>\n",
        "      <td>    2.824</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Algeria</th>\n",
        "      <td>   22.008</td>\n",
        "      <td>   25.089</td>\n",
        "      <td>   28.089</td>\n",
        "      <td>   30.429</td>\n",
        "      <td>   32.561</td>\n",
        "      <td>   34.586</td>\n",
        "      <td>   36.640</td>\n",
        "      <td>   38.594</td>\n",
        "      <td>   40.290</td>\n",
        "      <td>   41.641</td>\n",
        "      <td>   42.663</td>\n",
        "      <td>   43.425</td>\n",
        "      <td>   43.940</td>\n",
        "      <td>   44.163</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>American Samoa</th>\n",
        "      <td>    0.039</td>\n",
        "      <td>    0.047</td>\n",
        "      <td>    0.054</td>\n",
        "      <td>    0.058</td>\n",
        "      <td>    0.062</td>\n",
        "      <td>    0.066</td>\n",
        "      <td>    0.071</td>\n",
        "      <td>    0.075</td>\n",
        "      <td>    0.079</td>\n",
        "      <td>    0.084</td>\n",
        "      <td>    0.087</td>\n",
        "      <td>    0.091</td>\n",
        "      <td>    0.095</td>\n",
        "      <td>    0.098</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Andorra</th>\n",
        "      <td>    0.045</td>\n",
        "      <td>    0.053</td>\n",
        "      <td>    0.063</td>\n",
        "      <td>    0.065</td>\n",
        "      <td>    0.076</td>\n",
        "      <td>    0.085</td>\n",
        "      <td>    0.086</td>\n",
        "      <td>    0.086</td>\n",
        "      <td>    0.085</td>\n",
        "      <td>    0.084</td>\n",
        "      <td>    0.083</td>\n",
        "      <td>    0.081</td>\n",
        "      <td>    0.078</td>\n",
        "      <td>    0.075</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Angola</th>\n",
        "      <td>    8.390</td>\n",
        "      <td>    9.485</td>\n",
        "      <td>   11.000</td>\n",
        "      <td>   12.683</td>\n",
        "      <td>   14.770</td>\n",
        "      <td>   17.043</td>\n",
        "      <td>   19.625</td>\n",
        "      <td>   22.484</td>\n",
        "      <td>   25.673</td>\n",
        "      <td>   29.155</td>\n",
        "      <td>   32.910</td>\n",
        "      <td>   36.948</td>\n",
        "      <td>   41.280</td>\n",
        "      <td>   45.888</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Anguilla</th>\n",
        "      <td>    0.007</td>\n",
        "      <td>    0.008</td>\n",
        "      <td>    0.010</td>\n",
        "      <td>    0.011</td>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.015</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.018</td>\n",
        "      <td>    0.020</td>\n",
        "      <td>    0.021</td>\n",
        "      <td>    0.023</td>\n",
        "      <td>    0.024</td>\n",
        "      <td>    0.026</td>\n",
        "      <td>    0.027</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Antigua and Barbuda</th>\n",
        "      <td>    0.064</td>\n",
        "      <td>    0.064</td>\n",
        "      <td>    0.069</td>\n",
        "      <td>    0.075</td>\n",
        "      <td>    0.081</td>\n",
        "      <td>    0.087</td>\n",
        "      <td>    0.092</td>\n",
        "      <td>    0.098</td>\n",
        "      <td>    0.104</td>\n",
        "      <td>    0.109</td>\n",
        "      <td>    0.114</td>\n",
        "      <td>    0.117</td>\n",
        "      <td>    0.120</td>\n",
        "      <td>    0.123</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Argentina</th>\n",
        "      <td>   30.672</td>\n",
        "      <td>   33.036</td>\n",
        "      <td>   35.274</td>\n",
        "      <td>   37.336</td>\n",
        "      <td>   39.181</td>\n",
        "      <td>   41.343</td>\n",
        "      <td>   43.432</td>\n",
        "      <td>   45.379</td>\n",
        "      <td>   47.165</td>\n",
        "      <td>   48.795</td>\n",
        "      <td>   50.273</td>\n",
        "      <td>   51.573</td>\n",
        "      <td>   52.663</td>\n",
        "      <td>   53.511</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Armenia</th>\n",
        "      <td>    3.374</td>\n",
        "      <td>    3.377</td>\n",
        "      <td>    3.069</td>\n",
        "      <td>    3.043</td>\n",
        "      <td>    2.983</td>\n",
        "      <td>    2.967</td>\n",
        "      <td>    2.984</td>\n",
        "      <td>    3.017</td>\n",
        "      <td>    3.044</td>\n",
        "      <td>    3.051</td>\n",
        "      <td>    3.042</td>\n",
        "      <td>    3.023</td>\n",
        "      <td>    2.991</td>\n",
        "      <td>    2.943</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Aruba</th>\n",
        "      <td>    0.062</td>\n",
        "      <td>    0.063</td>\n",
        "      <td>    0.080</td>\n",
        "      <td>    0.090</td>\n",
        "      <td>    0.097</td>\n",
        "      <td>    0.105</td>\n",
        "      <td>    0.112</td>\n",
        "      <td>    0.119</td>\n",
        "      <td>    0.126</td>\n",
        "      <td>    0.132</td>\n",
        "      <td>    0.137</td>\n",
        "      <td>    0.142</td>\n",
        "      <td>    0.147</td>\n",
        "      <td>    0.151</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Asia</th>\n",
        "      <td> 2907.011</td>\n",
        "      <td> 3189.623</td>\n",
        "      <td> 3451.305</td>\n",
        "      <td> 3693.640</td>\n",
        "      <td> 3919.408</td>\n",
        "      <td> 4138.387</td>\n",
        "      <td> 4347.495</td>\n",
        "      <td> 4543.042</td>\n",
        "      <td> 4715.451</td>\n",
        "      <td> 4861.192</td>\n",
