{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# International Financial Aid (per-capita) [World Bank 1960-2013]\n", "\n", "Datasets:\n", "* http://data.worldbank.org/indicator/DT.ODA.ALLD.CD/countries/1W\n", "* http://data.worldbank.org/indicator/SP.POP.TOTL\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied (use --upgrade to upgrade): conda in /usr/local/lib/python2.7/site-packages\n", "Requirement already satisfied (use --upgrade to upgrade): pycosat in /usr/local/lib/python2.7/site-packages (from conda)\n", "Requirement already satisfied (use --upgrade to upgrade): pyyaml in /usr/local/lib/python2.7/site-packages (from conda)\n", "Requirement already satisfied (use --upgrade to upgrade): requests in /usr/local/lib/python2.7/site-packages (from conda)\n", "Cleaning up...\n", "Fetching package metadata: ..\n", "Solving package specifications: .\n", "# All requested packages already installed.\n", "# packages in environment at /usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7:\n", "#\n", "matplotlib 1.4.0 np18py27_0\n", "pandas 0.14.1 np18py27_0\n", "Requirement already satisfied (use --upgrade to upgrade): quandl in /usr/local/lib/python2.7/site-packages\n", "Cleaning up...\n" ] } ], "source": [ "#!pip install conda\n", "#!conda install --yes pandas matplotlib" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('0.14.1', '1.8.2')\n" ] } ], "source": [ "import pandas as pd\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import json\n", " \n", "print(pd.__version__, np.__version__)" ] }, { "cell_type": "code", "execution_count": 103, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File `aid_data/wb_net_aid_received.zip' already there; not retrieving.\n", "caution: not extracting; -d ignored\n", "Archive: aid_data/wb_net_aid_received.zip\n", " Length Method Size Ratio Date Time CRC-32 Name\n", "-------- ------ ------- ----- ---- ---- ------ ----\n", " 152008 Defl:N 40747 73% 08-27-14 01:40 3a7d8b92 dt.oda.alld.cd_Indicator_en_csv_v2.csv\n", "-------- ------- --- -------\n", " 152008 40747 73% 1 file\n", "File `aid_data/wb_pop_total.zip' already there; not retrieving.\n", "caution: not extracting; -d ignored\n", "Archive: aid_data/wb_pop_total.zip\n", " Length Method Size Ratio Date Time CRC-32 Name\n", "-------- ------ ------- ----- ---- ---- ------ ----\n", " 152431 Defl:N 71147 53% 08-27-14 03:02 77d3fb2a sp.pop.totl_Indicator_en_csv_v2.csv\n", "-------- ------- --- -------\n", " 152431 71147 53% 1 file\n", "File `aid_data/oecd_aid_statistics.xls' already there; not retrieving.\n", "total 1248\n", "drwxr-xr-x 10 W admin 340 Sep 5 10:42 \u001b[34m.\u001b[m\u001b[m\n", "drwx------+ 203 W admin 6902 Sep 5 11:34 \u001b[34m..\u001b[m\u001b[m\n", "-rw-r--r-- 1 W admin 44676 Aug 27 01:40 Metadata_Country_dt.oda.alld.cd_Indicator_en_csv_v2.csv\n", "-rw-r--r-- 1 W admin 1567 Aug 27 01:40 Metadata_Indicator_dt.oda.alld.cd_Indicator_en_csv_v2.csv\n", "-rw-r--r-- 1 W admin 182 Aug 27 03:02 [Content_Types].xml\n", "-rw-r--r-- 1 W admin 152008 Aug 27 01:40 dt.oda.alld.cd_Indicator_en_csv_v2.csv\n", "-rw-r--r-- 1 W admin 135168 Jul 4 18:59 oecd_aid_statistics.xls\n", "-rw-r--r-- 1 W admin 152431 Aug 27 03:02 sp.pop.totl_Indicator_en_csv_v2.csv\n", "-rw-r--r-- 1 W admin 53023 Sep 5 10:33 wb_net_aid_received.zip\n", "-rw-r--r-- 1 W admin 83148 Sep 5 10:33 wb_pop_total.zip\n" ] } ], "source": [ "datadir = \"aid_data\"\n", "\n", "import os\n", "os.path.exists(datadir) or os.makedirs(datadir)\n", "\n", "# http://data.worldbank.org/indicator/DT.ODA.ALLD.CD/countries/1W\n", "wb_net_aid_received_zip = os.path.join(datadir, \"wb_net_aid_received.zip\")\n", "!wget --continue --no-clobber \"http://api.worldbank.org/v2/en/indicator/dt.oda.alld.cd?downloadformat=csv\" -O $wb_net_aid_received_zip\n", "#!ls -al $datadir\n", "wb_net_aid_received_csv_name = \"dt.oda.alld.cd_Indicator_en_csv_v2.csv\"\n", "#!ls unzip -l $wb_net_aid_received_csv_name\n", "!unzip -u $wb_net_aid_received_zip \"$wb_net_aid_received_csv_name\" -d $datadir\n", "#!ls -al $datadir\n", "wb_net_aid_received_csv = os.path.join(datadir, wb_net_aid_received_csv_name)\n", "\n", "# http://data.worldbank.org/indicator/SP.POP.TOTL\n", "wb_pop_total_zip = os.path.join(datadir, \"wb_pop_total.zip\")\n", "!wget --continue --no-clobber \"http://api.worldbank.org/v2/en/indicator/sp.pop.totl?downloadformat=csv\" -O $wb_pop_total_zip\n", "#!ls -al $datadir\n", "#!unzip -l $wb_pop_total_zip\n", "wb_pop_total_csv_name = \"sp.pop.totl_Indicator_en_csv_v2.csv\"\n", "!unzip -u $wb_pop_total_zip $wb_pop_total_csv_name -d $datadir\n", "#!ls -al $datadir\n", "wb_pop_total_csv = os.path.join(datadir, wb_pop_total_csv_name)\n", "\n", "# http://www.oecd.org/dac/stats/aidtopoorcountriesslipsfurtherasgovernmentstightenbudgets.htm\n", "oecd_aid_statistics_xls = os.path.join(datadir, \"oecd_aid_statistics.xls\")\n", "!wget --continue --no-clobber \"http://www.oecd.org/development/stats/ODA%202012%20Tables%20and%20Charts.xls\" -O $oecd_aid_statistics_xls\n", "\n", "!ls -al $datadir" ] }, { "cell_type": "code", "execution_count": 104, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
\n", " | Country Name | \n", "Country Code | \n", "Indicator Name | \n", "Indicator Code | \n", "1960 | \n", "1961 | \n", "1962 | \n", "1963 | \n", "1964 | \n", "1965 | \n", "... | \n", "2005 | \n", "2006 | \n", "2007 | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "Unnamed: 58 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
1 | \n", "Andorra | \n", "AND | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "17180000 | \n", "34670000 | \n", "16930000 | \n", "36670000 | \n", "46170000 | \n", "53930000 | \n", "... | \n", "2.837620e+09 | \n", "2.961670e+09 | \n", "4.964720e+09 | \n", "4.875070e+09 | \n", "6.235260e+09 | \n", "6.426380e+09 | \n", "6.884700e+09 | \n", "6.725030e+09 | \n", "NaN | \n", "NaN | \n", "
3 | \n", "Angola | \n", "AGO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-50000 | \n", "23550000 | \n", "NaN | \n", "30000 | \n", "NaN | \n", "1110000 | \n", "... | \n", "4.145700e+08 | \n", "1.635200e+08 | \n", "2.476700e+08 | \n", "3.688200e+08 | \n", "2.387100e+08 | \n", "2.382300e+08 | \n", "1.942500e+08 | \n", "2.423500e+08 | \n", "NaN | \n", "NaN | \n", "
4 | \n", "Albania | \n", "ALB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "3.191400e+08 | \n", "3.217800e+08 | \n", "3.071900e+08 | \n", "3.632700e+08 | \n", "3.569600e+08 | \n", "3.407000e+08 | \n", "3.507500e+08 | \n", "3.416200e+08 | \n", "NaN | \n", "NaN | \n", "
5 | \n", "Andean Region | \n", "ANR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
6 | \n", "Arab World | \n", "ARB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "881990000 | \n", "973930000 | \n", "929090000 | \n", "858610000 | \n", "831420000 | \n", "666060000 | \n", "... | \n", "2.927589e+10 | \n", "1.755314e+10 | \n", "1.905781e+10 | \n", "2.275868e+10 | \n", "1.424822e+10 | \n", "1.236550e+10 | \n", "1.303252e+10 | \n", "1.495131e+10 | \n", "0 | \n", "NaN | \n", "
7 | \n", "United Arab Emirates | \n", "ARE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "410000 | \n", "540000 | \n", "430000 | \n", "390000 | \n", "580000 | \n", "20000 | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
8 | \n", "Argentina | \n", "ARG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "28580000 | \n", "29180000 | \n", "39800000 | \n", "37800000 | \n", "17220000 | \n", "-62200000 | \n", "... | \n", "9.618000e+07 | \n", "1.150800e+08 | \n", "1.013400e+08 | \n", "1.305800e+08 | \n", "1.267300e+08 | \n", "1.211200e+08 | \n", "8.696000e+07 | \n", "1.789200e+08 | \n", "NaN | \n", "NaN | \n", "
9 | \n", "Armenia | \n", "ARM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "1.703400e+08 | \n", "2.155100e+08 | \n", "3.500200e+08 | \n", "3.026300e+08 | \n", "5.259700e+08 | \n", "3.428200e+08 | \n", "4.001000e+08 | \n", "2.727700e+08 | \n", "NaN | \n", "NaN | \n", "
10 | \n", "American Samoa | \n", "ASM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
11 | \n", "Antigua and Barbuda | \n", "ATG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "7.790000e+06 | \n", "3.280000e+06 | \n", "7.380000e+06 | \n", "8.750000e+06 | \n", "5.640000e+06 | \n", "1.907000e+07 | \n", "1.533000e+07 | \n", "2.350000e+06 | \n", "NaN | \n", "NaN | \n", "
12 | \n", "Australia | \n", "AUS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
13 | \n", "Austria | \n", "AUT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
14 | \n", "Azerbaijan | \n", "AZE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "2.165100e+08 | \n", "2.063900e+08 | \n", "2.252100e+08 | \n", "2.351000e+08 | \n", "2.317700e+08 | \n", "1.591100e+08 | \n", "2.864100e+08 | \n", "3.376100e+08 | \n", "NaN | \n", "NaN | \n", "
15 | \n", "Burundi | \n", "BDI | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "7530000 | \n", "7190000 | \n", "11070000 | \n", "6160000 | \n", "8090000 | \n", "4860000 | \n", "... | \n", "3.639600e+08 | \n", "4.308900e+08 | \n", "4.790000e+08 | \n", "5.222400e+08 | \n", "5.613700e+08 | \n", "6.299400e+08 | \n", "5.748500e+08 | \n", "5.227400e+08 | \n", "NaN | \n", "NaN | \n", "
16 | \n", "Belgium | \n", "BEL | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
17 | \n", "Benin | \n", "BEN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "20000 | \n", "1480000 | \n", "3750000 | \n", "4260000 | \n", "18070000 | \n", "17880000 | \n", "... | \n", "3.469300e+08 | \n", "3.993200e+08 | \n", "4.743700e+08 | \n", "6.414800e+08 | \n", "6.820600e+08 | \n", "6.891100e+08 | \n", "6.902900e+08 | \n", "5.113300e+08 | \n", "NaN | \n", "NaN | \n", "
18 | \n", "Burkina Faso | \n", "BFA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "200000 | \n", "1350000 | \n", "4430000 | \n", "4140000 | \n", "15400000 | \n", "17270000 | \n", "... | \n", "6.933700e+08 | \n", "9.014800e+08 | \n", "9.504000e+08 | \n", "1.001160e+09 | \n", "1.082820e+09 | \n", "1.062340e+09 | \n", "9.951200e+08 | \n", "1.158540e+09 | \n", "NaN | \n", "NaN | \n", "
19 | \n", "Bangladesh | \n", "BGD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "1.318850e+09 | \n", "1.221180e+09 | \n", "1.515240e+09 | \n", "2.070630e+09 | \n", "1.225820e+09 | \n", "1.414950e+09 | \n", "1.490020e+09 | \n", "2.152090e+09 | \n", "NaN | \n", "NaN | \n", "
20 | \n", "Bulgaria | \n", "BGR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
21 | \n", "Bahrain | \n", "BHR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "40000 | \n", "940000 | \n", "1350000 | \n", "640000 | \n", "580000 | \n", "880000 | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
22 | \n", "Bahamas, The | \n", "BHS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-40000 | \n", "NaN | \n", "NaN | \n", "20000 | \n", "60000 | \n", "70000 | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
23 | \n", "Bosnia and Herzegovina | \n", "BIH | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "5.485200e+08 | \n", "5.349800e+08 | \n", "5.994900e+08 | \n", "4.669300e+08 | \n", "4.143100e+08 | \n", "5.103700e+08 | \n", "6.254600e+08 | \n", "5.711300e+08 | \n", "NaN | \n", "NaN | \n", "
24 | \n", "Belarus | \n", "BLR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "5.781000e+07 | \n", "7.652000e+07 | \n", "8.376000e+07 | \n", "1.101800e+08 | \n", "9.757000e+07 | \n", "1.379200e+08 | \n", "1.258600e+08 | \n", "1.032200e+08 | \n", "NaN | \n", "NaN | \n", "
25 | \n", "Belize | \n", "BLZ | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "1820000 | \n", "2820000 | \n", "5520000 | \n", "4060000 | \n", "1550000 | \n", "2130000 | \n", "... | \n", "1.217000e+07 | \n", "8.630000e+06 | \n", "2.177000e+07 | \n", "2.386000e+07 | \n", "2.756000e+07 | \n", "2.476000e+07 | \n", "2.256000e+07 | \n", "2.518000e+07 | \n", "NaN | \n", "NaN | \n", "
26 | \n", "Bermuda | \n", "BMU | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "10000 | \n", "50000 | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
27 | \n", "Bolivia | \n", "BOL | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "12080000 | \n", "23630000 | \n", "35910000 | \n", "53500000 | \n", "40920000 | \n", "33960000 | \n", "... | \n", "6.430600e+08 | \n", "8.499700e+08 | \n", "4.758100e+08 | \n", "6.278700e+08 | \n", "7.252500e+08 | \n", "7.409800e+08 | \n", "7.218400e+08 | \n", "6.586300e+08 | \n", "NaN | \n", "NaN | \n", "
28 | \n", "Brazil | \n", "BRA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "24110000 | \n", "266570000 | \n", "166560000 | \n", "197240000 | \n", "249000000 | \n", "236070000 | \n", "... | \n", "2.430700e+08 | \n", "1.134300e+08 | \n", "3.212000e+08 | \n", "4.603600e+08 | \n", "3.369300e+08 | \n", "4.533100e+08 | \n", "8.154900e+08 | \n", "1.288220e+09 | \n", "NaN | \n", "NaN | \n", "
