International Financial Aid (per-capita) [World Bank 1960-2013]

Datasets:

#!pip install conda
#!conda install --yes pandas matplotlib

Requirement already satisfied (use --upgrade to upgrade): conda in /usr/local/lib/python2.7/site-packages
Requirement already satisfied (use --upgrade to upgrade): pycosat in /usr/local/lib/python2.7/site-packages (from conda)
Requirement already satisfied (use --upgrade to upgrade): pyyaml in /usr/local/lib/python2.7/site-packages (from conda)
Requirement already satisfied (use --upgrade to upgrade): requests in /usr/local/lib/python2.7/site-packages (from conda)
Cleaning up...
Fetching package metadata: ..
Solving package specifications: .
# All requested packages already installed.
# packages in environment at /usr/local/Cellar/python/2.7.5/Frameworks/Python.framework/Versions/2.7:
#
matplotlib                1.4.0                np18py27_0
pandas                    0.14.1               np18py27_0
Requirement already satisfied (use --upgrade to upgrade): quandl in /usr/local/lib/python2.7/site-packages
Cleaning up...

import pandas as pd
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
import json
    
print(pd.__version__, np.__version__)

('0.14.1', '1.8.2')

datadir = "aid_data"

import os
os.path.exists(datadir) or os.makedirs(datadir)

# http://data.worldbank.org/indicator/DT.ODA.ALLD.CD/countries/1W
wb_net_aid_received_zip = os.path.join(datadir, "wb_net_aid_received.zip")
!wget --continue --no-clobber "http://api.worldbank.org/v2/en/indicator/dt.oda.alld.cd?downloadformat=csv" -O $wb_net_aid_received_zip
#!ls -al $datadir
wb_net_aid_received_csv_name = "dt.oda.alld.cd_Indicator_en_csv_v2.csv"
#!ls unzip -l $wb_net_aid_received_csv_name
!unzip -u $wb_net_aid_received_zip "$wb_net_aid_received_csv_name" -d $datadir
#!ls -al $datadir
wb_net_aid_received_csv = os.path.join(datadir, wb_net_aid_received_csv_name)

# http://data.worldbank.org/indicator/SP.POP.TOTL
wb_pop_total_zip = os.path.join(datadir, "wb_pop_total.zip")
!wget --continue --no-clobber "http://api.worldbank.org/v2/en/indicator/sp.pop.totl?downloadformat=csv" -O $wb_pop_total_zip
#!ls -al $datadir
#!unzip -l $wb_pop_total_zip
wb_pop_total_csv_name = "sp.pop.totl_Indicator_en_csv_v2.csv"
!unzip -u $wb_pop_total_zip $wb_pop_total_csv_name -d $datadir
#!ls -al $datadir
wb_pop_total_csv = os.path.join(datadir, wb_pop_total_csv_name)

# http://www.oecd.org/dac/stats/aidtopoorcountriesslipsfurtherasgovernmentstightenbudgets.htm
oecd_aid_statistics_xls = os.path.join(datadir, "oecd_aid_statistics.xls")
!wget --continue --no-clobber "http://www.oecd.org/development/stats/ODA%202012%20Tables%20and%20Charts.xls" -O $oecd_aid_statistics_xls

!ls -al $datadir

File `aid_data/wb_net_aid_received.zip' already there; not retrieving.
caution:  not extracting; -d ignored
Archive:  aid_data/wb_net_aid_received.zip
 Length   Method    Size  Ratio   Date   Time   CRC-32    Name
--------  ------  ------- -----   ----   ----   ------    ----
  152008  Defl:N    40747  73%  08-27-14 01:40  3a7d8b92  dt.oda.alld.cd_Indicator_en_csv_v2.csv
--------          -------  ---                            -------
  152008            40747  73%                            1 file
File `aid_data/wb_pop_total.zip' already there; not retrieving.
caution:  not extracting; -d ignored
Archive:  aid_data/wb_pop_total.zip
 Length   Method    Size  Ratio   Date   Time   CRC-32    Name
--------  ------  ------- -----   ----   ----   ------    ----
  152431  Defl:N    71147  53%  08-27-14 03:02  77d3fb2a  sp.pop.totl_Indicator_en_csv_v2.csv
--------          -------  ---                            -------
  152431            71147  53%                            1 file
File `aid_data/oecd_aid_statistics.xls' already there; not retrieving.
total 1248
drwxr-xr-x   10 W  admin     340 Sep  5 10:42 .
drwx------+ 203 W  admin    6902 Sep  5 11:34 ..
-rw-r--r--    1 W  admin   44676 Aug 27 01:40 Metadata_Country_dt.oda.alld.cd_Indicator_en_csv_v2.csv
-rw-r--r--    1 W  admin    1567 Aug 27 01:40 Metadata_Indicator_dt.oda.alld.cd_Indicator_en_csv_v2.csv
-rw-r--r--    1 W  admin     182 Aug 27 03:02 [Content_Types].xml
-rw-r--r--    1 W  admin  152008 Aug 27 01:40 dt.oda.alld.cd_Indicator_en_csv_v2.csv
-rw-r--r--    1 W  admin  135168 Jul  4 18:59 oecd_aid_statistics.xls
-rw-r--r--    1 W  admin  152431 Aug 27 03:02 sp.pop.totl_Indicator_en_csv_v2.csv
-rw-r--r--    1 W  admin   53023 Sep  5 10:33 wb_net_aid_received.zip
-rw-r--r--    1 W  admin   83148 Sep  5 10:33 wb_pop_total.zip

df_net_aid = pd.read_csv(wb_net_aid_received_csv, header=2)
df_net_aid

df_pop_total = pd.read_csv(wb_pop_total_csv, header=2)
df_pop_total

df_net_aid[['Country Name', 'Country Code', '2012']]

df_pop_total[['Country Name', 'Country Code', '2012']]

df_aid_pop = pd.merge(df_net_aid, df_pop_total,
                      on='Country Code',
                      how='outer',
                      suffixes=('_aid', '_pop'))
df_aid_pop.head()

for year in xrange(1960, 2012 + 1):
    aidcolumn = '%d_aid' % year
    popcolumn = '%d_pop' % year
    aidpercapitacolumn = '%d_aid_per_capita' % year
    df_aid_pop[aidpercapitacolumn] = df_aid_pop[aidcolumn] / df_aid_pop[popcolumn]
    
path = 'wb_aid_per_capita_1960-2013.csv'
df_aid_pop.to_csv(path)

df_aid_pop

df_per_capita_2012 = df_aid_pop[['Country Code', 'Country Name_aid',
                            '2012_aid', '2012_pop', '2012_aid_per_capita']]
df_per_capita_2012

df_per_capita_2012.sort(columns=['2012_aid_per_capita'])

df_per_capita_2012.sort(columns=['2012_aid_per_capita'], ascending=False)

df_per_capita_2012[
    df_per_capita_2012['2012_aid_per_capita']
    .isnull()
]

(df_per_capita_2012[
    df_per_capita_2012['2012_aid_per_capita']
    .notnull()
].sort('2012_aid_per_capita', ascending=False))

!pwd
path = None  # "wb_aid_per_capita_2012.csv"
print(df_per_capita_2012.to_csv(path))