        "      <td> 4981.352</td>\n",
        "      <td> 5078.184</td>\n",
        "      <td> 5153.038</td>\n",
        "      <td> 5205.799</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Australia</th>\n",
        "      <td>   15.695</td>\n",
        "      <td>   16.956</td>\n",
        "      <td>   17.976</td>\n",
        "      <td>   19.053</td>\n",
        "      <td>   20.232</td>\n",
        "      <td>   21.516</td>\n",
        "      <td>   22.751</td>\n",
        "      <td>   23.939</td>\n",
        "      <td>   25.054</td>\n",
        "      <td>   26.056</td>\n",
        "      <td>   26.931</td>\n",
        "      <td>   27.702</td>\n",
        "      <td>   28.390</td>\n",
        "      <td>   29.013</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Austria</th>\n",
        "      <td>    7.560</td>\n",
        "      <td>    7.723</td>\n",
        "      <td>    8.047</td>\n",
        "      <td>    8.113</td>\n",
        "      <td>    8.185</td>\n",
        "      <td>    8.214</td>\n",
        "      <td>    8.224</td>\n",
        "      <td>    8.220</td>\n",
        "      <td>    8.190</td>\n",
        "      <td>    8.120</td>\n",
        "      <td>    8.009</td>\n",
        "      <td>    7.867</td>\n",
        "      <td>    7.702</td>\n",
        "      <td>    7.521</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Azerbaijan</th>\n",
        "      <td>    6.845</td>\n",
        "      <td>    7.497</td>\n",
        "      <td>    8.051</td>\n",
        "      <td>    8.463</td>\n",
        "      <td>    8.825</td>\n",
        "      <td>    9.302</td>\n",
        "      <td>    9.781</td>\n",
        "      <td>   10.206</td>\n",
        "      <td>   10.534</td>\n",
        "      <td>   10.781</td>\n",
        "      <td>   10.974</td>\n",
        "      <td>   11.117</td>\n",
        "      <td>   11.201</td>\n",
        "      <td>   11.210</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bahamas</th>\n",
        "      <td>    0.228</td>\n",
        "      <td>    0.245</td>\n",
        "      <td>    0.265</td>\n",
        "      <td>    0.283</td>\n",
        "      <td>    0.297</td>\n",
        "      <td>    0.310</td>\n",
        "      <td>    0.325</td>\n",
        "      <td>    0.338</td>\n",
        "      <td>    0.349</td>\n",
        "      <td>    0.358</td>\n",
        "      <td>    0.365</td>\n",
        "      <td>    0.369</td>\n",
        "      <td>    0.371</td>\n",
        "      <td>    0.371</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bahrain</th>\n",
        "      <td>    0.423</td>\n",
        "      <td>    0.506</td>\n",
        "      <td>    0.582</td>\n",
        "      <td>    0.655</td>\n",
        "      <td>    0.916</td>\n",
        "      <td>    1.180</td>\n",
        "      <td>    1.347</td>\n",
        "      <td>    1.505</td>\n",
        "      <td>    1.580</td>\n",
        "      <td>    1.639</td>\n",
        "      <td>    1.700</td>\n",
        "      <td>    1.758</td>\n",
        "      <td>    1.806</td>\n",
        "      <td>    1.847</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bangladesh</th>\n",
        "      <td>  102.308</td>\n",
        "      <td>  112.213</td>\n",
        "      <td>  121.442</td>\n",
        "      <td>  132.151</td>\n",
        "      <td>  144.139</td>\n",
        "      <td>  156.118</td>\n",
        "      <td>  168.958</td>\n",
        "      <td>  183.109</td>\n",
        "      <td>  197.674</td>\n",
        "      <td>  211.288</td>\n",
        "      <td>  223.396</td>\n",
        "      <td>  233.778</td>\n",
        "      <td>  242.608</td>\n",
        "      <td>  250.155</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Barbados</th>\n",
        "      <td>    0.257</td>\n",
        "      <td>    0.262</td>\n",
        "      <td>    0.268</td>\n",
        "      <td>    0.274</td>\n",
        "      <td>    0.280</td>\n",
        "      <td>    0.286</td>\n",
        "      <td>    0.291</td>\n",
        "      <td>    0.295</td>\n",
        "      <td>    0.297</td>\n",
        "      <td>    0.298</td>\n",
        "      <td>    0.296</td>\n",
        "      <td>    0.293</td>\n",
        "      <td>    0.288</td>\n",
        "      <td>    0.282</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Belarus</th>\n",
        "      <td>    9.982</td>\n",
        "      <td>   10.201</td>\n",
        "      <td>   10.205</td>\n",
        "      <td>   10.034</td>\n",
        "      <td>    9.809</td>\n",
        "      <td>    9.613</td>\n",
        "      <td>    9.439</td>\n",
        "      <td>    9.249</td>\n",
        "      <td>    9.033</td>\n",
        "      <td>    8.798</td>\n",
        "      <td>    8.552</td>\n",
        "      <td>    8.296</td>\n",
        "      <td>    8.026</td>\n",
        "      <td>    7.739</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Belgium</th>\n",
        "      <td>    9.858</td>\n",
        "      <td>    9.969</td>\n",
        "      <td>   10.155</td>\n",
        "      <td>   10.264</td>\n",
        "      <td>   10.364</td>\n",
        "      <td>   10.423</td>\n",
        "      <td>   10.454</td>\n",
        "      <td>   10.465</td>\n",
        "      <td>   10.453</td>\n",
        "      <td>   10.410</td>\n",
        "      <td>   10.327</td>\n",
        "      <td>   10.206</td>\n",
        "      <td>   10.054</td>\n",
        "      <td>    9.883</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Belize</th>\n",
        "      <td>    0.166</td>\n",
        "      <td>    0.191</td>\n",
        "      <td>    0.217</td>\n",
        "      <td>    0.248</td>\n",
        "      <td>    0.281</td>\n",
        "      <td>    0.315</td>\n",
        "      <td>    0.347</td>\n",