29 | \n", "Barbados | \n", "BRB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "-1.810000e+06 | \n", "-2.080000e+06 | \n", "1.751000e+07 | \n", "7.120000e+06 | \n", "1.196000e+07 | \n", "1.620000e+07 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "Togo | \n", "TGO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "110000 | \n", "2930000 | \n", "4530000 | \n", "6650000 | \n", "14940000 | \n", "13360000 | \n", "... | \n", "8.254000e+07 | \n", "7.990000e+07 | \n", "1.224200e+08 | \n", "3.300700e+08 | \n", "4.985200e+08 | \n", "4.040400e+08 | \n", "5.427300e+08 | \n", "2.414600e+08 | \n", "NaN | \n", "NaN | \n", "
229 | \n", "Thailand | \n", "THA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "43780000 | \n", "29340000 | \n", "37890000 | \n", "36330000 | \n", "31850000 | \n", "49090000 | \n", "... | \n", "-1.676600e+08 | \n", "-2.170400e+08 | \n", "-3.109900e+08 | \n", "-6.185100e+08 | \n", "-7.776000e+07 | \n", "-1.140000e+07 | \n", "-1.536700e+08 | \n", "-1.347900e+08 | \n", "NaN | \n", "NaN | \n", "
230 | \n", "Tajikistan | \n", "TJK | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "2.515000e+08 | \n", "2.412400e+08 | \n", "2.221100e+08 | \n", "2.886800e+08 | \n", "4.081200e+08 | \n", "4.366500e+08 | \n", "3.475100e+08 | \n", "3.939100e+08 | \n", "NaN | \n", "NaN | \n", "
231 | \n", "Turkmenistan | \n", "TKM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "3.037000e+07 | \n", "4.071000e+07 | \n", "2.848000e+07 | \n", "1.813000e+07 | \n", "3.984000e+07 | \n", "4.465000e+07 | \n", "3.868000e+07 | \n", "3.803000e+07 | \n", "NaN | \n", "NaN | \n", "
232 | \n", "Timor-Leste | \n", "TLS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "1640000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "1.847600e+08 | \n", "2.090700e+08 | \n", "2.782700e+08 | \n", "2.775400e+08 | \n", "2.164400e+08 | \n", "2.915000e+08 | \n", "2.792600e+08 | \n", "2.830700e+08 | \n", "NaN | \n", "NaN | \n", "
233 | \n", "Tonga | \n", "TON | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "10000 | \n", "20000 | \n", "70000 | \n", "50000 | \n", "60000 | \n", "500000 | \n", "... | \n", "3.198000e+07 | \n", "2.149000e+07 | \n", "3.086000e+07 | \n", "2.571000e+07 | \n", "3.924000e+07 | \n", "7.045000e+07 | \n", "9.379000e+07 | \n", "7.826000e+07 | \n", "NaN | \n", "NaN | \n", "
234 | \n", "Trinidad and Tobago | \n", "TTO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "80000 | \n", "550000 | \n", "11520000 | \n", "12030000 | \n", "16240000 | \n", "... | \n", "-1.980000e+06 | \n", "1.382000e+07 | \n", "2.080000e+07 | \n", "9.290000e+06 | \n", "6.840000e+06 | \n", "4.330000e+06 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
235 | \n", "Tunisia | \n", "TUN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "51830000 | \n", "93820000 | \n", "70110000 | \n", "83560000 | \n", "71070000 | \n", "90920000 | \n", "... | \n", "3.624200e+08 | \n", "4.313700e+08 | \n", "3.211900e+08 | \n", "3.749600e+08 | \n", "5.027900e+08 | \n", "5.503600e+08 | \n", "9.210800e+08 | \n", "1.017020e+09 | \n", "NaN | \n", "NaN | \n", "
236 | \n", "Turkey | \n", "TUR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "137310000 | \n", "188280000 | \n", "229590000 | \n", "222670000 | \n", "162080000 | \n", "189410000 | \n", "... | \n", "3.960200e+08 | \n", "5.657400e+08 | \n", "7.921400e+08 | \n", "1.116140e+09 | \n", "1.361520e+09 | \n", "1.047160e+09 | \n", "3.188930e+09 | \n", "3.033130e+09 | \n", "NaN | \n", "NaN | \n", "
237 | \n", "Tuvalu | \n", "TUV | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "9.200000e+06 | \n", "1.534000e+07 | \n", "1.174000e+07 | \n", "1.612000e+07 | \n", "1.747000e+07 | \n", "1.333000e+07 | \n", "3.880000e+07 | \n", "2.449000e+07 | \n", "NaN | \n", "NaN | \n", "
238 | \n", "Tanzania | \n", "TZA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "10360000 | \n", "39190000 | \n", "47010000 | \n", "31060000 | \n", "45650000 | \n", "38630000 | \n", "... | \n", "1.499070e+09 | \n", "1.883290e+09 | \n", "2.821590e+09 | \n", "2.331460e+09 | \n", "2.933150e+09 | \n", "2.958180e+09 | \n", "2.445770e+09 | \n", "2.831890e+09 | \n", "NaN | \n", "NaN | \n", "
239 | \n", "Uganda | \n", "UGA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "20600000 | \n", "21230000 | \n", "28770000 | \n", "19590000 | \n", "22490000 | \n", "20120000 | \n", "... | \n", "1.192160e+09 | \n", "1.586430e+09 | \n", "1.737300e+09 | \n", "1.641470e+09 | \n", "1.784700e+09 | \n", "1.723470e+09 | \n", "1.577820e+09 | \n", "1.655190e+09 | \n", "NaN | \n", "NaN | \n", "
240 | \n", "Ukraine | \n", "UKR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "4.116900e+08 | \n", "4.835000e+08 | \n", "4.202800e+08 | \n", "6.175800e+08 | \n", "6.662000e+08 | \n", "6.264000e+08 | \n", "8.072300e+08 | \n", "7.692300e+08 | \n", "NaN | \n", "NaN | \n", "
241 | \n", "Upper middle income | \n", "UMC | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "781640000 | \n", "1416770000 | \n", "1330280000 | \n", "1224640000 | \n", "952720000 | \n", "1046010000 | \n", "... | \n", "3.222894e+10 | \n", "1.980692e+10 | \n", "2.021529e+10 | \n", "2.319344e+10 | \n", "1.525723e+10 | \n", "1.318240e+10 | \n", "1.715709e+10 | \n", "1.559465e+10 | \n", "0 | \n", "NaN | \n", "
242 | \n", "Uruguay | \n", "URY | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "17330000 | \n", "-570000 | \n", "1950000 | \n", "12270000 | \n", "4420000 | \n", "320000 | \n", "... | \n", "1.444000e+07 | \n", "2.107000e+07 | \n", "3.701000e+07 | \n", "3.329000e+07 | \n", "5.003000e+07 | \n", "4.671000e+07 | \n", "1.940000e+07 | \n", "1.932000e+07 | \n", "NaN | \n", "NaN | \n", "
243 | \n", "United States | \n", "USA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
244 | \n", "Uzbekistan | \n", "UZB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "1.697900e+08 | \n", "1.493000e+08 | \n", "1.698500e+08 | \n", "1.873200e+08 | \n", "1.897500e+08 | \n", "2.308500e+08 | \n", "2.031900e+08 | \n", "2.552600e+08 | \n", "NaN | \n", "NaN | \n", "
245 | \n", "St. Vincent and the Grenadines | \n", "VCT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "7.690000e+06 | \n", "4.730000e+06 | \n", "6.585000e+07 | \n", "2.686000e+07 | \n", "3.076000e+07 | \n", "1.685000e+07 | \n", "1.787000e+07 | \n", "8.560000e+06 | \n", "NaN | \n", "NaN | \n", "
246 | \n", "Venezuela, RB | \n", "VEN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-7490000 | \n", "-4880000 | \n", "68890000 | \n", "47720000 | \n", "-51700000 | \n", "3800000 | \n", "... | \n", "5.030000e+07 | \n", "6.293000e+07 | \n", "7.776000e+07 | \n", "5.922000e+07 | \n", "6.634000e+07 | \n", "5.274000e+07 | \n", "4.487000e+07 | \n", "4.813000e+07 | \n", "NaN | \n", "NaN | \n", "
247 | \n", "Virgin Islands (U.S.) | \n", "VIR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
248 | \n", "Vietnam | \n", "VNM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "191850000 | \n", "167110000 | \n", "176030000 | \n", "226670000 | \n", "244990000 | \n", "314150000 | \n", "... | \n", "1.913460e+09 | \n", "1.844540e+09 | \n", "2.510940e+09 | \n", "2.551930e+09 | \n", "3.731690e+09 | \n", "2.940080e+09 | \n", "3.595510e+09 | \n", "4.115780e+09 | \n", "NaN | \n", "NaN | \n", "
249 | \n", "Vanuatu | \n", "VUT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "150000 | \n", "280000 | \n", "410000 | \n", "510000 | \n", "650000 | \n", "580000 | \n", "... | \n", "3.948000e+07 | \n", "4.879000e+07 | \n", "5.669000e+07 | \n", "9.227000e+07 | \n", "1.031900e+08 | \n", "1.083100e+08 | \n", "9.215000e+07 | \n", "1.014200e+08 | \n", "NaN | \n", "NaN | \n", "
250 | \n", "West Bank and Gaza | \n", "PSE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "1.015710e+09 | \n", "1.360250e+09 | \n", "1.717110e+09 | \n", "2.470080e+09 | \n", "2.816640e+09 | \n", "2.518700e+09 | \n", "2.441970e+09 | \n", "2.001390e+09 | \n", "NaN | \n", "NaN | \n", "
251 | \n", "World | \n", "WLD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "4254390000 | \n", "5219020000 | \n", "5439680000 | \n", "5962450000 | \n", "5835340000 | \n", "6242640000 | \n", "... | \n", "1.084508e+11 | \n", "1.070030e+11 | \n", "1.080812e+11 | \n", "1.274432e+11 | \n", "1.265768e+11 | \n", "1.310664e+11 | \n", "1.410584e+11 | \n", "1.330394e+11 | \n", "0 | \n", "NaN | \n", "
252 | \n", "Samoa | \n", "WSM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "30000 | \n", "90000 | \n", "170000 | \n", "210000 | \n", "230000 | \n", "... | \n", "4.355000e+07 | \n", "4.707000e+07 | \n", "3.747000e+07 | \n", "4.031000e+07 | \n", "7.731000e+07 | \n", "1.474800e+08 | \n", "9.782000e+07 | \n", "1.206700e+08 | \n", "NaN | \n", "NaN | \n", "
253 | \n", "Yemen, Rep. | \n", "YEM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "14690000 | \n", "14880000 | \n", "18080000 | \n", "21580000 | \n", "23330000 | \n", "31540000 | \n", "... | \n", "2.965300e+08 | \n", "2.874100e+08 | \n", "2.425600e+08 | \n", "4.296100e+08 | \n", "5.578500e+08 | \n", "6.642300e+08 | \n", "4.761200e+08 | \n", "7.093900e+08 | \n", "NaN | \n", "NaN | \n", "
254 | \n", "South Africa | \n", "ZAF | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "6.902000e+08 | \n", "7.149900e+08 | \n", "8.074900e+08 | \n", "1.125180e+09 | \n", "1.074540e+09 | \n", "1.030540e+09 | \n", "1.403150e+09 | \n", "1.067150e+09 | \n", "NaN | \n", "NaN | \n", "
255 | \n", "Congo, Dem. Rep. | \n", "COD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "82090000 | \n", "91160000 | \n", "120970000 | \n", "111500000 | \n", "127020000 | \n", "142070000 | \n", "... | \n", "1.881700e+09 | \n", "2.197280e+09 | \n", "1.356710e+09 | \n", "1.765970e+09 | \n", "2.356850e+09 | \n", "3.486160e+09 | \n", "5.534410e+09 | \n", "2.859380e+09 | \n", "NaN | \n", "NaN | \n", "
256 | \n", "Zambia | \n", "ZMB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "920000 | \n", "910000 | \n", "5880000 | \n", "5380000 | \n", "20990000 | \n", "10860000 | \n", "... | \n", "1.172050e+09 | \n", "1.467540e+09 | \n", "1.007840e+09 | \n", "1.116240e+09 | \n", "1.267060e+09 | \n", "9.143700e+08 | \n", "1.035060e+09 | \n", "9.577200e+08 | \n", "NaN | \n", "NaN | \n", "
257 | \n", "Zimbabwe | \n", "ZWE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "10000 | \n", "NaN | \n", "10860000 | \n", "4570000 | \n", "3720000 | \n", "... | \n", "3.727200e+08 | \n", "2.782400e+08 | \n", "4.781100e+08 | \n", "6.124200e+08 | \n", "7.362200e+08 | \n", "7.324700e+08 | \n", "7.156800e+08 | \n", "1.001220e+09 | \n", "NaN | \n", "NaN | \n", "
258 rows × 59 columns
\n", "\n", " | Country Name | \n", "Country Code | \n", "Indicator Name | \n", "Indicator Code | \n", "1960 | \n", "1961 | \n", "1962 | \n", "1963 | \n", "1964 | \n", "1965 | \n", "... | \n", "2005 | \n", "2006 | \n", "2007 | \n", "2008 | \n", "2009 | \n", "2010 | \n", "2011 | \n", "2012 | \n", "2013 | \n", "Unnamed: 58 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "54208 | \n", "55435 | \n", "56226 | \n", "56697 | \n", "57029 | \n", "57360 | \n", "... | \n", "100031 | \n", "100830 | \n", "101219 | \n", "101344 | \n", "101418 | \n", "101597 | \n", "101932 | \n", "102384 | \n", "102911 | \n", "NaN | \n", "
1 | \n", "Andorra | \n", "AND | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "13414 | \n", "14376 | \n", "15376 | \n", "16410 | \n", "17470 | \n", "18551 | \n", "... | \n", "81223 | \n", "81877 | \n", "81292 | \n", "79969 | \n", "78659 | \n", "77907 | \n", "77865 | \n", "78360 | \n", "79218 | \n", "NaN | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "8774440 | \n", "8953544 | \n", "9141783 | \n", "9339507 | \n", "9547131 | \n", "9765015 | \n", "... | \n", "24860855 | \n", "25631282 | \n", "26349243 | \n", "27032197 | \n", "27708187 | \n", "28397812 | \n", "29105480 | \n", "29824536 | \n", "30551674 | \n", "NaN | \n", "
3 | \n", "Angola | \n", "AGO | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "4965988 | \n", "5056688 | \n", "5150076 | \n", "5245015 | \n", "5339893 | \n", "5433841 | \n", "... | \n", "16544376 | \n", "17122409 | \n", "17712824 | \n", "18314441 | \n", "18926650 | \n", "19549124 | \n", "20180490 | \n", "20820525 | \n", "21471618 | \n", "NaN | \n", "
4 | \n", "Albania | \n", "ALB | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "1608800 | \n", "1659800 | \n", "1711319 | \n", "1762621 | \n", "1814135 | \n", "1864791 | \n", "... | \n", "2992724 | \n", "2968028 | \n", "2940880 | \n", "2912559 | \n", "2884303 | \n", "2856673 | \n", "2829337 | \n", "2801681 | \n", "2773620 | \n", "NaN | \n", "
5 | \n", "Andean Region | \n", "ANR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
