Population.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import ipywidgets as widgets\n",
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Country Code</th>\n",
       "      <th>Indicator Name</th>\n",
       "      <th>Indicator Code</th>\n",
       "      <th>1960</th>\n",
       "      <th>1961</th>\n",
       "      <th>1962</th>\n",
       "      <th>1963</th>\n",
       "      <th>1964</th>\n",
       "      <th>1965</th>\n",
       "      <th>1966</th>\n",
       "      <th>...</th>\n",
       "      <th>2009</th>\n",
       "      <th>2010</th>\n",
       "      <th>2011</th>\n",
       "      <th>2012</th>\n",
       "      <th>2013</th>\n",
       "      <th>2014</th>\n",
       "      <th>2015</th>\n",
       "      <th>2016</th>\n",
       "      <th>2017</th>\n",
       "      <th>Unnamed: 62</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country Name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></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>Aruba</th>\n",
       "      <td>ABW</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>54,211</td>\n",
       "      <td>55,438</td>\n",
       "      <td>56,225</td>\n",
       "      <td>56,695</td>\n",
       "      <td>57,032</td>\n",
       "      <td>57,360</td>\n",
       "      <td>57,715</td>\n",
       "      <td>...</td>\n",
       "      <td>101,453</td>\n",
       "      <td>101,669</td>\n",
       "      <td>102,053</td>\n",
       "      <td>102,577</td>\n",
       "      <td>103,187</td>\n",
       "      <td>103,795</td>\n",
       "      <td>104,341</td>\n",
       "      <td>104,822</td>\n",
       "      <td>105,264</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Afghanistan</th>\n",
       "      <td>AFG</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>8,996,351</td>\n",
       "      <td>9,166,764</td>\n",
       "      <td>9,345,868</td>\n",
       "      <td>9,533,954</td>\n",
       "      <td>9,731,361</td>\n",
       "      <td>9,938,414</td>\n",
       "      <td>10,152,331</td>\n",
       "      <td>...</td>\n",
       "      <td>28,004,331</td>\n",
       "      <td>28,803,167</td>\n",
       "      <td>29,708,599</td>\n",
       "      <td>30,696,958</td>\n",
       "      <td>31,731,688</td>\n",
       "      <td>32,758,020</td>\n",
       "      <td>33,736,494</td>\n",
       "      <td>34,656,032</td>\n",
       "      <td>35,530,081</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Angola</th>\n",
       "      <td>AGO</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>5,643,182</td>\n",
       "      <td>5,753,024</td>\n",
       "      <td>5,866,061</td>\n",
       "      <td>5,980,417</td>\n",
       "      <td>6,093,321</td>\n",
       "      <td>6,203,299</td>\n",
       "      <td>6,309,770</td>\n",
       "      <td>...</td>\n",
       "      <td>22,549,547</td>\n",
       "      <td>23,369,131</td>\n",
       "      <td>24,218,565</td>\n",
       "      <td>25,096,150</td>\n",
       "      <td>25,998,340</td>\n",
       "      <td>26,920,466</td>\n",
       "      <td>27,859,305</td>\n",
       "      <td>28,813,463</td>\n",
       "      <td>29,784,193</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Albania</th>\n",
       "      <td>ALB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>1,608,800</td>\n",
       "      <td>1,659,800</td>\n",
       "      <td>1,711,319</td>\n",
       "      <td>1,762,621</td>\n",
       "      <td>1,814,135</td>\n",
       "      <td>1,864,791</td>\n",
       "      <td>1,914,573</td>\n",
       "      <td>...</td>\n",
       "      <td>2,927,519</td>\n",
       "      <td>2,913,021</td>\n",
       "      <td>2,905,195</td>\n",
       "      <td>2,900,401</td>\n",
       "      <td>2,895,092</td>\n",
       "      <td>2,889,104</td>\n",
       "      <td>2,880,703</td>\n",
       "      <td>2,876,101</td>\n",
       "      <td>2,873,457</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Andorra</th>\n",
       "      <td>AND</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>13,411</td>\n",
       "      <td>14,375</td>\n",
       "      <td>15,370</td>\n",
       "      <td>16,412</td>\n",
       "      <td>17,469</td>\n",
       "      <td>18,549</td>\n",
       "      <td>19,647</td>\n",
       "      <td>...</td>\n",
       "      <td>84,462</td>\n",
       "      <td>84,449</td>\n",
       "      <td>83,751</td>\n",
       "      <td>82,431</td>\n",
       "      <td>80,788</td>\n",
       "      <td>79,223</td>\n",
       "      <td>78,014</td>\n",
       "      <td>77,281</td>\n",
       "      <td>76,965</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arab World</th>\n",
       "      <td>ARB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>92,490,932</td>\n",
       "      <td>95,044,497</td>\n",
       "      <td>97,682,294</td>\n",
       "      <td>100,411,076</td>\n",
       "      <td>103,239,902</td>\n",
       "      <td>106,174,988</td>\n",
       "      <td>109,230,593</td>\n",
       "      <td>...</td>\n",
       "      <td>348,145,094</td>\n",
       "      <td>356,508,908</td>\n",
       "      <td>364,895,878</td>\n",
       "      <td>373,306,993</td>\n",
       "      <td>381,702,086</td>\n",
       "      <td>390,043,028</td>\n",
       "      <td>398,304,960</td>\n",
       "      <td>406,452,690</td>\n",
       "      <td>414,491,886</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>United Arab Emirates</th>\n",
       "      <td>ARE</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>92,634</td>\n",
       "      <td>101,078</td>\n",
       "      <td>112,472</td>\n",
       "      <td>125,566</td>\n",
       "      <td>138,529</td>\n",
       "      <td>150,362</td>\n",
       "      <td>160,481</td>\n",
       "      <td>...</td>\n",
       "      <td>7,666,393</td>\n",
       "      <td>8,270,684</td>\n",
       "      <td>8,672,475</td>\n",
       "      <td>8,900,453</td>\n",
       "      <td>9,006,263</td>\n",
       "      <td>9,070,867</td>\n",
       "      <td>9,154,302</td>\n",
       "      <td>9,269,612</td>\n",
       "      <td>9,400,145</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Argentina</th>\n",
       "      <td>ARG</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>20,619,075</td>\n",
       "      <td>20,953,077</td>\n",
       "      <td>21,287,682</td>\n",
       "      <td>21,621,840</td>\n",
       "      <td>21,953,929</td>\n",
       "      <td>22,283,390</td>\n",
       "      <td>22,608,748</td>\n",
       "      <td>...</td>\n",
       "      <td>40,799,407</td>\n",
       "      <td>41,223,889</td>\n",
       "      <td>41,656,879</td>\n",
       "      <td>42,096,739</td>\n",
       "      <td>42,539,925</td>\n",
       "      <td>42,981,515</td>\n",
       "      <td>43,417,765</td>\n",
       "      <td>43,847,430</td>\n",
       "      <td>44,271,041</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Armenia</th>\n",
       "      <td>ARM</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>1,874,120</td>\n",
       "      <td>1,941,491</td>\n",
       "      <td>2,009,526</td>\n",
       "      <td>2,077,575</td>\n",
       "      <td>2,144,998</td>\n",
       "      <td>2,211,316</td>\n",
       "      <td>2,276,031</td>\n",
       "      <td>...</td>\n",
       "      <td>2,888,584</td>\n",
       "      <td>2,877,311</td>\n",
       "      <td>2,875,581</td>\n",
       "      <td>2,881,922</td>\n",
       "      <td>2,893,509</td>\n",
       "      <td>2,906,220</td>\n",
       "      <td>2,916,950</td>\n",
       "      <td>2,924,816</td>\n",
       "      <td>2,930,450</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>ASM</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>20,013</td>\n",
       "      <td>20,486</td>\n",
       "      <td>21,117</td>\n",
       "      <td>21,882</td>\n",
       "      <td>22,698</td>\n",
       "      <td>23,520</td>\n",
       "      <td>24,321</td>\n",
       "      <td>...</td>\n",
       "      <td>56,227</td>\n",
       "      <td>55,637</td>\n",
       "      <td>55,320</td>\n",
       "      <td>55,230</td>\n",
       "      <td>55,307</td>\n",
       "      <td>55,437</td>\n",
       "      <td>55,537</td>\n",
       "      <td>55,599</td>\n",
       "      <td>55,641</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Antigua and Barbuda</th>\n",
       "      <td>ATG</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>55,339</td>\n",
       "      <td>56,144</td>\n",
       "      <td>57,144</td>\n",
       "      <td>58,294</td>\n",
       "      <td>59,524</td>\n",
       "      <td>60,781</td>\n",
       "      <td>62,059</td>\n",
       "      <td>...</td>\n",
       "      <td>93,581</td>\n",
       "      <td>94,661</td>\n",
       "      <td>95,719</td>\n",
       "      <td>96,777</td>\n",
       "      <td>97,824</td>\n",
       "      <td>98,875</td>\n",
       "      <td>99,923</td>\n",
       "      <td>100,963</td>\n",
       "      <td>102,012</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Australia</th>\n",
       "      <td>AUS</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>10,276,477</td>\n",
       "      <td>10,483,000</td>\n",
       "      <td>10,742,000</td>\n",
       "      <td>10,950,000</td>\n",
       "      <td>11,167,000</td>\n",
       "      <td>11,388,000</td>\n",
       "      <td>11,651,000</td>\n",
       "      <td>...</td>\n",
       "      <td>21,691,700</td>\n",
       "      <td>22,031,750</td>\n",
       "      <td>22,340,024</td>\n",
       "      <td>22,742,475</td>\n",
       "      <td>23,145,901</td>\n",
       "      <td>23,504,138</td>\n",
       "      <td>23,850,784</td>\n",
       "      <td>24,210,809</td>\n",
       "      <td>24,598,933</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Austria</th>\n",
       "      <td>AUT</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>7,047,539</td>\n",
       "      <td>7,086,299</td>\n",
       "      <td>7,129,864</td>\n",
       "      <td>7,175,811</td>\n",
       "      <td>7,223,801</td>\n",
       "      <td>7,270,889</td>\n",
       "      <td>7,322,066</td>\n",
       "      <td>...</td>\n",
       "      <td>8,343,323</td>\n",
       "      <td>8,363,404</td>\n",
       "      <td>8,391,643</td>\n",
       "      <td>8,429,991</td>\n",
       "      <td>8,479,823</td>\n",
       "      <td>8,546,356</td>\n",
       "      <td>8,642,699</td>\n",
       "      <td>8,736,668</td>\n",
       "      <td>8,809,212</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Azerbaijan</th>\n",
       "      <td>AZE</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,895,396</td>\n",
       "      <td>4,030,320</td>\n",
       "      <td>4,171,425</td>\n",
       "      <td>4,315,128</td>\n",
       "      <td>4,456,689</td>\n",
       "      <td>4,592,610</td>\n",
       "      <td>4,721,525</td>\n",
       "      <td>...</td>\n",
       "      <td>8,947,243</td>\n",
       "      <td>9,054,332</td>\n",
       "      <td>9,173,082</td>\n",
       "      <td>9,295,784</td>\n",
       "      <td>9,416,801</td>\n",
       "      <td>9,535,079</td>\n",
       "      <td>9,649,341</td>\n",
       "      <td>9,757,812</td>\n",
       "      <td>9,862,429</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Burundi</th>\n",
       "      <td>BDI</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>2,786,106</td>\n",
       "      <td>2,839,666</td>\n",
       "      <td>2,893,669</td>\n",
       "      <td>2,949,926</td>\n",
       "      <td>3,010,859</td>\n",
       "      <td>3,077,876</td>\n",
       "      <td>3,152,723</td>\n",
       "      <td>...</td>\n",
       "      <td>8,489,031</td>\n",
       "      <td>8,766,930</td>\n",
       "      <td>9,043,508</td>\n",
       "      <td>9,319,710</td>\n",
       "      <td>9,600,186</td>\n",
       "      <td>9,891,790</td>\n",
       "      <td>10,199,270</td>\n",
       "      <td>10,524,117</td>\n",
       "      <td>10,864,245</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Belgium</th>\n",
       "      <td>BEL</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>9,153,489</td>\n",
       "      <td>9,183,948</td>\n",
       "      <td>9,220,578</td>\n",
       "      <td>9,289,770</td>\n",
       "      <td>9,378,113</td>\n",
       "      <td>9,463,667</td>\n",
       "      <td>9,527,807</td>\n",
       "      <td>...</td>\n",
       "      <td>10,796,493</td>\n",
       "      <td>10,895,586</td>\n",
       "      <td>11,047,744</td>\n",
       "      <td>11,128,246</td>\n",
       "      <td>11,182,817</td>\n",
       "      <td>11,209,057</td>\n",
       "      <td>11,274,196</td>\n",
       "      <td>11,331,422</td>\n",
       "      <td>11,372,068</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Benin</th>\n",
       "      <td>BEN</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>2,431,622</td>\n",
       "      <td>2,465,867</td>\n",
       "      <td>2,502,896</td>\n",
       "      <td>2,542,859</td>\n",
       "      <td>2,585,965</td>\n",
       "      <td>2,632,356</td>\n",
       "      <td>2,682,159</td>\n",
       "      <td>...</td>\n",
       "      <td>8,944,706</td>\n",
       "      <td>9,199,259</td>\n",
       "      <td>9,460,802</td>\n",
       "      <td>9,729,160</td>\n",
       "      <td>10,004,451</td>\n",
       "      <td>10,286,712</td>\n",
       "      <td>10,575,952</td>\n",
       "      <td>10,872,298</td>\n",
       "      <td>11,175,692</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Burkina Faso</th>\n",
       "      <td>BFA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>4,829,288</td>\n",
       "      <td>4,894,580</td>\n",
       "      <td>4,960,326</td>\n",
       "      <td>5,027,821</td>\n",
       "      <td>5,098,890</td>\n",
       "      <td>5,174,870</td>\n",
       "      <td>5,256,363</td>\n",
       "      <td>...</td>\n",
       "      <td>15,141,099</td>\n",
       "      <td>15,605,217</td>\n",
       "      <td>16,081,904</td>\n",
       "      <td>16,571,216</td>\n",
       "      <td>17,072,723</td>\n",
       "      <td>17,585,977</td>\n",
       "      <td>18,110,624</td>\n",
       "      <td>18,646,433</td>\n",
       "      <td>19,193,382</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bangladesh</th>\n",
       "      <td>BGD</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>48,199,747</td>\n",
       "      <td>49,592,802</td>\n",
       "      <td>51,030,137</td>\n",
       "      <td>52,532,417</td>\n",
       "      <td>54,129,100</td>\n",
       "      <td>55,834,038</td>\n",
       "      <td>57,672,990</td>\n",
       "      <td>...</td>\n",
       "      <td>150,454,708</td>\n",
       "      <td>152,149,102</td>\n",
       "      <td>153,911,916</td>\n",
       "      <td>155,727,053</td>\n",
       "      <td>157,571,292</td>\n",
       "      <td>159,405,279</td>\n",
       "      <td>161,200,886</td>\n",
       "      <td>162,951,560</td>\n",
       "      <td>164,669,751</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bulgaria</th>\n",
       "      <td>BGR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>7,867,374</td>\n",
       "      <td>7,943,118</td>\n",
       "      <td>8,012,946</td>\n",
       "      <td>8,078,145</td>\n",
       "      <td>8,144,340</td>\n",
       "      <td>8,204,168</td>\n",
       "      <td>8,258,057</td>\n",
       "      <td>...</td>\n",
       "      <td>7,444,443</td>\n",
       "      <td>7,395,599</td>\n",
       "      <td>7,348,328</td>\n",
       "      <td>7,305,888</td>\n",
       "      <td>7,265,115</td>\n",
       "      <td>7,223,938</td>\n",
       "      <td>7,177,991</td>\n",
       "      <td>7,127,822</td>\n",
       "      <td>7,075,991</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bahrain</th>\n",
       "      <td>BHR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>162,427</td>\n",
       "      <td>167,894</td>\n",
       "      <td>173,144</td>\n",
       "      <td>178,140</td>\n",
       "      <td>182,887</td>\n",
       "      <td>187,431</td>\n",
       "      <td>191,780</td>\n",
       "      <td>...</td>\n",
       "      <td>1,185,029</td>\n",
       "      <td>1,240,862</td>\n",
       "      <td>1,278,269</td>\n",
       "      <td>1,300,217</td>\n",
       "      <td>1,315,411</td>\n",
       "      <td>1,336,397</td>\n",
       "      <td>1,371,855</td>\n",
       "      <td>1,425,171</td>\n",
       "      <td>1,492,584</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bahamas, The</th>\n",
       "      <td>BHS</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>109,528</td>\n",
       "      <td>115,108</td>\n",
       "      <td>121,083</td>\n",
       "      <td>127,333</td>\n",
       "      <td>133,698</td>\n",
       "      <td>140,054</td>\n",
       "      <td>146,366</td>\n",
       "      <td>...</td>\n",
       "      <td>354,856</td>\n",
       "      <td>360,832</td>\n",
       "      <td>366,568</td>\n",
       "      <td>372,039</td>\n",
       "      <td>377,240</td>\n",
       "      <td>382,169</td>\n",
       "      <td>386,838</td>\n",
       "      <td>391,232</td>\n",
       "      <td>395,361</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bosnia and Herzegovina</th>\n",
       "      <td>BIH</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,225,668</td>\n",
       "      <td>3,288,602</td>\n",
       "      <td>3,353,226</td>\n",
       "      <td>3,417,574</td>\n",
       "      <td>3,478,995</td>\n",
       "      <td>3,535,640</td>\n",
       "      <td>3,586,634</td>\n",
       "      <td>...</td>\n",
       "      <td>3,746,561</td>\n",
       "      <td>3,722,084</td>\n",
       "      <td>3,688,865</td>\n",
       "      <td>3,648,200</td>\n",
       "      <td>3,604,999</td>\n",
       "      <td>3,566,002</td>\n",
       "      <td>3,535,961</td>\n",
       "      <td>3,516,816</td>\n",
       "      <td>3,507,017</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Belarus</th>\n",
       "      <td>BLR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>8,198,000</td>\n",
       "      <td>8,271,216</td>\n",
       "      <td>8,351,928</td>\n",