        "      <td>    0.380</td>\n",
        "      <td>    0.411</td>\n",
        "      <td>    0.441</td>\n",
        "      <td>    0.469</td>\n",
        "      <td>    0.496</td>\n",
        "      <td>    0.521</td>\n",
        "      <td>    0.544</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Benin</th>\n",
        "      <td>    4.030</td>\n",
        "      <td>    4.705</td>\n",
        "      <td>    5.647</td>\n",
        "      <td>    6.619</td>\n",
        "      <td>    7.778</td>\n",
        "      <td>    9.056</td>\n",
        "      <td>   10.449</td>\n",
        "      <td>   11.956</td>\n",
        "      <td>   13.565</td>\n",
        "      <td>   15.248</td>\n",
        "      <td>   16.970</td>\n",
        "      <td>   18.703</td>\n",
        "      <td>   20.424</td>\n",
        "      <td>   22.119</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bermuda</th>\n",
        "      <td>    0.056</td>\n",
        "      <td>    0.058</td>\n",
        "      <td>    0.060</td>\n",
        "      <td>    0.063</td>\n",
        "      <td>    0.066</td>\n",
        "      <td>    0.068</td>\n",
        "      <td>    0.070</td>\n",
        "      <td>    0.072</td>\n",
        "      <td>    0.073</td>\n",
        "      <td>    0.073</td>\n",
        "      <td>    0.073</td>\n",
        "      <td>    0.073</td>\n",
        "      <td>    0.071</td>\n",
        "      <td>    0.070</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bhutan</th>\n",
        "      <td>    0.529</td>\n",
        "      <td>    0.615</td>\n",
        "      <td>    0.566</td>\n",
        "      <td>    0.606</td>\n",
        "      <td>    0.655</td>\n",
        "      <td>    0.700</td>\n",
        "      <td>    0.742</td>\n",
        "      <td>    0.782</td>\n",
        "      <td>    0.820</td>\n",
        "      <td>    0.855</td>\n",
        "      <td>    0.885</td>\n",
        "      <td>    0.912</td>\n",
        "      <td>    0.934</td>\n",
        "      <td>    0.952</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bolivia</th>\n",
        "      <td>    5.935</td>\n",
        "      <td>    6.574</td>\n",
        "      <td>    7.375</td>\n",
        "      <td>    8.195</td>\n",
        "      <td>    9.073</td>\n",
        "      <td>    9.947</td>\n",
        "      <td>   10.801</td>\n",
        "      <td>   11.640</td>\n",
        "      <td>   12.463</td>\n",
        "      <td>   13.262</td>\n",
        "      <td>   14.024</td>\n",
        "      <td>   14.739</td>\n",
        "      <td>   15.401</td>\n",
        "      <td>   16.004</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Bosnia and Herzegovina</th>\n",
        "      <td>    4.275</td>\n",
        "      <td>    4.424</td>\n",
        "      <td>    3.709</td>\n",
        "      <td>    4.035</td>\n",
        "      <td>    4.430</td>\n",
        "      <td>    4.622</td>\n",
        "      <td>    4.618</td>\n",
        "      <td>    4.592</td>\n",
        "      <td>    4.535</td>\n",
        "      <td>    4.448</td>\n",
        "      <td>    4.335</td>\n",
        "      <td>    4.203</td>\n",
        "      <td>    4.055</td>\n",
        "      <td>    3.892</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Botswana</th>\n",
        "      <td>    1.080</td>\n",
        "      <td>    1.265</td>\n",
        "      <td>    1.478</td>\n",
        "      <td>    1.680</td>\n",
        "      <td>    1.840</td>\n",
        "      <td>    2.029</td>\n",
        "      <td>    2.183</td>\n",
        "      <td>    2.312</td>\n",
        "      <td>    2.425</td>\n",
        "      <td>    2.519</td>\n",
        "      <td>    2.605</td>\n",
        "      <td>    2.691</td>\n",
        "      <td>    2.780</td>\n",
        "      <td>    2.871</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Brazil</th>\n",
        "      <td>  137.382</td>\n",
        "      <td>  151.170</td>\n",
        "      <td>  163.544</td>\n",
        "      <td>  176.320</td>\n",
        "      <td>  188.993</td>\n",
        "      <td>  201.103</td>\n",
        "      <td>  212.346</td>\n",
        "      <td>  222.608</td>\n",
        "      <td>  231.887</td>\n",
        "      <td>  240.173</td>\n",
        "      <td>  247.359</td>\n",
        "      <td>  253.261</td>\n",
        "      <td>  257.722</td>\n",
        "      <td>  260.692</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Tanzania</th>\n",
        "      <td>   21.618</td>\n",
        "      <td>   25.214</td>\n",
        "      <td>   29.753</td>\n",
        "      <td>   33.712</td>\n",
        "      <td>   37.771</td>\n",
        "      <td>   41.893</td>\n",
        "      <td>   46.123</td>\n",
        "      <td>   49.989</td>\n",
        "      <td>   53.428</td>\n",
        "      <td>   56.530</td>\n",
        "      <td>   59.397</td>\n",
        "      <td>   62.068</td>\n",
        "      <td>   64.548</td>\n",
        "      <td>   66.843</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Thailand</th>\n",
        "      <td>   51.342</td>\n",
        "      <td>   55.197</td>\n",
        "      <td>   58.883</td>\n",
        "      <td>   61.904</td>\n",
        "      <td>   64.235</td>\n",
        "      <td>   66.336</td>\n",
        "      <td>   68.119</td>\n",
        "      <td>   69.558</td>\n",
        "      <td>   70.644</td>\n",
        "      <td>   71.290</td>\n",
        "      <td>   71.462</td>\n",
        "      <td>   71.216</td>\n",
        "      <td>   70.584</td>\n",
        "      <td>   69.611</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>The Americas</th>\n",
        "      <td>  665.149</td>\n",
        "      <td>  720.304</td>\n",
        "      <td>  778.664</td>\n",
        "      <td>  833.295</td>\n",