6 | \n", "Arab World | \n", "ARB | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "93485943 | \n", "96058179 | \n", "98728995 | \n", "101496308 | \n", "104359772 | \n", "107318159 | \n", "... | \n", "309824383 | \n", "317125787 | \n", "324693498 | \n", "332424892 | \n", "340149038 | \n", "347737036 | \n", "355137048 | \n", "362466629 | \n", "369761523 | \n", "NaN | \n", "
7 | \n", "United Arab Emirates | \n", "ARE | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "89608 | \n", "97727 | \n", "108774 | \n", "121574 | \n", "134411 | \n", "146341 | \n", "... | \n", "4148883 | \n", "4875639 | \n", "5797347 | \n", "6798635 | \n", "7718319 | \n", "8441537 | \n", "8925096 | \n", "9205651 | \n", "9346129 | \n", "NaN | \n", "
8 | \n", "Argentina | \n", "ARG | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "20623998 | \n", "20959241 | \n", "21295290 | \n", "21630854 | \n", "21963952 | \n", "22293817 | \n", "... | \n", "38647854 | \n", "38988923 | \n", "39331357 | \n", "39676083 | \n", "40023641 | \n", "40374224 | \n", "40728738 | \n", "41086927 | \n", "41446246 | \n", "NaN | \n", "
9 | \n", "Armenia | \n", "ARM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "1867396 | \n", "1934239 | \n", "2002170 | \n", "2070427 | \n", "2138133 | \n", "2204650 | \n", "... | \n", "3014917 | \n", "3002911 | \n", "2989882 | \n", "2977488 | \n", "2968154 | \n", "2963496 | \n", "2964120 | \n", "2969081 | \n", "2976566 | \n", "NaN | \n", "
10 | \n", "American Samoa | \n", "ASM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "20012 | \n", "20478 | \n", "21118 | \n", "21883 | \n", "22701 | \n", "23518 | \n", "... | \n", "59117 | \n", "58652 | \n", "57919 | \n", "57053 | \n", "56245 | \n", "55636 | \n", "55274 | \n", "55128 | \n", "55165 | \n", "NaN | \n", "
11 | \n", "Antigua and Barbuda | \n", "ATG | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "54681 | \n", "55403 | \n", "56311 | \n", "57368 | \n", "58500 | \n", "59653 | \n", "... | \n", "82565 | \n", "83467 | \n", "84397 | \n", "85349 | \n", "86300 | \n", "87233 | \n", "88152 | \n", "89069 | \n", "89985 | \n", "NaN | \n", "
12 | \n", "Australia | \n", "AUS | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "10276477 | \n", "10483000 | \n", "10742000 | \n", "10950000 | \n", "11167000 | \n", "11388000 | \n", "... | \n", "20394800 | \n", "20697900 | \n", "20827600 | \n", "21249200 | \n", "21691700 | \n", "22031800 | \n", "22340000 | \n", "22723900 | \n", "23130900 | \n", "NaN | \n", "
13 | \n", "Austria | \n", "AUT | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "7047539 | \n", "7086299 | \n", "7129864 | \n", "7175811 | \n", "7223801 | \n", "7270889 | \n", "... | \n", "8227829 | \n", "8268641 | \n", "8300788 | \n", "8336926 | \n", "8365275 | \n", "8389771 | \n", "8406187 | \n", "8429991 | \n", "8473786 | \n", "NaN | \n", "
14 | \n", "Azerbaijan | \n", "AZE | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3897889 | \n", "4030130 | \n", "4167558 | \n", "4307315 | \n", "4445653 | \n", "4579759 | \n", "... | \n", "8391850 | \n", "8484550 | \n", "8581300 | \n", "8763400 | \n", "8947243 | \n", "9054332 | \n", "9173082 | \n", "9295784 | \n", "9416598 | \n", "NaN | \n", "
15 | \n", "Burundi | \n", "BDI | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "2786740 | \n", "2840375 | \n", "2894510 | \n", "2950903 | \n", "3011957 | \n", "3079034 | \n", "... | \n", "7770392 | \n", "8042579 | \n", "8328312 | \n", "8624280 | \n", "8926687 | \n", "9232753 | \n", "9540362 | \n", "9849569 | \n", "10162532 | \n", "NaN | \n", "
16 | \n", "Belgium | \n", "BEL | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "9153489 | \n", "9183948 | \n", "9220578 | \n", "9289770 | \n", "9378113 | \n", "9463667 | \n", "... | \n", "10478617 | \n", "10547958 | \n", "10625700 | \n", "10709973 | \n", "10796493 | \n", "10920272 | \n", "11047744 | \n", "11128246 | \n", "11195138 | \n", "NaN | \n", "
17 | \n", "Benin | \n", "BEN | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "2431620 | \n", "2466002 | \n", "2503232 | \n", "2543335 | \n", "2586362 | \n", "2632360 | \n", "... | \n", "8182362 | \n", "8443671 | \n", "8707490 | \n", "8973293 | \n", "9240783 | \n", "9509798 | \n", "9779795 | \n", "10050702 | \n", "10323474 | \n", "NaN | \n", "
18 | \n", "Burkina Faso | \n", "BFA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "4829291 | \n", "4894578 | \n", "4960325 | \n", "5027818 | \n", "5098892 | \n", "5174869 | \n", "... | \n", "13421929 | \n", "13822257 | \n", "14235075 | \n", "14659646 | \n", "15094967 | \n", "15540284 | \n", "15995313 | \n", "16460141 | \n", "16934839 | \n", "NaN | \n", "
19 | \n", "Bangladesh | \n", "BGD | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "49537147 | \n", "50953503 | \n", "52403243 | \n", "53909233 | \n", "55503132 | \n", "57200412 | \n", "... | \n", "143135180 | \n", "144868702 | \n", "146457067 | \n", "147969967 | \n", "149503100 | \n", "151125475 | \n", "152862431 | \n", "154695368 | \n", "156594962 | \n", "NaN | \n", "
20 | \n", "Bulgaria | \n", "BGR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "7867374 | \n", "7943118 | \n", "8012946 | \n", "8078145 | \n", "8144340 | \n", "8204168 | \n", "... | \n", "7739900 | \n", "7699020 | \n", "7545338 | \n", "7492561 | \n", "7444443 | \n", "7395599 | \n", "7348328 | \n", "7305888 | \n", "7265115 | \n", "NaN | \n", "
21 | \n", "Bahrain | \n", "BHR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "162501 | \n", "167924 | \n", "173107 | \n", "178048 | \n", "182774 | \n", "187348 | \n", "... | \n", "879534 | \n", "950951 | \n", "1032353 | \n", "1116038 | \n", "1191539 | \n", "1251513 | \n", "1292764 | \n", "1317827 | \n", "1332171 | \n", "NaN | \n", "
22 | \n", "Bahamas, The | \n", "BHS | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "109526 | \n", "115108 | \n", "121083 | \n", "127331 | \n", "133697 | \n", "140049 | \n", "... | \n", "329088 | \n", "335622 | \n", "342049 | \n", "348340 | \n", "354492 | \n", "360498 | \n", "366331 | \n", "371960 | \n", "377374 | \n", "NaN | \n", "
23 | \n", "Bosnia and Herzegovina | \n", "BIH | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3305501 | \n", "3358202 | \n", "3409319 | \n", "3458189 | \n", "3503878 | \n", "3545862 | \n", "... | \n", "3879828 | \n", "3875157 | \n", "3868665 | \n", "3861201 | \n", "3853446 | \n", "3845929 | \n", "3839322 | \n", "3833916 | \n", "3829307 | \n", "NaN | \n", "
24 | \n", "Belarus | \n", "BLR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "8198000 | \n", "8271216 | \n", "8351928 | \n", "8437232 | \n", "8524224 | \n", "8610000 | \n", "... | \n", "9663000 | \n", "9604000 | \n", "9560000 | \n", "9528000 | \n", "9507000 | \n", "9490000 | \n", "9473000 | \n", "9464000 | \n", "9466000 | \n", "NaN | \n", "
25 | \n", "Belize | \n", "BLZ | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "92068 | \n", "94701 | \n", "97389 | \n", "100166 | \n", "103070 | \n", "106121 | \n", "... | \n", "271920 | \n", "278985 | \n", "286196 | \n", "293544 | \n", "301016 | \n", "308595 | \n", "316280 | \n", "324060 | \n", "331900 | \n", "NaN | \n", "
26 | \n", "Bermuda | \n", "BMU | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "44400 | \n", "45500 | \n", "46600 | \n", "47700 | \n", "48900 | \n", "50100 | \n", "... | \n", "64154 | \n", "64523 | \n", "64888 | \n", "65273 | \n", "65636 | \n", "65124 | \n", "64564 | \n", "64798 | \n", "65024 | \n", "NaN | \n", "
27 | \n", "Bolivia | \n", "BOL | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3353125 | \n", "3428270 | \n", "3505427 | \n", "3584782 | \n", "3666584 | \n", "3751047 | \n", "... | \n", "9354709 | \n", "9517395 | \n", "9676456 | \n", "9834098 | \n", "9993406 | \n", "10156601 | \n", "10324445 | \n", "10496285 | \n", "10671200 | \n", "NaN | \n", "
28 | \n", "Brazil | \n", "BRA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "72775883 | \n", "74988037 | \n", "77286629 | \n", "79643017 | \n", "82017016 | \n", "84379369 | \n", "... | \n", "186142403 | \n", "188134315 | \n", "189996976 | \n", "191765567 | \n", "193490922 | \n", "195210154 | \n", "196935134 | \n", "198656019 | \n", "200361925 | \n", "NaN | \n", "
29 | \n", "Barbados | \n", "BRB | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "230858 | \n", "231599 | \n", "232514 | \n", "233520 | \n", "234478 | \n", "235294 | \n", "... | \n", "273568 | \n", "274923 | \n", "276277 | \n", "277634 | \n", "279006 | \n", "280396 | \n", "281804 | \n", "283221 | \n", "284644 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "Togo | \n", "TGO | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "1580513 | \n", "1597528 | \n", "1612758 | \n", "1631763 | \n", "1662072 | \n", "1708632 | \n", "... | \n", "5540214 | \n", "5685845 | \n", "5834806 | \n", "5987491 | \n", "6144457 | \n", "6306014 | \n", "6472304 | \n", "6642928 | \n", "6816982 | \n", "NaN | \n", "
229 | \n", "Thailand | \n", "THA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "27362310 | \n", "28195264 | \n", "29058659 | \n", "29951191 | \n", "30870998 | \n", "31816307 | \n", "... | \n", "65559487 | \n", "65883961 | \n", "66076927 | \n", "66185340 | \n", "66277335 | \n", "66402316 | \n", "66576332 | \n", "66785001 | \n", "67010502 | \n", "NaN | \n", "
230 | \n", "Tajikistan | \n", "TJK | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "2064035 | \n", "2140413 | \n", "2223956 | \n", "2312193 | \n", "2401598 | \n", "2489648 | \n", "... | \n", "6805655 | \n", "6954522 | \n", "7111025 | \n", "7275252 | \n", "7447396 | \n", "7627326 | \n", "7814850 | \n", "8008990 | \n", "8207834 | \n", "NaN | \n", "
231 | \n", "Turkmenistan | \n", "TKM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "1593501 | \n", "1649914 | \n", "1708711 | \n", "1769008 | \n", "1829697 | \n", "1890000 | \n", "... | \n", "4747839 | \n", "4801595 | \n", "4858236 | \n", "4917543 | \n", "4978962 | \n", "5041995 | \n", "5106668 | \n", "5172931 | \n", "5240072 | \n", "NaN | \n", "
232 | \n", "Timor-Leste | \n", "TLS | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "499681 | \n", "508504 | \n", "517704 | \n", "527291 | \n", "537285 | \n", "547688 | \n", "... | \n", "982889 | \n", "999053 | \n", "1015482 | \n", "1032182 | \n", "1049156 | \n", "1066409 | \n", "1120392 | \n", "1148958 | \n", "1178252 | \n", "NaN | \n", "
233 | \n", "Tonga | \n", "TON | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "61600 | \n", "63740 | \n", "66255 | \n", "69000 | \n", "71757 | \n", "74363 | \n", "... | \n", "100960 | \n", "101617 | \n", "102289 | \n", "102947 | \n", "103557 | \n", "104098 | \n", "104554 | \n", "104941 | \n", "105323 | \n", "NaN | \n", "
234 | \n", "Trinidad and Tobago | \n", "TTO | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "848481 | \n", "865356 | \n", "880019 | \n", "892571 | \n", "903272 | \n", "912419 | \n", "... | \n", "1296933 | \n", "1303478 | \n", "1310040 | \n", "1316449 | \n", "1322518 | \n", "1328095 | \n", "1333082 | \n", "1337439 | \n", "1341151 | \n", "NaN | \n", "
235 | \n", "Tunisia | \n", "TUN | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "4220701 | \n", "4277371 | \n", "4350811 | \n", "4436643 | \n", "4530835 | \n", "4630000 | \n", "... | \n", "10029000 | \n", "10127900 | \n", "10225100 | \n", "10328900 | \n", "10439600 | \n", "10549100 | \n", "10673800 | \n", "10777500 | \n", "10886500 | \n", "NaN | \n", "
236 | \n", "Turkey | \n", "TUR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "27553280 | \n", "28229291 | \n", "28909985 | \n", "29597047 | \n", "30292969 | \n", "31000167 | \n", "... | \n", "67743052 | \n", "68626337 | \n", "69496513 | \n", "70363511 | \n", "71241080 | \n", "72137546 | \n", "73058638 | \n", "73997128 | \n", "74932641 | \n", "NaN | \n", "
237 | \n", "Tuvalu | \n", "TUV | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "6104 | \n", "6242 | \n", "6391 | \n", "6542 | \n", "6687 | \n", "6819 | \n", "... | \n", "9694 | \n", "9732 | \n", "9764 | \n", "9788 | \n", "9808 | \n", "9827 | \n", "9844 | \n", "9860 | \n", "9876 | \n", "NaN | \n", "
238 | \n", "Tanzania | \n", "TZA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "10074490 | \n", "10373284 | \n", "10683653 | \n", "11005491 | \n", "11338544 | \n", "11682873 | \n", "... | \n", "38824384 | \n", "39942347 | \n", "41119693 | \n", "42353790 | \n", "43639752 | \n", "44973330 | \n", "46354607 | \n", "47783107 | \n", "49253126 | \n", "NaN | \n", "
239 | \n", "Uganda | \n", "UGA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "6788211 | \n", "7006629 | \n", "7240155 | \n", "7487412 | \n", "7746181 | \n", "8014376 | \n", "... | \n", "28724869 | \n", "29711397 | \n", "30728747 | \n", "31778799 | \n", "32864328 | \n", "33987213 | \n", "35148064 | \n", "36345860 | \n", "37578876 | \n", "NaN | \n", "