/Users/W/Downloads
,Country Code,Country Name_aid,2012_aid,2012_pop,2012_aid_per_capita
0,ABW,Aruba,,102384.0,
1,AND,Andorra,,78360.0,
2,AFG,Afghanistan,6725030000.0,29824536.0,225.4864920614356
3,AGO,Angola,242350000.0,20820525.0,11.639956245099487
4,ALB,Albania,341620000.0,2801681.0,121.93393894593996
5,ANR,Andean Region,,,
6,ARB,Arab World,14951310000.0,362466629.0,41.24879038174849
7,ARE,United Arab Emirates,,9205651.0,
8,ARG,Argentina,178920000.0,41086927.0,4.354669795577557
9,ARM,Armenia,272770000.0,2969081.0,91.87017801131057
10,ASM,American Samoa,,55128.0,
11,ATG,Antigua and Barbuda,2350000.0,89069.0,26.384039340286744
12,AUS,Australia,,22723900.0,
13,AUT,Austria,,8429991.0,
14,AZE,Azerbaijan,337610000.0,9295784.0,36.31861497642372
15,BDI,Burundi,522740000.0,9849569.0,53.07237301449434
16,BEL,Belgium,,11128246.0,
17,BEN,Benin,511330000.0,10050702.0,50.87505330473434
18,BFA,Burkina Faso,1158540000.0,16460141.0,70.38457325487066
19,BGD,Bangladesh,2152090000.0,154695368.0,13.911793402889737
20,BGR,Bulgaria,,7305888.0,
21,BHR,Bahrain,,1317827.0,
22,BHS,"Bahamas, The",,371960.0,
23,BIH,Bosnia and Herzegovina,571130000.0,3833916.0,148.96779167827358
24,BLR,Belarus,103220000.0,9464000.0,10.906593406593407
25,BLZ,Belize,25180000.0,324060.0,77.70166018638524
26,BMU,Bermuda,,64798.0,
27,BOL,Bolivia,658630000.0,10496285.0,62.74886781370742
28,BRA,Brazil,1288220000.0,198656019.0,6.484676409427091
29,BRB,Barbados,,283221.0,
30,BRN,Brunei Darussalam,,412238.0,
31,BTN,Bhutan,161280000.0,741822.0,217.41064568050018
32,BWA,Botswana,73860000.0,2003910.0,36.85794272197853
33,CAA,Sub-Saharan Africa (IFC classification),,,
34,CAF,Central African Republic,227250000.0,4525209.0,50.218674982746656
35,CAN,Canada,,34754312.0,
36,CEA,East Asia and the Pacific (IFC classification),,,
37,CEB,Central Europe and the Baltics,0.0,104429039.0,0.0
38,CEU,Europe and Central Asia (IFC classification),,,
39,CHE,Switzerland,,7996861.0,
40,CHI,Channel Islands,,161235.0,
41,CHL,Chile,125510000.0,17464814.0,7.186449280249993
42,CHN,China,-194130000.0,1350695000.0,-0.14372600772195054
43,CIV,Cote d'Ivoire,2635630000.0,19839750.0,132.84592799808465
44,CLA,Latin America and the Caribbean (IFC classification),,,
45,CME,Middle East and North Africa (IFC classification),,,
46,CMR,Cameroon,596240000.0,21699631.0,27.476964930878317
47,COG,"Congo, Rep.",138600000.0,4337051.0,31.95719856649138
48,COL,Colombia,764470000.0,47704427.0,16.025137457368473
49,COM,Comoros,68670000.0,717503.0,95.70691690487705
50,CPV,Cabo Verde,246140000.0,494401.0,497.8549800667879
51,CRI,Costa Rica,32700000.0,4805295.0,6.804993241830106
52,CSA,South Asia (IFC classification),,,
53,CSS,Caribbean small states,293250000.0,6964458.0,42.106650653934594
54,CUB,Cuba,87850000.0,11270957.0,7.794369191542475
55,CUW,Curacao,,152056.0,
56,CYM,Cayman Islands,,57570.0,
57,CYP,Cyprus,,1128994.0,
58,CZE,Czech Republic,,10510785.0,
59,DEU,Germany,,80425823.0,
60,DJI,Djibouti,146590000.0,859652.0,170.52249049615426
61,DMA,Dominica,25660000.0,71684.0,357.95993527146925
62,DNK,Denmark,,5591572.0,
63,DOM,Dominican Republic,261300000.0,10276621.0,25.426645587104943
64,DZA,Algeria,144500000.0,38481705.0,3.755031124530475
65,EAP,East Asia & Pacific (developing only),8796050000.0,1991555125.0,4.416674130473792
66,EAS,East Asia & Pacific (all income levels),8796050000.0,2233723905.0,3.9378411899119645
67,ECA,Europe & Central Asia (developing only),9969870000.0,270395971.0,36.87137039479039
68,ECS,Europe & Central Asia (all income levels),9969870000.0,895364677.0,11.134982489375108
69,ECU,Ecuador,149430000.0,15492264.0,9.645459178852104
70,EGY,"Egypt, Arab Rep.",1806630000.0,80721874.0,22.380922425066593
71,EMU,Euro area,0.0,333228712.0,0.0
72,ERI,Eritrea,133780000.0,6130922.0,21.82053531263324
73,ESP,Spain,,46761264.0,
74,EST,Estonia,,1325016.0,
75,ETH,Ethiopia,3261320000.0,91728849.0,35.55391826621525
76,EUU,European Union,0.0,505640311.0,0.0
77,FCS,Fragile and conflict affected situations,30482720000.0,436224882.0,69.8784531965327
78,FIN,Finland,,5413971.0,
79,FJI,Fiji,107340000.0,874742.0,122.71046777221169
80,FRA,France,,65676758.0,
81,FRO,Faeroe Islands,,49506.0,
82,FSM,"Micronesia, Fed. Sts.",115040000.0,103395.0,1112.62633589632
83,GAB,Gabon,73200000.0,1632572.0,44.83722616827926
84,GBR,United Kingdom,,63695687.0,
85,GEO,Georgia,662210000.0,4490700.0,147.46253368071794
86,GHA,Ghana,1807910000.0,25366462.0,71.27166571357094
87,GIN,Guinea,339650000.0,11451273.0,29.660457837307696
88,GMB,"Gambia, The",138800000.0,1791225.0,77.4888693491884
89,GNB,Guinea-Bissau,78870000.0,1663558.0,47.41042993391273
90,GNQ,Equatorial Guinea,14200000.0,736296.0,19.285722046568228
91,GRC,Greece,,11092771.0,
92,GRD,Grenada,7650000.0,105483.0,72.5235345979921
93,GRL,Greenland,,56810.0,
94,GTM,Guatemala,299430000.0,15082831.0,19.852373868009263
95,GUM,Guam,,162810.0,
96,GUY,Guyana,114450000.0,795369.0,143.89547493050395
97,HIC,High income,188330000.0,1299489520.0,0.14492613991992795
98,HKG,"Hong Kong SAR, China",,7154600.0,
99,HND,Honduras,571530000.0,7935846.0,72.01878665488216
100,HPC,Heavily indebted poor countries (HIPC),41486050000.0,655971763.0,63.24365215092345
101,HRV,Croatia,,4267558.0,
102,HTI,Haiti,1275190000.0,10173775.0,125.34088870650275
103,HUN,Hungary,,9920362.0,
104,IDN,Indonesia,67810000.0,246864191.0,0.27468544435430087
105,IMN,Isle of Man,,85284.0,
106,IND,India,1667630000.0,1236686732.0,1.3484659913049022
107,INX,Not classified,,,
108,IRL,Ireland,,4586897.0,
109,IRN,"Iran, Islamic Rep.",148890000.0,76424443.0,1.9481986934468074
110,IRQ,Iraq,1300790000.0,32578209.0,39.92822318746865
111,ISL,Iceland,,320716.0,
112,ISR,Israel,,7910500.0,
113,ITA,Italy,,59539717.0,
114,JAM,Jamaica,21050000.0,2707805.0,7.77382418601044
115,JOR,Jordan,1416970000.0,6318000.0,224.27508705286482
116,JPN,Japan,,127561489.0,
117,KAZ,Kazakhstan,129640000.0,16791425.0,7.720607393357026
118,KEN,Kenya,2654080000.0,43178141.0,61.46813963111566
119,KGZ,Kyrgyz Republic,472910000.0,5607200.0,84.33977742901983
120,KHM,Cambodia,807410000.0,14864646.0,54.31747247798568
121,KIR,Kiribati,64660000.0,100786.0,641.5573591570258
122,KNA,St. Kitts and Nevis,21910000.0,53584.0,408.8907136458644
123,KOR,"Korea, Rep.",,50004441.0,
124,KSV,Kosovo,567680000.0,1807106.0,314.137632214159
125,KWT,Kuwait,,3250496.0,
126,LAC,Latin America & Caribbean (developing only),10091280000.0,581379260.0,17.357481930125957
127,LAO,Lao PDR,408920000.0,6645827.0,61.530340768726
128,LBN,Lebanon,710240000.0,4424888.0,160.51027732227348
129,LBR,Liberia,570970000.0,4190435.0,136.2555438755165
130,LBY,Libya,87090000.0,6154623.0,14.150338696618785
131,LCA,St. Lucia,26840000.0,180870.0,148.39387405318737
132,LCN,Latin America & Caribbean (all income levels),10265410000.0,608545904.0,16.8687521064968