        "      <td>  883.416</td>\n",
        "      <td>  931.740</td>\n",
        "      <td>  980.248</td>\n",
        "      <td> 1027.266</td>\n",
        "      <td> 1071.772</td>\n",
        "      <td> 1112.810</td>\n",
        "      <td> 1149.849</td>\n",
        "      <td> 1182.795</td>\n",
        "      <td> 1211.773</td>\n",
        "      <td> 1237.099</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Timor-Leste</th>\n",
        "      <td>    0.652</td>\n",
        "      <td>    0.746</td>\n",
        "      <td>    0.870</td>\n",
        "      <td>    0.847</td>\n",
        "      <td>    1.042</td>\n",
        "      <td>    1.155</td>\n",
        "      <td>    1.272</td>\n",
        "      <td>    1.389</td>\n",
        "      <td>    1.498</td>\n",
        "      <td>    1.600</td>\n",
        "      <td>    1.695</td>\n",
        "      <td>    1.787</td>\n",
        "      <td>    1.874</td>\n",
        "      <td>    1.955</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Togo</th>\n",
        "      <td>    3.129</td>\n",
        "      <td>    3.721</td>\n",
        "      <td>    4.203</td>\n",
        "      <td>    4.992</td>\n",
        "      <td>    5.715</td>\n",
        "      <td>    6.587</td>\n",
        "      <td>    7.552</td>\n",
        "      <td>    8.608</td>\n",
        "      <td>    9.741</td>\n",
        "      <td>   10.952</td>\n",
        "      <td>   12.245</td>\n",
        "      <td>   13.622</td>\n",
        "      <td>   15.074</td>\n",
        "      <td>   16.584</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Tonga</th>\n",
        "      <td>    0.094</td>\n",
        "      <td>    0.096</td>\n",
        "      <td>    0.097</td>\n",
        "      <td>    0.100</td>\n",
        "      <td>    0.103</td>\n",
        "      <td>    0.106</td>\n",
        "      <td>    0.107</td>\n",
        "      <td>    0.106</td>\n",
        "      <td>    0.105</td>\n",
        "      <td>    0.102</td>\n",
        "      <td>    0.099</td>\n",
        "      <td>    0.094</td>\n",
        "      <td>    0.087</td>\n",
        "      <td>    0.079</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Trinidad and Tobago</th>\n",
        "      <td>    1.189</td>\n",
        "      <td>    1.255</td>\n",
        "      <td>    1.264</td>\n",
        "      <td>    1.252</td>\n",
        "      <td>    1.237</td>\n",
        "      <td>    1.229</td>\n",
        "      <td>    1.222</td>\n",
        "      <td>    1.209</td>\n",
        "      <td>    1.184</td>\n",
        "      <td>    1.152</td>\n",
        "      <td>    1.118</td>\n",
        "      <td>    1.085</td>\n",
        "      <td>    1.054</td>\n",
        "      <td>    1.024</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Tunisia</th>\n",
        "      <td>    7.364</td>\n",
        "      <td>    8.207</td>\n",
        "      <td>    8.947</td>\n",
        "      <td>    9.508</td>\n",
        "      <td>   10.013</td>\n",
        "      <td>   10.525</td>\n",
        "      <td>   11.037</td>\n",
        "      <td>   11.494</td>\n",
        "      <td>   11.850</td>\n",
        "      <td>   12.086</td>\n",
        "      <td>   12.222</td>\n",
        "      <td>   12.284</td>\n",
        "      <td>   12.277</td>\n",
        "      <td>   12.180</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Turkey</th>\n",
        "      <td>   50.997</td>\n",
        "      <td>   56.561</td>\n",
        "      <td>   61.940</td>\n",
        "      <td>   67.329</td>\n",
        "      <td>   72.674</td>\n",
        "      <td>   77.804</td>\n",
        "      <td>   82.523</td>\n",
        "      <td>   86.757</td>\n",
        "      <td>   90.498</td>\n",
        "      <td>   93.743</td>\n",
        "      <td>   96.468</td>\n",
        "      <td>   98.601</td>\n",
        "      <td>  100.101</td>\n",
        "      <td>  100.955</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Turkmenistan</th>\n",
        "      <td>    3.240</td>\n",
        "      <td>    3.658</td>\n",
        "      <td>    4.079</td>\n",
        "      <td>    4.385</td>\n",
        "      <td>    4.664</td>\n",
        "      <td>    4.941</td>\n",
        "      <td>    5.231</td>\n",
        "      <td>    5.529</td>\n",
        "      <td>    5.800</td>\n",
        "      <td>    6.027</td>\n",
        "      <td>    6.209</td>\n",
        "      <td>    6.363</td>\n",
        "      <td>    6.497</td>\n",
        "      <td>    6.607</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Turks and Caicos Islands</th>\n",
        "      <td>    0.009</td>\n",
        "      <td>    0.012</td>\n",
        "      <td>    0.015</td>\n",
        "      <td>    0.019</td>\n",
        "      <td>    0.028</td>\n",
        "      <td>    0.043</td>\n",
        "      <td>    0.050</td>\n",
        "      <td>    0.056</td>\n",
        "      <td>    0.061</td>\n",
        "      <td>    0.066</td>\n",
        "      <td>    0.071</td>\n",
        "      <td>    0.076</td>\n",
        "      <td>    0.080</td>\n",
        "      <td>    0.084</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Tuvalu</th>\n",
        "      <td>    0.008</td>\n",
        "      <td>    0.009</td>\n",
        "      <td>    0.010</td>\n",
        "      <td>    0.010</td>\n",
        "      <td>    0.010</td>\n",
        "      <td>    0.010</td>\n",
        "      <td>    0.011</td>\n",
        "      <td>    0.011</td>\n",
        "      <td>    0.012</td>\n",
        "      <td>    0.012</td>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.013</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Uganda</th>\n",
        "      <td>   14.392</td>\n",
        "      <td>   17.456</td>\n",
        "      <td>   20.690</td>\n",