240 | \n", "Ukraine | \n", "UKR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "42662162 | \n", "43203646 | \n", "43749474 | \n", "44285898 | \n", "44794336 | \n", "45261976 | \n", "... | \n", "47105150 | \n", "46787750 | \n", "46509350 | \n", "46258200 | \n", "46053300 | \n", "45870700 | \n", "45706100 | \n", "45593300 | \n", "45489600 | \n", "NaN | \n", "
241 | \n", "Upper middle income | \n", "UMC | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "1062752609 | \n", "1066276123 | \n", "1082173926 | \n", "1109380940 | \n", "1136183050 | \n", "1163862954 | \n", "... | \n", "2264763992 | \n", "2283242974 | \n", "2300791118 | \n", "2318342943 | \n", "2336270149 | \n", "2354056585 | \n", "2371969330 | \n", "2390210774 | \n", "2408656292 | \n", "NaN | \n", "
242 | \n", "Uruguay | \n", "URY | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "2538779 | \n", "2571834 | \n", "2604042 | \n", "2635294 | \n", "2665561 | \n", "2694714 | \n", "... | \n", "3325155 | \n", "3330217 | \n", "3338384 | \n", "3348898 | \n", "3360431 | \n", "3371982 | \n", "3383486 | \n", "3395253 | \n", "3407062 | \n", "NaN | \n", "
243 | \n", "United States | \n", "USA | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "180671000 | \n", "183691000 | \n", "186538000 | \n", "189242000 | \n", "191889000 | \n", "194303000 | \n", "... | \n", "295516599 | \n", "298379912 | \n", "301231207 | \n", "304093966 | \n", "306771529 | \n", "309326295 | \n", "311582564 | \n", "313873685 | \n", "316128839 | \n", "NaN | \n", "
244 | \n", "Uzbekistan | \n", "UZB | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "8558503 | \n", "8871244 | \n", "9201176 | \n", "9542785 | \n", "9888629 | \n", "10233502 | \n", "... | \n", "26167000 | \n", "26488250 | \n", "26868000 | \n", "27302800 | \n", "27767400 | \n", "28562400 | \n", "29339400 | \n", "29774500 | \n", "30241100 | \n", "NaN | \n", "
245 | \n", "St. Vincent and the Grenadines | \n", "VCT | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "80948 | \n", "82144 | \n", "83206 | \n", "84167 | \n", "85076 | \n", "85972 | \n", "... | \n", "108749 | \n", "108908 | \n", "109045 | \n", "109158 | \n", "109249 | \n", "109316 | \n", "109357 | \n", "109373 | \n", "109373 | \n", "NaN | \n", "
246 | \n", "Venezuela, RB | \n", "VEN | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "7580281 | \n", "7872644 | \n", "8172322 | \n", "8477485 | \n", "8785731 | \n", "9095742 | \n", "... | \n", "26725897 | \n", "27190882 | \n", "27655937 | \n", "28120312 | \n", "28583040 | \n", "29043283 | \n", "29500625 | \n", "29954782 | \n", "30405207 | \n", "NaN | \n", "
247 | \n", "Virgin Islands (U.S.) | \n", "VIR | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "32000 | \n", "34100 | \n", "36300 | \n", "38700 | \n", "41300 | \n", "44000 | \n", "... | \n", "107863 | \n", "107700 | \n", "107423 | \n", "107091 | \n", "106707 | \n", "106267 | \n", "105784 | \n", "105275 | \n", "104737 | \n", "NaN | \n", "
248 | \n", "Vietnam | \n", "VNM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "34743000 | \n", "35428000 | \n", "36123000 | \n", "36836000 | \n", "37574000 | \n", "38341000 | \n", "... | \n", "82393500 | \n", "83313000 | \n", "84221100 | \n", "85122300 | \n", "86025000 | \n", "86932500 | \n", "87840000 | \n", "88772900 | \n", "89708900 | \n", "NaN | \n", "
249 | \n", "Vanuatu | \n", "VUT | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "63701 | \n", "65708 | \n", "67806 | \n", "69962 | \n", "72131 | \n", "74287 | \n", "... | \n", "209375 | \n", "214654 | \n", "220001 | \n", "225398 | \n", "230833 | \n", "236299 | \n", "241778 | \n", "247262 | \n", "252763 | \n", "NaN | \n", "
250 | \n", "West Bank and Gaza | \n", "PSE | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "3320396 | \n", "3406334 | \n", "3494496 | \n", "3596688 | \n", "3702218 | \n", "3811102 | \n", "3927051 | \n", "4046901 | \n", "4169506 | \n", "NaN | \n", "
251 | \n", "World | \n", "WLD | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3036411561 | \n", "3077508964 | \n", "3130438533 | \n", "3195291446 | \n", "3260691352 | \n", "3327432481 | \n", "... | \n", "6490176815 | \n", "6567959806 | \n", "6645716553 | \n", "6724646992 | \n", "6803742004 | \n", "6883512372 | \n", "6964638027 | \n", "7043105591 | \n", "7124543962 | \n", "NaN | \n", "
252 | \n", "Samoa | \n", "WSM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "108645 | \n", "112121 | \n", "115786 | \n", "119564 | \n", "123354 | \n", "127068 | \n", "... | \n", "179928 | \n", "181073 | \n", "182240 | \n", "183444 | \n", "184704 | \n", "186029 | \n", "187429 | \n", "188889 | \n", "190372 | \n", "NaN | \n", "
253 | \n", "Yemen, Rep. | \n", "YEM | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "5099785 | \n", "5184477 | \n", "5276093 | \n", "5372934 | \n", "5472775 | \n", "5573959 | \n", "... | \n", "20139661 | \n", "20661714 | \n", "21182162 | \n", "21703571 | \n", "22229625 | \n", "22763008 | \n", "23304206 | \n", "23852409 | \n", "24407381 | \n", "NaN | \n", "
254 | \n", "South Africa | \n", "ZAF | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "17396000 | \n", "17949962 | \n", "18459442 | \n", "18936138 | \n", "19390554 | \n", "19832000 | \n", "... | \n", "47639556 | \n", "48269753 | \n", "48910248 | \n", "49561256 | \n", "50222996 | \n", "50895698 | \n", "51579599 | \n", "52274945 | \n", "52981991 | \n", "NaN | \n", "
255 | \n", "Congo, Dem. Rep. | \n", "COD | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "15248246 | \n", "15637715 | \n", "16041247 | \n", "16461914 | \n", "16903899 | \n", "17369859 | \n", "... | \n", "54028003 | \n", "55590838 | \n", "57187942 | \n", "58819038 | \n", "60486276 | \n", "62191161 | \n", "63931512 | \n", "65705093 | \n", "67513677 | \n", "NaN | \n", "
256 | \n", "Zambia | \n", "ZMB | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3082627 | \n", "3173662 | \n", "3269151 | \n", "3368961 | \n", "3472843 | \n", "3580708 | \n", "... | \n", "11470022 | \n", "11781612 | \n", "12109620 | \n", "12456527 | \n", "12825031 | \n", "13216985 | \n", "13633796 | \n", "14075099 | \n", "14538640 | \n", "NaN | \n", "
257 | \n", "Zimbabwe | \n", "ZWE | \n", "Population (Total) | \n", "SP.POP.TOTL | \n", "3752390 | \n", "3876638 | \n", "4006261 | \n", "4140802 | \n", "4279559 | \n", "4422129 | \n", "... | \n", "12710589 | \n", "12724308 | \n", "12740160 | \n", "12784041 | \n", "12888918 | \n", "13076978 | \n", "13358738 | \n", "13724317 | \n", "14149648 | \n", "NaN | \n", "
258 rows × 59 columns
\n", "\n", " | Country Name | \n", "Country Code | \n", "2012 | \n", "
---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "NaN | \n", "
1 | \n", "Andorra | \n", "AND | \n", "NaN | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "6.725030e+09 | \n", "
3 | \n", "Angola | \n", "AGO | \n", "2.423500e+08 | \n", "
4 | \n", "Albania | \n", "ALB | \n", "3.416200e+08 | \n", "
5 | \n", "Andean Region | \n", "ANR | \n", "NaN | \n", "
6 | \n", "Arab World | \n", "ARB | \n", "1.495131e+10 | \n", "
7 | \n", "United Arab Emirates | \n", "ARE | \n", "NaN | \n", "
8 | \n", "Argentina | \n", "ARG | \n", "1.789200e+08 | \n", "
9 | \n", "Armenia | \n", "ARM | \n", "2.727700e+08 | \n", "
10 | \n", "American Samoa | \n", "ASM | \n", "NaN | \n", "
11 | \n", "Antigua and Barbuda | \n", "ATG | \n", "2.350000e+06 | \n", "
12 | \n", "Australia | \n", "AUS | \n", "NaN | \n", "
13 | \n", "Austria | \n", "AUT | \n", "NaN | \n", "
14 | \n", "Azerbaijan | \n", "AZE | \n", "3.376100e+08 | \n", "
15 | \n", "Burundi | \n", "BDI | \n", "5.227400e+08 | \n", "
16 | \n", "Belgium | \n", "BEL | \n", "NaN | \n", "
17 | \n", "Benin | \n", "BEN | \n", "5.113300e+08 | \n", "
18 | \n", "Burkina Faso | \n", "BFA | \n", "1.158540e+09 | \n", "
19 | \n", "Bangladesh | \n", "BGD | \n", "2.152090e+09 | \n", "
20 | \n", "Bulgaria | \n", "BGR | \n", "NaN | \n", "
21 | \n", "Bahrain | \n", "BHR | \n", "NaN | \n", "
22 | \n", "Bahamas, The | \n", "BHS | \n", "NaN | \n", "
23 | \n", "Bosnia and Herzegovina | \n", "BIH | \n", "5.711300e+08 | \n", "
24 | \n", "Belarus | \n", "BLR | \n", "1.032200e+08 | \n", "
25 | \n", "Belize | \n", "BLZ | \n", "2.518000e+07 | \n", "
26 | \n", "Bermuda | \n", "BMU | \n", "NaN | \n", "
27 | \n", "Bolivia | \n", "BOL | \n", "6.586300e+08 | \n", "
28 | \n", "Brazil | \n", "BRA | \n", "1.288220e+09 | \n", "
29 | \n", "Barbados | \n", "BRB | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "Togo | \n", "TGO | \n", "2.414600e+08 | \n", "
229 | \n", "Thailand | \n", "THA | \n", "-1.347900e+08 | \n", "
230 | \n", "Tajikistan | \n", "TJK | \n", "3.939100e+08 | \n", "
231 | \n", "Turkmenistan | \n", "TKM | \n", "3.803000e+07 | \n", "
232 | \n", "Timor-Leste | \n", "TLS | \n", "2.830700e+08 | \n", "
233 | \n", "Tonga | \n", "TON | \n", "7.826000e+07 | \n", "
234 | \n", "Trinidad and Tobago | \n", "TTO | \n", "NaN | \n", "
235 | \n", "Tunisia | \n", "TUN | \n", "1.017020e+09 | \n", "
236 | \n", "Turkey | \n", "TUR | \n", "3.033130e+09 | \n", "
237 | \n", "Tuvalu | \n", "TUV | \n", "2.449000e+07 | \n", "
238 | \n", "Tanzania | \n", "TZA | \n", "2.831890e+09 | \n", "
239 | \n", "Uganda | \n", "UGA | \n", "1.655190e+09 | \n", "
240 | \n", "Ukraine | \n", "UKR | \n", "7.692300e+08 | \n", "
241 | \n", "Upper middle income | \n", "UMC | \n", "1.559465e+10 | \n", "
242 | \n", "Uruguay | \n", "URY | \n", "1.932000e+07 | \n", "
243 | \n", "United States | \n", "USA | \n", "NaN | \n", "
244 | \n", "Uzbekistan | \n", "UZB | \n", "2.552600e+08 | \n", "
245 | \n", "St. Vincent and the Grenadines | \n", "VCT | \n", "8.560000e+06 | \n", "
246 | \n", "Venezuela, RB | \n", "VEN | \n", "4.813000e+07 | \n", "
247 | \n", "Virgin Islands (U.S.) | \n", "VIR | \n", "NaN | \n", "
248 | \n", "Vietnam | \n", "VNM | \n", "4.115780e+09 | \n", "
249 | \n", "Vanuatu | \n", "VUT | \n", "1.014200e+08 | \n", "
250 | \n", "West Bank and Gaza | \n", "PSE | \n", "2.001390e+09 | \n", "
251 | \n", "World | \n", "WLD | \n", "1.330394e+11 | \n", "
252 | \n", "Samoa | \n", "WSM | \n", "1.206700e+08 | \n", "
253 | \n", "Yemen, Rep. | \n", "YEM | \n", "7.093900e+08 | \n", "
254 | \n", "South Africa | \n", "ZAF | \n", "1.067150e+09 | \n", "
255 | \n", "Congo, Dem. Rep. | \n", "COD | \n", "2.859380e+09 | \n", "
256 | \n", "Zambia | \n", "ZMB | \n", "9.577200e+08 | \n", "
257 | \n", "Zimbabwe | \n", "ZWE | \n", "1.001220e+09 | \n", "
258 rows × 3 columns
\n", "\n", " | Country Name | \n", "Country Code | \n", "2012 | \n", "
---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "102384 | \n", "
1 | \n", "Andorra | \n", "AND | \n", "78360 | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "29824536 | \n", "
3 | \n", "Angola | \n", "AGO | \n", "20820525 | \n", "
4 | \n", "Albania | \n", "ALB | \n", "2801681 | \n", "
5 | \n", "Andean Region | \n", "ANR | \n", "NaN | \n", "
6 | \n", "Arab World | \n", "ARB | \n", "362466629 | \n", "
7 | \n", "United Arab Emirates | \n", "ARE | \n", "9205651 | \n", "
8 | \n", "Argentina | \n", "ARG | \n", "41086927 | \n", "
9 | \n", "Armenia | \n", "ARM | \n", "2969081 | \n", "
10 | \n", "American Samoa | \n", "ASM | \n", "55128 | \n", "
11 | \n", "Antigua and Barbuda | \n", "ATG | \n", "89069 | \n", "
12 | \n", "Australia | \n", "AUS | \n", "22723900 | \n", "
13 | \n", "Austria | \n", "AUT | \n", "8429991 | \n", "
14 | \n", "Azerbaijan | \n", "AZE | \n", "9295784 | \n", "
15 | \n", "Burundi | \n", "BDI | \n", "9849569 | \n", "
16 | \n", "Belgium | \n", "BEL | \n", "11128246 | \n", "
17 | \n", "Benin | \n", "BEN | \n", "10050702 | \n", "
18 | \n", "Burkina Faso | \n", "BFA | \n", "16460141 | \n", "
19 | \n", "Bangladesh | \n", "BGD | \n", "154695368 | \n", "
20 | \n", "Bulgaria | \n", "BGR | \n", "7305888 | \n", "
21 | \n", "Bahrain | \n", "BHR | \n", "1317827 | \n", "
22 | \n", "Bahamas, The | \n", "BHS | \n", "371960 | \n", "
23 | \n", "Bosnia and Herzegovina | \n", "BIH | \n", "3833916 | \n", "
24 | \n", "Belarus | \n", "BLR | \n", "9464000 | \n", "
25 | \n", "Belize | \n", "BLZ | \n", "324060 | \n", "
26 | \n", "Bermuda | \n", "BMU | \n", "64798 | \n", "
27 | \n", "Bolivia | \n", "BOL | \n", "10496285 | \n", "
28 | \n", "Brazil | \n", "BRA | \n", "198656019 | \n", "
29 | \n", "Barbados | \n", "BRB | \n", "283221 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "Togo | \n", "TGO | \n", "6642928 | \n", "
229 | \n", "Thailand | \n", "THA | \n", "66785001 | \n", "
230 | \n", "Tajikistan | \n", "TJK | \n", "8008990 | \n", "
231 | \n", "Turkmenistan | \n", "TKM | \n", "5172931 | \n", "
232 | \n", "Timor-Leste | \n", "TLS | \n", "1148958 | \n", "
233 | \n", "Tonga | \n", "TON | \n", "104941 | \n", "
234 | \n", "Trinidad and Tobago | \n", "TTO | \n", "1337439 | \n", "
235 | \n", "Tunisia | \n", "TUN | \n", "10777500 | \n", "
236 | \n", "Turkey | \n", "TUR | \n", "73997128 | \n", "
237 | \n", "Tuvalu | \n", "TUV | \n", "9860 | \n", "