133,LCR,Latin America and the Caribbean,,,
134,LDC,Least developed countries: UN classification,42985980000.0,877943413.0,48.96213054678958
135,LIC,Low income,39333080000.0,830035274.0,47.38723911147901
136,LIE,Liechtenstein,,36656.0,
137,LKA,Sri Lanka,487500000.0,20328000.0,23.981700118063756
138,LMC,Lower middle income,38963950000.0,2523370023.0,15.441235191371694
139,LMY,Low & middle income,132851000000.0,5743616071.0,23.130202011721476
140,LSO,Lesotho,282680000.0,2051545.0,137.78883719343227
141,LTU,Lithuania,,2987773.0,
142,LUX,Luxembourg,,530946.0,
143,LVA,Latvia,,2034319.0,
144,MAC,"Macao SAR, China",,556783.0,
145,MAF,St. Martin (French part),,30959.0,
146,MAR,Morocco,1480360000.0,32521143.0,45.51992529905852
147,MCA,Mexico and Central America,,,
148,MCO,Monaco,,37579.0,
149,MDA,Moldova,473080000.0,3559519.0,132.9055976383326
150,MDG,Madagascar,378690000.0,22293914.0,16.98625014880743
151,MDV,Maldives,58010000.0,338442.0,171.40307645032237
152,MEA,Middle East & North Africa (all income levels),13893580000.0,395316900.0,35.14542383591493
153,MEX,Mexico,417810000.0,120847477.0,3.4573332466014164
154,MHL,Marshall Islands,76010000.0,52555.0,1446.2943582913138
155,MIC,Middle income,55583690000.0,4913580797.0,11.31225725115516
156,MKD,"Macedonia, FYR",148940000.0,2105575.0,70.73602222670768
157,MLI,Mali,1001300000.0,14853572.0,67.41139437705624
158,MLT,Malta,,419455.0,
159,MMR,Myanmar,504050000.0,52797319.0,9.546886272766994
160,MNA,Middle East & North Africa (developing only),13893580000.0,339560601.0,40.91634883164787
161,MNE,Montenegro,103220000.0,621081.0,166.19410350662795
162,MNG,Mongolia,448780000.0,2796484.0,160.4800885683594
163,MNP,Northern Mariana Islands,,53305.0,
164,MOZ,Mozambique,2096920000.0,25203395.0,83.19990223539328
165,MRT,Mauritania,408310000.0,3796141.0,107.55922922778684
166,MUS,Mauritius,177890000.0,1291167.0,137.77458686599022
167,MWI,Malawi,1174600000.0,15906483.0,73.84410494764933
168,MYS,Malaysia,15370000.0,29239927.0,0.525651107131697
169,NAC,North America,0.0,348692795.0,0.0
170,NAM,Namibia,264860000.0,2259393.0,117.22617534886582
171,NCL,New Caledonia,,258000.0,
172,NER,Niger,901870000.0,17157042.0,52.56558793759437
173,NGA,Nigeria,1915820000.0,168833776.0,11.347373999382683
174,NIC,Nicaragua,532380000.0,5991733.0,88.85242383130223
175,NLD,Netherlands,,16754962.0,
176,NOC,High income: nonOECD,57780000.0,249927994.0,0.23118658728561636
177,NOR,Norway,,5018573.0,
178,NPL,Nepal,769720000.0,27474377.0,28.015921889693804
179,NZL,New Zealand,,4433000.0,
180,OEC,High income: OECD,125510000.0,1049561526.0,0.11958327062381287
181,OED,OECD members,3576450000.0,1254326493.0,2.851291127118049
182,OMN,Oman,,3314001.0,
183,OSS,Other small states,2343610000.0,19858911.0,118.01301692726253
184,PAK,Pakistan,2019060000.0,179160111.0,11.269584444497246
185,PAN,Panama,50770000.0,3802281.0,13.352511295193596
186,PER,Peru,393820000.0,29987800.0,13.132673954074656
187,PHL,Philippines,5140000.0,96706764.0,0.0531503670208632
188,PLW,Palau,15000000.0,20754.0,722.7522405319456
189,PNG,Papua New Guinea,664840000.0,7167010.0,92.7639280536793
190,POL,Poland,,38535873.0,
191,PRI,Puerto Rico,,3651545.0,
192,PRK,"Korea, Dem. Rep.",98140000.0,24763188.0,3.963140771697085
193,PRT,Portugal,,10514844.0,
194,PRY,Paraguay,104410000.0,6687361.0,15.61303479803169
195,PSS,Pacific island small states,1007870000.0,2252782.0,447.38905051620617
196,PYF,French Polynesia,,273814.0,
197,QAT,Qatar,,2050514.0,
198,ROU,Romania,,20076727.0,
199,RUS,Russian Federation,,143178000.0,
200,RWA,Rwanda,878990000.0,11457801.0,76.71541860432032
201,SAS,South Asia,14170540000.0,1649249388.0,8.59211475420599
202,SAU,Saudi Arabia,,28287855.0,
203,SCE,Southern Cone Extended,,,
204,SDN,Sudan,983220000.0,37195349.0,26.433950115644834
205,SEN,Senegal,1080180000.0,13726021.0,78.69578518057054
206,SGP,Singapore,,5312400.0,
207,SLB,Solomon Islands,304980000.0,549598.0,554.9146830956445
208,SLE,Sierra Leone,442820000.0,5978727.0,74.06593410269444
209,SLV,El Salvador,230400000.0,6297394.0,36.58656263209829
210,SMR,San Marino,,31247.0,
211,SOM,Somalia,998620000.0,10195134.0,97.9506497903804
212,SRB,Serbia,1089870000.0,7199077.0,151.39024072113688
213,SSA,Sub-Saharan Africa (developing only),46273770000.0,911475726.0,50.767967462032004
214,SSD,South Sudan,1578000000.0,10837527.0,145.6051735788063
215,SSF,Sub-Saharan Africa (all income levels),46287970000.0,912212022.0,50.74255642730392
216,SST,Small states,3644730000.0,29076151.0,125.35118558161292
217,STP,Sao Tome and Principe,48790000.0,188098.0,259.3860647109486
218,SUR,Suriname,39600000.0,534541.0,74.0822500051446
219,SVK,Slovak Republic,,5407579.0,
220,SVN,Slovenia,,2057159.0,
221,SWE,Sweden,,9519374.0,
222,SWZ,Swaziland,88150000.0,1230985.0,71.60932099091379
223,SXM,Sint Maarten (Dutch part),,39088.0,
224,SYC,Seychelles,35330000.0,88303.0,400.09965686330025
225,SYR,Syrian Arab Republic,1671520000.0,22399254.0,74.62391381427257
226,TCA,Turks and Caicos Islands,,32427.0,
227,TCD,Chad,478590000.0,12448175.0,38.446599601949686
228,TGO,Togo,241460000.0,6642928.0,36.348429487719876
229,THA,Thailand,-134790000.0,66785001.0,-2.0182675448339067
230,TJK,Tajikistan,393910000.0,8008990.0,49.18348006427777
231,TKM,Turkmenistan,38030000.0,5172931.0,7.351731542523958
232,TLS,Timor-Leste,283070000.0,1148958.0,246.37105969060661
233,TON,Tonga,78260000.0,104941.0,745.7523751441286
234,TTO,Trinidad and Tobago,,1337439.0,
235,TUN,Tunisia,1017020000.0,10777500.0,94.36511250289956
236,TUR,Turkey,3033130000.0,73997128.0,40.98983409193935
237,TUV,Tuvalu,24490000.0,9860.0,2483.7728194726164
238,TZA,Tanzania,2831890000.0,47783107.0,59.26550569430322
239,UGA,Uganda,1655190000.0,36345860.0,45.539987222753844
240,UKR,Ukraine,769230000.0,45593300.0,16.871557882408162
241,UMC,Upper middle income,15594650000.0,2390210774.0,6.5243827739519675
242,URY,Uruguay,19320000.0,3395253.0,5.690297600797349
243,USA,United States,,313873685.0,
244,UZB,Uzbekistan,255260000.0,29774500.0,8.573107860753328
245,VCT,St. Vincent and the Grenadines,8560000.0,109373.0,78.26428826127106
246,VEN,"Venezuela, RB",48130000.0,29954782.0,1.6067551418000638
247,VIR,Virgin Islands (U.S.),,105275.0,
248,VNM,Vietnam,4115780000.0,88772900.0,46.363022949571324
249,VUT,Vanuatu,101420000.0,247262.0,410.17220600011325
250,PSE,West Bank and Gaza,2001390000.0,4046901.0,494.54879177919105
251,WLD,World,133039400000.0,7043105591.0,18.88930930838291
252,WSM,Samoa,120670000.0,188889.0,638.840800681882
253,YEM,"Yemen, Rep.",709390000.0,23852409.0,29.74081150461574
254,ZAF,South Africa,1067150000.0,52274945.0,20.414177384596005
255,COD,"Congo, Dem. Rep.",2859380000.0,65705093.0,43.51839209785457
256,ZMB,Zambia,957720000.0,14075099.0,68.04357113225278
257,ZWE,Zimbabwe,1001220000.0,13724317.0,72.95226421832139

