Datasets for Fine-tuning LLMs
Collection
39 items
•
Updated
•
3
Datasets:
Dataset Viewer
Country Name
stringclasses 239
values | Country Code
stringclasses 239
values | Indicator Name
stringclasses 71
values | Indicator Code
stringclasses 71
values | 1960
null -593,488
628k
⌀ | 1961
float64 -670,672
658k
⌀ | 1962
float64 -762,587
759k
⌀ | 1963
float64 -865,675
847k
⌀ | 1964
float64 -776,278
766k
⌀ | 1965
float64 -832,985
835k
⌀ | 1966
float64 -853,298
860k
⌀ | 1967
float64 -801,921
849k
⌀ | 1968
float64 -886,323
889k
⌀ | 1969
float64 -1,058,375
1.01M
⌀ | 1970
float64 -1,606,311
1.53M
⌀ | 1971
float64 -1,943,444
1.95M
⌀ | 1972
float64 -1,851,579
1.87M
⌀ | 1973
float64 -1,784,764
1.8M
⌀ | 1974
float64 -1,708,797
1.73M
⌀ | 1975
float64 -1,413,406
1.44M
⌀ | 1976
float64 -1,457,828
1.3M
⌀ | 1977
float64 -1,491,331
1.42M
⌀ | 1978
float64 -1,840,956
1.44M
⌀ | 1979
float64 -1,504,274
1.44M
⌀ | 1980
float64 -3,103,934
1.82M
⌀ | 1981
float64 -2,568,702
1.8M
⌀ | 1982
float64 -1,252,628
1.18M
⌀ | 1983
float64 -1,419,991
1.35M
⌀ | 1984
float64 -1,468,178
1.33M
⌀ | 1985
float64 -1,588,324
1.54M
⌀ | 1986
float64 -1,838,057
1.75M
⌀ | 1987
float64 -2,045,687
1.89M
⌀ | 1988
float64 -2,200,513
2.02M
⌀ | 1989
float64 -2,422,678
2.31M
⌀ | 1990
float64 -2,221,922
2.62M
⌀ | 1991
float64 -3,325,266
3.18M
⌀ | 1992
float64 -4,211,635
2.88M
⌀ | 1993
float64 -3,158,920
2.69M
⌀ | 1994
float64 -3,820,962
2.67M
⌀ | 1995
float64 -2,711,164
2.55M
⌀ | 1996
float64 -3,017,741
2.84M
⌀ | 1997
float64 -3,065,388
2.88M
⌀ | 1998
float64 -2,997,482
2.84M
⌀ | 1999
float64 -2,925,317
2.8M
⌀ | 2000
float64 -3,026,697
3.03M
⌀ | 2001
float64 -2,836,546
2.74M
⌀ | 2002
float64 -4,343,650
3.51M
⌀ | 2003
float64 -3,526,798
3.45M
⌀ | 2004
float64 -3,654,102
3.85M
⌀ | 2005
float64 -4,388,235
4.28M
⌀ | 2006
float64 -5,519,069
5.02M
⌀ | 2007
float64 -5,955,151
5.82M
⌀ | 2008
float64 -5,548,243
5.44M
⌀ | 2009
float64 -4,633,243
4.58M
⌀ | 2010
float64 -3,567,080
3.51M
⌀ | 2011
float64 -3,946,885
3.95M
⌀ | 2012
float64 -4,462,441
5.39M
⌀ | 2013
float64 -5,581,008
4.97M
⌀ | 2014
float64 -5,097,191
4.49M
⌀ | 2015
float64 -4,921,101
3.93M
⌀ | 2016
float64 -3,881,250
5.38M
⌀ | 2017
float64 -4,107,622
5.29M
⌀ | 2018
float64 -4,083,590
5.56M
⌀ | 2019
float64 -3,891,389
4.09M
⌀ | 2020
float64 -2,212,227
5.44M
⌀ | 2021
float64 -20.74
6.52M
⌀ | 2022
null -29.1
177
⌀ | 2023
null -1.43
106
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Arab World
|
ARB
|
Access to clean fuels and technologies for cooking (% of population)
|
EG.CFT.ACCS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 74.998725
| 76.638513
| 78.084222
| 79.317256
| 80.412595
| 81.436463
| 82.364313
| 83.153561
| 83.852744
| 84.520175
| 84.995489
| 85.545061
| 86.024476
| 86.406487
| 86.705717
| 86.942778
| 87.228705
| 87.390856
| 87.617862
| 87.79874
| 87.948264
| 88.092536
| null | null |
Arab World
|
ARB
|
Access to electricity (% of population)
|
EG.ELC.ACCS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 76.964326
| 77.623521
| 78.521409
| 79.11232
| 81.108851
| 81.936223
| 81.904019
| 82.888219
| 82.830288
| 83.59046
| 85.815868
| 84.152501
| 83.838359
| 84.735838
| 87.482231
| 87.719569
| 87.402502
| 89.340705
| 88.832276
| 89.053852
| 89.539016
| 90.662754
| 89.176939
| 90.352802
| 90.63505
| 90.845661
| null | null |
Arab World
|
ARB
|
Adjusted savings: natural resources depletion (% of GNI)
|
NY.ADJ.DRES.GN.ZS
| null | null | null | null | null | null | null | null | null | null | 5.961207
| 6.065469
| 8.242519
| 11.302722
| 24.108772
| 16.683838
| 18.461057
| 18.377966
| 15.884196
| 33.64367
| 27.427013
| 20.161788
| 11.285801
| 9.753678
| 9.6708
| 8.289274
| 5.416472
| 6.875435
| 5.765414
| 7.849742
| 7.983244
| 8.360681
| 8.124148
| 8.070243
| 8.245936
| 7.845689
| 9.076897
| 7.77342
| 5.479318
| 6.976811
| 9.377097
| 7.561574
| 7.35245
| 8.647153
| 10.056139
| 12.062701
| 12.156493
| 11.130419
| 12.794641
| 7.994157
| 9.292306
| 12.665397
| 12.199566
| 11.176049
| 10.050554
| 6.130655
| 5.265859
| 6.245422
| 8.187714
| 7.234436
| 4.598506
| null | null | null |
Arab World
|
ARB
|
Adjusted savings: net forest depletion (% of GNI)
|
NY.ADJ.DFOR.GN.ZS
| null | null | null | null | null | null | null | null | null | null | 0.174568
| 0.139287
| 0.132084
| 0.152424
| 0.08739
| 0.09876
| 0.066341
| 0.102411
| 0.107103
| 0.074228
| 0.05776
| 0.055111
| 0.114144
| 0.081489
| 0.079541
| 0.038306
| 0.089656
| 0.085068
| 0.089702
| 0.08733
| 0.06723
| 0.071939
| 0.057122
| 0.044027
| 0.045949
| 0.062263
| 0.058694
| 0.055242
| 0.077565
| 0.036729
| 0.021056
| 0.024409
| 0.026641
| 0.03239
| 0.024895
| 0.020664
| 0.021369
| 0.017943
| 0.024938
| 0.028746