       "      <td>8,437,232</td>\n",
       "      <td>8,524,224</td>\n",
       "      <td>8,610,000</td>\n",
       "      <td>8,696,496</td>\n",
       "      <td>...</td>\n",
       "      <td>9,506,765</td>\n",
       "      <td>9,490,583</td>\n",
       "      <td>9,473,172</td>\n",
       "      <td>9,464,495</td>\n",
       "      <td>9,465,997</td>\n",
       "      <td>9,474,511</td>\n",
       "      <td>9,489,616</td>\n",
       "      <td>9,501,534</td>\n",
       "      <td>9,507,875</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Belize</th>\n",
       "      <td>BLZ</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>92,064</td>\n",
       "      <td>94,703</td>\n",
       "      <td>97,384</td>\n",
       "      <td>100,164</td>\n",
       "      <td>103,069</td>\n",
       "      <td>106,119</td>\n",
       "      <td>109,347</td>\n",
       "      <td>...</td>\n",
       "      <td>313,929</td>\n",
       "      <td>321,608</td>\n",
       "      <td>329,192</td>\n",
       "      <td>336,701</td>\n",
       "      <td>344,181</td>\n",
       "      <td>351,694</td>\n",
       "      <td>359,288</td>\n",
       "      <td>366,954</td>\n",
       "      <td>374,681</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bermuda</th>\n",
       "      <td>BMU</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>44,400</td>\n",
       "      <td>45,500</td>\n",
       "      <td>46,600</td>\n",
       "      <td>47,700</td>\n",
       "      <td>48,900</td>\n",
       "      <td>50,100</td>\n",
       "      <td>51,000</td>\n",
       "      <td>...</td>\n",
       "      <td>65,636</td>\n",
       "      <td>65,124</td>\n",
       "      <td>64,564</td>\n",
       "      <td>64,798</td>\n",
       "      <td>65,001</td>\n",
       "      <td>65,139</td>\n",
       "      <td>65,239</td>\n",
       "      <td>65,341</td>\n",
       "      <td>65,441</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bolivia</th>\n",
       "      <td>BOL</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,693,449</td>\n",
       "      <td>3,764,813</td>\n",
       "      <td>3,838,097</td>\n",
       "      <td>3,913,395</td>\n",
       "      <td>3,990,857</td>\n",
       "      <td>4,070,590</td>\n",
       "      <td>4,152,668</td>\n",
       "      <td>...</td>\n",
       "      <td>9,758,748</td>\n",
       "      <td>9,918,242</td>\n",
       "      <td>10,078,343</td>\n",
       "      <td>10,239,004</td>\n",
       "      <td>10,400,264</td>\n",
       "      <td>10,562,159</td>\n",
       "      <td>10,724,705</td>\n",
       "      <td>10,887,882</td>\n",
       "      <td>11,051,600</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>BRA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>72,207,554</td>\n",
       "      <td>74,351,763</td>\n",
       "      <td>76,573,248</td>\n",
       "      <td>78,854,019</td>\n",
       "      <td>81,168,654</td>\n",
       "      <td>83,498,020</td>\n",
       "      <td>85,837,799</td>\n",
       "      <td>...</td>\n",
       "      <td>194,895,996</td>\n",
       "      <td>196,796,269</td>\n",
       "      <td>198,686,688</td>\n",
       "      <td>200,560,983</td>\n",
       "      <td>202,408,632</td>\n",
       "      <td>204,213,133</td>\n",
       "      <td>205,962,108</td>\n",
       "      <td>207,652,865</td>\n",
       "      <td>209,288,278</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Barbados</th>\n",
       "      <td>BRB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>230,939</td>\n",
       "      <td>231,678</td>\n",
       "      <td>232,586</td>\n",
       "      <td>233,587</td>\n",
       "      <td>234,547</td>\n",
       "      <td>235,374</td>\n",
       "      <td>236,044</td>\n",
       "      <td>...</td>\n",
       "      <td>278,470</td>\n",
       "      <td>279,569</td>\n",
       "      <td>280,601</td>\n",
       "      <td>281,585</td>\n",
       "      <td>282,509</td>\n",
       "      <td>283,385</td>\n",
       "      <td>284,217</td>\n",
       "      <td>284,996</td>\n",
       "      <td>285,719</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brunei Darussalam</th>\n",
       "      <td>BRN</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>81,745</td>\n",
       "      <td>85,596</td>\n",
       "      <td>89,516</td>\n",
       "      <td>93,576</td>\n",
       "      <td>97,848</td>\n",
       "      <td>102,425</td>\n",
       "      <td>107,316</td>\n",
       "      <td>...</td>\n",
       "      <td>383,772</td>\n",
       "      <td>388,662</td>\n",
       "      <td>394,013</td>\n",
       "      <td>399,748</td>\n",
       "      <td>405,716</td>\n",
       "      <td>411,704</td>\n",
       "      <td>417,542</td>\n",
       "      <td>423,196</td>\n",
       "      <td>428,697</td>\n",
       "      <td>nan</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",
       "      <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>Latin America &amp; the Caribbean (IDA &amp; IBRD countries)</th>\n",
       "      <td>TLA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>210,357,620</td>\n",
       "      <td>216,285,875</td>\n",
       "      <td>222,396,518</td>\n",
       "      <td>228,663,034</td>\n",
       "      <td>235,048,548</td>\n",
       "      <td>241,525,127</td>\n",
       "      <td>248,082,224</td>\n",
       "      <td>...</td>\n",
       "      <td>573,125,269</td>\n",
       "      <td>580,246,796</td>\n",
       "      <td>587,315,129</td>\n",
       "      <td>594,330,743</td>\n",
       "      <td>601,277,206</td>\n",
       "      <td>608,136,047</td>\n",
       "      <td>614,891,969</td>\n",
       "      <td>621,534,921</td>\n",
       "      <td>628,059,792</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Timor-Leste</th>\n",
       "      <td>TLS</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>499,950</td>\n",
       "      <td>508,845</td>\n",
       "      <td>518,107</td>\n",
       "      <td>527,749</td>\n",
       "      <td>537,786</td>\n",
       "      <td>548,218</td>\n",
       "      <td>558,676</td>\n",
       "      <td>...</td>\n",
       "      <td>1,092,021</td>\n",
       "      <td>1,109,591</td>\n",
       "      <td>1,131,523</td>\n",
       "      <td>1,156,760</td>\n",
       "      <td>1,184,366</td>\n",
       "      <td>1,212,814</td>\n",
       "      <td>1,240,977</td>\n",
       "      <td>1,268,671</td>\n",
       "      <td>1,296,311</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Middle East &amp; North Africa (IDA &amp; IBRD countries)</th>\n",
       "      <td>TMN</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>97,837,766</td>\n",
       "      <td>100,458,479</td>\n",
       "      <td>103,147,177</td>\n",
       "      <td>105,914,391</td>\n",
       "      <td>108,774,858</td>\n",
       "      <td>111,738,154</td>\n",
       "      <td>114,816,087</td>\n",
       "      <td>...</td>\n",
       "      <td>325,786,717</td>\n",
       "      <td>331,770,455</td>\n",
       "      <td>337,894,992</td>\n",
       "      <td>344,148,796</td>\n",
       "      <td>350,471,538</td>\n",
       "      <td>356,783,315</td>\n",
       "      <td>363,027,163</td>\n",
       "      <td>369,167,489</td>\n",
       "      <td>375,217,005</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tonga</th>\n",
       "      <td>TON</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>61,601</td>\n",
       "      <td>63,745</td>\n",
       "      <td>66,259</td>\n",
       "      <td>69,005</td>\n",
       "      <td>71,757</td>\n",
       "      <td>74,362</td>\n",
       "      <td>76,779</td>\n",
       "      <td>...</td>\n",
       "      <td>103,604</td>\n",
       "      <td>104,137</td>\n",
       "      <td>104,577</td>\n",
       "      <td>104,951</td>\n",
       "      <td>105,328</td>\n",
       "      <td>105,782</td>\n",
       "      <td>106,364</td>\n",
       "      <td>107,122</td>\n",
       "      <td>108,020</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Asia (IDA &amp; IBRD)</th>\n",
       "      <td>TSA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>571,835,666</td>\n",
       "      <td>583,894,094</td>\n",
       "      <td>596,413,939</td>\n",
       "      <td>609,391,805</td>\n",
       "      <td>622,822,615</td>\n",
       "      <td>636,701,820</td>\n",
       "      <td>651,036,352</td>\n",
       "      <td>...</td>\n",
       "      <td>1,607,663,899</td>\n",
       "      <td>1,630,806,784</td>\n",
       "      <td>1,653,798,614</td>\n",
       "      <td>1,676,615,491</td>\n",
       "      <td>1,699,310,450</td>\n",
       "      <td>1,721,847,786</td>\n",
       "      <td>1,744,199,944</td>\n",
       "      <td>1,766,393,714</td>\n",
       "      <td>1,788,388,852</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sub-Saharan Africa (IDA &amp; IBRD countries)</th>\n",
       "      <td>TSS</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>228,586,005</td>\n",
       "      <td>234,008,580</td>\n",
       "      <td>239,647,139</td>\n",
       "      <td>245,503,266</td>\n",
       "      <td>251,576,403</td>\n",
       "      <td>257,868,609</td>\n",
       "      <td>264,386,171</td>\n",
       "      <td>...</td>\n",
       "      <td>853,953,657</td>\n",
       "      <td>877,628,367</td>\n",
       "      <td>901,989,926</td>\n",
       "      <td>927,039,875</td>\n",
       "      <td>952,734,072</td>\n",
       "      <td>979,017,918</td>\n",
       "      <td>1,005,850,049</td>\n",
       "      <td>1,033,212,743</td>\n",
       "      <td>1,061,107,721</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Trinidad and Tobago</th>\n",
       "      <td>TTO</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>848,479</td>\n",
       "      <td>865,360</td>\n",
       "      <td>880,023</td>\n",
       "      <td>892,569</td>\n",
       "      <td>903,275</td>\n",
       "      <td>912,417</td>\n",
       "      <td>919,903</td>\n",
       "      <td>...</td>\n",
       "      <td>1,321,618</td>\n",
       "      <td>1,328,100</td>\n",
       "      <td>1,334,788</td>\n",
       "      <td>1,341,588</td>\n",
       "      <td>1,348,248</td>\n",
       "      <td>1,354,493</td>\n",
       "      <td>1,360,092</td>\n",
       "      <td>1,364,962</td>\n",
       "      <td>1,369,125</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tunisia</th>\n",
       "      <td>TUN</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>4,176,266</td>\n",
       "      <td>4,235,937</td>\n",
       "      <td>4,303,131</td>\n",
       "      <td>4,377,637</td>\n",
       "      <td>4,458,611</td>\n",
       "      <td>4,545,339</td>\n",
       "      <td>4,638,275</td>\n",
       "      <td>...</td>\n",
       "      <td>10,521,834</td>\n",
       "      <td>10,639,931</td>\n",
       "      <td>10,761,467</td>\n",
       "      <td>10,886,668</td>\n",
       "      <td>11,014,558</td>\n",
       "      <td>11,143,908</td>\n",
       "      <td>11,273,661</td>\n",
       "      <td>11,403,248</td>\n",
       "      <td>11,532,127</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Turkey</th>\n",
       "      <td>TUR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>27,472,331</td>\n",
       "      <td>28,146,893</td>\n",
       "      <td>28,832,805</td>\n",
       "      <td>29,531,342</td>\n",
       "      <td>30,244,232</td>\n",
       "      <td>30,972,965</td>\n",
       "      <td>31,717,477</td>\n",
       "      <td>...</td>\n",
       "      <td>71,339,185</td>\n",
       "      <td>72,326,914</td>\n",
       "      <td>73,409,455</td>\n",
       "      <td>74,569,867</td>\n",
       "      <td>75,787,333</td>\n",
       "      <td>77,030,628</td>\n",
       "      <td>78,271,472</td>\n",
       "      <td>79,512,426</td>\n",
       "      <td>80,745,020</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tuvalu</th>\n",
       "      <td>TUV</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>6,104</td>\n",
       "      <td>6,246</td>\n",
       "      <td>6,389</td>\n",
       "      <td>6,538</td>\n",
       "      <td>6,684</td>\n",
       "      <td>6,815</td>\n",
       "      <td>6,938</td>\n",
       "      <td>...</td>\n",
       "      <td>10,441</td>\n",
       "      <td>10,531</td>\n",
       "      <td>10,628</td>\n",
       "      <td>10,725</td>\n",
       "      <td>10,819</td>\n",
       "      <td>10,908</td>\n",
       "      <td>11,001</td>\n",
       "      <td>11,097</td>\n",
       "      <td>11,192</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tanzania</th>\n",
       "      <td>TZA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>10,074,507</td>\n",
       "      <td>10,373,398</td>\n",
       "      <td>10,683,906</td>\n",
       "      <td>11,005,905</td>\n",
       "      <td>11,339,097</td>\n",
       "      <td>11,683,528</td>\n",
       "      <td>12,038,903</td>\n",
       "      <td>...</td>\n",
       "      <td>44,664,231</td>\n",
       "      <td>46,098,591</td>\n",
       "      <td>47,570,902</td>\n",
       "      <td>49,082,997</td>\n",
       "      <td>50,636,595</td>\n",
       "      <td>52,234,869</td>\n",
       "      <td>53,879,957</td>\n",
       "      <td>55,572,201</td>\n",
       "      <td>57,310,019</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uganda</th>\n",
       "      <td>UGA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>6,788,214</td>\n",
       "      <td>7,006,633</td>\n",
       "      <td>7,240,174</td>\n",
       "      <td>7,487,429</td>\n",
       "      <td>7,746,198</td>\n",
       "      <td>8,014,401</td>\n",
       "      <td>8,292,776</td>\n",
       "      <td>...</td>\n",
       "      <td>32,771,895</td>\n",
       "      <td>33,915,133</td>\n",
       "      <td>35,093,648</td>\n",
       "      <td>36,306,796</td>\n",
       "      <td>37,553,726</td>\n",
       "      <td>38,833,338</td>\n",
       "      <td>40,144,870</td>\n",
       "      <td>41,487,965</td>\n",
       "      <td>42,862,958</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ukraine</th>\n",
       "      <td>UKR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>42,662,149</td>\n",
       "      <td>43,203,635</td>\n",
       "      <td>43,749,470</td>\n",
       "      <td>44,285,899</td>\n",
       "      <td>44,794,327</td>\n",
       "      <td>45,261,935</td>\n",
       "      <td>45,682,308</td>\n",
       "      <td>...</td>\n",
       "      <td>46,053,300</td>\n",
       "      <td>45,870,700</td>\n",
       "      <td>45,706,100</td>\n",
       "      <td>45,593,300</td>\n",
       "      <td>45,489,600</td>\n",
       "      <td>45,271,947</td>\n",
       "      <td>45,154,029</td>\n",
       "      <td>45,004,645</td>\n",
       "      <td>44,831,159</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Upper middle income</th>\n",
       "      <td>UMC</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>1,150,568,959</td>\n",
       "      <td>1,154,967,480</td>\n",
       "      <td>1,171,820,698</td>\n",
       "      <td>1,200,060,408</td>\n",
       "      <td>1,227,973,800</td>\n",
       "      <td>1,256,855,898</td>\n",
       "      <td>1,288,677,630</td>\n",
       "      <td>...</td>\n",
       "      <td>2,422,393,813</td>\n",
       "      <td>2,440,543,075</td>\n",
       "      <td>2,459,175,685</td>\n",
       "      <td>2,478,491,686</td>\n",
       "      <td>2,498,184,210</td>\n",
       "      <td>2,517,979,764</td>\n",
       "      <td>2,537,437,057</td>\n",
       "      <td>2,556,921,923</td>\n",
       "      <td>2,576,202,556</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uruguay</th>\n",
       "      <td>URY</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>2,538,651</td>\n",
       "      <td>2,571,690</td>\n",
       "      <td>2,603,887</td>\n",
       "      <td>2,635,129</td>\n",
       "      <td>2,665,390</td>\n",
       "      <td>2,694,537</td>\n",
       "      <td>2,722,877</td>\n",
       "      <td>...</td>\n",
       "      <td>3,362,755</td>\n",
       "      <td>3,374,415</td>\n",
       "      <td>3,385,624</td>\n",
       "      <td>3,396,777</td>\n",
       "      <td>3,408,005</td>\n",
       "      <td>3,419,546</td>\n",
       "      <td>3,431,552</td>\n",
       "      <td>3,444,006</td>\n",
       "      <td>3,456,750</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>United States</th>\n",
       "      <td>USA</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>180,671,000</td>\n",
       "      <td>183,691,000</td>\n",
       "      <td>186,538,000</td>\n",
       "      <td>189,242,000</td>\n",
       "      <td>191,889,000</td>\n",
       "      <td>194,303,000</td>\n",
       "      <td>196,560,000</td>\n",
       "      <td>...</td>\n",
       "      <td>306,771,529</td>\n",
       "      <td>309,338,421</td>\n",
       "      <td>311,644,280</td>\n",
       "      <td>313,993,272</td>\n",
       "      <td>316,234,505</td>\n",
       "      <td>318,622,525</td>\n",
       "      <td>321,039,839</td>\n",
       "      <td>323,405,935</td>\n",
       "      <td>325,719,178</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uzbekistan</th>\n",
       "      <td>UZB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>8,549,493</td>\n",
       "      <td>8,837,349</td>\n",
       "      <td>9,138,097</td>\n",
       "      <td>9,454,250</td>\n",
       "      <td>9,788,986</td>\n",
       "      <td>10,143,740</td>\n",
       "      <td>10,520,879</td>\n",
       "      <td>...</td>\n",
       "      <td>27,767,400</td>\n",
       "      <td>28,562,400</td>\n",
       "      <td>29,339,400</td>\n",
       "      <td>29,774,500</td>\n",
       "      <td>30,243,200</td>\n",
       "      <td>30,757,700</td>\n",
       "      <td>31,298,900</td>\n",
       "      <td>31,847,900</td>\n",
       "      <td>32,387,200</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. Vincent and the Grenadines</th>\n",
       "      <td>VCT</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>80,949</td>\n",
       "      <td>82,142</td>\n",