	Country Name	Country Code	Indicator Name	Indicator Code	1960	1961	1962	1963	1964	1965	...	2005	2006	2007	2008	2009	2010	2011	2012	2013	Unnamed: 58
0	Aruba	ABW	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	Andorra	AND	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	Afghanistan	AFG	Net official development assistance and offici...	DT.ODA.ALLD.CD	17180000	34670000	16930000	36670000	46170000	53930000	...	2.837620e+09	2.961670e+09	4.964720e+09	4.875070e+09	6.235260e+09	6.426380e+09	6.884700e+09	6.725030e+09	NaN	NaN
3	Angola	AGO	Net official development assistance and offici...	DT.ODA.ALLD.CD	-50000	23550000	NaN	30000	NaN	1110000	...	4.145700e+08	1.635200e+08	2.476700e+08	3.688200e+08	2.387100e+08	2.382300e+08	1.942500e+08	2.423500e+08	NaN	NaN
4	Albania	ALB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	3.191400e+08	3.217800e+08	3.071900e+08	3.632700e+08	3.569600e+08	3.407000e+08	3.507500e+08	3.416200e+08	NaN	NaN
5	Andean Region	ANR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	Arab World	ARB	Net official development assistance and offici...	DT.ODA.ALLD.CD	881990000	973930000	929090000	858610000	831420000	666060000	...	2.927589e+10	1.755314e+10	1.905781e+10	2.275868e+10	1.424822e+10	1.236550e+10	1.303252e+10	1.495131e+10	0	NaN
7	United Arab Emirates	ARE	Net official development assistance and offici...	DT.ODA.ALLD.CD	410000	540000	430000	390000	580000	20000	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	Argentina	ARG	Net official development assistance and offici...	DT.ODA.ALLD.CD	28580000	29180000	39800000	37800000	17220000	-62200000	...	9.618000e+07	1.150800e+08	1.013400e+08	1.305800e+08	1.267300e+08	1.211200e+08	8.696000e+07	1.789200e+08	NaN	NaN
9	Armenia	ARM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	1.703400e+08	2.155100e+08	3.500200e+08	3.026300e+08	5.259700e+08	3.428200e+08	4.001000e+08	2.727700e+08	NaN	NaN
10	American Samoa	ASM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
11	Antigua and Barbuda	ATG	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	7.790000e+06	3.280000e+06	7.380000e+06	8.750000e+06	5.640000e+06	1.907000e+07	1.533000e+07	2.350000e+06	NaN	NaN
12	Australia	AUS	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
13	Austria	AUT	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
14	Azerbaijan	AZE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	2.165100e+08	2.063900e+08	2.252100e+08	2.351000e+08	2.317700e+08	1.591100e+08	2.864100e+08	3.376100e+08	NaN	NaN
15	Burundi	BDI	Net official development assistance and offici...	DT.ODA.ALLD.CD	7530000	7190000	11070000	6160000	8090000	4860000	...	3.639600e+08	4.308900e+08	4.790000e+08	5.222400e+08	5.613700e+08	6.299400e+08	5.748500e+08	5.227400e+08	NaN	NaN
16	Belgium	BEL	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
17	Benin	BEN	Net official development assistance and offici...	DT.ODA.ALLD.CD	20000	1480000	3750000	4260000	18070000	17880000	...	3.469300e+08	3.993200e+08	4.743700e+08	6.414800e+08	6.820600e+08	6.891100e+08	6.902900e+08	5.113300e+08	NaN	NaN
18	Burkina Faso	BFA	Net official development assistance and offici...	DT.ODA.ALLD.CD	200000	1350000	4430000	4140000	15400000	17270000	...	6.933700e+08	9.014800e+08	9.504000e+08	1.001160e+09	1.082820e+09	1.062340e+09	9.951200e+08	1.158540e+09	NaN	NaN
19	Bangladesh	BGD	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	1.318850e+09	1.221180e+09	1.515240e+09	2.070630e+09	1.225820e+09	1.414950e+09	1.490020e+09	2.152090e+09	NaN	NaN
20	Bulgaria	BGR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
21	Bahrain	BHR	Net official development assistance and offici...	DT.ODA.ALLD.CD	40000	940000	1350000	640000	580000	880000	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
22	Bahamas, The	BHS	Net official development assistance and offici...	DT.ODA.ALLD.CD	-40000	NaN	NaN	20000	60000	70000	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
23	Bosnia and Herzegovina	BIH	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	5.485200e+08	5.349800e+08	5.994900e+08	4.669300e+08	4.143100e+08	5.103700e+08	6.254600e+08	5.711300e+08	NaN	NaN
24	Belarus	BLR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	5.781000e+07	7.652000e+07	8.376000e+07	1.101800e+08	9.757000e+07	1.379200e+08	1.258600e+08	1.032200e+08	NaN	NaN
25	Belize	BLZ	Net official development assistance and offici...	DT.ODA.ALLD.CD	1820000	2820000	5520000	4060000	1550000	2130000	...	1.217000e+07	8.630000e+06	2.177000e+07	2.386000e+07	2.756000e+07	2.476000e+07	2.256000e+07	2.518000e+07	NaN	NaN
26	Bermuda	BMU	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	10000	50000	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
27	Bolivia	BOL	Net official development assistance and offici...	DT.ODA.ALLD.CD	12080000	23630000	35910000	53500000	40920000	33960000	...	6.430600e+08	8.499700e+08	4.758100e+08	6.278700e+08	7.252500e+08	7.409800e+08	7.218400e+08	6.586300e+08	NaN	NaN
28	Brazil	BRA	Net official development assistance and offici...	DT.ODA.ALLD.CD	24110000	266570000	166560000	197240000	249000000	236070000	...	2.430700e+08	1.134300e+08	3.212000e+08	4.603600e+08	3.369300e+08	4.533100e+08	8.154900e+08	1.288220e+09	NaN	NaN
29	Barbados	BRB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	-1.810000e+06	-2.080000e+06	1.751000e+07	7.120000e+06	1.196000e+07	1.620000e+07	NaN	NaN	NaN	NaN
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
228	Togo	TGO	Net official development assistance and offici...	DT.ODA.ALLD.CD	110000	2930000	4530000	6650000	14940000	13360000	...	8.254000e+07	7.990000e+07	1.224200e+08	3.300700e+08	4.985200e+08	4.040400e+08	5.427300e+08	2.414600e+08	NaN	NaN
229	Thailand	THA	Net official development assistance and offici...	DT.ODA.ALLD.CD	43780000	29340000	37890000	36330000	31850000	49090000	...	-1.676600e+08	-2.170400e+08	-3.109900e+08	-6.185100e+08	-7.776000e+07	-1.140000e+07	-1.536700e+08	-1.347900e+08	NaN	NaN
230	Tajikistan	TJK	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	2.515000e+08	2.412400e+08	2.221100e+08	2.886800e+08	4.081200e+08	4.366500e+08	3.475100e+08	3.939100e+08	NaN	NaN
231	Turkmenistan	TKM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	3.037000e+07	4.071000e+07	2.848000e+07	1.813000e+07	3.984000e+07	4.465000e+07	3.868000e+07	3.803000e+07	NaN	NaN
232	Timor-Leste	TLS	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	1640000	NaN	NaN	NaN	NaN	...	1.847600e+08	2.090700e+08	2.782700e+08	2.775400e+08	2.164400e+08	2.915000e+08	2.792600e+08	2.830700e+08	NaN	NaN
233	Tonga	TON	Net official development assistance and offici...	DT.ODA.ALLD.CD	10000	20000	70000	50000	60000	500000	...	3.198000e+07	2.149000e+07	3.086000e+07	2.571000e+07	3.924000e+07	7.045000e+07	9.379000e+07	7.826000e+07	NaN	NaN
234	Trinidad and Tobago	TTO	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	80000	550000	11520000	12030000	16240000	...	-1.980000e+06	1.382000e+07	2.080000e+07	9.290000e+06	6.840000e+06	4.330000e+06	NaN	NaN	NaN	NaN
235	Tunisia	TUN	Net official development assistance and offici...	DT.ODA.ALLD.CD	51830000	93820000	70110000	83560000	71070000	90920000	...	3.624200e+08	4.313700e+08	3.211900e+08	3.749600e+08	5.027900e+08	5.503600e+08	9.210800e+08	1.017020e+09	NaN	NaN
236	Turkey	TUR	Net official development assistance and offici...	DT.ODA.ALLD.CD	137310000	188280000	229590000	222670000	162080000	189410000	...	3.960200e+08	5.657400e+08	7.921400e+08	1.116140e+09	1.361520e+09	1.047160e+09	3.188930e+09	3.033130e+09	NaN	NaN
237	Tuvalu	TUV	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	9.200000e+06	1.534000e+07	1.174000e+07	1.612000e+07	1.747000e+07	1.333000e+07	3.880000e+07	2.449000e+07	NaN	NaN
238	Tanzania	TZA	Net official development assistance and offici...	DT.ODA.ALLD.CD	10360000	39190000	47010000	31060000	45650000	38630000	...	1.499070e+09	1.883290e+09	2.821590e+09	2.331460e+09	2.933150e+09	2.958180e+09	2.445770e+09	2.831890e+09	NaN	NaN
239	Uganda	UGA	Net official development assistance and offici...	DT.ODA.ALLD.CD	20600000	21230000	28770000	19590000	22490000	20120000	...	1.192160e+09	1.586430e+09	1.737300e+09	1.641470e+09	1.784700e+09	1.723470e+09	1.577820e+09	1.655190e+09	NaN	NaN
240	Ukraine	UKR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	4.116900e+08	4.835000e+08	4.202800e+08	6.175800e+08	6.662000e+08	6.264000e+08	8.072300e+08	7.692300e+08	NaN	NaN
241	Upper middle income	UMC	Net official development assistance and offici...	DT.ODA.ALLD.CD	781640000	1416770000	1330280000	1224640000	952720000	1046010000	...	3.222894e+10	1.980692e+10	2.021529e+10	2.319344e+10	1.525723e+10	1.318240e+10	1.715709e+10	1.559465e+10	0	NaN
242	Uruguay	URY	Net official development assistance and offici...	DT.ODA.ALLD.CD	17330000	-570000	1950000	12270000	4420000	320000	...	1.444000e+07	2.107000e+07	3.701000e+07	3.329000e+07	5.003000e+07	4.671000e+07	1.940000e+07	1.932000e+07	NaN	NaN
243	United States	USA	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
244	Uzbekistan	UZB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	1.697900e+08	1.493000e+08	1.698500e+08	1.873200e+08	1.897500e+08	2.308500e+08	2.031900e+08	2.552600e+08	NaN	NaN
245	St. Vincent and the Grenadines	VCT	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	7.690000e+06	4.730000e+06	6.585000e+07	2.686000e+07	3.076000e+07	1.685000e+07	1.787000e+07	8.560000e+06	NaN	NaN
246	Venezuela, RB	VEN	Net official development assistance and offici...	DT.ODA.ALLD.CD	-7490000	-4880000	68890000	47720000	-51700000	3800000	...	5.030000e+07	6.293000e+07	7.776000e+07	5.922000e+07	6.634000e+07	5.274000e+07	4.487000e+07	4.813000e+07	NaN	NaN
247	Virgin Islands (U.S.)	VIR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
248	Vietnam	VNM	Net official development assistance and offici...	DT.ODA.ALLD.CD	191850000	167110000	176030000	226670000	244990000	314150000	...	1.913460e+09	1.844540e+09	2.510940e+09	2.551930e+09	3.731690e+09	2.940080e+09	3.595510e+09	4.115780e+09	NaN	NaN
249	Vanuatu	VUT	Net official development assistance and offici...	DT.ODA.ALLD.CD	150000	280000	410000	510000	650000	580000	...	3.948000e+07	4.879000e+07	5.669000e+07	9.227000e+07	1.031900e+08	1.083100e+08	9.215000e+07	1.014200e+08	NaN	NaN
250	West Bank and Gaza	PSE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	1.015710e+09	1.360250e+09	1.717110e+09	2.470080e+09	2.816640e+09	2.518700e+09	2.441970e+09	2.001390e+09	NaN	NaN
251	World	WLD	Net official development assistance and offici...	DT.ODA.ALLD.CD	4254390000	5219020000	5439680000	5962450000	5835340000	6242640000	...	1.084508e+11	1.070030e+11	1.080812e+11	1.274432e+11	1.265768e+11	1.310664e+11	1.410584e+11	1.330394e+11	0	NaN
252	Samoa	WSM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	30000	90000	170000	210000	230000	...	4.355000e+07	4.707000e+07	3.747000e+07	4.031000e+07	7.731000e+07	1.474800e+08	9.782000e+07	1.206700e+08	NaN	NaN
253	Yemen, Rep.	YEM	Net official development assistance and offici...	DT.ODA.ALLD.CD	14690000	14880000	18080000	21580000	23330000	31540000	...	2.965300e+08	2.874100e+08	2.425600e+08	4.296100e+08	5.578500e+08	6.642300e+08	4.761200e+08	7.093900e+08	NaN	NaN
254	South Africa	ZAF	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	6.902000e+08	7.149900e+08	8.074900e+08	1.125180e+09	1.074540e+09	1.030540e+09	1.403150e+09	1.067150e+09	NaN	NaN
255	Congo, Dem. Rep.	COD	Net official development assistance and offici...	DT.ODA.ALLD.CD	82090000	91160000	120970000	111500000	127020000	142070000	...	1.881700e+09	2.197280e+09	1.356710e+09	1.765970e+09	2.356850e+09	3.486160e+09	5.534410e+09	2.859380e+09	NaN	NaN
256	Zambia	ZMB	Net official development assistance and offici...	DT.ODA.ALLD.CD	920000	910000	5880000	5380000	20990000	10860000	...	1.172050e+09	1.467540e+09	1.007840e+09	1.116240e+09	1.267060e+09	9.143700e+08	1.035060e+09	9.577200e+08	NaN	NaN
257	Zimbabwe	ZWE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	10000	NaN	10860000	4570000	3720000	...	3.727200e+08	2.782400e+08	4.781100e+08	6.124200e+08	7.362200e+08	7.324700e+08	7.156800e+08	1.001220e+09	NaN	NaN