| 0.029684
| 0.030113
| 0.033494
| 0.065108
| 0.084361
| 0.096672
| 0.092911
| 0.102684
| 0.057123
| 0.064516
| 0.075686
| null | null | null |
Arab World
|
ARB
|
Agricultural land (% of land area)
|
AG.LND.AGRI.ZS
| null | 30.981414
| 30.982663
| 31.007054
| 31.018001
| 31.042466
| 31.0504
| 31.103223
| 31.133565
| 31.190429
| 31.254493
| 31.386588
| 31.499948
| 31.496808
| 31.550807
| 31.529648
| 31.599736
| 31.621997
| 31.666078
| 31.678494
| 31.758868
| 31.454314
| 31.480303
| 31.528747
| 31.94227
| 32.442177
| 33.026539
| 33.582999
| 34.186977
| 34.697784
| 35.109453
| 35.159977
| 35.321083
| 36.096181
| 36.750654
| 37.380826
| 37.977641
| 38.488463
| 39.096353
| 39.62219
| 39.656941
| 39.679751
| 39.752997
| 39.941566
| 39.991253
| 40.048478
| 40.119766
| 40.172169
| 40.11156
| 40.122131
| 40.160303
| 40.176419
| 39.789967
| 39.83865
| 39.834421
| 39.872575
| 39.937814
| 39.984452
| 39.969738
| 39.907031
| 39.97329
| 39.970742
| null | null |
Arab World
|
ARB
|
Agriculture, forestry, and fishing, value added (% of GDP)
|
NV.AGR.TOTL.ZS
| null | null | null | null | null | null | null | null | 14.811067
| 14.412701
| 14.725729
| 13.985662
| 13.866942
| 12.405715
| 7.768591
| 7.989246
| 7.435787
| 7.101529
| 7.365308
| 5.718521
| 4.837658
| 5.221832
| 6.121905
| 6.863589
| 7.452774
| 8.221214
| 9.804626
| 10.472731
| 10.735637
| 11.303233
| 10.586807
| 12.594983
| 9.743453
| 9.899444
| 11.140114
| 10.604207
| 10.474556
| 9.886109
| 11.167058
| 9.74191
| 8.698158
| 9.346293
| 9.405973
| 9.019293
| 8.098365
| 7.120141
| 6.952765
| 6.804568
| 6.191965
| 7.777713
| 7.052113
| 5.418471
| 4.974431
| 5.023373
| 5.306089
| 6.039971
| 5.92696
| 5.579353
| 4.688765
| 4.947446
| 5.639859
| 4.937267
| null | null |
Arab World
|
ARB
|
Annual freshwater withdrawals, total (% of internal resources)
|
ER.H2O.FWTL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 183.812733
| 181.016551
| 183.913263
| 203.725549
| 195.990459
| 216.43152
| 216.459717
| null | null | null |
Arab World
|
ARB
|
Annualized average growth rate in per capita real survey mean consumption or income, total population (%)
|
SI.SPR.PCAP.ZG
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
|
SH.DTH.COMM.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 32.034514
| null | null | null | null | null | null | null | null | null | 24.11386
| null | null | null | null | 19.715392
| null | null | null | 18.818143
| null | null | null | null |
Arab World
|
ARB
|
Children in employment, total (% of children ages 7-14)
|
SL.TLF.0714.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
CO2 emissions (metric tons per capita)
|
EN.ATM.CO2E.PC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2.799502
| 2.749432
| 2.911979
| 3.052821
| 3.149926
| 3.1672
| 3.202337
| 3.280785
| 3.224047
| 3.194448
| 3.253567
| 3.357638
| 3.396585
| 3.424829
| 3.532319
| 3.687724
| 3.787711
| 3.840419
| 4.041063
| 4.068963
| 4.208453
| 4.209484
| 4.401209
| 4.386231
| 4.439511
| 4.450525
| 4.402999
| 4.350684
| 4.222333
| 4.181158
| 3.929078
| null | null | null |
Arab World
|
ARB
|
Coastal protection
|
EN.CLC.CSTP.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Control of Corruption: Estimate
|
CC.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Cooling Degree Days
|
EN.CLC.CDDY.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Economic and Social Rights Performance Score
|
SD.ESR.PERF.XQ
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Electricity production from coal sources (% of total)
|
EG.ELC.COAL.ZS
| null | null | null | null | null | null | null | null | null | null | null | 1.164559
| 2.289048
| 2.424595
| 2.383211
| 2.621971
| 2.261141
| 1.949245
| 1.726168
| 1.030563
| 1.008775
| 1.033015
| 0.833289
| 0.912666
| 0.736118
| 0.612187
| 1.053391
| 1.266427
| 1.124755
| 0.814319
| 0.875148
| 0.719844
| 0.591935
| 0.82627
| 0.905885
| 1.76124
| 1.663668
| 1.694263
| 1.831263
| 1.604403
| 1.916438
| 2.392999
| 2.226945
| 2.159408
| 2.170473
| 2.030276
| 1.934514
| 1.756574
| 1.528249
| 1.355181
| 1.231211
| 1.281668
| 1.231329
| 1.205525
| 1.479464
| 1.513882
| null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Energy imports, net (% of energy use)
|
EG.IMP.CONS.ZS
| null | null | null | null | null | null | null | null | null | null | null | -1,481.610591
| -1,539.192398
| -1,585.900275
| -1,463.653169
| -1,237.542973
| -1,291.046916
| -1,206.385288
| -1,024.313732
| -970.372436
| -795.301246
| -570.328685
| -376.905421
| -307.489604
| -307.037588
| -256.996265
| -302.588819
| -275.802577
| -296.35355
| -300.579713
| -331.876805
| -317.169768
| -308.631518
| -300.61757
| -282.053857
| -279.416241
| -270.325424