       "      <td>83,206</td>\n",
       "      <td>84,167</td>\n",
       "      <td>85,069</td>\n",
       "      <td>85,970</td>\n",
       "      <td>86,857</td>\n",
       "      <td>...</td>\n",
       "      <td>109,253</td>\n",
       "      <td>109,315</td>\n",
       "      <td>109,341</td>\n",
       "      <td>109,328</td>\n",
       "      <td>109,320</td>\n",
       "      <td>109,357</td>\n",
       "      <td>109,455</td>\n",
       "      <td>109,643</td>\n",
       "      <td>109,897</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Venezuela, RB</th>\n",
       "      <td>VEN</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>8,146,847</td>\n",
       "      <td>8,461,685</td>\n",
       "      <td>8,790,589</td>\n",
       "      <td>9,130,349</td>\n",
       "      <td>9,476,252</td>\n",
       "      <td>9,824,692</td>\n",
       "      <td>10,175,140</td>\n",
       "      <td>...</td>\n",
       "      <td>28,587,323</td>\n",
       "      <td>29,028,033</td>\n",
       "      <td>29,463,291</td>\n",
       "      <td>29,893,080</td>\n",
       "      <td>30,317,848</td>\n",
       "      <td>30,738,378</td>\n",
       "      <td>31,155,134</td>\n",
       "      <td>31,568,179</td>\n",
       "      <td>31,977,065</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>British Virgin Islands</th>\n",
       "      <td>VGB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>8,033</td>\n",
       "      <td>8,155</td>\n",
       "      <td>8,298</td>\n",
       "      <td>8,452</td>\n",
       "      <td>8,627</td>\n",
       "      <td>8,814</td>\n",
       "      <td>9,007</td>\n",
       "      <td>...</td>\n",
       "      <td>26,447</td>\n",
       "      <td>27,224</td>\n",
       "      <td>27,901</td>\n",
       "      <td>28,509</td>\n",
       "      <td>29,056</td>\n",
       "      <td>29,588</td>\n",
       "      <td>30,113</td>\n",
       "      <td>30,661</td>\n",
       "      <td>31,196</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands (U.S.)</th>\n",
       "      <td>VIR</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>32,500</td>\n",
       "      <td>34,300</td>\n",
       "      <td>35,000</td>\n",
       "      <td>39,800</td>\n",
       "      <td>40,800</td>\n",
       "      <td>43,500</td>\n",
       "      <td>46,200</td>\n",
       "      <td>...</td>\n",
       "      <td>108,405</td>\n",
       "      <td>108,358</td>\n",
       "      <td>108,292</td>\n",
       "      <td>108,191</td>\n",
       "      <td>108,044</td>\n",
       "      <td>107,884</td>\n",
       "      <td>107,710</td>\n",
       "      <td>107,510</td>\n",
       "      <td>107,268</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vietnam</th>\n",
       "      <td>VNM</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>32,670,629</td>\n",
       "      <td>33,666,772</td>\n",
       "      <td>34,684,165</td>\n",
       "      <td>35,722,091</td>\n",
       "      <td>36,780,985</td>\n",
       "      <td>37,860,012</td>\n",
       "      <td>38,959,334</td>\n",
       "      <td>...</td>\n",
       "      <td>87,565,407</td>\n",
       "      <td>88,472,512</td>\n",
       "      <td>89,436,644</td>\n",
       "      <td>90,451,881</td>\n",
       "      <td>91,497,725</td>\n",
       "      <td>92,544,915</td>\n",
       "      <td>93,571,567</td>\n",
       "      <td>94,569,072</td>\n",
       "      <td>95,540,800</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vanuatu</th>\n",
       "      <td>VUT</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>63,699</td>\n",
       "      <td>65,713</td>\n",
       "      <td>67,808</td>\n",
       "      <td>69,964</td>\n",
       "      <td>72,131</td>\n",
       "      <td>74,289</td>\n",
       "      <td>76,413</td>\n",
       "      <td>...</td>\n",
       "      <td>230,785</td>\n",
       "      <td>236,295</td>\n",
       "      <td>241,871</td>\n",
       "      <td>247,485</td>\n",
       "      <td>253,142</td>\n",
       "      <td>258,850</td>\n",
       "      <td>264,603</td>\n",
       "      <td>270,402</td>\n",
       "      <td>276,244</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>World</th>\n",
       "      <td>WLD</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,032,160,395</td>\n",
       "      <td>3,073,368,589</td>\n",
       "      <td>3,126,509,809</td>\n",
       "      <td>3,191,786,428</td>\n",
       "      <td>3,257,459,749</td>\n",
       "      <td>3,324,545,319</td>\n",
       "      <td>3,394,783,653</td>\n",
       "      <td>...</td>\n",
       "      <td>6,849,569,339</td>\n",
       "      <td>6,932,869,743</td>\n",
       "      <td>7,014,983,968</td>\n",
       "      <td>7,099,557,649</td>\n",
       "      <td>7,185,137,526</td>\n",
       "      <td>7,271,322,821</td>\n",
       "      <td>7,357,559,450</td>\n",
       "      <td>7,444,157,356</td>\n",
       "      <td>7,530,360,149</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Samoa</th>\n",
       "      <td>WSM</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>108,646</td>\n",
       "      <td>112,119</td>\n",
       "      <td>115,788</td>\n",
       "      <td>119,561</td>\n",
       "      <td>123,354</td>\n",
       "      <td>127,068</td>\n",
       "      <td>130,688</td>\n",
       "      <td>...</td>\n",
       "      <td>184,826</td>\n",
       "      <td>186,205</td>\n",
       "      <td>187,665</td>\n",
       "      <td>189,194</td>\n",
       "      <td>190,757</td>\n",
       "      <td>192,290</td>\n",
       "      <td>193,759</td>\n",
       "      <td>195,125</td>\n",
       "      <td>196,440</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kosovo</th>\n",
       "      <td>XKX</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>947,000</td>\n",
       "      <td>966,000</td>\n",
       "      <td>994,000</td>\n",
       "      <td>1,022,000</td>\n",
       "      <td>1,050,000</td>\n",
       "      <td>1,078,000</td>\n",
       "      <td>1,106,000</td>\n",
       "      <td>...</td>\n",
       "      <td>1,761,474</td>\n",
       "      <td>1,775,680</td>\n",
       "      <td>1,791,000</td>\n",
       "      <td>1,805,200</td>\n",
       "      <td>1,824,100</td>\n",
       "      <td>1,821,800</td>\n",
       "      <td>1,801,800</td>\n",
       "      <td>1,816,200</td>\n",
       "      <td>1,830,700</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yemen, Rep.</th>\n",
       "      <td>YEM</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>5,172,135</td>\n",
       "      <td>5,260,501</td>\n",
       "      <td>5,351,799</td>\n",
       "      <td>5,446,063</td>\n",
       "      <td>5,543,339</td>\n",
       "      <td>5,643,643</td>\n",
       "      <td>5,748,588</td>\n",
       "      <td>...</td>\n",
       "      <td>22,974,929</td>\n",
       "      <td>23,606,779</td>\n",
       "      <td>24,252,206</td>\n",
       "      <td>24,909,969</td>\n",
       "      <td>25,576,322</td>\n",
       "      <td>26,246,327</td>\n",
       "      <td>26,916,207</td>\n",
       "      <td>27,584,213</td>\n",
       "      <td>28,250,420</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Africa</th>\n",
       "      <td>ZAF</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>17,456,855</td>\n",
       "      <td>17,920,673</td>\n",
       "      <td>18,401,608</td>\n",
       "      <td>18,899,275</td>\n",
       "      <td>19,412,975</td>\n",
       "      <td>19,942,303</td>\n",
       "      <td>20,486,439</td>\n",
       "      <td>...</td>\n",
       "      <td>50,970,818</td>\n",
       "      <td>51,584,663</td>\n",
       "      <td>52,263,516</td>\n",
       "      <td>52,998,213</td>\n",
       "      <td>53,767,396</td>\n",
       "      <td>54,539,571</td>\n",
       "      <td>55,291,225</td>\n",
       "      <td>56,015,473</td>\n",
       "      <td>56,717,156</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zambia</th>\n",
       "      <td>ZMB</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,044,846</td>\n",
       "      <td>3,140,264</td>\n",
       "      <td>3,240,587</td>\n",
       "      <td>3,345,145</td>\n",
       "      <td>3,452,942</td>\n",
       "      <td>3,563,407</td>\n",
       "      <td>3,676,189</td>\n",
       "      <td>...</td>\n",
       "      <td>13,456,417</td>\n",
       "      <td>13,850,033</td>\n",
       "      <td>14,264,756</td>\n",
       "      <td>14,699,937</td>\n",
       "      <td>15,153,210</td>\n",
       "      <td>15,620,974</td>\n",
       "      <td>16,100,587</td>\n",
       "      <td>16,591,390</td>\n",
       "      <td>17,094,130</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zimbabwe</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Population, total</td>\n",
       "      <td>SP.POP.TOTL</td>\n",
       "      <td>3,747,369</td>\n",
       "      <td>3,870,756</td>\n",
       "      <td>3,999,419</td>\n",
       "      <td>4,132,756</td>\n",
       "      <td>4,269,863</td>\n",
       "      <td>4,410,212</td>\n",
       "      <td>4,553,433</td>\n",
       "      <td>...</td>\n",
       "      <td>13,810,599</td>\n",
       "      <td>14,086,317</td>\n",
       "      <td>14,386,649</td>\n",
       "      <td>14,710,826</td>\n",
       "      <td>15,054,506</td>\n",
       "      <td>15,411,675</td>\n",
       "      <td>15,777,451</td>\n",
       "      <td>16,150,362</td>\n",
       "      <td>16,529,904</td>\n",
       "      <td>nan</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>264 rows × 62 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                   Country Code  \\\n",
       "Country Name                                                      \n",
       "Aruba                                                       ABW   \n",
       "Afghanistan                                                 AFG   \n",
       "Angola                                                      AGO   \n",
       "Albania                                                     ALB   \n",
       "Andorra                                                     AND   \n",
       "Arab World                                                  ARB   \n",
       "United Arab Emirates                                        ARE   \n",
       "Argentina                                                   ARG   \n",
       "Armenia                                                     ARM   \n",
       "American Samoa                                              ASM   \n",
       "Antigua and Barbuda                                         ATG   \n",
       "Australia                                                   AUS   \n",
       "Austria                                                     AUT   \n",
       "Azerbaijan                                                  AZE   \n",
       "Burundi                                                     BDI   \n",
       "Belgium                                                     BEL   \n",
       "Benin                                                       BEN   \n",
       "Burkina Faso                                                BFA   \n",
       "Bangladesh                                                  BGD   \n",
       "Bulgaria                                                    BGR   \n",
       "Bahrain                                                     BHR   \n",
       "Bahamas, The                                                BHS   \n",
       "Bosnia and Herzegovina                                      BIH   \n",
       "Belarus                                                     BLR   \n",
       "Belize                                                      BLZ   \n",
       "Bermuda                                                     BMU   \n",
       "Bolivia                                                     BOL   \n",
       "Brazil                                                      BRA   \n",
       "Barbados                                                    BRB   \n",
       "Brunei Darussalam                                           BRN   \n",
       "...                                                         ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...          TLA   \n",
       "Timor-Leste                                                 TLS   \n",
       "Middle East & North Africa (IDA & IBRD countries)           TMN   \n",
       "Tonga                                                       TON   \n",
       "South Asia (IDA & IBRD)                                     TSA   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)                   TSS   \n",
       "Trinidad and Tobago                                         TTO   \n",
       "Tunisia                                                     TUN   \n",
       "Turkey                                                      TUR   \n",
       "Tuvalu                                                      TUV   \n",
       "Tanzania                                                    TZA   \n",
       "Uganda                                                      UGA   \n",
       "Ukraine                                                     UKR   \n",
       "Upper middle income                                         UMC   \n",
       "Uruguay                                                     URY   \n",
       "United States                                               USA   \n",
       "Uzbekistan                                                  UZB   \n",
       "St. Vincent and the Grenadines                              VCT   \n",
       "Venezuela, RB                                               VEN   \n",
       "British Virgin Islands                                      VGB   \n",
       "Virgin Islands (U.S.)                                       VIR   \n",
       "Vietnam                                                     VNM   \n",
       "Vanuatu                                                     VUT   \n",
       "World                                                       WLD   \n",
       "Samoa                                                       WSM   \n",
       "Kosovo                                                      XKX   \n",
       "Yemen, Rep.                                                 YEM   \n",
       "South Africa                                                ZAF   \n",
       "Zambia                                                      ZMB   \n",
       "Zimbabwe                                                    ZWE   \n",
       "\n",
       "                                                       Indicator Name  \\\n",
       "Country Name                                                            \n",
       "Aruba                                               Population, total   \n",
       "Afghanistan                                         Population, total   \n",
       "Angola                                              Population, total   \n",
       "Albania                                             Population, total   \n",
       "Andorra                                             Population, total   \n",
       "Arab World                                          Population, total   \n",
       "United Arab Emirates                                Population, total   \n",
       "Argentina                                           Population, total   \n",
       "Armenia                                             Population, total   \n",
       "American Samoa                                      Population, total   \n",
       "Antigua and Barbuda                                 Population, total   \n",
       "Australia                                           Population, total   \n",
       "Austria                                             Population, total   \n",
       "Azerbaijan                                          Population, total   \n",
       "Burundi                                             Population, total   \n",
       "Belgium                                             Population, total   \n",
       "Benin                                               Population, total   \n",
       "Burkina Faso                                        Population, total   \n",
       "Bangladesh                                          Population, total   \n",
       "Bulgaria                                            Population, total   \n",
       "Bahrain                                             Population, total   \n",
       "Bahamas, The                                        Population, total   \n",
       "Bosnia and Herzegovina                              Population, total   \n",
       "Belarus                                             Population, total   \n",
       "Belize                                              Population, total   \n",
       "Bermuda                                             Population, total   \n",
       "Bolivia                                             Population, total   \n",
       "Brazil                                              Population, total   \n",
       "Barbados                                            Population, total   \n",
       "Brunei Darussalam                                   Population, total   \n",
       "...                                                               ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...  Population, total   \n",
       "Timor-Leste                                         Population, total   \n",
       "Middle East & North Africa (IDA & IBRD countries)   Population, total   \n",
       "Tonga                                               Population, total   \n",
       "South Asia (IDA & IBRD)                             Population, total   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)           Population, total   \n",
       "Trinidad and Tobago                                 Population, total   \n",
       "Tunisia                                             Population, total   \n",
       "Turkey                                              Population, total   \n",
       "Tuvalu                                              Population, total   \n",