	Country Name	Country Code	Indicator Name	Indicator Code	1960	1961	1962	1963	1964	1965	...	2005	2006	2007	2008	2009	2010	2011	2012	2013	Unnamed: 58
0	Aruba	ABW	Population (Total)	SP.POP.TOTL	54208	55435	56226	56697	57029	57360	...	100031	100830	101219	101344	101418	101597	101932	102384	102911	NaN
1	Andorra	AND	Population (Total)	SP.POP.TOTL	13414	14376	15376	16410	17470	18551	...	81223	81877	81292	79969	78659	77907	77865	78360	79218	NaN
2	Afghanistan	AFG	Population (Total)	SP.POP.TOTL	8774440	8953544	9141783	9339507	9547131	9765015	...	24860855	25631282	26349243	27032197	27708187	28397812	29105480	29824536	30551674	NaN
3	Angola	AGO	Population (Total)	SP.POP.TOTL	4965988	5056688	5150076	5245015	5339893	5433841	...	16544376	17122409	17712824	18314441	18926650	19549124	20180490	20820525	21471618	NaN
4	Albania	ALB	Population (Total)	SP.POP.TOTL	1608800	1659800	1711319	1762621	1814135	1864791	...	2992724	2968028	2940880	2912559	2884303	2856673	2829337	2801681	2773620	NaN
5	Andean Region	ANR	Population (Total)	SP.POP.TOTL	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	Arab World	ARB	Population (Total)	SP.POP.TOTL	93485943	96058179	98728995	101496308	104359772	107318159	...	309824383	317125787	324693498	332424892	340149038	347737036	355137048	362466629	369761523	NaN
7	United Arab Emirates	ARE	Population (Total)	SP.POP.TOTL	89608	97727	108774	121574	134411	146341	...	4148883	4875639	5797347	6798635	7718319	8441537	8925096	9205651	9346129	NaN
8	Argentina	ARG	Population (Total)	SP.POP.TOTL	20623998	20959241	21295290	21630854	21963952	22293817	...	38647854	38988923	39331357	39676083	40023641	40374224	40728738	41086927	41446246	NaN
9	Armenia	ARM	Population (Total)	SP.POP.TOTL	1867396	1934239	2002170	2070427	2138133	2204650	...	3014917	3002911	2989882	2977488	2968154	2963496	2964120	2969081	2976566	NaN
10	American Samoa	ASM	Population (Total)	SP.POP.TOTL	20012	20478	21118	21883	22701	23518	...	59117	58652	57919	57053	56245	55636	55274	55128	55165	NaN
11	Antigua and Barbuda	ATG	Population (Total)	SP.POP.TOTL	54681	55403	56311	57368	58500	59653	...	82565	83467	84397	85349	86300	87233	88152	89069	89985	NaN
12	Australia	AUS	Population (Total)	SP.POP.TOTL	10276477	10483000	10742000	10950000	11167000	11388000	...	20394800	20697900	20827600	21249200	21691700	22031800	22340000	22723900	23130900	NaN
13	Austria	AUT	Population (Total)	SP.POP.TOTL	7047539	7086299	7129864	7175811	7223801	7270889	...	8227829	8268641	8300788	8336926	8365275	8389771	8406187	8429991	8473786	NaN
14	Azerbaijan	AZE	Population (Total)	SP.POP.TOTL	3897889	4030130	4167558	4307315	4445653	4579759	...	8391850	8484550	8581300	8763400	8947243	9054332	9173082	9295784	9416598	NaN
15	Burundi	BDI	Population (Total)	SP.POP.TOTL	2786740	2840375	2894510	2950903	3011957	3079034	...	7770392	8042579	8328312	8624280	8926687	9232753	9540362	9849569	10162532	NaN
16	Belgium	BEL	Population (Total)	SP.POP.TOTL	9153489	9183948	9220578	9289770	9378113	9463667	...	10478617	10547958	10625700	10709973	10796493	10920272	11047744	11128246	11195138	NaN
17	Benin	BEN	Population (Total)	SP.POP.TOTL	2431620	2466002	2503232	2543335	2586362	2632360	...	8182362	8443671	8707490	8973293	9240783	9509798	9779795	10050702	10323474	NaN
18	Burkina Faso	BFA	Population (Total)	SP.POP.TOTL	4829291	4894578	4960325	5027818	5098892	5174869	...	13421929	13822257	14235075	14659646	15094967	15540284	15995313	16460141	16934839	NaN
19	Bangladesh	BGD	Population (Total)	SP.POP.TOTL	49537147	50953503	52403243	53909233	55503132	57200412	...	143135180	144868702	146457067	147969967	149503100	151125475	152862431	154695368	156594962	NaN
20	Bulgaria	BGR	Population (Total)	SP.POP.TOTL	7867374	7943118	8012946	8078145	8144340	8204168	...	7739900	7699020	7545338	7492561	7444443	7395599	7348328	7305888	7265115	NaN
21	Bahrain	BHR	Population (Total)	SP.POP.TOTL	162501	167924	173107	178048	182774	187348	...	879534	950951	1032353	1116038	1191539	1251513	1292764	1317827	1332171	NaN
22	Bahamas, The	BHS	Population (Total)	SP.POP.TOTL	109526	115108	121083	127331	133697	140049	...	329088	335622	342049	348340	354492	360498	366331	371960	377374	NaN
23	Bosnia and Herzegovina	BIH	Population (Total)	SP.POP.TOTL	3305501	3358202	3409319	3458189	3503878	3545862	...	3879828	3875157	3868665	3861201	3853446	3845929	3839322	3833916	3829307	NaN
24	Belarus	BLR	Population (Total)	SP.POP.TOTL	8198000	8271216	8351928	8437232	8524224	8610000	...	9663000	9604000	9560000	9528000	9507000	9490000	9473000	9464000	9466000	NaN
25	Belize	BLZ	Population (Total)	SP.POP.TOTL	92068	94701	97389	100166	103070	106121	...	271920	278985	286196	293544	301016	308595	316280	324060	331900	NaN
26	Bermuda	BMU	Population (Total)	SP.POP.TOTL	44400	45500	46600	47700	48900	50100	...	64154	64523	64888	65273	65636	65124	64564	64798	65024	NaN
27	Bolivia	BOL	Population (Total)	SP.POP.TOTL	3353125	3428270	3505427	3584782	3666584	3751047	...	9354709	9517395	9676456	9834098	9993406	10156601	10324445	10496285	10671200	NaN
28	Brazil	BRA	Population (Total)	SP.POP.TOTL	72775883	74988037	77286629	79643017	82017016	84379369	...	186142403	188134315	189996976	191765567	193490922	195210154	196935134	198656019	200361925	NaN
29	Barbados	BRB	Population (Total)	SP.POP.TOTL	230858	231599	232514	233520	234478	235294	...	273568	274923	276277	277634	279006	280396	281804	283221	284644	NaN
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
228	Togo	TGO	Population (Total)	SP.POP.TOTL	1580513	1597528	1612758	1631763	1662072	1708632	...	5540214	5685845	5834806	5987491	6144457	6306014	6472304	6642928	6816982	NaN
229	Thailand	THA	Population (Total)	SP.POP.TOTL	27362310	28195264	29058659	29951191	30870998	31816307	...	65559487	65883961	66076927	66185340	66277335	66402316	66576332	66785001	67010502	NaN
230	Tajikistan	TJK	Population (Total)	SP.POP.TOTL	2064035	2140413	2223956	2312193	2401598	2489648	...	6805655	6954522	7111025	7275252	7447396	7627326	7814850	8008990	8207834	NaN
231	Turkmenistan	TKM	Population (Total)	SP.POP.TOTL	1593501	1649914	1708711	1769008	1829697	1890000	...	4747839	4801595	4858236	4917543	4978962	5041995	5106668	5172931	5240072	NaN
232	Timor-Leste	TLS	Population (Total)	SP.POP.TOTL	499681	508504	517704	527291	537285	547688	...	982889	999053	1015482	1032182	1049156	1066409	1120392	1148958	1178252	NaN
233	Tonga	TON	Population (Total)	SP.POP.TOTL	61600	63740	66255	69000	71757	74363	...	100960	101617	102289	102947	103557	104098	104554	104941	105323	NaN
234	Trinidad and Tobago	TTO	Population (Total)	SP.POP.TOTL	848481	865356	880019	892571	903272	912419	...	1296933	1303478	1310040	1316449	1322518	1328095	1333082	1337439	1341151	NaN
235	Tunisia	TUN	Population (Total)	SP.POP.TOTL	4220701	4277371	4350811	4436643	4530835	4630000	...	10029000	10127900	10225100	10328900	10439600	10549100	10673800	10777500	10886500	NaN
236	Turkey	TUR	Population (Total)	SP.POP.TOTL	27553280	28229291	28909985	29597047	30292969	31000167	...	67743052	68626337	69496513	70363511	71241080	72137546	73058638	73997128	74932641	NaN
237	Tuvalu	TUV	Population (Total)	SP.POP.TOTL	6104	6242	6391	6542	6687	6819	...	9694	9732	9764	9788	9808	9827	9844	9860	9876	NaN
238	Tanzania	TZA	Population (Total)	SP.POP.TOTL	10074490	10373284	10683653	11005491	11338544	11682873	...	38824384	39942347	41119693	42353790	43639752	44973330	46354607	47783107	49253126	NaN
239	Uganda	UGA	Population (Total)	SP.POP.TOTL	6788211	7006629	7240155	7487412	7746181	8014376	...	28724869	29711397	30728747	31778799	32864328	33987213	35148064	36345860	37578876	NaN
240	Ukraine	UKR	Population (Total)	SP.POP.TOTL	42662162	43203646	43749474	44285898	44794336	45261976	...	47105150	46787750	46509350	46258200	46053300	45870700	45706100	45593300	45489600	NaN
241	Upper middle income	UMC	Population (Total)	SP.POP.TOTL	1062752609	1066276123	1082173926	1109380940	1136183050	1163862954	...	2264763992	2283242974	2300791118	2318342943	2336270149	2354056585	2371969330	2390210774	2408656292	NaN
242	Uruguay	URY	Population (Total)	SP.POP.TOTL	2538779	2571834	2604042	2635294	2665561	2694714	...	3325155	3330217	3338384	3348898	3360431	3371982	3383486	3395253	3407062	NaN
243	United States	USA	Population (Total)	SP.POP.TOTL	180671000	183691000	186538000	189242000	191889000	194303000	...	295516599	298379912	301231207	304093966	306771529	309326295	311582564	313873685	316128839	NaN
244	Uzbekistan	UZB	Population (Total)	SP.POP.TOTL	8558503	8871244	9201176	9542785	9888629	10233502	...	26167000	26488250	26868000	27302800	27767400	28562400	29339400	29774500	30241100	NaN
245	St. Vincent and the Grenadines	VCT	Population (Total)	SP.POP.TOTL	80948	82144	83206	84167	85076	85972	...	108749	108908	109045	109158	109249	109316	109357	109373	109373	NaN
246	Venezuela, RB	VEN	Population (Total)	SP.POP.TOTL	7580281	7872644	8172322	8477485	8785731	9095742	...	26725897	27190882	27655937	28120312	28583040	29043283	29500625	29954782	30405207	NaN
247	Virgin Islands (U.S.)	VIR	Population (Total)	SP.POP.TOTL	32000	34100	36300	38700	41300	44000	...	107863	107700	107423	107091	106707	106267	105784	105275	104737	NaN
248	Vietnam	VNM	Population (Total)	SP.POP.TOTL	34743000	35428000	36123000	36836000	37574000	38341000	...	82393500	83313000	84221100	85122300	86025000	86932500	87840000	88772900	89708900	NaN
249	Vanuatu	VUT	Population (Total)	SP.POP.TOTL	63701	65708	67806	69962	72131	74287	...	209375	214654	220001	225398	230833	236299	241778	247262	252763	NaN
250	West Bank and Gaza	PSE	Population (Total)	SP.POP.TOTL	NaN	NaN	NaN	NaN	NaN	NaN	...	3320396	3406334	3494496	3596688	3702218	3811102	3927051	4046901	4169506	NaN
251	World	WLD	Population (Total)	SP.POP.TOTL	3036411561	3077508964	3130438533	3195291446	3260691352	3327432481	...	6490176815	6567959806	6645716553	6724646992	6803742004	6883512372	6964638027	7043105591	7124543962	NaN
252	Samoa	WSM	Population (Total)	SP.POP.TOTL	108645	112121	115786	119564	123354	127068	...	179928	181073	182240	183444	184704	186029	187429	188889	190372	NaN
253	Yemen, Rep.	YEM	Population (Total)	SP.POP.TOTL	5099785	5184477	5276093	5372934	5472775	5573959	...	20139661	20661714	21182162	21703571	22229625	22763008	23304206	23852409	24407381	NaN
254	South Africa	ZAF	Population (Total)	SP.POP.TOTL	17396000	17949962	18459442	18936138	19390554	19832000	...	47639556	48269753	48910248	49561256	50222996	50895698	51579599	52274945	52981991	NaN
255	Congo, Dem. Rep.	COD	Population (Total)	SP.POP.TOTL	15248246	15637715	16041247	16461914	16903899	17369859	...	54028003	55590838	57187942	58819038	60486276	62191161	63931512	65705093	67513677	NaN
256	Zambia	ZMB	Population (Total)	SP.POP.TOTL	3082627	3173662	3269151	3368961	3472843	3580708	...	11470022	11781612	12109620	12456527	12825031	13216985	13633796	14075099	14538640	NaN
257	Zimbabwe	ZWE	Population (Total)	SP.POP.TOTL	3752390	3876638	4006261	4140802	4279559	4422129	...	12710589	12724308	12740160	12784041	12888918	13076978	13358738	13724317	14149648	NaN