| -276.436691
| -291.770001
| -282.560631
| -296.436646
| -267.794144
| -238.098006
| -256.861651
| -258.618606
| -255.422584
| -238.90909
| -224.67677
| -214.992896
| -182.798547
| -178.609566
| -186.096075
| -180.638025
| -178.499291
| -164.539205
| null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Energy intensity level of primary energy (MJ/$2017 PPP GDP)
|
EG.EGY.PRIM.PP.KD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4.555086
| 4.878365
| 5.108645
| 4.902856
| 4.681511
| 4.739703
| 4.728642
| 4.721441
| 4.816324
| 5.082973
| 5.143118
| 5.131633
| 5.159781
| 5.077955
| 5.290578
| 5.240634
| 5.207533
| 5.189154
| 5.057541
| 5.102344
| 5.154989
| null | null | null |
Arab World
|
ARB
|
Energy use (kg of oil equivalent per capita)
|
EG.USE.PCAP.KG.OE
| null | null | null | null | null | null | null | null | null | null | null | 421.664785
| 425.484106
| 455.071064
| 470.751417
| 493.082088
| 529.890057
| 562.838819
| 627.137639
| 726.871548
| 788.566132
| 877.807168
| 947.080477
| 989.364388
| 982.083311
| 1,007.666584
| 1,023.652329
| 1,076.38101
| 1,137.585963
| 1,164.277769
| 1,073.389968
| 1,090.521049
| 1,174.150703
| 1,221.60465
| 1,260.837313
| 1,261.019505
| 1,281.786723
| 1,299.865864
| 1,288.586388
| 1,272.81355
| 1,272.863357
| 1,337.705352
| 1,373.016368
| 1,364.85886
| 1,413.727791
| 1,467.576877
| 1,531.096626
| 1,557.63403
| 1,635.939079
| 1,677.457251
| 1,735.212837
| 1,703.940997
| 1,802.870054
| 1,759.610567
| 1,916.305778
| null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Fertility rate, total (births per woman)
|
SP.DYN.TFRT.IN
| null | 6.982115
| 7.076112
| 7.071542
| 7.061969
| 7.03356
| 7.012961
| 6.987537
| 6.957697
| 6.923736
| 6.885646
| 6.836798
| 6.786578
| 6.727091
| 6.68089
| 6.636309
| 6.580826
| 6.523519
| 6.474031
| 6.437365
| 6.353993
| 6.26688
| 6.185035
| 6.096443
| 5.986973
| 5.872418
| 5.737496
| 5.600279
| 5.450477
| 5.289032
| 5.147726
| 5.00626
| 4.893889
| 4.7476
| 4.607987
| 4.442823
| 4.284372
| 4.165163
| 4.06164
| 3.962703
| 3.878589
| 3.807783
| 3.727369
| 3.67069
| 3.616684
| 3.576596
| 3.547509
| 3.532149
| 3.508533
| 3.49278
| 3.504198
| 3.508021
| 3.512815
| 3.513518
| 3.500174
| 3.471038
| 3.371358
| 3.325882
| 3.279994
| 3.224519
| 3.186003
| null | null | null |
Arab World
|
ARB
|
Food production index (2014-2016 = 100)
|
AG.PRD.FOOD.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Forest area (% of land area)
|
AG.LND.FRST.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3.731767
| 3.713698
| 3.695624
| 3.677555
| 3.659486
| 3.641417
| 3.623348
| 3.605279
| 3.58721
| 3.569141
| 3.551072
| 3.536659
| 3.522247
| 3.50788
| 3.49347
| 3.479055
| 3.464626
| 3.450209
| 3.435793
| 3.422012
| 3.407598
| 3.389776
| 2.956405
| 2.937937
| 2.919452
| 2.900938
| 2.883323
| 2.863943
| 2.84442
| 2.826621
| 2.808895
| 2.791121
| null | null |
Arab World
|
ARB
|
Fossil fuel energy consumption (% of total)
|
EG.USE.COMM.FO.ZS
| null | null | null | null | null | null | null | null | null | null | null | 82.246519
| 83.05677
| 84.619263
| 85.51937
| 85.799171
| 86.855219
| 87.517012
| 88.774049
| 90.2876
| 91.372323
| 91.573704
| 92.244831
| 93.263206
| 93.38499
| 92.879001
| 93.415555
| 93.671833
| 94.289025
| 94.408602
| 93.855625
| 92.742387
| 94.149394
| 94.469962
| 94.158989
| 94.870966
| 94.863923
| 95.006924
| 94.855858
| 94.647848
| 94.993825
| 95.199024
| 94.780767
| 95.192023
| 95.191321
| 95.170145
| 95.449277
| 96.125844
| 96.466731
| 96.215987
| 95.891119
| 94.964387
| 95.019329
| 96.227096
| 95.478343
| null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
GDP growth (annual %)
|
NY.GDP.MKTP.KD.ZG
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 15.7411
| 8.17343
| -0.598209
| 11.041836
| 9.124468
| 3.38129
| -8.273874
| -6.199461
| 1.343366
| -2.023068
| 4.367471
| -0.065282
| 5.773455
| 2.240029
| 12.085507
| 2.426628
| 5.141888
| 3.130602
| 3.335454
| 3.025863
| 4.74174
| 4.735507
| 5.101043
| 1.859652
| 6.587671
| 1.743116
| 0.722965
| 4.915326
| 8.833924
| 5.501931
| 6.121662
| 4.551005
| 5.536045
| 0.360016
| 4.713733
| 3.432115
| 4.729945
| 2.61881
| 2.433244
| 3.443813
| 3.686091
| 1.239447
| 2.438225
| 1.359776
| -5.048285
| 3.732646
| null | null |
Arab World
|
ARB
|
GHG net emissions/removals by LUCF (Mt of CO2 equivalent)
|
EN.CLC.GHGR.MT.CE
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Gini index
|
SI.POV.GINI
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Government Effectiveness: Estimate
|
GE.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Government expenditure on education, total (% of government expenditure)
|