        "      <td>   23.956</td>\n",
        "      <td>   28.199</td>\n",
        "      <td>   33.399</td>\n",
        "      <td>   39.941</td>\n",
        "      <td>   47.691</td>\n",
        "      <td>   56.745</td>\n",
        "      <td>   67.286</td>\n",
        "      <td>   79.524</td>\n",
        "      <td>   93.632</td>\n",
        "      <td>  109.752</td>\n",
        "      <td>  128.008</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Ukraine</th>\n",
        "      <td>   50.944</td>\n",
        "      <td>   51.622</td>\n",
        "      <td>   51.245</td>\n",
        "      <td>   49.005</td>\n",
        "      <td>   46.959</td>\n",
        "      <td>   45.416</td>\n",
        "      <td>   44.009</td>\n",
        "      <td>   42.561</td>\n",
        "      <td>   41.038</td>\n",
        "      <td>   39.492</td>\n",
        "      <td>   37.981</td>\n",
        "      <td>   36.513</td>\n",
        "      <td>   35.054</td>\n",
        "      <td>   33.574</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>United Arab Emirates</th>\n",
        "      <td>    1.363</td>\n",
        "      <td>    1.826</td>\n",
        "      <td>    2.458</td>\n",
        "      <td>    3.219</td>\n",
        "      <td>    4.087</td>\n",
        "      <td>    4.976</td>\n",
        "      <td>    5.780</td>\n",
        "      <td>    6.495</td>\n",
        "      <td>    7.063</td>\n",
        "      <td>    7.484</td>\n",
        "      <td>    7.773</td>\n",
        "      <td>    7.948</td>\n",
        "      <td>    8.024</td>\n",
        "      <td>    8.019</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>United Kingdom</th>\n",
        "      <td>   56.584</td>\n",
        "      <td>   57.411</td>\n",
        "      <td>   58.187</td>\n",
        "      <td>   59.140</td>\n",
        "      <td>   60.487</td>\n",
        "      <td>   62.348</td>\n",
        "      <td>   64.088</td>\n",
        "      <td>   65.761</td>\n",
        "      <td>   67.244</td>\n",
        "      <td>   68.451</td>\n",
        "      <td>   69.394</td>\n",
        "      <td>   70.148</td>\n",
        "      <td>   70.742</td>\n",
        "      <td>   71.154</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>United States</th>\n",
        "      <td>  237.924</td>\n",
        "      <td>  249.623</td>\n",
        "      <td>  266.278</td>\n",
        "      <td>  282.172</td>\n",
        "      <td>  295.753</td>\n",
        "      <td>  308.282</td>\n",
        "      <td>  322.371</td>\n",
        "      <td>  336.836</td>\n",
        "      <td>  351.353</td>\n",
        "      <td>  365.683</td>\n",
        "      <td>  379.810</td>\n",
        "      <td>  393.856</td>\n",
        "      <td>  408.012</td>\n",
        "      <td>  422.554</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>United States Virgin Islands</th>\n",
        "      <td>    0.101</td>\n",
        "      <td>    0.104</td>\n",
        "      <td>    0.108</td>\n",
        "      <td>    0.109</td>\n",
        "      <td>    0.110</td>\n",
        "      <td>    0.110</td>\n",
        "      <td>    0.109</td>\n",
        "      <td>    0.108</td>\n",
        "      <td>    0.107</td>\n",
        "      <td>    0.105</td>\n",
        "      <td>    0.102</td>\n",
        "      <td>    0.099</td>\n",
        "      <td>    0.096</td>\n",
        "      <td>    0.092</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Uruguay</th>\n",
        "      <td>    3.019</td>\n",
        "      <td>    3.085</td>\n",
        "      <td>    3.150</td>\n",
        "      <td>    3.220</td>\n",
        "      <td>    3.265</td>\n",
        "      <td>    3.301</td>\n",
        "      <td>    3.342</td>\n",
        "      <td>    3.388</td>\n",
        "      <td>    3.432</td>\n",
        "      <td>    3.467</td>\n",
        "      <td>    3.485</td>\n",
        "      <td>    3.500</td>\n",
        "      <td>    3.503</td>\n",
        "      <td>    3.495</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Uzbekistan</th>\n",
        "      <td>   18.215</td>\n",
        "      <td>   20.530</td>\n",
        "      <td>   23.067</td>\n",
        "      <td>   25.042</td>\n",
        "      <td>   26.540</td>\n",
        "      <td>   27.866</td>\n",
        "      <td>   29.200</td>\n",
        "      <td>   30.565</td>\n",
        "      <td>   31.824</td>\n",
        "      <td>   32.855</td>\n",
        "      <td>   33.653</td>\n",
        "      <td>   34.278</td>\n",
        "      <td>   34.768</td>\n",
        "      <td>   35.116</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Vanuatu</th>\n",
        "      <td>    0.135</td>\n",
        "      <td>    0.154</td>\n",
        "      <td>    0.173</td>\n",
        "      <td>    0.190</td>\n",
        "      <td>    0.206</td>\n",
        "      <td>    0.222</td>\n",
        "      <td>    0.236</td>\n",
        "      <td>    0.251</td>\n",
        "      <td>    0.264</td>\n",
        "      <td>    0.276</td>\n",
        "      <td>    0.287</td>\n",
        "      <td>    0.296</td>\n",
        "      <td>    0.305</td>\n",
        "      <td>    0.312</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Venezuela</th>\n",
        "      <td>   16.998</td>\n",
        "      <td>   19.325</td>\n",
        "      <td>   21.549</td>\n",
        "      <td>   23.493</td>\n",
        "      <td>   25.269</td>\n",
        "      <td>   27.223</td>\n",
        "      <td>   29.275</td>\n",
        "      <td>   31.276</td>\n",
        "      <td>   33.189</td>\n",
        "      <td>   34.958</td>\n",
        "      <td>   36.543</td>\n",
        "      <td>   37.942</td>\n",
        "      <td>   39.173</td>\n",
        "      <td>   40.256</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Vietnam</th>\n",