	Country Name_aid	Country Code	Indicator Name_aid	Indicator Code_aid	1960_aid	1961_aid	1962_aid	1963_aid	1964_aid	1965_aid	...	2005_pop	2006_pop	2007_pop	2008_pop	2009_pop	2010_pop	2011_pop	2012_pop	2013_pop	Unnamed: 58_pop
0	Aruba	ABW	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	100031	100830	101219	101344	101418	101597	101932	102384	102911	NaN
1	Andorra	AND	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	81223	81877	81292	79969	78659	77907	77865	78360	79218	NaN
2	Afghanistan	AFG	Net official development assistance and offici...	DT.ODA.ALLD.CD	17180000	34670000	16930000	36670000	46170000	53930000	...	24860855	25631282	26349243	27032197	27708187	28397812	29105480	29824536	30551674	NaN
3	Angola	AGO	Net official development assistance and offici...	DT.ODA.ALLD.CD	-50000	23550000	NaN	30000	NaN	1110000	...	16544376	17122409	17712824	18314441	18926650	19549124	20180490	20820525	21471618	NaN
4	Albania	ALB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	2992724	2968028	2940880	2912559	2884303	2856673	2829337	2801681	2773620	NaN

	Country Name_aid	Country Code	Indicator Name_aid	Indicator Code_aid	1960_aid	1961_aid	1962_aid	1963_aid	1964_aid	1965_aid	...	2000_aid_per_capita	2001_aid_per_capita	2002_aid_per_capita	2003_aid_per_capita	2004_aid_per_capita	2005_aid_per_capita	2006_aid_per_capita	2007_aid_per_capita	2008_aid_per_capita	2009_aid_per_capita
0	Aruba	ABW	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	126.571133	-18.300428	110.426865	785.651703	-114.642199	NaN	NaN	NaN	NaN	NaN
1	Andorra	AND	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	Afghanistan	AFG	Net official development assistance and offici...	DT.ODA.ALLD.CD	17180000	34670000	16930000	36670000	46170000	53930000	...	6.603915	19.222606	58.991192	68.941868	96.237171	114.140081	115.549039	188.419834	180.343092	225.033128
3	Angola	AGO	Net official development assistance and offici...	DT.ODA.ALLD.CD	-50000	23550000	NaN	30000	NaN	1110000	...	21.702802	19.654115	27.812309	32.016575	71.632998	25.058062	9.550058	13.982525	20.138207	12.612375
4	Albania	ALB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	102.896478	87.637165	100.746307	116.855586	99.499797	106.638634	108.415419	104.455129	124.725370	123.759536
5	Andean Region	ANR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	Arab World	ARB	Net official development assistance and offici...	DT.ODA.ALLD.CD	881990000	973930000	929090000	858610000	831420000	666060000	...	18.238197	19.283680	18.341212	30.669248	38.742913	94.491885	55.350718	58.694769	68.462623	41.888168
7	United Arab Emirates	ARE	Net official development assistance and offici...	DT.ODA.ALLD.CD	410000	540000	430000	390000	580000	20000	...	1.057379	0.756680	1.187977	1.472136	1.465018	NaN	NaN	NaN	NaN	NaN
8	Argentina	ARG	Net official development assistance and offici...	DT.ODA.ALLD.CD	28580000	29180000	39800000	37800000	17220000	-62200000	...	1.422375	3.905202	2.166498	2.808503	2.384310	2.488625	2.951608	2.576570	3.291151	3.166379
9	Armenia	ARM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	70.183070	69.161035	98.322876	83.595957	83.753849	56.499068	71.767029	117.068165	101.639368	177.204417
10	American Samoa	ASM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
11	Antigua and Barbuda	ATG	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	126.081805	108.139594	168.311883	76.139622	19.946646	94.349906	39.296968	87.443866	102.520240	65.353418
12	Australia	AUS	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
13	Austria	AUT	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
14	Azerbaijan	AZE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	17.284994	28.326265	42.745000	36.518867	21.159333	25.800032	24.325391	26.244275	26.827487	25.904069
15	Burundi	BDI	Net official development assistance and offici...	DT.ODA.ALLD.CD	7530000	7190000	11070000	6160000	8090000	4860000	...	13.952054	20.343961	24.438288	31.353158	48.469059	46.839336	53.576098	57.514656	60.554620	62.886713
16	Belgium	BEL	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
17	Benin	BEN	Net official development assistance and offici...	DT.ODA.ALLD.CD	20000	1480000	3750000	4260000	18070000	17880000	...	35.031973	38.730794	29.541141	39.111985	49.704675	42.399737	47.292226	54.478386	71.487691	73.809763
18	Burkina Faso	BFA	Net official development assistance and offici...	DT.ODA.ALLD.CD	200000	1350000	4430000	4140000	15400000	17270000	...	15.487669	33.981021	35.763316	42.732153	49.297781	51.659489	65.219450	66.764664	68.293600	71.733843
19	Bangladesh	BGD	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	8.859428	7.746930	6.614660	10.021770	10.010618	9.214017	8.429564	10.345967	13.993583	8.199295
20	Bulgaria	BGR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	37.592844	44.144333	41.586240	54.121163	81.833546	NaN	NaN	NaN	NaN	NaN
21	Bahrain	BHR	Net official development assistance and offici...	DT.ODA.ALLD.CD	40000	940000	1350000	640000	580000	880000	...	90.431717	101.338249	84.063554	170.673706	70.956301	NaN	NaN	NaN	NaN	NaN
22	Bahamas, The	BHS	Net official development assistance and offici...	DT.ODA.ALLD.CD	-40000	NaN	NaN	20000	60000	70000	...	18.370561	28.646392	17.214656	12.895090	14.733251	NaN	NaN	NaN	NaN	NaN
23	Bosnia and Herzegovina	BIH	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	192.451734	164.996586	142.596212	139.104400	176.554902	141.377401	138.053761	154.960432	120.928696	107.516753
24	Belarus	BLR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	3.447276	3.973610	3.981754	4.943350	5.096608	5.982614	7.967514	8.761506	11.563812	10.262964
25	Belize	BLZ	Net official development assistance and offici...	DT.ODA.ALLD.CD	1820000	2820000	5520000	4060000	1550000	2130000	...	61.445349	90.416724	88.892066	45.597764	28.599457	44.755811	30.933563	76.066751	81.282533	91.556595
26	Bermuda	BMU	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	10000	50000	...	0.970356	0.319980	0.317904	0.473747	1.411986	NaN	NaN	NaN	NaN	NaN
27	Bolivia	BOL	Net official development assistance and offici...	DT.ODA.ALLD.CD	12080000	23630000	35910000	53500000	40920000	33960000	...	56.703312	85.790095	77.948967	104.073657	85.489044	68.741850	89.307000	49.171928	63.846222	72.572855
28	Brazil	BRA	Net official development assistance and offici...	DT.ODA.ALLD.CD	24110000	266570000	166560000	197240000	249000000	236070000	...	1.325865	1.240505	1.157955	1.090931	0.838975	1.305828	0.602920	1.690553	2.400640	1.741322
29	Barbados	BRB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	0.898237	-4.286311	12.280910	73.400186	105.839349	-6.616271	-7.565755	63.378421	25.645274	42.866462
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
228	Togo	TGO	Net official development assistance and offici...	DT.ODA.ALLD.CD	110000	2930000	4530000	6650000	14940000	13360000	...	14.296718	9.230353	10.022105	9.486674	12.023303	14.898341	14.052441	20.980989	55.126596	81.133288
229	Thailand	THA	Net official development assistance and offici...	DT.ODA.ALLD.CD	43780000	29340000	37890000	36330000	31850000	49090000	...	11.174082	4.445285	4.597648	-14.625125	0.727176	-2.557372	-3.294277	-4.706484	-9.345121	-1.173252
230	Tajikistan	TJK	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	19.970411	26.282567	26.287773	22.682828	38.028616	36.954562	34.688222	31.234597	39.679725	54.800362
231	Turkmenistan	TKM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	7.841972	16.534256	9.506168	6.144529	11.552359	6.396594	8.478433	5.862210	3.686801	8.001668
232	Timor-Leste	TLS	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	1640000	NaN	NaN	NaN	NaN	...	270.939625	222.837358	243.560193	187.524977	166.744744	187.976465	209.268177	274.027506	268.886689	206.299159
233	Tonga	TON	Net official development assistance and offici...	DT.ODA.ALLD.CD	10000	20000	70000	50000	60000	500000	...	192.115310	205.778446	227.990674	279.363232	192.984380	316.759113	211.480363	301.694219	249.740158	378.921753
234	Trinidad and Tobago	TTO	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	80000	550000	11520000	12030000	16240000	...	-1.206644	-1.359692	-6.715070	-2.258799	-1.402689	-1.526679	10.602404	15.877378	7.056863	5.171952
235	Tunisia	TUN	Net official development assistance and offici...	DT.ODA.ALLD.CD	51830000	93820000	70110000	83560000	71070000	90920000	...	23.185026	37.767739	22.579458	30.464034	35.470782	36.137202	42.592245	31.411918	36.302026	48.161807
236	Turkey	TUR	Net official development assistance and offici...	DT.ODA.ALLD.CD	137310000	188280000	229590000	222670000	162080000	189410000	...	5.175032	2.053345	4.292374	2.496426	4.268342	5.845913	8.243774	11.398270	15.862483	19.111445
237	Tuvalu	TUV	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	427.858584	1004.117833	1228.751312	650.677789	829.359320	949.040644	1576.243321	1202.376075	1646.914589	1781.199021
238	Tanzania	TZA	Net official development assistance and offici...	DT.ODA.ALLD.CD	10360000	39190000	47010000	31060000	45650000	38630000	...	31.272898	36.515703	35.463955	46.935555	46.932437	38.611559	47.150209	68.618946	55.047258	67.212802
239	Uganda	UGA	Net official development assistance and offici...	DT.ODA.ALLD.CD	20600000	21230000	28770000	19590000	22490000	20120000	...	35.149638	32.772199	27.960439	37.172445	43.793734	41.502713	53.394662	56.536637	51.652990	54.305081
240	Ukraine	UKR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	10.954971	10.526486	9.865671	6.864667	7.923653	8.739809	10.333902	9.036463	13.350714	14.465847
241	Upper middle income	UMC	Net official development assistance and offici...	DT.ODA.ALLD.CD	781640000	1416770000	1330280000	1224640000	952720000	1046010000	...	4.758051	4.799290	5.248723	6.055169	7.777843	14.230595	8.674907	8.786234	10.004318	6.530593
242	Uruguay	URY	Net official development assistance and offici...	DT.ODA.ALLD.CD	17330000	-570000	1950000	12270000	4420000	320000	...	5.239637	4.566001	4.123216	7.090853	8.739939	4.342655	6.326915	11.086202	9.940583	14.887971
243	United States	USA	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
244	Uzbekistan	UZB	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	7.535375	6.163965	7.488569	7.609225	9.506908	6.488707	5.636461	6.321647	6.860835	6.833553
245	St. Vincent and the Grenadines	VCT	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	57.276847	75.192844	42.256126	59.804528	97.824285	70.713294	43.431153	603.879132	246.065336	281.558641
246	Venezuela, RB	VEN	Net official development assistance and offici...	DT.ODA.ALLD.CD	-7490000	-4880000	68890000	47720000	-51700000	3800000	...	3.116248	1.796510	2.231422	3.144137	1.710119	1.882070	2.314379	2.811693	2.105951	2.320957
247	Virgin Islands (U.S.)	VIR	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
248	Vietnam	VNM	Net official development assistance and offici...	DT.ODA.ALLD.CD	191850000	167110000	176030000	226670000	244990000	314150000	...	21.658386	18.213327	16.095561	22.019948	22.671441	23.223434	22.139882	29.813669	29.979571	43.379134
249	Vanuatu	VUT	Net official development assistance and offici...	DT.ODA.ALLD.CD	150000	280000	410000	510000	650000	580000	...	247.489976	167.525160	141.686002	164.914150	189.776373	188.561194	227.296021	257.680647	409.364768	447.033137
250	West Bank and Gaza	PSE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	234.245093	332.775810	315.932409	330.221945	358.657441	305.900260	399.329602	491.375580	686.765157	760.797987
251	World	WLD	Net official development assistance and offici...	DT.ODA.ALLD.CD	4254390000	5219020000	5439680000	5962450000	5835340000	6242640000	...	9.447816	9.523241	10.940539	12.463048	13.864458	16.709992	16.291665	16.263288	18.951657	18.603998
252	Samoa	WSM	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	30000	90000	170000	210000	230000	...	155.428545	243.952451	214.449126	185.561440	172.992382	242.041261	259.950407	205.607989	219.740084	418.561590
253	Yemen, Rep.	YEM	Net official development assistance and offici...	DT.ODA.ALLD.CD	14690000	14880000	18080000	21580000	23330000	31540000	...	17.764551	20.542996	11.683963	12.776903	13.584568	14.723684	13.910269	11.451145	19.794438	25.094890
254	South Africa	ZAF	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	NaN	NaN	NaN	NaN	NaN	...	11.053864	9.471220	11.160317	14.128220	13.379356	14.487960	14.812382	16.509628	22.702814	21.395378
255	Congo, Dem. Rep.	COD	Net official development assistance and offici...	DT.ODA.ALLD.CD	82090000	91160000	120970000	111500000	127020000	142070000	...	3.772585	5.094147	23.728840	106.273163	36.561421	34.828235	39.525938	23.723707	30.023782	38.965037
256	Zambia	ZMB	Net official development assistance and offici...	DT.ODA.ALLD.CD	920000	910000	5880000	5380000	20990000	10860000	...	78.670577	55.089023	76.357431	71.094465	101.163795	102.183762	124.561902	83.226394	89.610852	98.795863
257	Zimbabwe	ZWE	Net official development assistance and offici...	DT.ODA.ALLD.CD	NaN	10000	NaN	10860000	4570000	3720000	...	14.047096	12.785654	15.729074	14.753293	14.736414	29.323582	21.866808	37.527786	47.905040	57.120388