SE.XPD.TOTL.GB.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 14.95361
| null | null | null | 12.48924
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Heat Index 35
|
EN.CLC.HEAT.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Heating Degree Days
|
EN.CLC.HDDY.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Hospital beds (per 1,000 people)
|
SH.MED.BEDS.ZS
| null | null | null | null | null | null | null | null | null | null | 1.900654
| null | null | null | null | 1.571697
| null | null | null | null | null | 1.688515
| null | null | null | null | null | null | null | null | 1.784669
| null | null | null | null | null | null | null | null | null | 1.606045
| 1.503582
| 1.583476
| 1.579065
| 1.612401
| 1.628538
| 1.657445
| 1.625529
| 1.647462
| 1.544163
| 1.55276
| null | null | null | 1.597108
| 1.483995
| 1.474731
| 1.376802
| null | null | null | null | null | null |
Arab World
|
ARB
|
Income share held by lowest 20%
|
SI.DST.FRST.20
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Individuals using the Internet (% of population)
|
IT.NET.USER.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 0
| 0
| 0
| 0.000865
| 0.002878
| 0.014686
| 0.040273
| 0.141948
| 0.283812
| 0.6448
| 1.217056
| 1.639957
| 2.797822
| 3.770378
| 7.250127
| 8.61473
| 11.589349
| 14.353769
| 18.556541
| 21.508493
| 25.680973
| 27.548036
| 30.795487
| 33.910132
| 37.65595
| 41.381617
| 41.529196
| 46.664676
| 53.198191
| 60.731029
| 66.440355
| 76.309077
| null | null |
Arab World
|
ARB
|
Labor force participation rate, total (% of total population ages 15-64) (modeled ILO estimate)
|
SL.TLF.ACTI.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 49.265616
| 49.51247
| 49.766831
| 49.934709
| 49.653476
| 49.467159
| 49.271134
| 49.042251
| 49.478015
| 49.230273
| 48.74952
| 48.182708
| 48.386272
| 48.569322
| 48.743994
| 48.955561
| 49.214968
| 49.216808
| 49.314504
| 49.793041
| 49.817591
| 49.5783
| 49.833099
| 49.628391
| 49.280373
| 49.29212
| 48.58898
| 48.290118
| 48.217409
| 47.185532
| 47.767555
| null | null |
Arab World
|
ARB
|
Land Surface Temperature
|
EN.LND.LTMP.DC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Level of water stress: freshwater withdrawal as a proportion of available freshwater resources
|
ER.H2O.FWST.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Life expectancy at birth, total (years)
|
SP.DYN.LE00.IN
| null | 45.676401
| 46.122576
| 46.972472
| 47.895758
| 48.232107
| 48.457073
| 48.912911
| 49.44512
| 49.822236
| 50.351343
| 51.296424
| 51.864458
| 52.539683
| 53.194445
| 53.709858
| 54.047534
| 55.36147
| 56.112173
| 56.826292
| 57.302372
| 57.692929
| 58.054798
| 58.787368
| 59.478976
| 60.215737
| 61.221262
| 61.169712
| 60.609025
| 62.481144
| 62.927967
| 63.179614
| 63.47441
| 64.458321
| 65.496727
| 65.349783
| 65.718405
| 65.994419
| 65.807707
| 66.876727
| 67.297331
| 67.631681
| 67.93557
| 67.859003
| 67.895912
| 68.162682
| 68.56725
| 68.92868
| 69.286427
| 69.812638
| 70.041254
| 70.26152
| 70.180461
| 70.196514
| 70.492629
| 70.758222
| 70.943062
| 71.429596
| 71.633017
| 71.844626
| 70.92336
| null | null | null |
Arab World
|
ARB
|
Literacy rate, adult total (% of people ages 15 and above)
|
SE.ADT.LITR.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 46.475311
| 46.948261
| 47.530869
| 48.111012
| 48.67683
| 48.899181
| 49.61644
| 50.504219
| 51.306728
| 51.982109
| 52.979729
| 53.854931
| 54.795769
| 55.813911
| 56.863861
| 57.682941
| 58.44878
| 59.594292
| 60.881039
| 61.828331
| 63.036888
| 64.11116
| 64.806297
| 66.242348
| 67.360199
| 69.989029
| 70.573776
| 70.23333
| 69.127411
| 69.876587
| 70.676628
| 69.580391
| 70.518417
| 72.277496
| 75.701889
| 73.276482
| 77.577873
| 74.981209
| 76.386726
| 77.170303
| 74.286133
| 74.603661
| 75.022881
| 75.231178
| null | null |
Arab World
|
ARB
|
Mammal species, threatened
|
EN.MAM.THRD.NO
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 248
| null | null | null | null | null |
Arab World
|
ARB
|
Methane emissions (metric tons of CO2 equivalent per capita)
|
EN.ATM.METH.PC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1.772815
| 1.737671
| 1.757891
| 1.818375
| 1.856797
| 1.866559
| 1.863417
| 1.879652
| 1.892956
| 1.875229
| 1.910657
| 1.843115
| 1.804123
| 1.84058
| 1.843028
| 1.861388
| 1.842972
| 1.802716
| 1.789693
| 1.70541
| 1.705679
| 1.626723
| 1.714959
| 1.634465
| 1.576077
| 1.561347
| 1.577308
| 1.582184
| 1.58511
| 1.572596
| 1.444835
| null | null | null |
Arab World
|
ARB
|
Mortality rate, under-5 (per 1,000 live births)
|
SH.DYN.MORT
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 82.040665
| 79.619021
| 76.776738
| 74.336516
| 72.203189
| 70.167265