        "      <td>   60.093</td>\n",
        "      <td>   67.258</td>\n",
        "      <td>   73.783</td>\n",
        "      <td>   79.178</td>\n",
        "      <td>   84.425</td>\n",
        "      <td>   89.571</td>\n",
        "      <td>   94.349</td>\n",
        "      <td>   98.721</td>\n",
        "      <td>  102.459</td>\n",
        "      <td>  105.478</td>\n",
        "      <td>  107.843</td>\n",
        "      <td>  109.601</td>\n",
        "      <td>  110.717</td>\n",
        "      <td>  111.174</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Wallis and Futuna</th>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.013</td>\n",
        "      <td>    0.014</td>\n",
        "      <td>    0.015</td>\n",
        "      <td>    0.015</td>\n",
        "      <td>    0.015</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "      <td>    0.016</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>West Bank</th>\n",
        "      <td>    1.044</td>\n",
        "      <td>    1.253</td>\n",
        "      <td>    1.621</td>\n",
        "      <td>    1.980</td>\n",
        "      <td>    2.247</td>\n",
        "      <td>    2.515</td>\n",
        "      <td>    2.785</td>\n",
        "      <td>    3.058</td>\n",
        "      <td>    3.328</td>\n",
        "      <td>    3.588</td>\n",
        "      <td>    3.827</td>\n",
        "      <td>    4.041</td>\n",
        "      <td>    4.225</td>\n",
        "      <td>    4.376</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Western Europe</th>\n",
        "      <td>  371.734</td>\n",
        "      <td>  378.472</td>\n",
        "      <td>  386.652</td>\n",
        "      <td>  392.611</td>\n",
        "      <td>  402.246</td>\n",
        "      <td>  411.197</td>\n",
        "      <td>  417.598</td>\n",
        "      <td>  423.163</td>\n",
        "      <td>  426.909</td>\n",
        "      <td>  428.978</td>\n",
        "      <td>  429.455</td>\n",
        "      <td>  428.395</td>\n",
        "      <td>  425.798</td>\n",
        "      <td>  421.729</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Western Sahara</th>\n",
        "      <td>    0.179</td>\n",
        "      <td>    0.217</td>\n",
        "      <td>    0.264</td>\n",
        "      <td>    0.336</td>\n",
        "      <td>    0.415</td>\n",
        "      <td>    0.492</td>\n",
        "      <td>    0.571</td>\n",
        "      <td>    0.652</td>\n",
        "      <td>    0.736</td>\n",
        "      <td>    0.821</td>\n",
        "      <td>    0.909</td>\n",
        "      <td>    0.997</td>\n",
        "      <td>    1.086</td>\n",
        "      <td>    1.173</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Yemen</th>\n",
        "      <td>   10.540</td>\n",
        "      <td>   12.416</td>\n",
        "      <td>   14.862</td>\n",
        "      <td>   17.407</td>\n",
        "      <td>   20.345</td>\n",
        "      <td>   23.495</td>\n",
        "      <td>   26.667</td>\n",
        "      <td>   29.727</td>\n",
        "      <td>   32.650</td>\n",
        "      <td>   35.473</td>\n",
        "      <td>   38.227</td>\n",
        "      <td>   40.901</td>\n",
        "      <td>   43.436</td>\n",
        "      <td>   45.781</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Zambia</th>\n",
        "      <td>    6.716</td>\n",
        "      <td>    7.858</td>\n",
        "      <td>    9.021</td>\n",
        "      <td>   10.345</td>\n",
        "      <td>   11.710</td>\n",
        "      <td>   13.460</td>\n",
        "      <td>   15.644</td>\n",
        "      <td>   18.065</td>\n",
        "      <td>   20.672</td>\n",
        "      <td>   23.491</td>\n",
        "      <td>   26.611</td>\n",
        "      <td>   30.121</td>\n",
        "      <td>   34.040</td>\n",
        "      <td>   38.372</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Zimbabwe</th>\n",
        "      <td>    8.560</td>\n",
        "      <td>   10.156</td>\n",
        "      <td>   11.159</td>\n",
        "      <td>   11.820</td>\n",
        "      <td>   11.639</td>\n",
        "      <td>   11.652</td>\n",
        "      <td>   14.230</td>\n",
        "      <td>   15.832</td>\n",
        "      <td>   17.370</td>\n",
        "      <td>   18.820</td>\n",
        "      <td>   20.281</td>\n",
        "      <td>   21.839</td>\n",
        "      <td>   23.491</td>\n",
        "      <td>   25.198</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>241 rows \u00d7 14 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 486,
       "text": [
        "                                  1985      1990      1995      2000      2005      2010      2015      2020      2025      2030      2035      2040      2045      2050\n",
        "Afghanistan                     13.120    13.568    19.445    22.461    26.335    29.121    32.564    36.644    41.117    45.665    50.195    54.717    59.255    63.795\n",
        "Africa                         554.360   632.182   715.401   807.046   911.699  1027.923  1154.023  1288.647  1431.595  1583.358  1744.030  1912.953  2088.833  2270.576\n",
        "Albania                          2.957     3.245     3.158     3.158     3.025     2.987     3.029     3.075     3.105     3.103     3.062     2.994     2.912     2.824\n",
        "Algeria                         22.008    25.089    28.089    30.429    32.561    34.586    36.640    38.594    40.290    41.641    42.663    43.425    43.940    44.163\n",
        "American Samoa                   0.039     0.047     0.054     0.058     0.062     0.066     0.071     0.075     0.079     0.084     0.087     0.091     0.095     0.098\n",