       "Tanzania                                            Population, total   \n",
       "Uganda                                              Population, total   \n",
       "Ukraine                                             Population, total   \n",
       "Upper middle income                                 Population, total   \n",
       "Uruguay                                             Population, total   \n",
       "United States                                       Population, total   \n",
       "Uzbekistan                                          Population, total   \n",
       "St. Vincent and the Grenadines                      Population, total   \n",
       "Venezuela, RB                                       Population, total   \n",
       "British Virgin Islands                              Population, total   \n",
       "Virgin Islands (U.S.)                               Population, total   \n",
       "Vietnam                                             Population, total   \n",
       "Vanuatu                                             Population, total   \n",
       "World                                               Population, total   \n",
       "Samoa                                               Population, total   \n",
       "Kosovo                                              Population, total   \n",
       "Yemen, Rep.                                         Population, total   \n",
       "South Africa                                        Population, total   \n",
       "Zambia                                              Population, total   \n",
       "Zimbabwe                                            Population, total   \n",
       "\n",
       "                                                   Indicator Code  \\\n",
       "Country Name                                                        \n",
       "Aruba                                                 SP.POP.TOTL   \n",
       "Afghanistan                                           SP.POP.TOTL   \n",
       "Angola                                                SP.POP.TOTL   \n",
       "Albania                                               SP.POP.TOTL   \n",
       "Andorra                                               SP.POP.TOTL   \n",
       "Arab World                                            SP.POP.TOTL   \n",
       "United Arab Emirates                                  SP.POP.TOTL   \n",
       "Argentina                                             SP.POP.TOTL   \n",
       "Armenia                                               SP.POP.TOTL   \n",
       "American Samoa                                        SP.POP.TOTL   \n",
       "Antigua and Barbuda                                   SP.POP.TOTL   \n",
       "Australia                                             SP.POP.TOTL   \n",
       "Austria                                               SP.POP.TOTL   \n",
       "Azerbaijan                                            SP.POP.TOTL   \n",
       "Burundi                                               SP.POP.TOTL   \n",
       "Belgium                                               SP.POP.TOTL   \n",
       "Benin                                                 SP.POP.TOTL   \n",
       "Burkina Faso                                          SP.POP.TOTL   \n",
       "Bangladesh                                            SP.POP.TOTL   \n",
       "Bulgaria                                              SP.POP.TOTL   \n",
       "Bahrain                                               SP.POP.TOTL   \n",
       "Bahamas, The                                          SP.POP.TOTL   \n",
       "Bosnia and Herzegovina                                SP.POP.TOTL   \n",
       "Belarus                                               SP.POP.TOTL   \n",
       "Belize                                                SP.POP.TOTL   \n",
       "Bermuda                                               SP.POP.TOTL   \n",
       "Bolivia                                               SP.POP.TOTL   \n",
       "Brazil                                                SP.POP.TOTL   \n",
       "Barbados                                              SP.POP.TOTL   \n",
       "Brunei Darussalam                                     SP.POP.TOTL   \n",
       "...                                                           ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...    SP.POP.TOTL   \n",
       "Timor-Leste                                           SP.POP.TOTL   \n",
       "Middle East & North Africa (IDA & IBRD countries)     SP.POP.TOTL   \n",
       "Tonga                                                 SP.POP.TOTL   \n",
       "South Asia (IDA & IBRD)                               SP.POP.TOTL   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)             SP.POP.TOTL   \n",
       "Trinidad and Tobago                                   SP.POP.TOTL   \n",
       "Tunisia                                               SP.POP.TOTL   \n",
       "Turkey                                                SP.POP.TOTL   \n",
       "Tuvalu                                                SP.POP.TOTL   \n",
       "Tanzania                                              SP.POP.TOTL   \n",
       "Uganda                                                SP.POP.TOTL   \n",
       "Ukraine                                               SP.POP.TOTL   \n",
       "Upper middle income                                   SP.POP.TOTL   \n",
       "Uruguay                                               SP.POP.TOTL   \n",
       "United States                                         SP.POP.TOTL   \n",
       "Uzbekistan                                            SP.POP.TOTL   \n",
       "St. Vincent and the Grenadines                        SP.POP.TOTL   \n",
       "Venezuela, RB                                         SP.POP.TOTL   \n",
       "British Virgin Islands                                SP.POP.TOTL   \n",
       "Virgin Islands (U.S.)                                 SP.POP.TOTL   \n",
       "Vietnam                                               SP.POP.TOTL   \n",
       "Vanuatu                                               SP.POP.TOTL   \n",
       "World                                                 SP.POP.TOTL   \n",
       "Samoa                                                 SP.POP.TOTL   \n",
       "Kosovo                                                SP.POP.TOTL   \n",
       "Yemen, Rep.                                           SP.POP.TOTL   \n",
       "South Africa                                          SP.POP.TOTL   \n",
       "Zambia                                                SP.POP.TOTL   \n",
       "Zimbabwe                                              SP.POP.TOTL   \n",
       "\n",
       "                                                            1960  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     54,211   \n",
       "Afghanistan                                            8,996,351   \n",
       "Angola                                                 5,643,182   \n",
       "Albania                                                1,608,800   \n",
       "Andorra                                                   13,411   \n",
       "Arab World                                            92,490,932   \n",
       "United Arab Emirates                                      92,634   \n",
       "Argentina                                             20,619,075   \n",
       "Armenia                                                1,874,120   \n",
       "American Samoa                                            20,013   \n",
       "Antigua and Barbuda                                       55,339   \n",
       "Australia                                             10,276,477   \n",
       "Austria                                                7,047,539   \n",
       "Azerbaijan                                             3,895,396   \n",
       "Burundi                                                2,786,106   \n",
       "Belgium                                                9,153,489   \n",
       "Benin                                                  2,431,622   \n",
       "Burkina Faso                                           4,829,288   \n",
       "Bangladesh                                            48,199,747   \n",
       "Bulgaria                                               7,867,374   \n",
       "Bahrain                                                  162,427   \n",
       "Bahamas, The                                             109,528   \n",
       "Bosnia and Herzegovina                                 3,225,668   \n",
       "Belarus                                                8,198,000   \n",
       "Belize                                                    92,064   \n",
       "Bermuda                                                   44,400   \n",
       "Bolivia                                                3,693,449   \n",
       "Brazil                                                72,207,554   \n",
       "Barbados                                                 230,939   \n",
       "Brunei Darussalam                                         81,745   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   210,357,620   \n",
       "Timor-Leste                                              499,950   \n",
       "Middle East & North Africa (IDA & IBRD countries)     97,837,766   \n",
       "Tonga                                                     61,601   \n",
       "South Asia (IDA & IBRD)                              571,835,666   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            228,586,005   \n",
       "Trinidad and Tobago                                      848,479   \n",
       "Tunisia                                                4,176,266   \n",
       "Turkey                                                27,472,331   \n",
       "Tuvalu                                                     6,104   \n",
       "Tanzania                                              10,074,507   \n",
       "Uganda                                                 6,788,214   \n",
       "Ukraine                                               42,662,149   \n",
       "Upper middle income                                1,150,568,959   \n",
       "Uruguay                                                2,538,651   \n",
       "United States                                        180,671,000   \n",
       "Uzbekistan                                             8,549,493   \n",
       "St. Vincent and the Grenadines                            80,949   \n",
       "Venezuela, RB                                          8,146,847   \n",
       "British Virgin Islands                                     8,033   \n",
       "Virgin Islands (U.S.)                                     32,500   \n",
       "Vietnam                                               32,670,629   \n",
       "Vanuatu                                                   63,699   \n",
       "World                                              3,032,160,395   \n",
       "Samoa                                                    108,646   \n",
       "Kosovo                                                   947,000   \n",
       "Yemen, Rep.                                            5,172,135   \n",
       "South Africa                                          17,456,855   \n",
       "Zambia                                                 3,044,846   \n",
       "Zimbabwe                                               3,747,369   \n",
       "\n",
       "                                                            1961  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     55,438   \n",
       "Afghanistan                                            9,166,764   \n",
       "Angola                                                 5,753,024   \n",
       "Albania                                                1,659,800   \n",
       "Andorra                                                   14,375   \n",
       "Arab World                                            95,044,497   \n",
       "United Arab Emirates                                     101,078   \n",
       "Argentina                                             20,953,077   \n",
       "Armenia                                                1,941,491   \n",
       "American Samoa                                            20,486   \n",
       "Antigua and Barbuda                                       56,144   \n",
       "Australia                                             10,483,000   \n",
       "Austria                                                7,086,299   \n",
       "Azerbaijan                                             4,030,320   \n",
       "Burundi                                                2,839,666   \n",
       "Belgium                                                9,183,948   \n",
       "Benin                                                  2,465,867   \n",
       "Burkina Faso                                           4,894,580   \n",
       "Bangladesh                                            49,592,802   \n",
       "Bulgaria                                               7,943,118   \n",
       "Bahrain                                                  167,894   \n",
       "Bahamas, The                                             115,108   \n",
       "Bosnia and Herzegovina                                 3,288,602   \n",
       "Belarus                                                8,271,216   \n",
       "Belize                                                    94,703   \n",
       "Bermuda                                                   45,500   \n",
       "Bolivia                                                3,764,813   \n",
       "Brazil                                                74,351,763   \n",
       "Barbados                                                 231,678   \n",
       "Brunei Darussalam                                         85,596   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   216,285,875   \n",
       "Timor-Leste                                              508,845   \n",
       "Middle East & North Africa (IDA & IBRD countries)    100,458,479   \n",
       "Tonga                                                     63,745   \n",
       "South Asia (IDA & IBRD)                              583,894,094   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            234,008,580   \n",
       "Trinidad and Tobago                                      865,360   \n",
       "Tunisia                                                4,235,937   \n",
       "Turkey                                                28,146,893   \n",
       "Tuvalu                                                     6,246   \n",
       "Tanzania                                              10,373,398   \n",
       "Uganda                                                 7,006,633   \n",
       "Ukraine                                               43,203,635   \n",
       "Upper middle income                                1,154,967,480   \n",
       "Uruguay                                                2,571,690   \n",
       "United States                                        183,691,000   \n",
       "Uzbekistan                                             8,837,349   \n",
       "St. Vincent and the Grenadines                            82,142   \n",
       "Venezuela, RB                                          8,461,685   \n",
       "British Virgin Islands                                     8,155   \n",
       "Virgin Islands (U.S.)                                     34,300   \n",
       "Vietnam                                               33,666,772   \n",
       "Vanuatu                                                   65,713   \n",
       "World                                              3,073,368,589   \n",
       "Samoa                                                    112,119   \n",
       "Kosovo                                                   966,000   \n",
       "Yemen, Rep.                                            5,260,501   \n",
       "South Africa                                          17,920,673   \n",
       "Zambia                                                 3,140,264   \n",
       "Zimbabwe                                               3,870,756   \n",
       "\n",
       "                                                            1962  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     56,225   \n",
       "Afghanistan                                            9,345,868   \n",
       "Angola                                                 5,866,061   \n",
       "Albania                                                1,711,319   \n",
       "Andorra                                                   15,370   \n",
       "Arab World                                            97,682,294   \n",
       "United Arab Emirates                                     112,472   \n",
       "Argentina                                             21,287,682   \n",
       "Armenia                                                2,009,526   \n",
       "American Samoa                                            21,117   \n",
       "Antigua and Barbuda                                       57,144   \n",
       "Australia                                             10,742,000   \n",
       "Austria                                                7,129,864   \n",
       "Azerbaijan                                             4,171,425   \n",
       "Burundi                                                2,893,669   \n",
       "Belgium                                                9,220,578   \n",
       "Benin                                                  2,502,896   \n",
       "Burkina Faso                                           4,960,326   \n",
       "Bangladesh                                            51,030,137   \n",
       "Bulgaria                                               8,012,946   \n",