| 68.052762
| 66.001732
| 63.970775
| 62.02635
| 59.999412
| 57.987717
| 56.164279
| 54.333915
| 52.615231
| 50.95796
| 49.370399
| 47.533044
| 45.853364
| 44.30384
| 42.778278
| 41.58258
| 41.258526
| 40.578429
| 39.672627
| 38.761946
| 38.183071
| 36.905068
| 36.404985
| 35.725503
| 34.809462
| 34.454511
| null | null |
Arab World
|
ARB
|
Net migration
|
SM.POP.NETM
| null | -176,004
| -144,522
| -184,289
| -173,533
| -186,104
| -88,973
| -68,591
| -38,322
| -49,053
| -62,613
| -100,946
| -65,527
| -25,001
| 86,457
| 461,003
| 1,160,872
| 273,825
| 6,296
| 882,288
| 467,972
| -18,224
| 292,311
| 270,068
| 158,418
| -73,250
| 173,017
| -86,700
| -487,966
| -229,037
| -2,012,275
| -322,443
| -263,405
| 731,021
| -157,334
| -106,482
| -144,006
| 17,793
| -23,185
| -34,533
| -4,273
| -182,158
| -87,387
| -247,339
| 10,402
| 820,217
| 1,327,595
| 1,631,375
| 1,470,703
| 1,117,576
| 39,096
| -864,858
| -66,311
| 340,149
| -184,490
| -194,516
| 3,140
| 13,305
| 511,128
| 139,844
| -1,585,167
| null | null | null |
Arab World
|
ARB
|
Nitrous oxide emissions (metric tons of CO2 equivalent per capita)
|
EN.ATM.NOXE.PC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 0.309734
| 0.299183
| 0.297793
| 0.304257
| 0.301839
| 0.301646
| 0.308406
| 0.306442
| 0.31351
| 0.31132
| 0.324649
| 0.316455
| 0.320514
| 0.311107
| 0.316631
| 0.31633
| 0.309377
| 0.3073
| 0.299614
| 0.299494
| 0.290387
| 0.291187
| 0.290268
| 0.286412
| 0.279575
| 0.275018
| 0.272324
| 0.269264
| 0.262298
| 0.256579
| 0.25208
| null | null | null |
Arab World
|
ARB
|
Patent applications, residents
|
IP.PAT.RESD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
People using safely managed drinking water services (% of population)
|
SH.H2O.SMDW.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
People using safely managed sanitation services (% of population)
|
SH.STA.SMSS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 49.85727
| 50.095233
| 50.379664
| 50.651784
| 51.132861
| 51.606089
| 52.263986
| 52.981599
| 53.672196
| 54.303326
| 54.842353
| 55.364466
| 55.819417
| 56.277326
| 56.782843
| 57.376654
| 58.033321
| 58.681302
| 59.347862
| 59.993462
| 60.550961
| 60.64081
| null | null |
Arab World
|
ARB
|
PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)
|
EN.ATM.PM25.MC.M3
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 46.176043
| null | null | null | null | 47.493646
| null | null | null | null | 49.011025
| null | null | null | null | 48.896804
| null | null | null | null | 52.460051
| 50.304432
| 50.99863
| 51.146397
| 48.209216
| 51.651491
| 48.326362
| 49.335432
| 49.363267
| 49.227139
| null | null | null | null |
Arab World
|
ARB
|
Political Stability and Absence of Violence/Terrorism: Estimate
|
PV.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Population ages 65 and above (% of total population)
|
SP.POP.65UP.TO.ZS
| null | 3.508536
| 3.540908
| 3.567988
| 3.589317
| 3.606189
| 3.610552
| 3.602918
| 3.593089
| 3.580699
| 3.565933
| 3.550233
| 3.534088
| 3.516723
| 3.496565
| 3.482157
| 3.479446
| 3.467327
| 3.438827
| 3.409732
| 3.383674
| 3.357888
| 3.332335
| 3.310055
| 3.29628
| 3.290449
| 3.291595
| 3.298091
| 3.305693
| 3.318042
| 3.329527
| 3.354522
| 3.377496
| 3.400988
| 3.424666
| 3.449815
| 3.491583
| 3.549575
| 3.591043
| 3.614214
| 3.632748
| 3.647506
| 3.660212
| 3.667603
| 3.669403
| 3.662565
| 3.645001
| 3.623469
| 3.606784
| 3.601237
| 3.614591
| 3.65274
| 3.705761
| 3.764982
| 3.82826
| 3.897071
| 3.972503
| 4.05733
| 4.151619
| 4.252383
| 4.355763
| null | null | null |
Arab World
|
ARB
|
Population density (people per sq. km of land area)
|
EN.POP.DNST
| null | 7.035278
| 7.21956
| 7.412326
| 7.612603
| 7.820188
| 8.036949
| 8.265082
| 8.50237
| 8.747184
| 8.997981
| 9.255425
| 9.521803
| 9.799497
| 10.092441
| 10.41452
| 10.78621
| 11.164202
| 11.515462
| 11.902838
| 12.321074
| 12.718649
| 13.120457
| 13.543237
| 13.970785
| 14.396518
| 14.834356
| 15.273518
| 15.682069
| 16.091012
| 16.598083
| 16.959085
| 17.382326
| 17.852219
| 18.337249
| 18.793274
| 19.24513
| 19.701009
| 20.157791
| 20.618736
| 21.090066
| 21.563665
| 22.041669
| 22.523506
| 23.014038
| 23.551013
| 24.149258
| 24.795387
| 25.466296
| 26.141474
| 26.778779
| 27.360994
| 29.03506
| 29.70325
| 30.374589
| 31.029436
| 31.684061
| 32.339519
| 33.017423
| 33.698428
| 34.290799
| 34.847427
| null | null |
Arab World
|
ARB
|
Poverty headcount ratio at national poverty lines (% of population)
|
SI.POV.NAHC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Prevalence of overweight (% of adults)
|
SH.STA.OWAD.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 33.424695
| 34.195508