	Country Code	Country Name_aid	2012_aid	2012_pop	2012_aid_per_capita
229	THA	Thailand	-134790000	66785001	-2.018268
42	CHN	China	-194130000	1350695000	-0.143726
71	EMU	Euro area	0	333228712	0.000000
169	NAC	North America	0	348692795	0.000000
76	EUU	European Union	0	505640311	0.000000
37	CEB	Central Europe and the Baltics	0	104429039	0.000000
187	PHL	Philippines	5140000	96706764	0.053150
180	OEC	High income: OECD	125510000	1049561526	0.119583
97	HIC	High income	188330000	1299489520	0.144926
176	NOC	High income: nonOECD	57780000	249927994	0.231187
104	IDN	Indonesia	67810000	246864191	0.274685
168	MYS	Malaysia	15370000	29239927	0.525651
106	IND	India	1667630000	1236686732	1.348466
246	VEN	Venezuela, RB	48130000	29954782	1.606755
109	IRN	Iran, Islamic Rep.	148890000	76424443	1.948199
181	OED	OECD members	3576450000	1254326493	2.851291
153	MEX	Mexico	417810000	120847477	3.457333
64	DZA	Algeria	144500000	38481705	3.755031
66	EAS	East Asia & Pacific (all income levels)	8796050000	2233723905	3.937841
192	PRK	Korea, Dem. Rep.	98140000	24763188	3.963141
8	ARG	Argentina	178920000	41086927	4.354670
65	EAP	East Asia & Pacific (developing only)	8796050000	1991555125	4.416674
242	URY	Uruguay	19320000	3395253	5.690298
28	BRA	Brazil	1288220000	198656019	6.484676
241	UMC	Upper middle income	15594650000	2390210774	6.524383
51	CRI	Costa Rica	32700000	4805295	6.804993
41	CHL	Chile	125510000	17464814	7.186449
231	TKM	Turkmenistan	38030000	5172931	7.351732
117	KAZ	Kazakhstan	129640000	16791425	7.720607
114	JAM	Jamaica	21050000	2707805	7.773824
...	...	...	...	...	...
144	MAC	Macao SAR, China	NaN	556783	NaN
145	MAF	St. Martin (French part)	NaN	30959	NaN
147	MCA	Mexico and Central America	NaN	NaN	NaN
148	MCO	Monaco	NaN	37579	NaN
158	MLT	Malta	NaN	419455	NaN
163	MNP	Northern Mariana Islands	NaN	53305	NaN
171	NCL	New Caledonia	NaN	258000	NaN
175	NLD	Netherlands	NaN	16754962	NaN
177	NOR	Norway	NaN	5018573	NaN
179	NZL	New Zealand	NaN	4433000	NaN
182	OMN	Oman	NaN	3314001	NaN
190	POL	Poland	NaN	38535873	NaN
191	PRI	Puerto Rico	NaN	3651545	NaN
193	PRT	Portugal	NaN	10514844	NaN
196	PYF	French Polynesia	NaN	273814	NaN
197	QAT	Qatar	NaN	2050514	NaN
198	ROU	Romania	NaN	20076727	NaN
199	RUS	Russian Federation	NaN	143178000	NaN
202	SAU	Saudi Arabia	NaN	28287855	NaN
203	SCE	Southern Cone Extended	NaN	NaN	NaN
206	SGP	Singapore	NaN	5312400	NaN
210	SMR	San Marino	NaN	31247	NaN
219	SVK	Slovak Republic	NaN	5407579	NaN
220	SVN	Slovenia	NaN	2057159	NaN
221	SWE	Sweden	NaN	9519374	NaN
223	SXM	Sint Maarten (Dutch part)	NaN	39088	NaN
226	TCA	Turks and Caicos Islands	NaN	32427	NaN
234	TTO	Trinidad and Tobago	NaN	1337439	NaN
243	USA	United States	NaN	313873685	NaN
247	VIR	Virgin Islands (U.S.)	NaN	105275	NaN