       "Bahrain                                                  173,144   \n",
       "Bahamas, The                                             121,083   \n",
       "Bosnia and Herzegovina                                 3,353,226   \n",
       "Belarus                                                8,351,928   \n",
       "Belize                                                    97,384   \n",
       "Bermuda                                                   46,600   \n",
       "Bolivia                                                3,838,097   \n",
       "Brazil                                                76,573,248   \n",
       "Barbados                                                 232,586   \n",
       "Brunei Darussalam                                         89,516   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   222,396,518   \n",
       "Timor-Leste                                              518,107   \n",
       "Middle East & North Africa (IDA & IBRD countries)    103,147,177   \n",
       "Tonga                                                     66,259   \n",
       "South Asia (IDA & IBRD)                              596,413,939   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            239,647,139   \n",
       "Trinidad and Tobago                                      880,023   \n",
       "Tunisia                                                4,303,131   \n",
       "Turkey                                                28,832,805   \n",
       "Tuvalu                                                     6,389   \n",
       "Tanzania                                              10,683,906   \n",
       "Uganda                                                 7,240,174   \n",
       "Ukraine                                               43,749,470   \n",
       "Upper middle income                                1,171,820,698   \n",
       "Uruguay                                                2,603,887   \n",
       "United States                                        186,538,000   \n",
       "Uzbekistan                                             9,138,097   \n",
       "St. Vincent and the Grenadines                            83,206   \n",
       "Venezuela, RB                                          8,790,589   \n",
       "British Virgin Islands                                     8,298   \n",
       "Virgin Islands (U.S.)                                     35,000   \n",
       "Vietnam                                               34,684,165   \n",
       "Vanuatu                                                   67,808   \n",
       "World                                              3,126,509,809   \n",
       "Samoa                                                    115,788   \n",
       "Kosovo                                                   994,000   \n",
       "Yemen, Rep.                                            5,351,799   \n",
       "South Africa                                          18,401,608   \n",
       "Zambia                                                 3,240,587   \n",
       "Zimbabwe                                               3,999,419   \n",
       "\n",
       "                                                            1963  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     56,695   \n",
       "Afghanistan                                            9,533,954   \n",
       "Angola                                                 5,980,417   \n",
       "Albania                                                1,762,621   \n",
       "Andorra                                                   16,412   \n",
       "Arab World                                           100,411,076   \n",
       "United Arab Emirates                                     125,566   \n",
       "Argentina                                             21,621,840   \n",
       "Armenia                                                2,077,575   \n",
       "American Samoa                                            21,882   \n",
       "Antigua and Barbuda                                       58,294   \n",
       "Australia                                             10,950,000   \n",
       "Austria                                                7,175,811   \n",
       "Azerbaijan                                             4,315,128   \n",
       "Burundi                                                2,949,926   \n",
       "Belgium                                                9,289,770   \n",
       "Benin                                                  2,542,859   \n",
       "Burkina Faso                                           5,027,821   \n",
       "Bangladesh                                            52,532,417   \n",
       "Bulgaria                                               8,078,145   \n",
       "Bahrain                                                  178,140   \n",
       "Bahamas, The                                             127,333   \n",
       "Bosnia and Herzegovina                                 3,417,574   \n",
       "Belarus                                                8,437,232   \n",
       "Belize                                                   100,164   \n",
       "Bermuda                                                   47,700   \n",
       "Bolivia                                                3,913,395   \n",
       "Brazil                                                78,854,019   \n",
       "Barbados                                                 233,587   \n",
       "Brunei Darussalam                                         93,576   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   228,663,034   \n",
       "Timor-Leste                                              527,749   \n",
       "Middle East & North Africa (IDA & IBRD countries)    105,914,391   \n",
       "Tonga                                                     69,005   \n",
       "South Asia (IDA & IBRD)                              609,391,805   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            245,503,266   \n",
       "Trinidad and Tobago                                      892,569   \n",
       "Tunisia                                                4,377,637   \n",
       "Turkey                                                29,531,342   \n",
       "Tuvalu                                                     6,538   \n",
       "Tanzania                                              11,005,905   \n",
       "Uganda                                                 7,487,429   \n",
       "Ukraine                                               44,285,899   \n",
       "Upper middle income                                1,200,060,408   \n",
       "Uruguay                                                2,635,129   \n",
       "United States                                        189,242,000   \n",
       "Uzbekistan                                             9,454,250   \n",
       "St. Vincent and the Grenadines                            84,167   \n",
       "Venezuela, RB                                          9,130,349   \n",
       "British Virgin Islands                                     8,452   \n",
       "Virgin Islands (U.S.)                                     39,800   \n",
       "Vietnam                                               35,722,091   \n",
       "Vanuatu                                                   69,964   \n",
       "World                                              3,191,786,428   \n",
       "Samoa                                                    119,561   \n",
       "Kosovo                                                 1,022,000   \n",
       "Yemen, Rep.                                            5,446,063   \n",
       "South Africa                                          18,899,275   \n",
       "Zambia                                                 3,345,145   \n",
       "Zimbabwe                                               4,132,756   \n",
       "\n",
       "                                                            1964  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     57,032   \n",
       "Afghanistan                                            9,731,361   \n",
       "Angola                                                 6,093,321   \n",
       "Albania                                                1,814,135   \n",
       "Andorra                                                   17,469   \n",
       "Arab World                                           103,239,902   \n",
       "United Arab Emirates                                     138,529   \n",
       "Argentina                                             21,953,929   \n",
       "Armenia                                                2,144,998   \n",
       "American Samoa                                            22,698   \n",
       "Antigua and Barbuda                                       59,524   \n",
       "Australia                                             11,167,000   \n",
       "Austria                                                7,223,801   \n",
       "Azerbaijan                                             4,456,689   \n",
       "Burundi                                                3,010,859   \n",
       "Belgium                                                9,378,113   \n",
       "Benin                                                  2,585,965   \n",
       "Burkina Faso                                           5,098,890   \n",
       "Bangladesh                                            54,129,100   \n",
       "Bulgaria                                               8,144,340   \n",
       "Bahrain                                                  182,887   \n",
       "Bahamas, The                                             133,698   \n",
       "Bosnia and Herzegovina                                 3,478,995   \n",
       "Belarus                                                8,524,224   \n",
       "Belize                                                   103,069   \n",
       "Bermuda                                                   48,900   \n",
       "Bolivia                                                3,990,857   \n",
       "Brazil                                                81,168,654   \n",
       "Barbados                                                 234,547   \n",
       "Brunei Darussalam                                         97,848   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   235,048,548   \n",
       "Timor-Leste                                              537,786   \n",
       "Middle East & North Africa (IDA & IBRD countries)    108,774,858   \n",
       "Tonga                                                     71,757   \n",
       "South Asia (IDA & IBRD)                              622,822,615   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            251,576,403   \n",
       "Trinidad and Tobago                                      903,275   \n",
       "Tunisia                                                4,458,611   \n",
       "Turkey                                                30,244,232   \n",
       "Tuvalu                                                     6,684   \n",
       "Tanzania                                              11,339,097   \n",
       "Uganda                                                 7,746,198   \n",
       "Ukraine                                               44,794,327   \n",
       "Upper middle income                                1,227,973,800   \n",
       "Uruguay                                                2,665,390   \n",
       "United States                                        191,889,000   \n",
       "Uzbekistan                                             9,788,986   \n",
       "St. Vincent and the Grenadines                            85,069   \n",
       "Venezuela, RB                                          9,476,252   \n",
       "British Virgin Islands                                     8,627   \n",
       "Virgin Islands (U.S.)                                     40,800   \n",
       "Vietnam                                               36,780,985   \n",
       "Vanuatu                                                   72,131   \n",
       "World                                              3,257,459,749   \n",
       "Samoa                                                    123,354   \n",
       "Kosovo                                                 1,050,000   \n",
       "Yemen, Rep.                                            5,543,339   \n",
       "South Africa                                          19,412,975   \n",
       "Zambia                                                 3,452,942   \n",
       "Zimbabwe                                               4,269,863   \n",
       "\n",
       "                                                            1965  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                     57,360   \n",
       "Afghanistan                                            9,938,414   \n",
       "Angola                                                 6,203,299   \n",
       "Albania                                                1,864,791   \n",
       "Andorra                                                   18,549   \n",
       "Arab World                                           106,174,988   \n",
       "United Arab Emirates                                     150,362   \n",
       "Argentina                                             22,283,390   \n",
       "Armenia                                                2,211,316   \n",
       "American Samoa                                            23,520   \n",
       "Antigua and Barbuda                                       60,781   \n",
       "Australia                                             11,388,000   \n",
       "Austria                                                7,270,889   \n",
       "Azerbaijan                                             4,592,610   \n",
       "Burundi                                                3,077,876   \n",
       "Belgium                                                9,463,667   \n",
       "Benin                                                  2,632,356   \n",
       "Burkina Faso                                           5,174,870   \n",
       "Bangladesh                                            55,834,038   \n",
       "Bulgaria                                               8,204,168   \n",
       "Bahrain                                                  187,431   \n",
       "Bahamas, The                                             140,054   \n",
       "Bosnia and Herzegovina                                 3,535,640   \n",
       "Belarus                                                8,610,000   \n",
       "Belize                                                   106,119   \n",
       "Bermuda                                                   50,100   \n",
       "Bolivia                                                4,070,590   \n",
       "Brazil                                                83,498,020   \n",
       "Barbados                                                 235,374   \n",
       "Brunei Darussalam                                        102,425   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   241,525,127   \n",
       "Timor-Leste                                              548,218   \n",
       "Middle East & North Africa (IDA & IBRD countries)    111,738,154   \n",
       "Tonga                                                     74,362   \n",
       "South Asia (IDA & IBRD)                              636,701,820   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            257,868,609   \n",
       "Trinidad and Tobago                                      912,417   \n",
       "Tunisia                                                4,545,339   \n",
       "Turkey                                                30,972,965   \n",
       "Tuvalu                                                     6,815   \n",
       "Tanzania                                              11,683,528   \n",
       "Uganda                                                 8,014,401   \n",
       "Ukraine                                               45,261,935   \n",
       "Upper middle income                                1,256,855,898   \n",
       "Uruguay                                                2,694,537   \n",
       "United States                                        194,303,000   \n",
       "Uzbekistan                                            10,143,740   \n",
       "St. Vincent and the Grenadines                            85,970   \n",
       "Venezuela, RB                                          9,824,692   \n",
       "British Virgin Islands                                     8,814   \n",
       "Virgin Islands (U.S.)                                     43,500   \n",
       "Vietnam                                               37,860,012   \n",
       "Vanuatu                                                   74,289   \n",
       "World                                              3,324,545,319   \n",
       "Samoa                                                    127,068   \n",
       "Kosovo                                                 1,078,000   \n",
       "Yemen, Rep.                                            5,643,643   \n",
       "South Africa                                          19,942,303   \n",
       "Zambia                                                 3,563,407   \n",
       "Zimbabwe                                               4,410,212   \n",
       "\n",
       "                                                            1966     ...       \\\n",
       "Country Name                                                         ...        \n",
       "Aruba                                                     57,715     ...        \n",
       "Afghanistan                                           10,152,331     ...        \n",