| 34.938118
| 35.640317
| 36.291175
| 36.970121
| 37.778592
| 38.522945
| 39.271767
| 40.022648
| 40.749756
| 41.472324
| 42.197988
| 42.922356
| 43.687173
| 44.364875
| 45.050521
| 45.813799
| 46.494187
| 47.135986
| 47.800589
| 48.477269
| 49.159695
| 49.821286
| 50.473041
| 51.106246
| 51.733161
| 52.363025
| 53.037036
| 53.649474
| 54.340708
| 55.014054
| 55.734026
| 56.431995
| 57.162082
| 57.849376
| 58.51851
| 59.174216
| 59.873051
| 60.555606
| 61.208313
| 61.849212
| null | null | null | null | null | null | null |
Arab World
|
ARB
|
Prevalence of undernourishment (% of population)
|
SN.ITK.DEFC.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11.602146
| 11.537081
| 11.548524
| 11.576085
| 11.359614
| 11.101388
| 10.835714
| 10.719245
| 10.487537
| 10.469537
| 10.364106
| 10.473318
| 10.328833
| 10.622193
| 11.239435
| 11.776317
| 12.146037
| 12.082383
| 12.04185
| 11.986487
| 12.28658
| null | null |
Arab World
|
ARB
|
Proportion of bodies of water with good ambient water quality
|
EN.H2O.BDYS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Proportion of seats held by women in national parliaments (%)
|
SG.GEN.PARL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 3.747161
| 3.457447
| 3.616776
| 3.770681
| 4.621265
| 6.130932
| 6.04811
| 6.693043
| 7.036766
| 9.349593
| 9.753765
| 9.801578
| 9.902309
| 11.919672
| 11.328502
| 14.872042
| 17.369309
| 17.793402
| 18.779841
| 19.275614
| 18.884021
| 19.060773
| 17.56654
| 19.546959
| 18.224543
| null | null |
Arab World
|
ARB
|
Ratio of female to male labor force participation rate (%) (modeled ILO estimate)
|
SL.TLF.CACT.FM.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26.528302
| 27.049492
| 26.826339
| 27.374681
| 27.3478
| 27.449563
| 27.420239
| 27.487044
| 28.041043
| 28.40103
| 28.668957
| 28.04925
| 28.354921
| 28.618774
| 28.944741
| 29.435987
| 30.423325
| 30.042053
| 30.522664
| 30.504699
| 30.661072
| 30.914515
| 31.330096
| 31.673005
| 32.485248
| 33.042982
| 32.424087
| 31.261438
| 30.819276
| 31.304082
| 31.744745
| null | null |
Arab World
|
ARB
|
Regulatory Quality: Estimate
|
RQ.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Renewable electricity output (% of total electricity output)
|
EG.ELC.RNEW.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7.241521
| 6.690711
| 5.769018
| 5.387482
| 5.320985
| 5.081063
| 5.300068
| 5.171465
| 4.80993
| 4.846387
| 4.464237
| 4.617562
| 3.755549
| 3.94351
| 3.91353
| 4.47444
| 4.119494
| 4.150217
| 3.362739
| 3.328486
| 3.85401
| 3.549766
| 3.481219
| 3.770385
| 3.278073
| 2.920702
| null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Renewable energy consumption (% of total final energy consumption)
|
EG.FEC.RNEW.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7.438823
| 7.349623
| 6.981565
| 6.831826
| 6.967714
| 6.904819
| 6.928486
| 6.955254
| 6.824347
| 6.816292
| 6.672582
| 6.516335
| 6.360584
| 6.463017
| 6.771388
| 6.416146
| 6.204324
| 5.610334
| 5.146765
| 5.05184
| 4.825769
| 4.672721
| 4.449687
| 4.484018
| 4.35893
| 4.223495
| 4.287915
| 4.375673
| 4.526394
| 4.732307
| 5.138585
| null | null | null |
Arab World
|
ARB
|
Research and development expenditure (% of GDP)
|
GB.XPD.RSDV.GD.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 0.556087
| null | null | null | null | null | null | null | null | 0.703876
| 0.709655
| null | null |
Arab World
|
ARB
|
Rule of Law: Estimate
|
RL.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
School enrollment, primary (% gross)
|
SE.PRM.ENRR
| null | null | null | null | null | null | null | null | null | null | 66.07103
| 66.176842
| 67.571541
| 68.722687
| 69.094193
| 70.533089
| 72.007599
| 72.78083
| 73.130173
| 74.924873
| 76.008858
| 75.956612
| 76.700851
| 77.423187
| 78.233482
| 78.031143
| 78.687027
| 79.59314
| 80.228119
| 80.12426
| 80.980263
| 81.815361
| 79.302238
| 79.918587
| 82.337044
| 81.172791
| 83.397842
| 84.331284
| 85.120842
| 86.204437
| 86.709152
| 87.21637
| 88.332787
| 89.231102
| 89.775673
| 90.459137
| 91.482803
| 91.69175
| 92.223396
| 92.30471
| 92.749771
| 92.158524
| 93.777229
| 92.442062
| 91.378067
| 90.746986
| 90.048714
| 89.744186
| 89.996857
| 90.339828
| 90.705299
| 90.681648
| null | null |
Arab World
|
ARB
|
School enrollment, primary and secondary (gross), gender parity index (GPI)
|
SE.ENR.PRSC.FM.ZS
| null | null | null | null | null | null | null | null | null | null | 0.61892
| 0.61747
| 0.62352
| 0.63085
| 0.63805
| 0.6427
| 0.6515
| 0.66238
| 0.67117
| 0.69178
| 0.70333
| 0.71549
| 0.72555
| 0.73343
| 0.74056
| 0.74961
| 0.7583
| 0.76771
| 0.77123
| 0.78256
| 0.79307
| 0.7996
| 0.81344
| 0.82108
| 0.82417