238 | \n", "Tanzania | \n", "TZA | \n", "47783107 | \n", "
239 | \n", "Uganda | \n", "UGA | \n", "36345860 | \n", "
240 | \n", "Ukraine | \n", "UKR | \n", "45593300 | \n", "
241 | \n", "Upper middle income | \n", "UMC | \n", "2390210774 | \n", "
242 | \n", "Uruguay | \n", "URY | \n", "3395253 | \n", "
243 | \n", "United States | \n", "USA | \n", "313873685 | \n", "
244 | \n", "Uzbekistan | \n", "UZB | \n", "29774500 | \n", "
245 | \n", "St. Vincent and the Grenadines | \n", "VCT | \n", "109373 | \n", "
246 | \n", "Venezuela, RB | \n", "VEN | \n", "29954782 | \n", "
247 | \n", "Virgin Islands (U.S.) | \n", "VIR | \n", "105275 | \n", "
248 | \n", "Vietnam | \n", "VNM | \n", "88772900 | \n", "
249 | \n", "Vanuatu | \n", "VUT | \n", "247262 | \n", "
250 | \n", "West Bank and Gaza | \n", "PSE | \n", "4046901 | \n", "
251 | \n", "World | \n", "WLD | \n", "7043105591 | \n", "
252 | \n", "Samoa | \n", "WSM | \n", "188889 | \n", "
253 | \n", "Yemen, Rep. | \n", "YEM | \n", "23852409 | \n", "
254 | \n", "South Africa | \n", "ZAF | \n", "52274945 | \n", "
255 | \n", "Congo, Dem. Rep. | \n", "COD | \n", "65705093 | \n", "
256 | \n", "Zambia | \n", "ZMB | \n", "14075099 | \n", "
257 | \n", "Zimbabwe | \n", "ZWE | \n", "13724317 | \n", "
258 rows × 3 columns
\n", "\n", " | Country Name_aid | \n", "Country Code | \n", "Indicator Name_aid | \n", "Indicator Code_aid | \n", "1960_aid | \n", "1961_aid | \n", "1962_aid | \n", "1963_aid | \n", "1964_aid | \n", "1965_aid | \n", "... | \n", "2005_pop | \n", "2006_pop | \n", "2007_pop | \n", "2008_pop | \n", "2009_pop | \n", "2010_pop | \n", "2011_pop | \n", "2012_pop | \n", "2013_pop | \n", "Unnamed: 58_pop | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "100031 | \n", "100830 | \n", "101219 | \n", "101344 | \n", "101418 | \n", "101597 | \n", "101932 | \n", "102384 | \n", "102911 | \n", "NaN | \n", "
1 | \n", "Andorra | \n", "AND | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "81223 | \n", "81877 | \n", "81292 | \n", "79969 | \n", "78659 | \n", "77907 | \n", "77865 | \n", "78360 | \n", "79218 | \n", "NaN | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "17180000 | \n", "34670000 | \n", "16930000 | \n", "36670000 | \n", "46170000 | \n", "53930000 | \n", "... | \n", "24860855 | \n", "25631282 | \n", "26349243 | \n", "27032197 | \n", "27708187 | \n", "28397812 | \n", "29105480 | \n", "29824536 | \n", "30551674 | \n", "NaN | \n", "
3 | \n", "Angola | \n", "AGO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-50000 | \n", "23550000 | \n", "NaN | \n", "30000 | \n", "NaN | \n", "1110000 | \n", "... | \n", "16544376 | \n", "17122409 | \n", "17712824 | \n", "18314441 | \n", "18926650 | \n", "19549124 | \n", "20180490 | \n", "20820525 | \n", "21471618 | \n", "NaN | \n", "
4 | \n", "Albania | \n", "ALB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "2992724 | \n", "2968028 | \n", "2940880 | \n", "2912559 | \n", "2884303 | \n", "2856673 | \n", "2829337 | \n", "2801681 | \n", "2773620 | \n", "NaN | \n", "
5 rows × 117 columns
\n", "\n", " | Country Name_aid | \n", "Country Code | \n", "Indicator Name_aid | \n", "Indicator Code_aid | \n", "1960_aid | \n", "1961_aid | \n", "1962_aid | \n", "1963_aid | \n", "1964_aid | \n", "1965_aid | \n", "... | \n", "2000_aid_per_capita | \n", "2001_aid_per_capita | \n", "2002_aid_per_capita | \n", "2003_aid_per_capita | \n", "2004_aid_per_capita | \n", "2005_aid_per_capita | \n", "2006_aid_per_capita | \n", "2007_aid_per_capita | \n", "2008_aid_per_capita | \n", "2009_aid_per_capita | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Aruba | \n", "ABW | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "126.571133 | \n", "-18.300428 | \n", "110.426865 | \n", "785.651703 | \n", "-114.642199 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
1 | \n", "Andorra | \n", "AND | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
2 | \n", "Afghanistan | \n", "AFG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "17180000 | \n", "34670000 | \n", "16930000 | \n", "36670000 | \n", "46170000 | \n", "53930000 | \n", "... | \n", "6.603915 | \n", "19.222606 | \n", "58.991192 | \n", "68.941868 | \n", "96.237171 | \n", "114.140081 | \n", "115.549039 | \n", "188.419834 | \n", "180.343092 | \n", "225.033128 | \n", "
3 | \n", "Angola | \n", "AGO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-50000 | \n", "23550000 | \n", "NaN | \n", "30000 | \n", "NaN | \n", "1110000 | \n", "... | \n", "21.702802 | \n", "19.654115 | \n", "27.812309 | \n", "32.016575 | \n", "71.632998 | \n", "25.058062 | \n", "9.550058 | \n", "13.982525 | \n", "20.138207 | \n", "12.612375 | \n", "
4 | \n", "Albania | \n", "ALB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "102.896478 | \n", "87.637165 | \n", "100.746307 | \n", "116.855586 | \n", "99.499797 | \n", "106.638634 | \n", "108.415419 | \n", "104.455129 | \n", "124.725370 | \n", "123.759536 | \n", "
5 | \n", "Andean Region | \n", "ANR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
6 | \n", "Arab World | \n", "ARB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "881990000 | \n", "973930000 | \n", "929090000 | \n", "858610000 | \n", "831420000 | \n", "666060000 | \n", "... | \n", "18.238197 | \n", "19.283680 | \n", "18.341212 | \n", "30.669248 | \n", "38.742913 | \n", "94.491885 | \n", "55.350718 | \n", "58.694769 | \n", "68.462623 | \n", "41.888168 | \n", "
7 | \n", "United Arab Emirates | \n", "ARE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "410000 | \n", "540000 | \n", "430000 | \n", "390000 | \n", "580000 | \n", "20000 | \n", "... | \n", "1.057379 | \n", "0.756680 | \n", "1.187977 | \n", "1.472136 | \n", "1.465018 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
8 | \n", "Argentina | \n", "ARG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "28580000 | \n", "29180000 | \n", "39800000 | \n", "37800000 | \n", "17220000 | \n", "-62200000 | \n", "... | \n", "1.422375 | \n", "3.905202 | \n", "2.166498 | \n", "2.808503 | \n", "2.384310 | \n", "2.488625 | \n", "2.951608 | \n", "2.576570 | \n", "3.291151 | \n", "3.166379 | \n", "
9 | \n", "Armenia | \n", "ARM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "70.183070 | \n", "69.161035 | \n", "98.322876 | \n", "83.595957 | \n", "83.753849 | \n", "56.499068 | \n", "71.767029 | \n", "117.068165 | \n", "101.639368 | \n", "177.204417 | \n", "
10 | \n", "American Samoa | \n", "ASM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
11 | \n", "Antigua and Barbuda | \n", "ATG | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "126.081805 | \n", "108.139594 | \n", "168.311883 | \n", "76.139622 | \n", "19.946646 | \n", "94.349906 | \n", "39.296968 | \n", "87.443866 | \n", "102.520240 | \n", "65.353418 | \n", "
12 | \n", "Australia | \n", "AUS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
13 | \n", "Austria | \n", "AUT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
14 | \n", "Azerbaijan | \n", "AZE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "17.284994 | \n", "28.326265 | \n", "42.745000 | \n", "36.518867 | \n", "21.159333 | \n", "25.800032 | \n", "24.325391 | \n", "26.244275 | \n", "26.827487 | \n", "25.904069 | \n", "
15 | \n", "Burundi | \n", "BDI | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "7530000 | \n", "7190000 | \n", "11070000 | \n", "6160000 | \n", "8090000 | \n", "4860000 | \n", "... | \n", "13.952054 | \n", "20.343961 | \n", "24.438288 | \n", "31.353158 | \n", "48.469059 | \n", "46.839336 | \n", "53.576098 | \n", "57.514656 | \n", "60.554620 | \n", "62.886713 | \n", "
16 | \n", "Belgium | \n", "BEL | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
17 | \n", "Benin | \n", "BEN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "20000 | \n", "1480000 | \n", "3750000 | \n", "4260000 | \n", "18070000 | \n", "17880000 | \n", "... | \n", "35.031973 | \n", "38.730794 | \n", "29.541141 | \n", "39.111985 | \n", "49.704675 | \n", "42.399737 | \n", "47.292226 | \n", "54.478386 | \n", "71.487691 | \n", "73.809763 | \n", "
18 | \n", "Burkina Faso | \n", "BFA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "200000 | \n", "1350000 | \n", "4430000 | \n", "4140000 | \n", "15400000 | \n", "17270000 | \n", "... | \n", "15.487669 | \n", "33.981021 | \n", "35.763316 | \n", "42.732153 | \n", "49.297781 | \n", "51.659489 | \n", "65.219450 | \n", "66.764664 | \n", "68.293600 | \n", "71.733843 | \n", "
19 | \n", "Bangladesh | \n", "BGD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "8.859428 | \n", "7.746930 | \n", "6.614660 | \n", "10.021770 | \n", "10.010618 | \n", "9.214017 | \n", "8.429564 | \n", "10.345967 | \n", "13.993583 | \n", "8.199295 | \n", "
20 | \n", "Bulgaria | \n", "BGR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "37.592844 | \n", "44.144333 | \n", "41.586240 | \n", "54.121163 | \n", "81.833546 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
21 | \n", "Bahrain | \n", "BHR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "40000 | \n", "940000 | \n", "1350000 | \n", "640000 | \n", "580000 | \n", "880000 | \n", "... | \n", "90.431717 | \n", "101.338249 | \n", "84.063554 | \n", "170.673706 | \n", "70.956301 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
22 | \n", "Bahamas, The | \n", "BHS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-40000 | \n", "NaN | \n", "NaN | \n", "20000 | \n", "60000 | \n", "70000 | \n", "... | \n", "18.370561 | \n", "28.646392 | \n", "17.214656 | \n", "12.895090 | \n", "14.733251 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
23 | \n", "Bosnia and Herzegovina | \n", "BIH | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "192.451734 | \n", "164.996586 | \n", "142.596212 | \n", "139.104400 | \n", "176.554902 | \n", "141.377401 | \n", "138.053761 | \n", "154.960432 | \n", "120.928696 | \n", "107.516753 | \n", "
24 | \n", "Belarus | \n", "BLR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "3.447276 | \n", "3.973610 | \n", "3.981754 | \n", "4.943350 | \n", "5.096608 | \n", "5.982614 | \n", "7.967514 | \n", "8.761506 | \n", "11.563812 | \n", "10.262964 | \n", "
25 | \n", "Belize | \n", "BLZ | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "1820000 | \n", "2820000 | \n", "5520000 | \n", "4060000 | \n", "1550000 | \n", "2130000 | \n", "... | \n", "61.445349 | \n", "90.416724 | \n", "88.892066 | \n", "45.597764 | \n", "28.599457 | \n", "44.755811 | \n", "30.933563 | \n", "76.066751 | \n", "81.282533 | \n", "91.556595 | \n", "
26 | \n", "Bermuda | \n", "BMU | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "10000 | \n", "50000 | \n", "... | \n", "0.970356 | \n", "0.319980 | \n", "0.317904 | \n", "0.473747 | \n", "1.411986 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
27 | \n", "Bolivia | \n", "BOL | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "12080000 | \n", "23630000 | \n", "35910000 | \n", "53500000 | \n", "40920000 | \n", "33960000 | \n", "... | \n", "56.703312 | \n", "85.790095 | \n", "77.948967 | \n", "104.073657 | \n", "85.489044 | \n", "68.741850 | \n", "89.307000 | \n", "49.171928 | \n", "63.846222 | \n", "72.572855 | \n", "
28 | \n", "Brazil | \n", "BRA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "24110000 | \n", "266570000 | \n", "166560000 | \n", "197240000 | \n", "249000000 | \n", "236070000 | \n", "... | \n", "1.325865 | \n", "1.240505 | \n", "1.157955 | \n", "1.090931 | \n", "0.838975 | \n", "1.305828 | \n", "0.602920 | \n", "1.690553 | \n", "2.400640 | \n", "1.741322 | \n", "
29 | \n", "Barbados | \n", "BRB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "0.898237 | \n", "-4.286311 | \n", "12.280910 | \n", "73.400186 | \n", "105.839349 | \n", "-6.616271 | \n", "-7.565755 | \n", "63.378421 | \n", "25.645274 | \n", "42.866462 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "Togo | \n", "TGO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "110000 | \n", "2930000 | \n", "4530000 | \n", "6650000 | \n", "14940000 | \n", "13360000 | \n", "... | \n", "14.296718 | \n", "9.230353 | \n", "10.022105 | \n", "9.486674 | \n", "12.023303 | \n", "14.898341 | \n", "14.052441 | \n", "20.980989 | \n", "55.126596 | \n", "81.133288 | \n", "
229 | \n", "Thailand | \n", "THA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "43780000 | \n", "29340000 | \n", "37890000 | \n", "36330000 | \n", "31850000 | \n", "49090000 | \n", "... | \n", "11.174082 | \n", "4.445285 | \n", "4.597648 | \n", "-14.625125 | \n", "0.727176 | \n", "-2.557372 | \n", "-3.294277 | \n", "-4.706484 | \n", "-9.345121 | \n", "-1.173252 | \n", "
230 | \n", "Tajikistan | \n", "TJK | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "19.970411 | \n", "26.282567 | \n", "26.287773 | \n", "22.682828 | \n", "38.028616 | \n", "36.954562 | \n", "34.688222 | \n", "31.234597 | \n", "39.679725 | \n", "54.800362 | \n", "