        "Andorra                          0.045     0.053     0.063     0.065     0.076     0.085     0.086     0.086     0.085     0.084     0.083     0.081     0.078     0.075\n",
        "Angola                           8.390     9.485    11.000    12.683    14.770    17.043    19.625    22.484    25.673    29.155    32.910    36.948    41.280    45.888\n",
        "Anguilla                         0.007     0.008     0.010     0.011     0.013     0.015     0.016     0.018     0.020     0.021     0.023     0.024     0.026     0.027\n",
        "Antigua and Barbuda              0.064     0.064     0.069     0.075     0.081     0.087     0.092     0.098     0.104     0.109     0.114     0.117     0.120     0.123\n",
        "Argentina                       30.672    33.036    35.274    37.336    39.181    41.343    43.432    45.379    47.165    48.795    50.273    51.573    52.663    53.511\n",
        "Armenia                          3.374     3.377     3.069     3.043     2.983     2.967     2.984     3.017     3.044     3.051     3.042     3.023     2.991     2.943\n",
        "Aruba                            0.062     0.063     0.080     0.090     0.097     0.105     0.112     0.119     0.126     0.132     0.137     0.142     0.147     0.151\n",
        "Asia                          2907.011  3189.623  3451.305  3693.640  3919.408  4138.387  4347.495  4543.042  4715.451  4861.192  4981.352  5078.184  5153.038  5205.799\n",
        "Australia                       15.695    16.956    17.976    19.053    20.232    21.516    22.751    23.939    25.054    26.056    26.931    27.702    28.390    29.013\n",
        "Austria                          7.560     7.723     8.047     8.113     8.185     8.214     8.224     8.220     8.190     8.120     8.009     7.867     7.702     7.521\n",
        "Azerbaijan                       6.845     7.497     8.051     8.463     8.825     9.302     9.781    10.206    10.534    10.781    10.974    11.117    11.201    11.210\n",
        "Bahamas                          0.228     0.245     0.265     0.283     0.297     0.310     0.325     0.338     0.349     0.358     0.365     0.369     0.371     0.371\n",
        "Bahrain                          0.423     0.506     0.582     0.655     0.916     1.180     1.347     1.505     1.580     1.639     1.700     1.758     1.806     1.847\n",
        "Bangladesh                     102.308   112.213   121.442   132.151   144.139   156.118   168.958   183.109   197.674   211.288   223.396   233.778   242.608   250.155\n",
        "Barbados                         0.257     0.262     0.268     0.274     0.280     0.286     0.291     0.295     0.297     0.298     0.296     0.293     0.288     0.282\n",
        "Belarus                          9.982    10.201    10.205    10.034     9.809     9.613     9.439     9.249     9.033     8.798     8.552     8.296     8.026     7.739\n",
        "Belgium                          9.858     9.969    10.155    10.264    10.364    10.423    10.454    10.465    10.453    10.410    10.327    10.206    10.054     9.883\n",
        "Belize                           0.166     0.191     0.217     0.248     0.281     0.315     0.347     0.380     0.411     0.441     0.469     0.496     0.521     0.544\n",
        "Benin                            4.030     4.705     5.647     6.619     7.778     9.056    10.449    11.956    13.565    15.248    16.970    18.703    20.424    22.119\n",
        "Bermuda                          0.056     0.058     0.060     0.063     0.066     0.068     0.070     0.072     0.073     0.073     0.073     0.073     0.071     0.070\n",
        "Bhutan                           0.529     0.615     0.566     0.606     0.655     0.700     0.742     0.782     0.820     0.855     0.885     0.912     0.934     0.952\n",
        "Bolivia                          5.935     6.574     7.375     8.195     9.073     9.947    10.801    11.640    12.463    13.262    14.024    14.739    15.401    16.004\n",
        "Bosnia and Herzegovina           4.275     4.424     3.709     4.035     4.430     4.622     4.618     4.592     4.535     4.448     4.335     4.203     4.055     3.892\n",
        "Botswana                         1.080     1.265     1.478     1.680     1.840     2.029     2.183     2.312     2.425     2.519     2.605     2.691     2.780     2.871\n",
        "Brazil                         137.382   151.170   163.544   176.320   188.993   201.103   212.346   222.608   231.887   240.173   247.359   253.261   257.722   260.692\n",
        "...                                ...       ...       ...       ...       ...       ...       ...       ...       ...       ...       ...       ...       ...       ...\n",
        "Tanzania                        21.618    25.214    29.753    33.712    37.771    41.893    46.123    49.989    53.428    56.530    59.397    62.068    64.548    66.843\n",
        "Thailand                        51.342    55.197    58.883    61.904    64.235    66.336    68.119    69.558    70.644    71.290    71.462    71.216    70.584    69.611\n",
        "The Americas                   665.149   720.304   778.664   833.295   883.416   931.740   980.248  1027.266  1071.772  1112.810  1149.849  1182.795  1211.773  1237.099\n",
        "Timor-Leste                      0.652     0.746     0.870     0.847     1.042     1.155     1.272     1.389     1.498     1.600     1.695     1.787     1.874     1.955\n",
        "Togo                             3.129     3.721     4.203     4.992     5.715     6.587     7.552     8.608     9.741    10.952    12.245    13.622    15.074    16.584\n",
        "Tonga                            0.094     0.096     0.097     0.100     0.103     0.106     0.107     0.106     0.105     0.102     0.099     0.094     0.087     0.079\n",
        "Trinidad and Tobago              1.189     1.255     1.264     1.252     1.237     1.229     1.222     1.209     1.184     1.152     1.118     1.085     1.054     1.024\n",