| 0.83775
| 0.82281
| 0.84603
| 0.85718
| 0.86842
| 0.87729
| 0.8863
| 0.89526
| 0.90335
| 0.90694
| 0.91367
| 0.91731
| 0.92042
| 0.92316
| 0.92413
| 0.92681
| 0.92652
| 0.93389
| 0.93581
| 0.94029
| 0.94494
| 0.94254
| 0.94445
| 0.94826
| 0.94979
| 0.95343
| null | null | null |
Arab World
|
ARB
|
Scientific and technical journal articles
|
IP.JRN.ARTC.SC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7,023.411231
| 7,411.882185
| 7,911.837762
| 7,919.378752
| 8,731.415263
| 9,431.96122
| 9,809.143653
| 10,997.743191
| 11,929.084992
| 12,764.087439
| 14,496.847777
| 15,975.926105
| 18,210.72
| 21,574.82
| 24,076.4
| 27,142.25
| 30,757.85
| 33,930.55
| 36,172.66
| 39,295.82
| 44,834.14
| 48,014.79
| 54,567.51
| 66,240.24
| 80,189.86
| null | null | null |
Arab World
|
ARB
|
Standardised Precipitation-Evapotranspiration Index
|
EN.CLC.SPEI.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Strength of legal rights index (0=weak to 12=strong)
|
IC.LGL.CRED.XQ
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1.47619
| 1.47619
| 1.409091
| 1.409091
| 1.772727
| 2.363636
| 3.090909
| null | null | null | null |
Arab World
|
ARB
|
Terrestrial and marine protected areas (% of total territorial area)
|
ER.PTD.TOTL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4.283906
| 4.589171
| 4.589171
| 4.599986
| 3.365438
| 3.335016
| null | null |
Arab World
|
ARB
|
Tree Cover Loss (hectares)
|
AG.LND.FRLS.HA
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Unemployment, total (% of total labor force) (modeled ILO estimate)
|
SL.UEM.TOTL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11.673849
| 11.904649
| 12.629525
| 12.750067
| 13.21112
| 12.222114
| 11.734528
| 11.700889
| 11.860295
| 12.346092
| 12.228064
| 12.24775
| 12.209149
| 11.235308
| 11.060112
| 10.352288
| 9.964707
| 9.677904
| 9.307563
| 9.383229
| 10.477601
| 10.958356
| 11.029713
| 11.120267
| 11.282761
| 11.076547
| 11.45384
| 11.059249
| 10.673567
| 11.975018
| 11.684176
| null | null |
Arab World
|
ARB
|
Unmet need for contraception (% of married women ages 15-49)
|
SP.UWT.TFRT
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 14.134602
| null | null | null | null | null | null | null | null | null | null | null | null | null |
Arab World
|
ARB
|
Voice and Accountability: Estimate
|
VA.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Access to clean fuels and technologies for cooking (% of population)
|
EG.CFT.ACCS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 79.265267
| 80.499138
| 81.654036
| 82.644059
| 83.685871
| 84.575021
| 85.513175
| 86.19096
| 87.008846
| 87.66246
| 88.278392
| 88.665356
| 89.129946
| 89.381568
| 89.692953
| 89.802466
| 89.98792
| 90.036923
| 89.985518
| 89.934471
| 89.810459
| 89.584535
| null | null |
Caribbean small states
|
CSS
|
Access to electricity (% of population)
|
EG.ELC.ACCS.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 80.382075
| 80.659451
| 81.344726
| 84.664404
| 82.702236
| 83.286394
| 85.953181
| 86.858925
| 89.416697
| 89.193449
| 89.2526
| 89.720368
| 89.737271
| 90.767406
| 91.740845
| 92.957668
| 92.259865
| 93.494437
| 92.993383
| 94.48452
| 94.983578
| 94.91658
| 95.756898
| 96.694186
| 97.228186
| 97.554306
| 98.029951
| 98.655303
| 98.91225
| null | null |
Caribbean small states
|
CSS
|
Adjusted savings: natural resources depletion (% of GNI)
|
NY.ADJ.DRES.GN.ZS
| null | null | null | null | null | null | null | null | null | null | null | 1.833952
| 1.744572
| 2.922467
| 12.191533
| 10.784418
| 11.308892
| 9.167808
| 10.303388
| 21.713824
| 16.338599
| 14.216516
| 6.084031
| 6.692247
| 7.732098
| 7.977424
| 3.748566
| 4.809886
| 3.527401
| 4.944055
| 6.176503
| 4.073293
| 3.958113
| 3.465901
| 3.610094
| 3.669973
| 3.777518
| 2.988152
| 1.61438
| 2.300447
| 2.99104
| 2.20273
| 2.536766
| 2.93684
| 3.233197
| 5.066182
| 6.064993
| 5.689015
| 6.186279
| 5.563241
| 5.83247
| 9.370802
| 8.57366
| 8.224229
| 6.539076
| 3.09378
| 2.856412
| 3.431374
| 4.355223
| 4.031203
| 3.0658
| 5.866543
| null | null |
Caribbean small states
|
CSS
|
Adjusted savings: net forest depletion (% of GNI)
|
NY.ADJ.DFOR.GN.ZS
| null | null | null | null | null | null | null | null | null | null | 0.746728
| 0.678473
| 0.652266
| 0.9123
| 0.710415
| 0.704058
| 0.622961
| 0.689718
| 0.71985
| 0.93207
| 0.811571
| 0.648077
| 0.875788
| 0.471928
| 0.308442
| 0.317016
| 0.354149
| 0.40267
| 0.373924
| 0.399139
| 0.46441
| 0.492416
| 0.500813
| 0.504884
| 0.583668
| 0.720092
| 0.599304
| 0.542141
| 0.365866
| 0.314687
| 0.219467
| 0.229462
| 0.21802
| 0.241919
| 0.244642
| 0.243254
| 0.323259
| 0.319513
| 0.292228
| 0.337994
| 0.516213
| 0.467356