231 | \n", "Turkmenistan | \n", "TKM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "7.841972 | \n", "16.534256 | \n", "9.506168 | \n", "6.144529 | \n", "11.552359 | \n", "6.396594 | \n", "8.478433 | \n", "5.862210 | \n", "3.686801 | \n", "8.001668 | \n", "
232 | \n", "Timor-Leste | \n", "TLS | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "1640000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "270.939625 | \n", "222.837358 | \n", "243.560193 | \n", "187.524977 | \n", "166.744744 | \n", "187.976465 | \n", "209.268177 | \n", "274.027506 | \n", "268.886689 | \n", "206.299159 | \n", "
233 | \n", "Tonga | \n", "TON | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "10000 | \n", "20000 | \n", "70000 | \n", "50000 | \n", "60000 | \n", "500000 | \n", "... | \n", "192.115310 | \n", "205.778446 | \n", "227.990674 | \n", "279.363232 | \n", "192.984380 | \n", "316.759113 | \n", "211.480363 | \n", "301.694219 | \n", "249.740158 | \n", "378.921753 | \n", "
234 | \n", "Trinidad and Tobago | \n", "TTO | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "80000 | \n", "550000 | \n", "11520000 | \n", "12030000 | \n", "16240000 | \n", "... | \n", "-1.206644 | \n", "-1.359692 | \n", "-6.715070 | \n", "-2.258799 | \n", "-1.402689 | \n", "-1.526679 | \n", "10.602404 | \n", "15.877378 | \n", "7.056863 | \n", "5.171952 | \n", "
235 | \n", "Tunisia | \n", "TUN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "51830000 | \n", "93820000 | \n", "70110000 | \n", "83560000 | \n", "71070000 | \n", "90920000 | \n", "... | \n", "23.185026 | \n", "37.767739 | \n", "22.579458 | \n", "30.464034 | \n", "35.470782 | \n", "36.137202 | \n", "42.592245 | \n", "31.411918 | \n", "36.302026 | \n", "48.161807 | \n", "
236 | \n", "Turkey | \n", "TUR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "137310000 | \n", "188280000 | \n", "229590000 | \n", "222670000 | \n", "162080000 | \n", "189410000 | \n", "... | \n", "5.175032 | \n", "2.053345 | \n", "4.292374 | \n", "2.496426 | \n", "4.268342 | \n", "5.845913 | \n", "8.243774 | \n", "11.398270 | \n", "15.862483 | \n", "19.111445 | \n", "
237 | \n", "Tuvalu | \n", "TUV | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "427.858584 | \n", "1004.117833 | \n", "1228.751312 | \n", "650.677789 | \n", "829.359320 | \n", "949.040644 | \n", "1576.243321 | \n", "1202.376075 | \n", "1646.914589 | \n", "1781.199021 | \n", "
238 | \n", "Tanzania | \n", "TZA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "10360000 | \n", "39190000 | \n", "47010000 | \n", "31060000 | \n", "45650000 | \n", "38630000 | \n", "... | \n", "31.272898 | \n", "36.515703 | \n", "35.463955 | \n", "46.935555 | \n", "46.932437 | \n", "38.611559 | \n", "47.150209 | \n", "68.618946 | \n", "55.047258 | \n", "67.212802 | \n", "
239 | \n", "Uganda | \n", "UGA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "20600000 | \n", "21230000 | \n", "28770000 | \n", "19590000 | \n", "22490000 | \n", "20120000 | \n", "... | \n", "35.149638 | \n", "32.772199 | \n", "27.960439 | \n", "37.172445 | \n", "43.793734 | \n", "41.502713 | \n", "53.394662 | \n", "56.536637 | \n", "51.652990 | \n", "54.305081 | \n", "
240 | \n", "Ukraine | \n", "UKR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "10.954971 | \n", "10.526486 | \n", "9.865671 | \n", "6.864667 | \n", "7.923653 | \n", "8.739809 | \n", "10.333902 | \n", "9.036463 | \n", "13.350714 | \n", "14.465847 | \n", "
241 | \n", "Upper middle income | \n", "UMC | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "781640000 | \n", "1416770000 | \n", "1330280000 | \n", "1224640000 | \n", "952720000 | \n", "1046010000 | \n", "... | \n", "4.758051 | \n", "4.799290 | \n", "5.248723 | \n", "6.055169 | \n", "7.777843 | \n", "14.230595 | \n", "8.674907 | \n", "8.786234 | \n", "10.004318 | \n", "6.530593 | \n", "
242 | \n", "Uruguay | \n", "URY | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "17330000 | \n", "-570000 | \n", "1950000 | \n", "12270000 | \n", "4420000 | \n", "320000 | \n", "... | \n", "5.239637 | \n", "4.566001 | \n", "4.123216 | \n", "7.090853 | \n", "8.739939 | \n", "4.342655 | \n", "6.326915 | \n", "11.086202 | \n", "9.940583 | \n", "14.887971 | \n", "
243 | \n", "United States | \n", "USA | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
244 | \n", "Uzbekistan | \n", "UZB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "7.535375 | \n", "6.163965 | \n", "7.488569 | \n", "7.609225 | \n", "9.506908 | \n", "6.488707 | \n", "5.636461 | \n", "6.321647 | \n", "6.860835 | \n", "6.833553 | \n", "
245 | \n", "St. Vincent and the Grenadines | \n", "VCT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "57.276847 | \n", "75.192844 | \n", "42.256126 | \n", "59.804528 | \n", "97.824285 | \n", "70.713294 | \n", "43.431153 | \n", "603.879132 | \n", "246.065336 | \n", "281.558641 | \n", "
246 | \n", "Venezuela, RB | \n", "VEN | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "-7490000 | \n", "-4880000 | \n", "68890000 | \n", "47720000 | \n", "-51700000 | \n", "3800000 | \n", "... | \n", "3.116248 | \n", "1.796510 | \n", "2.231422 | \n", "3.144137 | \n", "1.710119 | \n", "1.882070 | \n", "2.314379 | \n", "2.811693 | \n", "2.105951 | \n", "2.320957 | \n", "
247 | \n", "Virgin Islands (U.S.) | \n", "VIR | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
248 | \n", "Vietnam | \n", "VNM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "191850000 | \n", "167110000 | \n", "176030000 | \n", "226670000 | \n", "244990000 | \n", "314150000 | \n", "... | \n", "21.658386 | \n", "18.213327 | \n", "16.095561 | \n", "22.019948 | \n", "22.671441 | \n", "23.223434 | \n", "22.139882 | \n", "29.813669 | \n", "29.979571 | \n", "43.379134 | \n", "
249 | \n", "Vanuatu | \n", "VUT | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "150000 | \n", "280000 | \n", "410000 | \n", "510000 | \n", "650000 | \n", "580000 | \n", "... | \n", "247.489976 | \n", "167.525160 | \n", "141.686002 | \n", "164.914150 | \n", "189.776373 | \n", "188.561194 | \n", "227.296021 | \n", "257.680647 | \n", "409.364768 | \n", "447.033137 | \n", "
250 | \n", "West Bank and Gaza | \n", "PSE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "234.245093 | \n", "332.775810 | \n", "315.932409 | \n", "330.221945 | \n", "358.657441 | \n", "305.900260 | \n", "399.329602 | \n", "491.375580 | \n", "686.765157 | \n", "760.797987 | \n", "
251 | \n", "World | \n", "WLD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "4254390000 | \n", "5219020000 | \n", "5439680000 | \n", "5962450000 | \n", "5835340000 | \n", "6242640000 | \n", "... | \n", "9.447816 | \n", "9.523241 | \n", "10.940539 | \n", "12.463048 | \n", "13.864458 | \n", "16.709992 | \n", "16.291665 | \n", "16.263288 | \n", "18.951657 | \n", "18.603998 | \n", "
252 | \n", "Samoa | \n", "WSM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "30000 | \n", "90000 | \n", "170000 | \n", "210000 | \n", "230000 | \n", "... | \n", "155.428545 | \n", "243.952451 | \n", "214.449126 | \n", "185.561440 | \n", "172.992382 | \n", "242.041261 | \n", "259.950407 | \n", "205.607989 | \n", "219.740084 | \n", "418.561590 | \n", "
253 | \n", "Yemen, Rep. | \n", "YEM | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "14690000 | \n", "14880000 | \n", "18080000 | \n", "21580000 | \n", "23330000 | \n", "31540000 | \n", "... | \n", "17.764551 | \n", "20.542996 | \n", "11.683963 | \n", "12.776903 | \n", "13.584568 | \n", "14.723684 | \n", "13.910269 | \n", "11.451145 | \n", "19.794438 | \n", "25.094890 | \n", "
254 | \n", "South Africa | \n", "ZAF | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "... | \n", "11.053864 | \n", "9.471220 | \n", "11.160317 | \n", "14.128220 | \n", "13.379356 | \n", "14.487960 | \n", "14.812382 | \n", "16.509628 | \n", "22.702814 | \n", "21.395378 | \n", "
255 | \n", "Congo, Dem. Rep. | \n", "COD | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "82090000 | \n", "91160000 | \n", "120970000 | \n", "111500000 | \n", "127020000 | \n", "142070000 | \n", "... | \n", "3.772585 | \n", "5.094147 | \n", "23.728840 | \n", "106.273163 | \n", "36.561421 | \n", "34.828235 | \n", "39.525938 | \n", "23.723707 | \n", "30.023782 | \n", "38.965037 | \n", "
256 | \n", "Zambia | \n", "ZMB | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "920000 | \n", "910000 | \n", "5880000 | \n", "5380000 | \n", "20990000 | \n", "10860000 | \n", "... | \n", "78.670577 | \n", "55.089023 | \n", "76.357431 | \n", "71.094465 | \n", "101.163795 | \n", "102.183762 | \n", "124.561902 | \n", "83.226394 | \n", "89.610852 | \n", "98.795863 | \n", "
257 | \n", "Zimbabwe | \n", "ZWE | \n", "Net official development assistance and offici... | \n", "DT.ODA.ALLD.CD | \n", "NaN | \n", "10000 | \n", "NaN | \n", "10860000 | \n", "4570000 | \n", "3720000 | \n", "... | \n", "14.047096 | \n", "12.785654 | \n", "15.729074 | \n", "14.753293 | \n", "14.736414 | \n", "29.323582 | \n", "21.866808 | \n", "37.527786 | \n", "47.905040 | \n", "57.120388 | \n", "
258 rows × 170 columns
\n", "\n", " | Country Code | \n", "Country Name_aid | \n", "2012_aid | \n", "2012_pop | \n", "2012_aid_per_capita | \n", "
---|---|---|---|---|---|
0 | \n", "ABW | \n", "Aruba | \n", "NaN | \n", "102384 | \n", "NaN | \n", "
1 | \n", "AND | \n", "Andorra | \n", "NaN | \n", "78360 | \n", "NaN | \n", "
2 | \n", "AFG | \n", "Afghanistan | \n", "6.725030e+09 | \n", "29824536 | \n", "225.486492 | \n", "
3 | \n", "AGO | \n", "Angola | \n", "2.423500e+08 | \n", "20820525 | \n", "11.639956 | \n", "
4 | \n", "ALB | \n", "Albania | \n", "3.416200e+08 | \n", "2801681 | \n", "121.933939 | \n", "
5 | \n", "ANR | \n", "Andean Region | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
6 | \n", "ARB | \n", "Arab World | \n", "1.495131e+10 | \n", "362466629 | \n", "41.248790 | \n", "
7 | \n", "ARE | \n", "United Arab Emirates | \n", "NaN | \n", "9205651 | \n", "NaN | \n", "
8 | \n", "ARG | \n", "Argentina | \n", "1.789200e+08 | \n", "41086927 | \n", "4.354670 | \n", "
9 | \n", "ARM | \n", "Armenia | \n", "2.727700e+08 | \n", "2969081 | \n", "91.870178 | \n", "
10 | \n", "ASM | \n", "American Samoa | \n", "NaN | \n", "55128 | \n", "NaN | \n", "
11 | \n", "ATG | \n", "Antigua and Barbuda | \n", "2.350000e+06 | \n", "89069 | \n", "26.384039 | \n", "
12 | \n", "AUS | \n", "Australia | \n", "NaN | \n", "22723900 | \n", "NaN | \n", "
13 | \n", "AUT | \n", "Austria | \n", "NaN | \n", "8429991 | \n", "NaN | \n", "
14 | \n", "AZE | \n", "Azerbaijan | \n", "3.376100e+08 | \n", "9295784 | \n", "36.318615 | \n", "
15 | \n", "BDI | \n", "Burundi | \n", "5.227400e+08 | \n", "9849569 | \n", "53.072373 | \n", "
16 | \n", "BEL | \n", "Belgium | \n", "NaN | \n", "11128246 | \n", "NaN | \n", "
17 | \n", "BEN | \n", "Benin | \n", "5.113300e+08 | \n", "10050702 | \n", "50.875053 | \n", "
18 | \n", "BFA | \n", "Burkina Faso | \n", "1.158540e+09 | \n", "16460141 | \n", "70.384573 | \n", "
19 | \n", "BGD | \n", "Bangladesh | \n", "2.152090e+09 | \n", "154695368 | \n", "13.911793 | \n", "
20 | \n", "BGR | \n", "Bulgaria | \n", "NaN | \n", "7305888 | \n", "NaN | \n", "
21 | \n", "BHR | \n", "Bahrain | \n", "NaN | \n", "1317827 | \n", "NaN | \n", "
22 | \n", "BHS | \n", "Bahamas, The | \n", "NaN | \n", "371960 | \n", "NaN | \n", "
23 | \n", "BIH | \n", "Bosnia and Herzegovina | \n", "5.711300e+08 | \n", "3833916 | \n", "148.967792 | \n", "
24 | \n", "BLR | \n", "Belarus | \n", "1.032200e+08 | \n", "9464000 | \n", "10.906593 | \n", "
25 | \n", "BLZ | \n", "Belize | \n", "2.518000e+07 | \n", "324060 | \n", "77.701660 | \n", "
26 | \n", "BMU | \n", "Bermuda | \n", "NaN | \n", "64798 | \n", "NaN | \n", "
27 | \n", "BOL | \n", "Bolivia | \n", "6.586300e+08 | \n", "10496285 | \n", "62.748868 | \n", "
28 | \n", "BRA | \n", "Brazil | \n", "1.288220e+09 | \n", "198656019 | \n", "6.484676 | \n", "
29 | \n", "BRB | \n", "Barbados | \n", "NaN | \n", "283221 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
228 | \n", "TGO | \n", "Togo | \n", "2.414600e+08 | \n", "6642928 | \n", "36.348429 | \n", "
229 | \n", "THA | \n", "Thailand | \n", "-1.347900e+08 | \n", "66785001 | \n", "-2.018268 | \n", "
230 | \n", "TJK | \n", "Tajikistan | \n", "3.939100e+08 | \n", "8008990 | \n", "49.183480 | \n", "
231 | \n", "TKM | \n", "Turkmenistan | \n", "3.803000e+07 | \n", "5172931 | \n", "7.351732 | \n", "
232 | \n", "TLS | \n", "Timor-Leste | \n", "2.830700e+08 | \n", "1148958 | \n", "246.371060 | \n", "
233 | \n", "TON | \n", "Tonga | \n", "7.826000e+07 | \n", "104941 | \n", "745.752375 | \n", "
234 | \n", "TTO | \n", "Trinidad and Tobago | \n", "NaN | \n", "1337439 | \n", "NaN | \n", "
235 | \n", "TUN | \n", "Tunisia | \n", "1.017020e+09 | \n", "10777500 | \n", "94.365113 | \n", "