        "Tunisia                          7.364     8.207     8.947     9.508    10.013    10.525    11.037    11.494    11.850    12.086    12.222    12.284    12.277    12.180\n",
        "Turkey                          50.997    56.561    61.940    67.329    72.674    77.804    82.523    86.757    90.498    93.743    96.468    98.601   100.101   100.955\n",
        "Turkmenistan                     3.240     3.658     4.079     4.385     4.664     4.941     5.231     5.529     5.800     6.027     6.209     6.363     6.497     6.607\n",
        "Turks and Caicos Islands         0.009     0.012     0.015     0.019     0.028     0.043     0.050     0.056     0.061     0.066     0.071     0.076     0.080     0.084\n",
        "Tuvalu                           0.008     0.009     0.010     0.010     0.010     0.010     0.011     0.011     0.012     0.012     0.013     0.013     0.013     0.013\n",
        "Uganda                          14.392    17.456    20.690    23.956    28.199    33.399    39.941    47.691    56.745    67.286    79.524    93.632   109.752   128.008\n",
        "Ukraine                         50.944    51.622    51.245    49.005    46.959    45.416    44.009    42.561    41.038    39.492    37.981    36.513    35.054    33.574\n",
        "United Arab Emirates             1.363     1.826     2.458     3.219     4.087     4.976     5.780     6.495     7.063     7.484     7.773     7.948     8.024     8.019\n",
        "United Kingdom                  56.584    57.411    58.187    59.140    60.487    62.348    64.088    65.761    67.244    68.451    69.394    70.148    70.742    71.154\n",
        "United States                  237.924   249.623   266.278   282.172   295.753   308.282   322.371   336.836   351.353   365.683   379.810   393.856   408.012   422.554\n",
        "United States Virgin Islands     0.101     0.104     0.108     0.109     0.110     0.110     0.109     0.108     0.107     0.105     0.102     0.099     0.096     0.092\n",
        "Uruguay                          3.019     3.085     3.150     3.220     3.265     3.301     3.342     3.388     3.432     3.467     3.485     3.500     3.503     3.495\n",
        "Uzbekistan                      18.215    20.530    23.067    25.042    26.540    27.866    29.200    30.565    31.824    32.855    33.653    34.278    34.768    35.116\n",
        "Vanuatu                          0.135     0.154     0.173     0.190     0.206     0.222     0.236     0.251     0.264     0.276     0.287     0.296     0.305     0.312\n",
        "Venezuela                       16.998    19.325    21.549    23.493    25.269    27.223    29.275    31.276    33.189    34.958    36.543    37.942    39.173    40.256\n",
        "Vietnam                         60.093    67.258    73.783    79.178    84.425    89.571    94.349    98.721   102.459   105.478   107.843   109.601   110.717   111.174\n",
        "Wallis and Futuna                0.013     0.013     0.014     0.015     0.015     0.015     0.016     0.016     0.016     0.016     0.016     0.016     0.016     0.016\n",
        "West Bank                        1.044     1.253     1.621     1.980     2.247     2.515     2.785     3.058     3.328     3.588     3.827     4.041     4.225     4.376\n",
        "Western Europe                 371.734   378.472   386.652   392.611   402.246   411.197   417.598   423.163   426.909   428.978   429.455   428.395   425.798   421.729\n",
        "Western Sahara                   0.179     0.217     0.264     0.336     0.415     0.492     0.571     0.652     0.736     0.821     0.909     0.997     1.086     1.173\n",
        "Yemen                           10.540    12.416    14.862    17.407    20.345    23.495    26.667    29.727    32.650    35.473    38.227    40.901    43.436    45.781\n",
        "Zambia                           6.716     7.858     9.021    10.345    11.710    13.460    15.644    18.065    20.672    23.491    26.611    30.121    34.040    38.372\n",
        "Zimbabwe                         8.560    10.156    11.159    11.820    11.639    11.652    14.230    15.832    17.370    18.820    20.281    21.839    23.491    25.198\n",
        "\n",
        "[241 rows x 14 columns]"
       ]
      }
     ],
     "prompt_number": 486
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def plot_populous(df, year):\n",
      "    df_by_year = df.sort(year, ascending=False)\n",
      "\n",
      "    plt.figure()\n",
      "    for i in range(5):\n",
      "        row = df_by_year.ix[i]\n",
      "        plt.plot(row.index, row, label=row.name)\n",
      "\n",
      "    plt.ylim(ymin=0)\n",
      "    plt.xticks(rotation=70)\n",
      "    plt.legend(loc='best')\n",
      "    plt.xlabel(\"Year\")\n",
      "    plt.ylabel(\"# people (million)\")\n",
      "    plt.title(\"Most populous countries in %d\" % year)\n",
      "    plt.show()\n",
      "\n",
      "plot_populous(df, 2010)\n",
      "plot_populous(df, 2050)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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TVF9HSKCVQItGt32gV6HLLuly0XiEB1r46uJ4Vs+adtwSq97kX+98gJY4h/zy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\n",
       "text": [
        "<matplotlib.figure.Figure at 0x12e6f9f50>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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sOuzF7UpkvtvJrQvdnJabOiFDhZysDBkLS0oZbxjGsMFkpJRxhmGEHj8gyuhY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\ne6WU91rP3yOl/HZdf2kF0DGQ2iiVimSNjBrpGGl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       "text": [
        "<matplotlib.figure.Figure at 0x12e805cd0>"
       ]
      }
     ],
     "prompt_number": 488
    }
   ],
   "metadata": {}
  }
 ]
}