       "Angola                                                 6,309,770     ...        \n",
       "Albania                                                1,914,573     ...        \n",
       "Andorra                                                   19,647     ...        \n",
       "Arab World                                           109,230,593     ...        \n",
       "United Arab Emirates                                     160,481     ...        \n",
       "Argentina                                             22,608,748     ...        \n",
       "Armenia                                                2,276,031     ...        \n",
       "American Samoa                                            24,321     ...        \n",
       "Antigua and Barbuda                                       62,059     ...        \n",
       "Australia                                             11,651,000     ...        \n",
       "Austria                                                7,322,066     ...        \n",
       "Azerbaijan                                             4,721,525     ...        \n",
       "Burundi                                                3,152,723     ...        \n",
       "Belgium                                                9,527,807     ...        \n",
       "Benin                                                  2,682,159     ...        \n",
       "Burkina Faso                                           5,256,363     ...        \n",
       "Bangladesh                                            57,672,990     ...        \n",
       "Bulgaria                                               8,258,057     ...        \n",
       "Bahrain                                                  191,780     ...        \n",
       "Bahamas, The                                             146,366     ...        \n",
       "Bosnia and Herzegovina                                 3,586,634     ...        \n",
       "Belarus                                                8,696,496     ...        \n",
       "Belize                                                   109,347     ...        \n",
       "Bermuda                                                   51,000     ...        \n",
       "Bolivia                                                4,152,668     ...        \n",
       "Brazil                                                85,837,799     ...        \n",
       "Barbados                                                 236,044     ...        \n",
       "Brunei Darussalam                                        107,316     ...        \n",
       "...                                                          ...     ...        \n",
       "Latin America & the Caribbean (IDA & IBRD count...   248,082,224     ...        \n",
       "Timor-Leste                                              558,676     ...        \n",
       "Middle East & North Africa (IDA & IBRD countries)    114,816,087     ...        \n",
       "Tonga                                                     76,779     ...        \n",
       "South Asia (IDA & IBRD)                              651,036,352     ...        \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            264,386,171     ...        \n",
       "Trinidad and Tobago                                      919,903     ...        \n",
       "Tunisia                                                4,638,275     ...        \n",
       "Turkey                                                31,717,477     ...        \n",
       "Tuvalu                                                     6,938     ...        \n",
       "Tanzania                                              12,038,903     ...        \n",
       "Uganda                                                 8,292,776     ...        \n",
       "Ukraine                                               45,682,308     ...        \n",
       "Upper middle income                                1,288,677,630     ...        \n",
       "Uruguay                                                2,722,877     ...        \n",
       "United States                                        196,560,000     ...        \n",
       "Uzbekistan                                            10,520,879     ...        \n",
       "St. Vincent and the Grenadines                            86,857     ...        \n",
       "Venezuela, RB                                         10,175,140     ...        \n",
       "British Virgin Islands                                     9,007     ...        \n",
       "Virgin Islands (U.S.)                                     46,200     ...        \n",
       "Vietnam                                               38,959,334     ...        \n",
       "Vanuatu                                                   76,413     ...        \n",
       "World                                              3,394,783,653     ...        \n",
       "Samoa                                                    130,688     ...        \n",
       "Kosovo                                                 1,106,000     ...        \n",
       "Yemen, Rep.                                            5,748,588     ...        \n",
       "South Africa                                          20,486,439     ...        \n",
       "Zambia                                                 3,676,189     ...        \n",
       "Zimbabwe                                               4,553,433     ...        \n",
       "\n",
       "                                                            2009  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    101,453   \n",
       "Afghanistan                                           28,004,331   \n",
       "Angola                                                22,549,547   \n",
       "Albania                                                2,927,519   \n",
       "Andorra                                                   84,462   \n",
       "Arab World                                           348,145,094   \n",
       "United Arab Emirates                                   7,666,393   \n",
       "Argentina                                             40,799,407   \n",
       "Armenia                                                2,888,584   \n",
       "American Samoa                                            56,227   \n",
       "Antigua and Barbuda                                       93,581   \n",
       "Australia                                             21,691,700   \n",
       "Austria                                                8,343,323   \n",
       "Azerbaijan                                             8,947,243   \n",
       "Burundi                                                8,489,031   \n",
       "Belgium                                               10,796,493   \n",
       "Benin                                                  8,944,706   \n",
       "Burkina Faso                                          15,141,099   \n",
       "Bangladesh                                           150,454,708   \n",
       "Bulgaria                                               7,444,443   \n",
       "Bahrain                                                1,185,029   \n",
       "Bahamas, The                                             354,856   \n",
       "Bosnia and Herzegovina                                 3,746,561   \n",
       "Belarus                                                9,506,765   \n",
       "Belize                                                   313,929   \n",
       "Bermuda                                                   65,636   \n",
       "Bolivia                                                9,758,748   \n",
       "Brazil                                               194,895,996   \n",
       "Barbados                                                 278,470   \n",
       "Brunei Darussalam                                        383,772   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   573,125,269   \n",
       "Timor-Leste                                            1,092,021   \n",
       "Middle East & North Africa (IDA & IBRD countries)    325,786,717   \n",
       "Tonga                                                    103,604   \n",
       "South Asia (IDA & IBRD)                            1,607,663,899   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            853,953,657   \n",
       "Trinidad and Tobago                                    1,321,618   \n",
       "Tunisia                                               10,521,834   \n",
       "Turkey                                                71,339,185   \n",
       "Tuvalu                                                    10,441   \n",
       "Tanzania                                              44,664,231   \n",
       "Uganda                                                32,771,895   \n",
       "Ukraine                                               46,053,300   \n",
       "Upper middle income                                2,422,393,813   \n",
       "Uruguay                                                3,362,755   \n",
       "United States                                        306,771,529   \n",
       "Uzbekistan                                            27,767,400   \n",
       "St. Vincent and the Grenadines                           109,253   \n",
       "Venezuela, RB                                         28,587,323   \n",
       "British Virgin Islands                                    26,447   \n",
       "Virgin Islands (U.S.)                                    108,405   \n",
       "Vietnam                                               87,565,407   \n",
       "Vanuatu                                                  230,785   \n",
       "World                                              6,849,569,339   \n",
       "Samoa                                                    184,826   \n",
       "Kosovo                                                 1,761,474   \n",
       "Yemen, Rep.                                           22,974,929   \n",
       "South Africa                                          50,970,818   \n",
       "Zambia                                                13,456,417   \n",
       "Zimbabwe                                              13,810,599   \n",
       "\n",
       "                                                            2010  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    101,669   \n",
       "Afghanistan                                           28,803,167   \n",
       "Angola                                                23,369,131   \n",
       "Albania                                                2,913,021   \n",
       "Andorra                                                   84,449   \n",
       "Arab World                                           356,508,908   \n",
       "United Arab Emirates                                   8,270,684   \n",
       "Argentina                                             41,223,889   \n",
       "Armenia                                                2,877,311   \n",
       "American Samoa                                            55,637   \n",
       "Antigua and Barbuda                                       94,661   \n",
       "Australia                                             22,031,750   \n",
       "Austria                                                8,363,404   \n",
       "Azerbaijan                                             9,054,332   \n",
       "Burundi                                                8,766,930   \n",
       "Belgium                                               10,895,586   \n",
       "Benin                                                  9,199,259   \n",
       "Burkina Faso                                          15,605,217   \n",
       "Bangladesh                                           152,149,102   \n",
       "Bulgaria                                               7,395,599   \n",
       "Bahrain                                                1,240,862   \n",
       "Bahamas, The                                             360,832   \n",
       "Bosnia and Herzegovina                                 3,722,084   \n",
       "Belarus                                                9,490,583   \n",
       "Belize                                                   321,608   \n",
       "Bermuda                                                   65,124   \n",
       "Bolivia                                                9,918,242   \n",
       "Brazil                                               196,796,269   \n",
       "Barbados                                                 279,569   \n",
       "Brunei Darussalam                                        388,662   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   580,246,796   \n",
       "Timor-Leste                                            1,109,591   \n",
       "Middle East & North Africa (IDA & IBRD countries)    331,770,455   \n",
       "Tonga                                                    104,137   \n",
       "South Asia (IDA & IBRD)                            1,630,806,784   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            877,628,367   \n",
       "Trinidad and Tobago                                    1,328,100   \n",
       "Tunisia                                               10,639,931   \n",
       "Turkey                                                72,326,914   \n",
       "Tuvalu                                                    10,531   \n",
       "Tanzania                                              46,098,591   \n",
       "Uganda                                                33,915,133   \n",
       "Ukraine                                               45,870,700   \n",
       "Upper middle income                                2,440,543,075   \n",
       "Uruguay                                                3,374,415   \n",
       "United States                                        309,338,421   \n",
       "Uzbekistan                                            28,562,400   \n",
       "St. Vincent and the Grenadines                           109,315   \n",
       "Venezuela, RB                                         29,028,033   \n",
       "British Virgin Islands                                    27,224   \n",
       "Virgin Islands (U.S.)                                    108,358   \n",
       "Vietnam                                               88,472,512   \n",
       "Vanuatu                                                  236,295   \n",
       "World                                              6,932,869,743   \n",
       "Samoa                                                    186,205   \n",
       "Kosovo                                                 1,775,680   \n",
       "Yemen, Rep.                                           23,606,779   \n",
       "South Africa                                          51,584,663   \n",
       "Zambia                                                13,850,033   \n",
       "Zimbabwe                                              14,086,317   \n",
       "\n",
       "                                                            2011  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    102,053   \n",
       "Afghanistan                                           29,708,599   \n",
       "Angola                                                24,218,565   \n",
       "Albania                                                2,905,195   \n",
       "Andorra                                                   83,751   \n",
       "Arab World                                           364,895,878   \n",
       "United Arab Emirates                                   8,672,475   \n",
       "Argentina                                             41,656,879   \n",
       "Armenia                                                2,875,581   \n",
       "American Samoa                                            55,320   \n",
       "Antigua and Barbuda                                       95,719   \n",
       "Australia                                             22,340,024   \n",
       "Austria                                                8,391,643   \n",
       "Azerbaijan                                             9,173,082   \n",
       "Burundi                                                9,043,508   \n",
       "Belgium                                               11,047,744   \n",
       "Benin                                                  9,460,802   \n",
       "Burkina Faso                                          16,081,904   \n",
       "Bangladesh                                           153,911,916   \n",
       "Bulgaria                                               7,348,328   \n",
       "Bahrain                                                1,278,269   \n",
       "Bahamas, The                                             366,568   \n",
       "Bosnia and Herzegovina                                 3,688,865   \n",
       "Belarus                                                9,473,172   \n",
       "Belize                                                   329,192   \n",
       "Bermuda                                                   64,564   \n",
       "Bolivia                                               10,078,343   \n",
       "Brazil                                               198,686,688   \n",
       "Barbados                                                 280,601   \n",
       "Brunei Darussalam                                        394,013   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   587,315,129   \n",
       "Timor-Leste                                            1,131,523   \n",
       "Middle East & North Africa (IDA & IBRD countries)    337,894,992   \n",
       "Tonga                                                    104,577   \n",
       "South Asia (IDA & IBRD)                            1,653,798,614   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            901,989,926   \n",