	Country Code	Country Name_aid	2012_aid	2012_pop	2012_aid_per_capita
237	TUV	Tuvalu	24490000	9860	2483.772819
154	MHL	Marshall Islands	76010000	52555	1446.294358
82	FSM	Micronesia, Fed. Sts.	115040000	103395	1112.626336
233	TON	Tonga	78260000	104941	745.752375
188	PLW	Palau	15000000	20754	722.752241
121	KIR	Kiribati	64660000	100786	641.557359
252	WSM	Samoa	120670000	188889	638.840801
207	SLB	Solomon Islands	304980000	549598	554.914683
50	CPV	Cabo Verde	246140000	494401	497.854980
250	PSE	West Bank and Gaza	2001390000	4046901	494.548792
195	PSS	Pacific island small states	1007870000	2252782	447.389051
249	VUT	Vanuatu	101420000	247262	410.172206
122	KNA	St. Kitts and Nevis	21910000	53584	408.890714
224	SYC	Seychelles	35330000	88303	400.099657
61	DMA	Dominica	25660000	71684	357.959935
124	KSV	Kosovo	567680000	1807106	314.137632
217	STP	Sao Tome and Principe	48790000	188098	259.386065
232	TLS	Timor-Leste	283070000	1148958	246.371060
2	AFG	Afghanistan	6725030000	29824536	225.486492
115	JOR	Jordan	1416970000	6318000	224.275087
31	BTN	Bhutan	161280000	741822	217.410646
151	MDV	Maldives	58010000	338442	171.403076
60	DJI	Djibouti	146590000	859652	170.522490
161	MNE	Montenegro	103220000	621081	166.194104
128	LBN	Lebanon	710240000	4424888	160.510277
162	MNG	Mongolia	448780000	2796484	160.480089
212	SRB	Serbia	1089870000	7199077	151.390241
23	BIH	Bosnia and Herzegovina	571130000	3833916	148.967792
131	LCA	St. Lucia	26840000	180870	148.393874
85	GEO	Georgia	662210000	4490700	147.462534
...	...	...	...	...	...
144	MAC	Macao SAR, China	NaN	556783	NaN
145	MAF	St. Martin (French part)	NaN	30959	NaN
147	MCA	Mexico and Central America	NaN	NaN	NaN
148	MCO	Monaco	NaN	37579	NaN
158	MLT	Malta	NaN	419455	NaN
163	MNP	Northern Mariana Islands	NaN	53305	NaN
171	NCL	New Caledonia	NaN	258000	NaN
175	NLD	Netherlands	NaN	16754962	NaN
177	NOR	Norway	NaN	5018573	NaN
179	NZL	New Zealand	NaN	4433000	NaN
182	OMN	Oman	NaN	3314001	NaN
190	POL	Poland	NaN	38535873	NaN
191	PRI	Puerto Rico	NaN	3651545	NaN
193	PRT	Portugal	NaN	10514844	NaN
196	PYF	French Polynesia	NaN	273814	NaN
197	QAT	Qatar	NaN	2050514	NaN
198	ROU	Romania	NaN	20076727	NaN
199	RUS	Russian Federation	NaN	143178000	NaN
202	SAU	Saudi Arabia	NaN	28287855	NaN
203	SCE	Southern Cone Extended	NaN	NaN	NaN
206	SGP	Singapore	NaN	5312400	NaN
210	SMR	San Marino	NaN	31247	NaN
219	SVK	Slovak Republic	NaN	5407579	NaN
220	SVN	Slovenia	NaN	2057159	NaN
221	SWE	Sweden	NaN	9519374	NaN
223	SXM	Sint Maarten (Dutch part)	NaN	39088	NaN
226	TCA	Turks and Caicos Islands	NaN	32427	NaN
234	TTO	Trinidad and Tobago	NaN	1337439	NaN
243	USA	United States	NaN	313873685	NaN
247	VIR	Virgin Islands (U.S.)	NaN	105275	NaN