236 | \n", "TUR | \n", "Turkey | \n", "3.033130e+09 | \n", "73997128 | \n", "40.989834 | \n", "
237 | \n", "TUV | \n", "Tuvalu | \n", "2.449000e+07 | \n", "9860 | \n", "2483.772819 | \n", "
238 | \n", "TZA | \n", "Tanzania | \n", "2.831890e+09 | \n", "47783107 | \n", "59.265506 | \n", "
239 | \n", "UGA | \n", "Uganda | \n", "1.655190e+09 | \n", "36345860 | \n", "45.539987 | \n", "
240 | \n", "UKR | \n", "Ukraine | \n", "7.692300e+08 | \n", "45593300 | \n", "16.871558 | \n", "
241 | \n", "UMC | \n", "Upper middle income | \n", "1.559465e+10 | \n", "2390210774 | \n", "6.524383 | \n", "
242 | \n", "URY | \n", "Uruguay | \n", "1.932000e+07 | \n", "3395253 | \n", "5.690298 | \n", "
243 | \n", "USA | \n", "United States | \n", "NaN | \n", "313873685 | \n", "NaN | \n", "
244 | \n", "UZB | \n", "Uzbekistan | \n", "2.552600e+08 | \n", "29774500 | \n", "8.573108 | \n", "
245 | \n", "VCT | \n", "St. Vincent and the Grenadines | \n", "8.560000e+06 | \n", "109373 | \n", "78.264288 | \n", "
246 | \n", "VEN | \n", "Venezuela, RB | \n", "4.813000e+07 | \n", "29954782 | \n", "1.606755 | \n", "
247 | \n", "VIR | \n", "Virgin Islands (U.S.) | \n", "NaN | \n", "105275 | \n", "NaN | \n", "
248 | \n", "VNM | \n", "Vietnam | \n", "4.115780e+09 | \n", "88772900 | \n", "46.363023 | \n", "
249 | \n", "VUT | \n", "Vanuatu | \n", "1.014200e+08 | \n", "247262 | \n", "410.172206 | \n", "
250 | \n", "PSE | \n", "West Bank and Gaza | \n", "2.001390e+09 | \n", "4046901 | \n", "494.548792 | \n", "
251 | \n", "WLD | \n", "World | \n", "1.330394e+11 | \n", "7043105591 | \n", "18.889309 | \n", "
252 | \n", "WSM | \n", "Samoa | \n", "1.206700e+08 | \n", "188889 | \n", "638.840801 | \n", "
253 | \n", "YEM | \n", "Yemen, Rep. | \n", "7.093900e+08 | \n", "23852409 | \n", "29.740812 | \n", "
254 | \n", "ZAF | \n", "South Africa | \n", "1.067150e+09 | \n", "52274945 | \n", "20.414177 | \n", "
255 | \n", "COD | \n", "Congo, Dem. Rep. | \n", "2.859380e+09 | \n", "65705093 | \n", "43.518392 | \n", "
256 | \n", "ZMB | \n", "Zambia | \n", "9.577200e+08 | \n", "14075099 | \n", "68.043571 | \n", "
257 | \n", "ZWE | \n", "Zimbabwe | \n", "1.001220e+09 | \n", "13724317 | \n", "72.952264 | \n", "
258 rows × 5 columns
\n", "\n", " | Country Code | \n", "Country Name_aid | \n", "2012_aid | \n", "2012_pop | \n", "2012_aid_per_capita | \n", "
---|---|---|---|---|---|
229 | \n", "THA | \n", "Thailand | \n", "-134790000 | \n", "66785001 | \n", "-2.018268 | \n", "
42 | \n", "CHN | \n", "China | \n", "-194130000 | \n", "1350695000 | \n", "-0.143726 | \n", "
71 | \n", "EMU | \n", "Euro area | \n", "0 | \n", "333228712 | \n", "0.000000 | \n", "
169 | \n", "NAC | \n", "North America | \n", "0 | \n", "348692795 | \n", "0.000000 | \n", "
76 | \n", "EUU | \n", "European Union | \n", "0 | \n", "505640311 | \n", "0.000000 | \n", "
37 | \n", "CEB | \n", "Central Europe and the Baltics | \n", "0 | \n", "104429039 | \n", "0.000000 | \n", "
187 | \n", "PHL | \n", "Philippines | \n", "5140000 | \n", "96706764 | \n", "0.053150 | \n", "
180 | \n", "OEC | \n", "High income: OECD | \n", "125510000 | \n", "1049561526 | \n", "0.119583 | \n", "
97 | \n", "HIC | \n", "High income | \n", "188330000 | \n", "1299489520 | \n", "0.144926 | \n", "
176 | \n", "NOC | \n", "High income: nonOECD | \n", "57780000 | \n", "249927994 | \n", "0.231187 | \n", "
104 | \n", "IDN | \n", "Indonesia | \n", "67810000 | \n", "246864191 | \n", "0.274685 | \n", "
168 | \n", "MYS | \n", "Malaysia | \n", "15370000 | \n", "29239927 | \n", "0.525651 | \n", "
106 | \n", "IND | \n", "India | \n", "1667630000 | \n", "1236686732 | \n", "1.348466 | \n", "
246 | \n", "VEN | \n", "Venezuela, RB | \n", "48130000 | \n", "29954782 | \n", "1.606755 | \n", "
109 | \n", "IRN | \n", "Iran, Islamic Rep. | \n", "148890000 | \n", "76424443 | \n", "1.948199 | \n", "
181 | \n", "OED | \n", "OECD members | \n", "3576450000 | \n", "1254326493 | \n", "2.851291 | \n", "
153 | \n", "MEX | \n", "Mexico | \n", "417810000 | \n", "120847477 | \n", "3.457333 | \n", "
64 | \n", "DZA | \n", "Algeria | \n", "144500000 | \n", "38481705 | \n", "3.755031 | \n", "
66 | \n", "EAS | \n", "East Asia & Pacific (all income levels) | \n", "8796050000 | \n", "2233723905 | \n", "3.937841 | \n", "
192 | \n", "PRK | \n", "Korea, Dem. Rep. | \n", "98140000 | \n", "24763188 | \n", "3.963141 | \n", "
8 | \n", "ARG | \n", "Argentina | \n", "178920000 | \n", "41086927 | \n", "4.354670 | \n", "
65 | \n", "EAP | \n", "East Asia & Pacific (developing only) | \n", "8796050000 | \n", "1991555125 | \n", "4.416674 | \n", "
242 | \n", "URY | \n", "Uruguay | \n", "19320000 | \n", "3395253 | \n", "5.690298 | \n", "
28 | \n", "BRA | \n", "Brazil | \n", "1288220000 | \n", "198656019 | \n", "6.484676 | \n", "
241 | \n", "UMC | \n", "Upper middle income | \n", "15594650000 | \n", "2390210774 | \n", "6.524383 | \n", "
51 | \n", "CRI | \n", "Costa Rica | \n", "32700000 | \n", "4805295 | \n", "6.804993 | \n", "
41 | \n", "CHL | \n", "Chile | \n", "125510000 | \n", "17464814 | \n", "7.186449 | \n", "
231 | \n", "TKM | \n", "Turkmenistan | \n", "38030000 | \n", "5172931 | \n", "7.351732 | \n", "
117 | \n", "KAZ | \n", "Kazakhstan | \n", "129640000 | \n", "16791425 | \n", "7.720607 | \n", "
114 | \n", "JAM | \n", "Jamaica | \n", "21050000 | \n", "2707805 | \n", "7.773824 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
144 | \n", "MAC | \n", "Macao SAR, China | \n", "NaN | \n", "556783 | \n", "NaN | \n", "
145 | \n", "MAF | \n", "St. Martin (French part) | \n", "NaN | \n", "30959 | \n", "NaN | \n", "
147 | \n", "MCA | \n", "Mexico and Central America | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
148 | \n", "MCO | \n", "Monaco | \n", "NaN | \n", "37579 | \n", "NaN | \n", "
158 | \n", "MLT | \n", "Malta | \n", "NaN | \n", "419455 | \n", "NaN | \n", "
163 | \n", "MNP | \n", "Northern Mariana Islands | \n", "NaN | \n", "53305 | \n", "NaN | \n", "
171 | \n", "NCL | \n", "New Caledonia | \n", "NaN | \n", "258000 | \n", "NaN | \n", "
175 | \n", "NLD | \n", "Netherlands | \n", "NaN | \n", "16754962 | \n", "NaN | \n", "
177 | \n", "NOR | \n", "Norway | \n", "NaN | \n", "5018573 | \n", "NaN | \n", "
179 | \n", "NZL | \n", "New Zealand | \n", "NaN | \n", "4433000 | \n", "NaN | \n", "
182 | \n", "OMN | \n", "Oman | \n", "NaN | \n", "3314001 | \n", "NaN | \n", "
190 | \n", "POL | \n", "Poland | \n", "NaN | \n", "38535873 | \n", "NaN | \n", "
191 | \n", "PRI | \n", "Puerto Rico | \n", "NaN | \n", "3651545 | \n", "NaN | \n", "
193 | \n", "PRT | \n", "Portugal | \n", "NaN | \n", "10514844 | \n", "NaN | \n", "
196 | \n", "PYF | \n", "French Polynesia | \n", "NaN | \n", "273814 | \n", "NaN | \n", "
197 | \n", "QAT | \n", "Qatar | \n", "NaN | \n", "2050514 | \n", "NaN | \n", "
198 | \n", "ROU | \n", "Romania | \n", "NaN | \n", "20076727 | \n", "NaN | \n", "
199 | \n", "RUS | \n", "Russian Federation | \n", "NaN | \n", "143178000 | \n", "NaN | \n", "
202 | \n", "SAU | \n", "Saudi Arabia | \n", "NaN | \n", "28287855 | \n", "NaN | \n", "
203 | \n", "SCE | \n", "Southern Cone Extended | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
206 | \n", "SGP | \n", "Singapore | \n", "NaN | \n", "5312400 | \n", "NaN | \n", "
210 | \n", "SMR | \n", "San Marino | \n", "NaN | \n", "31247 | \n", "NaN | \n", "
219 | \n", "SVK | \n", "Slovak Republic | \n", "NaN | \n", "5407579 | \n", "NaN | \n", "
220 | \n", "SVN | \n", "Slovenia | \n", "NaN | \n", "2057159 | \n", "NaN | \n", "
221 | \n", "SWE | \n", "Sweden | \n", "NaN | \n", "9519374 | \n", "NaN | \n", "
223 | \n", "SXM | \n", "Sint Maarten (Dutch part) | \n", "NaN | \n", "39088 | \n", "NaN | \n", "
226 | \n", "TCA | \n", "Turks and Caicos Islands | \n", "NaN | \n", "32427 | \n", "NaN | \n", "
234 | \n", "TTO | \n", "Trinidad and Tobago | \n", "NaN | \n", "1337439 | \n", "NaN | \n", "
243 | \n", "USA | \n", "United States | \n", "NaN | \n", "313873685 | \n", "NaN | \n", "
247 | \n", "VIR | \n", "Virgin Islands (U.S.) | \n", "NaN | \n", "105275 | \n", "NaN | \n", "
258 rows × 5 columns
\n", "\n", " | Country Code | \n", "Country Name_aid | \n", "2012_aid | \n", "2012_pop | \n", "2012_aid_per_capita | \n", "
---|---|---|---|---|---|
237 | \n", "TUV | \n", "Tuvalu | \n", "24490000 | \n", "9860 | \n", "2483.772819 | \n", "
154 | \n", "MHL | \n", "Marshall Islands | \n", "76010000 | \n", "52555 | \n", "1446.294358 | \n", "
82 | \n", "FSM | \n", "Micronesia, Fed. Sts. | \n", "115040000 | \n", "103395 | \n", "1112.626336 | \n", "
233 | \n", "TON | \n", "Tonga | \n", "78260000 | \n", "104941 | \n", "745.752375 | \n", "
188 | \n", "PLW | \n", "Palau | \n", "15000000 | \n", "20754 | \n", "722.752241 | \n", "
121 | \n", "KIR | \n", "Kiribati | \n", "64660000 | \n", "100786 | \n", "641.557359 | \n", "
252 | \n", "WSM | \n", "Samoa | \n", "120670000 | \n", "188889 | \n", "638.840801 | \n", "
207 | \n", "SLB | \n", "Solomon Islands | \n", "304980000 | \n", "549598 | \n", "554.914683 | \n", "
50 | \n", "CPV | \n", "Cabo Verde | \n", "246140000 | \n", "494401 | \n", "497.854980 | \n", "
250 | \n", "PSE | \n", "West Bank and Gaza | \n", "2001390000 | \n", "4046901 | \n", "494.548792 | \n", "
195 | \n", "PSS | \n", "Pacific island small states | \n", "1007870000 | \n", "2252782 | \n", "447.389051 | \n", "
249 | \n", "VUT | \n", "Vanuatu | \n", "101420000 | \n", "247262 | \n", "410.172206 | \n", "
122 | \n", "KNA | \n", "St. Kitts and Nevis | \n", "21910000 | \n", "53584 | \n", "408.890714 | \n", "
224 | \n", "SYC | \n", "Seychelles | \n", "35330000 | \n", "88303 | \n", "400.099657 | \n", "
61 | \n", "DMA | \n", "Dominica | \n", "25660000 | \n", "71684 | \n", "357.959935 | \n", "
124 | \n", "KSV | \n", "Kosovo | \n", "567680000 | \n", "1807106 | \n", "314.137632 | \n", "
217 | \n", "STP | \n", "Sao Tome and Principe | \n", "48790000 | \n", "188098 | \n", "259.386065 | \n", "
232 | \n", "TLS | \n", "Timor-Leste | \n", "283070000 | \n", "1148958 | \n", "246.371060 | \n", "
2 | \n", "AFG | \n", "Afghanistan | \n", "6725030000 | \n", "29824536 | \n", "225.486492 | \n", "
115 | \n", "JOR | \n", "Jordan | \n", "1416970000 | \n", "6318000 | \n", "224.275087 | \n", "
31 | \n", "BTN | \n", "Bhutan | \n", "161280000 | \n", "741822 | \n", "217.410646 | \n", "
151 | \n", "MDV | \n", "Maldives | \n", "58010000 | \n", "338442 | \n", "171.403076 | \n", "
60 | \n", "DJI | \n", "Djibouti | \n", "146590000 | \n", "859652 | \n", "170.522490 | \n", "
161 | \n", "MNE | \n", "Montenegro | \n", "103220000 | \n", "621081 | \n", "166.194104 | \n", "
128 | \n", "LBN | \n", "Lebanon | \n", "710240000 | \n", "4424888 | \n", "160.510277 | \n", "
162 | \n", "MNG | \n", "Mongolia | \n", "448780000 | \n", "2796484 | \n", "160.480089 | \n", "
212 | \n", "SRB | \n", "Serbia | \n", "1089870000 | \n", "7199077 | \n", "151.390241 | \n", "
23 | \n", "BIH | \n", "Bosnia and Herzegovina | \n", "571130000 | \n", "3833916 | \n", "148.967792 | \n", "
131 | \n", "LCA | \n", "St. Lucia | \n", "26840000 | \n", "180870 | \n", "148.393874 | \n", "
85 | \n", "GEO | \n", "Georgia | \n", "662210000 | \n", "4490700 | \n", "147.462534 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
144 | \n", "MAC | \n", "Macao SAR, China | \n", "NaN | \n", "556783 | \n", "NaN | \n", "
145 | \n", "MAF | \n", "St. Martin (French part) | \n", "NaN | \n", "30959 | \n", "NaN | \n", "
147 | \n", "MCA | \n", "Mexico and Central America | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
148 | \n", "MCO | \n", "Monaco | \n", "NaN | \n", "37579 | \n", "NaN | \n", "
158 | \n", "MLT | \n", "Malta | \n", "NaN | \n", "419455 | \n", "NaN | \n", "
163 | \n", "MNP | \n", "Northern Mariana Islands | \n", "NaN | \n", "53305 | \n", "NaN | \n", "
171 | \n", "NCL | \n", "New Caledonia | \n", "NaN | \n", "258000 | \n", "NaN | \n", "
175 | \n", "NLD | \n", "Netherlands | \n", "NaN | \n", "16754962 | \n", "NaN | \n", "
177 | \n", "NOR | \n", "Norway | \n", "NaN | \n", "5018573 | \n", "NaN | \n", "
179 | \n", "NZL | \n", "New Zealand | \n", "NaN | \n", "4433000 | \n", "NaN | \n", "
182 | \n", "OMN | \n", "Oman | \n", "NaN | \n", "3314001 | \n", "NaN | \n", "
190 | \n", "POL | \n", "Poland | \n", "NaN | \n", "38535873 | \n", "NaN | \n", "
191 | \n", "PRI | \n", "Puerto Rico | \n", "NaN | \n", "3651545 | \n", "NaN | \n", "
193 | \n", "PRT | \n", "Portugal | \n", "NaN | \n", "10514844 | \n", "NaN | \n", "
196 | \n", "PYF | \n", "French Polynesia | \n", "NaN | \n", "273814 | \n", "NaN | \n", "
197 | \n", "QAT | \n", "Qatar | \n", "NaN | \n", "2050514 | \n", "NaN | \n", "
198 | \n", "ROU | \n", "Romania | \n", "NaN | \n", "20076727 | \n", "NaN | \n", "
199 | \n", "RUS | \n", "Russian Federation | \n", "NaN | \n", "143178000 | \n", "NaN | \n", "