       "Trinidad and Tobago                                    1,334,788   \n",
       "Tunisia                                               10,761,467   \n",
       "Turkey                                                73,409,455   \n",
       "Tuvalu                                                    10,628   \n",
       "Tanzania                                              47,570,902   \n",
       "Uganda                                                35,093,648   \n",
       "Ukraine                                               45,706,100   \n",
       "Upper middle income                                2,459,175,685   \n",
       "Uruguay                                                3,385,624   \n",
       "United States                                        311,644,280   \n",
       "Uzbekistan                                            29,339,400   \n",
       "St. Vincent and the Grenadines                           109,341   \n",
       "Venezuela, RB                                         29,463,291   \n",
       "British Virgin Islands                                    27,901   \n",
       "Virgin Islands (U.S.)                                    108,292   \n",
       "Vietnam                                               89,436,644   \n",
       "Vanuatu                                                  241,871   \n",
       "World                                              7,014,983,968   \n",
       "Samoa                                                    187,665   \n",
       "Kosovo                                                 1,791,000   \n",
       "Yemen, Rep.                                           24,252,206   \n",
       "South Africa                                          52,263,516   \n",
       "Zambia                                                14,264,756   \n",
       "Zimbabwe                                              14,386,649   \n",
       "\n",
       "                                                            2012  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    102,577   \n",
       "Afghanistan                                           30,696,958   \n",
       "Angola                                                25,096,150   \n",
       "Albania                                                2,900,401   \n",
       "Andorra                                                   82,431   \n",
       "Arab World                                           373,306,993   \n",
       "United Arab Emirates                                   8,900,453   \n",
       "Argentina                                             42,096,739   \n",
       "Armenia                                                2,881,922   \n",
       "American Samoa                                            55,230   \n",
       "Antigua and Barbuda                                       96,777   \n",
       "Australia                                             22,742,475   \n",
       "Austria                                                8,429,991   \n",
       "Azerbaijan                                             9,295,784   \n",
       "Burundi                                                9,319,710   \n",
       "Belgium                                               11,128,246   \n",
       "Benin                                                  9,729,160   \n",
       "Burkina Faso                                          16,571,216   \n",
       "Bangladesh                                           155,727,053   \n",
       "Bulgaria                                               7,305,888   \n",
       "Bahrain                                                1,300,217   \n",
       "Bahamas, The                                             372,039   \n",
       "Bosnia and Herzegovina                                 3,648,200   \n",
       "Belarus                                                9,464,495   \n",
       "Belize                                                   336,701   \n",
       "Bermuda                                                   64,798   \n",
       "Bolivia                                               10,239,004   \n",
       "Brazil                                               200,560,983   \n",
       "Barbados                                                 281,585   \n",
       "Brunei Darussalam                                        399,748   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   594,330,743   \n",
       "Timor-Leste                                            1,156,760   \n",
       "Middle East & North Africa (IDA & IBRD countries)    344,148,796   \n",
       "Tonga                                                    104,951   \n",
       "South Asia (IDA & IBRD)                            1,676,615,491   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            927,039,875   \n",
       "Trinidad and Tobago                                    1,341,588   \n",
       "Tunisia                                               10,886,668   \n",
       "Turkey                                                74,569,867   \n",
       "Tuvalu                                                    10,725   \n",
       "Tanzania                                              49,082,997   \n",
       "Uganda                                                36,306,796   \n",
       "Ukraine                                               45,593,300   \n",
       "Upper middle income                                2,478,491,686   \n",
       "Uruguay                                                3,396,777   \n",
       "United States                                        313,993,272   \n",
       "Uzbekistan                                            29,774,500   \n",
       "St. Vincent and the Grenadines                           109,328   \n",
       "Venezuela, RB                                         29,893,080   \n",
       "British Virgin Islands                                    28,509   \n",
       "Virgin Islands (U.S.)                                    108,191   \n",
       "Vietnam                                               90,451,881   \n",
       "Vanuatu                                                  247,485   \n",
       "World                                              7,099,557,649   \n",
       "Samoa                                                    189,194   \n",
       "Kosovo                                                 1,805,200   \n",
       "Yemen, Rep.                                           24,909,969   \n",
       "South Africa                                          52,998,213   \n",
       "Zambia                                                14,699,937   \n",
       "Zimbabwe                                              14,710,826   \n",
       "\n",
       "                                                            2013  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    103,187   \n",
       "Afghanistan                                           31,731,688   \n",
       "Angola                                                25,998,340   \n",
       "Albania                                                2,895,092   \n",
       "Andorra                                                   80,788   \n",
       "Arab World                                           381,702,086   \n",
       "United Arab Emirates                                   9,006,263   \n",
       "Argentina                                             42,539,925   \n",
       "Armenia                                                2,893,509   \n",
       "American Samoa                                            55,307   \n",
       "Antigua and Barbuda                                       97,824   \n",
       "Australia                                             23,145,901   \n",
       "Austria                                                8,479,823   \n",
       "Azerbaijan                                             9,416,801   \n",
       "Burundi                                                9,600,186   \n",
       "Belgium                                               11,182,817   \n",
       "Benin                                                 10,004,451   \n",
       "Burkina Faso                                          17,072,723   \n",
       "Bangladesh                                           157,571,292   \n",
       "Bulgaria                                               7,265,115   \n",
       "Bahrain                                                1,315,411   \n",
       "Bahamas, The                                             377,240   \n",
       "Bosnia and Herzegovina                                 3,604,999   \n",
       "Belarus                                                9,465,997   \n",
       "Belize                                                   344,181   \n",
       "Bermuda                                                   65,001   \n",
       "Bolivia                                               10,400,264   \n",
       "Brazil                                               202,408,632   \n",
       "Barbados                                                 282,509   \n",
       "Brunei Darussalam                                        405,716   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   601,277,206   \n",
       "Timor-Leste                                            1,184,366   \n",
       "Middle East & North Africa (IDA & IBRD countries)    350,471,538   \n",
       "Tonga                                                    105,328   \n",
       "South Asia (IDA & IBRD)                            1,699,310,450   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            952,734,072   \n",
       "Trinidad and Tobago                                    1,348,248   \n",
       "Tunisia                                               11,014,558   \n",
       "Turkey                                                75,787,333   \n",
       "Tuvalu                                                    10,819   \n",
       "Tanzania                                              50,636,595   \n",
       "Uganda                                                37,553,726   \n",
       "Ukraine                                               45,489,600   \n",
       "Upper middle income                                2,498,184,210   \n",
       "Uruguay                                                3,408,005   \n",
       "United States                                        316,234,505   \n",
       "Uzbekistan                                            30,243,200   \n",
       "St. Vincent and the Grenadines                           109,320   \n",
       "Venezuela, RB                                         30,317,848   \n",
       "British Virgin Islands                                    29,056   \n",
       "Virgin Islands (U.S.)                                    108,044   \n",
       "Vietnam                                               91,497,725   \n",
       "Vanuatu                                                  253,142   \n",
       "World                                              7,185,137,526   \n",
       "Samoa                                                    190,757   \n",
       "Kosovo                                                 1,824,100   \n",
       "Yemen, Rep.                                           25,576,322   \n",
       "South Africa                                          53,767,396   \n",
       "Zambia                                                15,153,210   \n",
       "Zimbabwe                                              15,054,506   \n",
       "\n",
       "                                                            2014  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    103,795   \n",
       "Afghanistan                                           32,758,020   \n",
       "Angola                                                26,920,466   \n",
       "Albania                                                2,889,104   \n",
       "Andorra                                                   79,223   \n",
       "Arab World                                           390,043,028   \n",
       "United Arab Emirates                                   9,070,867   \n",
       "Argentina                                             42,981,515   \n",
       "Armenia                                                2,906,220   \n",
       "American Samoa                                            55,437   \n",
       "Antigua and Barbuda                                       98,875   \n",
       "Australia                                             23,504,138   \n",
       "Austria                                                8,546,356   \n",
       "Azerbaijan                                             9,535,079   \n",
       "Burundi                                                9,891,790   \n",
       "Belgium                                               11,209,057   \n",
       "Benin                                                 10,286,712   \n",
       "Burkina Faso                                          17,585,977   \n",
       "Bangladesh                                           159,405,279   \n",
       "Bulgaria                                               7,223,938   \n",
       "Bahrain                                                1,336,397   \n",
       "Bahamas, The                                             382,169   \n",
       "Bosnia and Herzegovina                                 3,566,002   \n",
       "Belarus                                                9,474,511   \n",
       "Belize                                                   351,694   \n",
       "Bermuda                                                   65,139   \n",
       "Bolivia                                               10,562,159   \n",
       "Brazil                                               204,213,133   \n",
       "Barbados                                                 283,385   \n",
       "Brunei Darussalam                                        411,704   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   608,136,047   \n",
       "Timor-Leste                                            1,212,814   \n",
       "Middle East & North Africa (IDA & IBRD countries)    356,783,315   \n",
       "Tonga                                                    105,782   \n",
       "South Asia (IDA & IBRD)                            1,721,847,786   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)            979,017,918   \n",
       "Trinidad and Tobago                                    1,354,493   \n",
       "Tunisia                                               11,143,908   \n",
       "Turkey                                                77,030,628   \n",
       "Tuvalu                                                    10,908   \n",
       "Tanzania                                              52,234,869   \n",
       "Uganda                                                38,833,338   \n",
       "Ukraine                                               45,271,947   \n",
       "Upper middle income                                2,517,979,764   \n",
       "Uruguay                                                3,419,546   \n",
       "United States                                        318,622,525   \n",
       "Uzbekistan                                            30,757,700   \n",
       "St. Vincent and the Grenadines                           109,357   \n",
       "Venezuela, RB                                         30,738,378   \n",
       "British Virgin Islands                                    29,588   \n",
       "Virgin Islands (U.S.)                                    107,884   \n",
       "Vietnam                                               92,544,915   \n",
       "Vanuatu                                                  258,850   \n",
       "World                                              7,271,322,821   \n",
       "Samoa                                                    192,290   \n",
       "Kosovo                                                 1,821,800   \n",
       "Yemen, Rep.                                           26,246,327   \n",
       "South Africa                                          54,539,571   \n",
       "Zambia                                                15,620,974   \n",
       "Zimbabwe                                              15,411,675   \n",
       "\n",
       "                                                            2015  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    104,341   \n",
       "Afghanistan                                           33,736,494   \n",
       "Angola                                                27,859,305   \n",
       "Albania                                                2,880,703   \n",
       "Andorra                                                   78,014   \n",
       "Arab World                                           398,304,960   \n",
       "United Arab Emirates                                   9,154,302   \n",
       "Argentina                                             43,417,765   \n",
       "Armenia                                                2,916,950   \n",
       "American Samoa                                            55,537   \n",
       "Antigua and Barbuda                                       99,923   \n",
       "Australia                                             23,850,784   \n",
       "Austria                                                8,642,699   \n",
       "Azerbaijan                                             9,649,341   \n",
       "Burundi                                               10,199,270   \n",
       "Belgium                                               11,274,196   \n",
       "Benin                                                 10,575,952   \n",
       "Burkina Faso                                          18,110,624   \n",
       "Bangladesh                                           161,200,886   \n",
       "Bulgaria                                               7,177,991   \n",
       "Bahrain                                                1,371,855   \n",
       "Bahamas, The                                             386,838   \n",
       "Bosnia and Herzegovina                                 3,535,961   \n",
       "Belarus                                                9,489,616   \n",
       "Belize                                                   359,288   \n",
       "Bermuda                                                   65,239   \n",
       "Bolivia                                               10,724,705   \n",
       "Brazil                                               205,962,108   \n",
       "Barbados                                                 284,217   \n",
       "Brunei Darussalam                                        417,542   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   614,891,969   \n",
       "Timor-Leste                                            1,240,977   \n",
       "Middle East & North Africa (IDA & IBRD countries)    363,027,163   \n",
       "Tonga                                                    106,364   \n",
       "South Asia (IDA & IBRD)                            1,744,199,944   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)          1,005,850,049   \n",
       "Trinidad and Tobago                                    1,360,092   \n",
       "Tunisia                                               11,273,661   \n",
       "Turkey                                                78,271,472   \n",
       "Tuvalu                                                    11,001   \n",
       "Tanzania                                              53,879,957   \n",
       "Uganda                                                40,144,870   \n",
       "Ukraine                                               45,154,029   \n",
       "Upper middle income                                2,537,437,057   \n",
       "Uruguay                                                3,431,552   \n",
       "United States                                        321,039,839   \n",
       "Uzbekistan                                            31,298,900   \n",
       "St. Vincent and the Grenadines                           109,455   \n",
       "Venezuela, RB                                         31,155,134   \n",
       "British Virgin Islands                                    30,113   \n",
       "Virgin Islands (U.S.)                                    107,710   \n",
       "Vietnam                                               93,571,567   \n",
       "Vanuatu                                                  264,603   \n",
       "World                                              7,357,559,450   \n",
       "Samoa                                                    193,759   \n",
       "Kosovo                                                 1,801,800   \n",
       "Yemen, Rep.                                           26,916,207   \n",
       "South Africa                                          55,291,225   \n",
       "Zambia                                                16,100,587   \n",
       "Zimbabwe                                              15,777,451   \n",
       "\n",
       "                                                            2016  \\\n",
       "Country Name                                                       \n",
       "Aruba                                                    104,822   \n",
       "Afghanistan                                           34,656,032   \n",
       "Angola                                                28,813,463   \n",
       "Albania                                                2,876,101   \n",
       "Andorra                                                   77,281   \n",
       "Arab World                                           406,452,690   \n",
       "United Arab Emirates                                   9,269,612   \n",
       "Argentina                                             43,847,430   \n",
       "Armenia                                                2,924,816   \n",
       "American Samoa                                            55,599   \n",
       "Antigua and Barbuda                                      100,963   \n",
       "Australia                                             24,210,809   \n",
       "Austria                                                8,736,668   \n",
       "Azerbaijan                                             9,757,812   \n",
       "Burundi                                               10,524,117   \n",
       "Belgium                                               11,331,422   \n",
       "Benin                                                 10,872,298   \n",
       "Burkina Faso                                          18,646,433   \n",
       "Bangladesh                                           162,951,560   \n",
       "Bulgaria                                               7,127,822   \n",
       "Bahrain                                                1,425,171   \n",
       "Bahamas, The                                             391,232   \n",
       "Bosnia and Herzegovina                                 3,516,816   \n",
       "Belarus                                                9,501,534   \n",
       "Belize                                                   366,954   \n",
       "Bermuda                                                   65,341   \n",
       "Bolivia                                               10,887,882   \n",
       "Brazil                                               207,652,865   \n",
       "Barbados                                                 284,996   \n",
       "Brunei Darussalam                                        423,196   \n",
       "...                                                          ...   \n",
       "Latin America & the Caribbean (IDA & IBRD count...   621,534,921   \n",
       "Timor-Leste                                            1,268,671   \n",
       "Middle East & North Africa (IDA & IBRD countries)    369,167,489   \n",
       "Tonga                                                    107,122   \n",
       "South Asia (IDA & IBRD)                            1,766,393,714   \n",
       "Sub-Saharan Africa (IDA & IBRD countries)          1,033,212,743   \n",
       "Trinidad and Tobago                                    1,364,962   \n",
       "Tunisia                                               11,403,248   \n",
       "Turkey                                                79,512,426   \n",
       "Tuvalu                                                    11,097   \n",
       "Tanzania                                              55,572,201   \n",
       "Uganda                                                41,487,965   \n",
       "Ukraine                                               45,004,645   \n",
       "Upper middle income                                2,556,921,923   \n",
       "Uruguay                                                3,444,006   \n",
       "United States                                        323,405,935   \n",
       "Uzbekistan                                            31,847,900   \n",
       "St. Vincent and the Grenadines                           109,643   \n",
       "Venezuela, RB                                         31,568,179   \n",
       "British Virgin Islands                                    30,661   \n",
       "Virgin Islands (U.S.)                                    107,510   \n",
       "Vietnam                                               94,569,072   \n",
       "Vanuatu                                                  270,402   \n",
       "World                                              7,444,157,356   \n",
       "Samoa                                                    195,125   \n",
       "Kosovo                                                 1,816,200   \n",
       "Yemen, Rep.                                           27,584,213   \n",
       "South Africa                                          56,015,473   \n",
       "Zambia                                                16,591,390   \n",
       "Zimbabwe                                              16,150,362   \n",
       "\n",
       "                                                            2017  Unnamed: 62  \n",
       "Country Name                                                                   \n",
       "Aruba                                                    105,264          nan  \n",
       "Afghanistan                                           35,530,081          nan  \n",
       "Angola                                                29,784,193          nan  \n",
       "Albania                                                2,873,457          nan  \n",
       "Andorra                                                   76,965          nan  \n",
       "Arab World                                           414,491,886          nan  \n",
       "United Arab Emirates                                   9,400,145          nan  \n",
       "Argentina                                             44,271,041          nan  \n",
       "Armenia                                                2,930,450          nan  \n",
       "American Samoa                                            55,641          nan  \n",
       "Antigua and Barbuda                                      102,012          nan  \n",
       "Australia                                             24,598,933          nan  \n",
       "Austria                                                8,809,212          nan  \n",
       "Azerbaijan                                             9,862,429          nan  \n",
       "Burundi                                               10,864,245          nan  \n",
       "Belgium                                               11,372,068          nan  \n",
       "Benin                                                 11,175,692          nan  \n",
       "Burkina Faso                                          19,193,382          nan  \n",
       "Bangladesh                                           164,669,751          nan  \n",
       "Bulgaria                                               7,075,991          nan  \n",
       "Bahrain                                                1,492,584          nan  \n",
       "Bahamas, The                                             395,361          nan  \n",
       "Bosnia and Herzegovina                                 3,507,017          nan  \n",
       "Belarus                                                9,507,875          nan  \n",
       "Belize                                                   374,681          nan  \n",
       "Bermuda                                                   65,441          nan  \n",
       "Bolivia                                               11,051,600          nan  \n",
       "Brazil                                               209,288,278          nan  \n",
       "Barbados                                                 285,719          nan  \n",
       "Brunei Darussalam                                        428,697          nan  \n",
       "...                                                          ...          ...  \n",
       "Latin America & the Caribbean (IDA & IBRD count...   628,059,792          nan  \n",
       "Timor-Leste                                            1,296,311          nan  \n",
       "Middle East & North Africa (IDA & IBRD countries)    375,217,005          nan  \n",
       "Tonga                                                    108,020          nan  \n",
       "South Asia (IDA & IBRD)                            1,788,388,852          nan  \n",
       "Sub-Saharan Africa (IDA & IBRD countries)          1,061,107,721          nan  \n",
       "Trinidad and Tobago                                    1,369,125          nan  \n",
       "Tunisia                                               11,532,127          nan  \n",
       "Turkey                                                80,745,020          nan  \n",
       "Tuvalu                                                    11,192          nan  \n",
       "Tanzania                                              57,310,019          nan  \n",
       "Uganda                                                42,862,958          nan  \n",
       "Ukraine                                               44,831,159          nan  \n",
       "Upper middle income                                2,576,202,556          nan  \n",
       "Uruguay                                                3,456,750          nan  \n",
       "United States                                        325,719,178          nan  \n",
       "Uzbekistan                                            32,387,200          nan  \n",
       "St. Vincent and the Grenadines                           109,897          nan  \n",
       "Venezuela, RB                                         31,977,065          nan  \n",
       "British Virgin Islands                                    31,196          nan  \n",
       "Virgin Islands (U.S.)                                    107,268          nan  \n",
       "Vietnam                                               95,540,800          nan  \n",
       "Vanuatu                                                  276,244          nan  \n",
       "World                                              7,530,360,149          nan  \n",
       "Samoa                                                    196,440          nan  \n",
       "Kosovo                                                 1,830,700          nan  \n",
       "Yemen, Rep.                                           28,250,420          nan  \n",
       "South Africa                                          56,717,156          nan  \n",
       "Zambia                                                17,094,130          nan  \n",
       "Zimbabwe                                              16,529,904          nan  \n",
       "\n",
       "[264 rows x 62 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Parsing a csv-file\n",
    "pop_data = pd.read_csv('pop_data.csv', skiprows=3, header=0, index_col = 0)\n",
    "pd.options.display.float_format = \"{:,.0f}\".format\n",
    "period = [1960, 2017]\n",
    "country_list = sorted(list(pop_data.index.values))\n",
    "unit_subs = {'Thousands':1000, 'Millions':1000000, 'Billions':1000000000}\n",
    "unit_letters = {'Thousands':'K', 'Millions':'M', 'Billions':'B'}\n",
    "\n",
    "pop_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Setting plot parameters\n",
    "plt.rcParams[\"figure.figsize\"] = [16,9]\n",
    "plt.rcParams[\"figure.dpi\"] = 100\n",
    "\n",
    "# Size font for titles and scales\n",
    "plt.rcParams[\"axes.titlesize\"] = 18;\n",
    "plt.rcParams[\"axes.labelsize\"] = 18;\n",
    "plt.rcParams[\"xtick.labelsize\"] = 13;\n",
    "plt.rcParams[\"ytick.labelsize\"] = 13;\n",
    "\n",
    "# Padding for axes labels (distance between axes and labels 'Year' and 'Population')\n",
    "plt.rcParams[\"axes.titlepad\"] = 20;\n",
    "plt.rcParams[\"axes.labelpad\"] = 20;\n",
    "\n",
    "# Marker edge is set to 2 and color is to white to create a padding around the marker\n",
    "plt.rcParams['lines.markeredgewidth'] = 2\n",
    "plt.rcParams['lines.markeredgecolor'] = 'w'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_plot(period, country, unit):\n",
    "    '''\n",
    "    Function prepares a table depend on parameters and creates a plot with title and labels\n",
    "    '''\n",
    "    years = [str(year) for year in range(period[0], period[1] + 1)]\n",
    "    temp_df = pop_data[years].T\n",
    "\n",
    "    plt.plot(temp_df[country], marker='.', markersize=10, linewidth=2)\n",
    "    plt.grid(axis='y', linestyle='--')\n",
    "\n",
    "    plt.xlabel(\"Year\")\n",
    "    plt.ylabel(\"Population\")\n",
    "    title_period = period[0] if period[0] == period[1] else str(period[0]) + '-' + str(period[1])\n",
    "    plt.title(f\"{country} population in {title_period}\")\n",
    "\n",
    "    plt.xticks(np.arange(0, len(years), step=5))\n",
    "    plt.ticklabel_format(style='plain', axis='y')\n",
    "    \n",
    "    # Preventing negative numbers on y axis\n",
    "    if (min(plt.yticks()[0])) < 0:\n",
    "        plt.ylim(bottom=0)\n",
    "\n",
    "    yticks = (list(plt.yticks()[0]))\n",
    "    fmt = lambda x: f\"{x / unit_subs[unit]: >7.2f}{unit_letters[unit]}\"\n",
    "    plt.yticks(yticks, [fmt(i) for i in yticks])\n",
    "    \n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "16fb71bc3a1740d893f6bda342b0c4e4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntRangeSlider(value=(1960, 2017), continuous_update=False, description='Period:', max=2017, mi…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4a0cd3a465a841aaa770a7a8da0c14cc",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Interacting with widgets\n",
    "period_slider = widgets.IntRangeSlider(\n",
    "    value=period,\n",
    "    min=1960,\n",
    "    max=2017,\n",
    "    step=1,\n",
    "    description='Period:',\n",
    "    disabled=False,\n",
    "    continuous_update=False,\n",
    "    orientation='horizontal',\n",
    "    readout=True,\n",
    "    readout_format='d',\n",
    ")\n",
    "\n",
    "country_picker = widgets.Dropdown(\n",
    "    options=country_list,\n",
    "    value='World',\n",
    "    description='Country:',\n",
    "    disabled=False,\n",
    ")\n",
    "\n",
    "unit_picker = widgets.Dropdown(\n",
    "    options=[\"Thousands\", \"Millions\", \"Billions\"],\n",
    "    value='Millions',\n",
    "    description='Unit:',\n",
    "    disabled=False,\n",
    ")\n",
    "\n",
    "ui = widgets.HBox([period_slider, country_picker, unit_picker])\n",
    "\n",
    "out = widgets.interactive_output(create_plot, {'period': period_slider, 'country': country_picker, 'unit': unit_picker})\n",
    "\n",
    "display(ui, out)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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