202 | \n", "SAU | \n", "Saudi Arabia | \n", "NaN | \n", "28287855 | \n", "NaN | \n", "
203 | \n", "SCE | \n", "Southern Cone Extended | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
206 | \n", "SGP | \n", "Singapore | \n", "NaN | \n", "5312400 | \n", "NaN | \n", "
210 | \n", "SMR | \n", "San Marino | \n", "NaN | \n", "31247 | \n", "NaN | \n", "
219 | \n", "SVK | \n", "Slovak Republic | \n", "NaN | \n", "5407579 | \n", "NaN | \n", "
220 | \n", "SVN | \n", "Slovenia | \n", "NaN | \n", "2057159 | \n", "NaN | \n", "
221 | \n", "SWE | \n", "Sweden | \n", "NaN | \n", "9519374 | \n", "NaN | \n", "
223 | \n", "SXM | \n", "Sint Maarten (Dutch part) | \n", "NaN | \n", "39088 | \n", "NaN | \n", "
226 | \n", "TCA | \n", "Turks and Caicos Islands | \n", "NaN | \n", "32427 | \n", "NaN | \n", "
234 | \n", "TTO | \n", "Trinidad and Tobago | \n", "NaN | \n", "1337439 | \n", "NaN | \n", "
243 | \n", "USA | \n", "United States | \n", "NaN | \n", "313873685 | \n", "NaN | \n", "
247 | \n", "VIR | \n", "Virgin Islands (U.S.) | \n", "NaN | \n", "105275 | \n", "NaN | \n", "
258 rows × 5 columns
\n", "\n", " | Country Code | \n", "Country Name_aid | \n", "2012_aid | \n", "2012_pop | \n", "2012_aid_per_capita | \n", "
---|---|---|---|---|---|
0 | \n", "ABW | \n", "Aruba | \n", "NaN | \n", "102384 | \n", "NaN | \n", "
1 | \n", "AND | \n", "Andorra | \n", "NaN | \n", "78360 | \n", "NaN | \n", "
5 | \n", "ANR | \n", "Andean Region | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
7 | \n", "ARE | \n", "United Arab Emirates | \n", "NaN | \n", "9205651 | \n", "NaN | \n", "
10 | \n", "ASM | \n", "American Samoa | \n", "NaN | \n", "55128 | \n", "NaN | \n", "
12 | \n", "AUS | \n", "Australia | \n", "NaN | \n", "22723900 | \n", "NaN | \n", "
13 | \n", "AUT | \n", "Austria | \n", "NaN | \n", "8429991 | \n", "NaN | \n", "
16 | \n", "BEL | \n", "Belgium | \n", "NaN | \n", "11128246 | \n", "NaN | \n", "
20 | \n", "BGR | \n", "Bulgaria | \n", "NaN | \n", "7305888 | \n", "NaN | \n", "
21 | \n", "BHR | \n", "Bahrain | \n", "NaN | \n", "1317827 | \n", "NaN | \n", "
22 | \n", "BHS | \n", "Bahamas, The | \n", "NaN | \n", "371960 | \n", "NaN | \n", "
26 | \n", "BMU | \n", "Bermuda | \n", "NaN | \n", "64798 | \n", "NaN | \n", "
29 | \n", "BRB | \n", "Barbados | \n", "NaN | \n", "283221 | \n", "NaN | \n", "
30 | \n", "BRN | \n", "Brunei Darussalam | \n", "NaN | \n", "412238 | \n", "NaN | \n", "
33 | \n", "CAA | \n", "Sub-Saharan Africa (IFC classification) | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
35 | \n", "CAN | \n", "Canada | \n", "NaN | \n", "34754312 | \n", "NaN | \n", "
36 | \n", "CEA | \n", "East Asia and the Pacific (IFC classification) | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
38 | \n", "CEU | \n", "Europe and Central Asia (IFC classification) | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
39 | \n", "CHE | \n", "Switzerland | \n", "NaN | \n", "7996861 | \n", "NaN | \n", "
40 | \n", "CHI | \n", "Channel Islands | \n", "NaN | \n", "161235 | \n", "NaN | \n", "
44 | \n", "CLA | \n", "Latin America and the Caribbean (IFC classific... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
45 | \n", "CME | \n", "Middle East and North Africa (IFC classification) | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
52 | \n", "CSA | \n", "South Asia (IFC classification) | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
55 | \n", "CUW | \n", "Curacao | \n", "NaN | \n", "152056 | \n", "NaN | \n", "
56 | \n", "CYM | \n", "Cayman Islands | \n", "NaN | \n", "57570 | \n", "NaN | \n", "
57 | \n", "CYP | \n", "Cyprus | \n", "NaN | \n", "1128994 | \n", "NaN | \n", "
58 | \n", "CZE | \n", "Czech Republic | \n", "NaN | \n", "10510785 | \n", "NaN | \n", "
59 | \n", "DEU | \n", "Germany | \n", "NaN | \n", "80425823 | \n", "NaN | \n", "
62 | \n", "DNK | \n", "Denmark | \n", "NaN | \n", "5591572 | \n", "NaN | \n", "
73 | \n", "ESP | \n", "Spain | \n", "NaN | \n", "46761264 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
144 | \n", "MAC | \n", "Macao SAR, China | \n", "NaN | \n", "556783 | \n", "NaN | \n", "
145 | \n", "MAF | \n", "St. Martin (French part) | \n", "NaN | \n", "30959 | \n", "NaN | \n", "
147 | \n", "MCA | \n", "Mexico and Central America | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
148 | \n", "MCO | \n", "Monaco | \n", "NaN | \n", "37579 | \n", "NaN | \n", "
158 | \n", "MLT | \n", "Malta | \n", "NaN | \n", "419455 | \n", "NaN | \n", "
163 | \n", "MNP | \n", "Northern Mariana Islands | \n", "NaN | \n", "53305 | \n", "NaN | \n", "
171 | \n", "NCL | \n", "New Caledonia | \n", "NaN | \n", "258000 | \n", "NaN | \n", "
175 | \n", "NLD | \n", "Netherlands | \n", "NaN | \n", "16754962 | \n", "NaN | \n", "
177 | \n", "NOR | \n", "Norway | \n", "NaN | \n", "5018573 | \n", "NaN | \n", "
179 | \n", "NZL | \n", "New Zealand | \n", "NaN | \n", "4433000 | \n", "NaN | \n", "
182 | \n", "OMN | \n", "Oman | \n", "NaN | \n", "3314001 | \n", "NaN | \n", "
190 | \n", "POL | \n", "Poland | \n", "NaN | \n", "38535873 | \n", "NaN | \n", "
191 | \n", "PRI | \n", "Puerto Rico | \n", "NaN | \n", "3651545 | \n", "NaN | \n", "
193 | \n", "PRT | \n", "Portugal | \n", "NaN | \n", "10514844 | \n", "NaN | \n", "
196 | \n", "PYF | \n", "French Polynesia | \n", "NaN | \n", "273814 | \n", "NaN | \n", "
197 | \n", "QAT | \n", "Qatar | \n", "NaN | \n", "2050514 | \n", "NaN | \n", "
198 | \n", "ROU | \n", "Romania | \n", "NaN | \n", "20076727 | \n", "NaN | \n", "
199 | \n", "RUS | \n", "Russian Federation | \n", "NaN | \n", "143178000 | \n", "NaN | \n", "
202 | \n", "SAU | \n", "Saudi Arabia | \n", "NaN | \n", "28287855 | \n", "NaN | \n", "
203 | \n", "SCE | \n", "Southern Cone Extended | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
206 | \n", "SGP | \n", "Singapore | \n", "NaN | \n", "5312400 | \n", "NaN | \n", "
210 | \n", "SMR | \n", "San Marino | \n", "NaN | \n", "31247 | \n", "NaN | \n", "
219 | \n", "SVK | \n", "Slovak Republic | \n", "NaN | \n", "5407579 | \n", "NaN | \n", "
220 | \n", "SVN | \n", "Slovenia | \n", "NaN | \n", "2057159 | \n", "NaN | \n", "
221 | \n", "SWE | \n", "Sweden | \n", "NaN | \n", "9519374 | \n", "NaN | \n", "
223 | \n", "SXM | \n", "Sint Maarten (Dutch part) | \n", "NaN | \n", "39088 | \n", "NaN | \n", "
226 | \n", "TCA | \n", "Turks and Caicos Islands | \n", "NaN | \n", "32427 | \n", "NaN | \n", "
234 | \n", "TTO | \n", "Trinidad and Tobago | \n", "NaN | \n", "1337439 | \n", "NaN | \n", "
243 | \n", "USA | \n", "United States | \n", "NaN | \n", "313873685 | \n", "NaN | \n", "
247 | \n", "VIR | \n", "Virgin Islands (U.S.) | \n", "NaN | \n", "105275 | \n", "NaN | \n", "
85 rows × 5 columns
\n", "\n", " | Country Code | \n", "Country Name_aid | \n", "2012_aid | \n", "2012_pop | \n", "2012_aid_per_capita | \n", "
---|---|---|---|---|---|
237 | \n", "TUV | \n", "Tuvalu | \n", "24490000 | \n", "9860 | \n", "2483.772819 | \n", "
154 | \n", "MHL | \n", "Marshall Islands | \n", "76010000 | \n", "52555 | \n", "1446.294358 | \n", "
82 | \n", "FSM | \n", "Micronesia, Fed. Sts. | \n", "115040000 | \n", "103395 | \n", "1112.626336 | \n", "
233 | \n", "TON | \n", "Tonga | \n", "78260000 | \n", "104941 | \n", "745.752375 | \n", "
188 | \n", "PLW | \n", "Palau | \n", "15000000 | \n", "20754 | \n", "722.752241 | \n", "
121 | \n", "KIR | \n", "Kiribati | \n", "64660000 | \n", "100786 | \n", "641.557359 | \n", "
252 | \n", "WSM | \n", "Samoa | \n", "120670000 | \n", "188889 | \n", "638.840801 | \n", "
207 | \n", "SLB | \n", "Solomon Islands | \n", "304980000 | \n", "549598 | \n", "554.914683 | \n", "
50 | \n", "CPV | \n", "Cabo Verde | \n", "246140000 | \n", "494401 | \n", "497.854980 | \n", "
250 | \n", "PSE | \n", "West Bank and Gaza | \n", "2001390000 | \n", "4046901 | \n", "494.548792 | \n", "
195 | \n", "PSS | \n", "Pacific island small states | \n", "1007870000 | \n", "2252782 | \n", "447.389051 | \n", "
249 | \n", "VUT | \n", "Vanuatu | \n", "101420000 | \n", "247262 | \n", "410.172206 | \n", "
122 | \n", "KNA | \n", "St. Kitts and Nevis | \n", "21910000 | \n", "53584 | \n", "408.890714 | \n", "
224 | \n", "SYC | \n", "Seychelles | \n", "35330000 | \n", "88303 | \n", "400.099657 | \n", "
61 | \n", "DMA | \n", "Dominica | \n", "25660000 | \n", "71684 | \n", "357.959935 | \n", "
124 | \n", "KSV | \n", "Kosovo | \n", "567680000 | \n", "1807106 | \n", "314.137632 | \n", "
217 | \n", "STP | \n", "Sao Tome and Principe | \n", "48790000 | \n", "188098 | \n", "259.386065 | \n", "
232 | \n", "TLS | \n", "Timor-Leste | \n", "283070000 | \n", "1148958 | \n", "246.371060 | \n", "
2 | \n", "AFG | \n", "Afghanistan | \n", "6725030000 | \n", "29824536 | \n", "225.486492 | \n", "
115 | \n", "JOR | \n", "Jordan | \n", "1416970000 | \n", "6318000 | \n", "224.275087 | \n", "
31 | \n", "BTN | \n", "Bhutan | \n", "161280000 | \n", "741822 | \n", "217.410646 | \n", "
151 | \n", "MDV | \n", "Maldives | \n", "58010000 | \n", "338442 | \n", "171.403076 | \n", "
60 | \n", "DJI | \n", "Djibouti | \n", "146590000 | \n", "859652 | \n", "170.522490 | \n", "
161 | \n", "MNE | \n", "Montenegro | \n", "103220000 | \n", "621081 | \n", "166.194104 | \n", "
128 | \n", "LBN | \n", "Lebanon | \n", "710240000 | \n", "4424888 | \n", "160.510277 | \n", "
162 | \n", "MNG | \n", "Mongolia | \n", "448780000 | \n", "2796484 | \n", "160.480089 | \n", "
212 | \n", "SRB | \n", "Serbia | \n", "1089870000 | \n", "7199077 | \n", "151.390241 | \n", "
23 | \n", "BIH | \n", "Bosnia and Herzegovina | \n", "571130000 | \n", "3833916 | \n", "148.967792 | \n", "
131 | \n", "LCA | \n", "St. Lucia | \n", "26840000 | \n", "180870 | \n", "148.393874 | \n", "
85 | \n", "GEO | \n", "Georgia | \n", "662210000 | \n", "4490700 | \n", "147.462534 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
114 | \n", "JAM | \n", "Jamaica | \n", "21050000 | \n", "2707805 | \n", "7.773824 | \n", "
117 | \n", "KAZ | \n", "Kazakhstan | \n", "129640000 | \n", "16791425 | \n", "7.720607 | \n", "
231 | \n", "TKM | \n", "Turkmenistan | \n", "38030000 | \n", "5172931 | \n", "7.351732 | \n", "
41 | \n", "CHL | \n", "Chile | \n", "125510000 | \n", "17464814 | \n", "7.186449 | \n", "
51 | \n", "CRI | \n", "Costa Rica | \n", "32700000 | \n", "4805295 | \n", "6.804993 | \n", "
241 | \n", "UMC | \n", "Upper middle income | \n", "15594650000 | \n", "2390210774 | \n", "6.524383 | \n", "
28 | \n", "BRA | \n", "Brazil | \n", "1288220000 | \n", "198656019 | \n", "6.484676 | \n", "
242 | \n", "URY | \n", "Uruguay | \n", "19320000 | \n", "3395253 | \n", "5.690298 | \n", "
65 | \n", "EAP | \n", "East Asia & Pacific (developing only) | \n", "8796050000 | \n", "1991555125 | \n", "4.416674 | \n", "
8 | \n", "ARG | \n", "Argentina | \n", "178920000 | \n", "41086927 | \n", "4.354670 | \n", "
192 | \n", "PRK | \n", "Korea, Dem. Rep. | \n", "98140000 | \n", "24763188 | \n", "3.963141 | \n", "
66 | \n", "EAS | \n", "East Asia & Pacific (all income levels) | \n", "8796050000 | \n", "2233723905 | \n", "3.937841 | \n", "
64 | \n", "DZA | \n", "Algeria | \n", "144500000 | \n", "38481705 | \n", "3.755031 | \n", "
153 | \n", "MEX | \n", "Mexico | \n", "417810000 | \n", "120847477 | \n", "3.457333 | \n", "
181 | \n", "OED | \n", "OECD members | \n", "3576450000 | \n", "1254326493 | \n", "2.851291 | \n", "
109 | \n", "IRN | \n", "Iran, Islamic Rep. | \n", "148890000 | \n", "76424443 | \n", "1.948199 | \n", "
246 | \n", "VEN | \n", "Venezuela, RB | \n", "48130000 | \n", "29954782 | \n", "1.606755 | \n", "
106 | \n", "IND | \n", "India | \n", "1667630000 | \n", "1236686732 | \n", "1.348466 | \n", "
168 | \n", "MYS | \n", "Malaysia | \n", "15370000 | \n", "29239927 | \n", "0.525651 | \n", "
104 | \n", "IDN | \n", "Indonesia | \n", "67810000 | \n", "246864191 | \n", "0.274685 | \n", "
176 | \n", "NOC | \n", "High income: nonOECD | \n", "57780000 | \n", "249927994 | \n", "0.231187 | \n", "
97 | \n", "HIC | \n", "High income | \n", "188330000 | \n", "1299489520 | \n", "0.144926 | \n", "
180 | \n", "OEC | \n", "High income: OECD | \n", "125510000 | \n", "1049561526 | \n", "0.119583 | \n", "
187 | \n", "PHL | \n", "Philippines | \n", "5140000 | \n", "96706764 | \n", "0.053150 | \n", "
169 | \n", "NAC | \n", "North America | \n", "0 | \n", "348692795 | \n", "0.000000 | \n", "
76 | \n", "EUU | \n", "European Union | \n", "0 | \n", "505640311 | \n", "0.000000 | \n", "
37 | \n", "CEB | \n", "Central Europe and the Baltics | \n", "0 | \n", "104429039 | \n", "0.000000 | \n", "
71 | \n", "EMU | \n", "Euro area | \n", "0 | \n", "333228712 | \n", "0.000000 | \n", "
42 | \n", "CHN | \n", "China | \n", "-194130000 | \n", "1350695000 | \n", "-0.143726 | \n", "
229 | \n", "THA | \n", "Thailand | \n", "-134790000 | \n", "66785001 | \n", "-2.018268 | \n", "
173 rows × 5 columns
\n", "