| 0.426274
| 0.495404
| 0.481872
| 0.433137
| 0.496163
| 0.504493
| 0.494831
| 0.419049
| 0.488926
| 0.36887
| null | null |
Caribbean small states
|
CSS
|
Agricultural land (% of land area)
|
AG.LND.AGRI.ZS
| null | 5.518775
| 5.526186
| 5.533597
| 5.541008
| 5.479249
| 5.513834
| 5.513834
| 5.518775
| 5.526186
| 5.508893
| 5.533597
| 5.536067
| 5.570652
| 5.575346
| 5.571196
| 5.455726
| 5.345195
| 5.242073
| 5.107341
| 4.986312
| 4.864147
| 4.702215
| 4.525462
| 4.540694
| 4.553456
| 4.573875
| 4.604323
| 4.615454
| 4.636466
| 4.664641
| 4.685406
| 4.703701
| 4.791404
| 4.779812
| 4.767478
| 4.764777
| 4.74281
| 4.718126
| 4.731481
| 4.731053
| 4.722078
| 4.684698
| 4.701165
| 4.675221
| 4.638014
| 4.636063
| 4.621514
| 4.586489
| 4.616129
| 4.560306
| 4.56327
| 4.544745
| 4.56574
| 4.574633
| 4.591676
| 4.589206
| 4.586736
| 4.586736
| 4.591676
| 4.596616
| 4.599086
| null | null |
Caribbean small states
|
CSS
|
Agriculture, forestry, and fishing, value added (% of GDP)
|
NV.AGR.TOTL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 7.92305
| 7.798334
| 7.040786
| 6.432216
| 5.730681
| 5.326926
| 4.96228
| 6.021387
| 6.565774
| 6.507571
| 6.396997
| 5.656326
| 5.648858
| 5.883126
| 6.34203
| 5.886749
| 6.069801
| 6.443716
| 6.224525
| 5.425073
| 4.853677
| 4.525665
| 4.08793
| 3.882516
| 3.803547
| 3.483757
| 3.186864
| 2.935276
| 4.092209
| 3.700146
| 3.632221
| 4.359419
| 4.209798
| 3.995674
| 4.392465
| 4.416959
| 4.406077
| 4.767274
| 4.515063
| 4.727082
| 4.419833
| 4.303091
| 5.079172
| 4.653896
| null | null |
Caribbean small states
|
CSS
|
Annual freshwater withdrawals, total (% of internal resources)
|
ER.H2O.FWTL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1.137649
| 0.943515
| 1.083723
| 1.083723
| 1.083723
| 1.083723
| 1.083723
| null | null | null |
Caribbean small states
|
CSS
|
Annualized average growth rate in per capita real survey mean consumption or income, total population (%)
|
SI.SPR.PCAP.ZG
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
|
SH.DTH.COMM.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 17.716961
| null | null | null | null | null | null | null | null | null | 12.558553
| null | null | null | null | 11.592627
| null | null | null | 10.816383
| null | null | null | null |
Caribbean small states
|
CSS
|
Children in employment, total (% of children ages 7-14)
|
SL.TLF.0714.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
CO2 emissions (metric tons per capita)
|
EN.ATM.CO2E.PC
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4.571799
| 4.586458
| 4.637009
| 4.221735
| 3.961673
| 3.991283
| 4.112811
| 4.21053
| 4.380486
| 4.405468
| 4.327653
| 4.532194
| 4.618134
| 5.095243
| 5.19351
| 5.384373
| 5.89563
| 5.9649
| 5.560213
| 5.165556
| 5.46818
| 5.630149
| 5.518165
| 5.672399
| 5.582121
| 5.437587
| 5.123422
| 4.97195
| 5.12587
| 5.066605
| 4.402688
| null | null | null |
Caribbean small states
|
CSS
|
Coastal protection
|
EN.CLC.CSTP.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Control of Corruption: Estimate
|
CC.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Cooling Degree Days
|
EN.CLC.CDDY.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Economic and Social Rights Performance Score
|
SD.ESR.PERF.XQ
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Electricity production from coal sources (% of total)
|
EG.ELC.COAL.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Energy imports, net (% of energy use)
|
EG.IMP.CONS.ZS
| null | null | null | null | null | null | null | null | null | null | null | -81.652196
| -72.326315
| -84.166384
| -106.357032
| -148.973719
| -149.207439
| -155.756219
| -132.915363
| -113.193241
| -119.127087
| -95.067892
| -95.079775
| -87.26499
| -86.485933
| -92.005599
| -81.161018
| -80.480832
| -73.437338
| -65.875075
| -49.497016
| -45.578142
| -35.563108
| -30.947767
| -37.263139
| -35.534434
| -25.994771
| -30.846438
| -25.189841
| -28.525388
| -42.588795
| -35.283855
| -51.082482
| -77.575386
| -81.464384
| -76.069921
| -83.663388
| -78.251999
| -86.600724
| -92.063782
| -87.324088
| -79.829844
| -81.131877
| -78.53042
| -78.410804
| null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Energy intensity level of primary energy (MJ/$2017 PPP GDP)
|
EG.EGY.PRIM.PP.KD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 8.362554
| 8.763287
| 8.739578
| 9.015508
| 8.839296
| 9.411146
| 9.68119
| 9.834829
| 9.225584
| 9.399926
| 9.672026
| 9.671866
| 9.499679
| 9.469615
| 9.751675
| 9.308419
| 8.706186
| 8.599838
| 8.615499
| 8.791055
| 8.063866
| null | null | null |
Caribbean small states
|
CSS
|
Energy use (kg of oil equivalent per capita)
|
EG.USE.PCAP.KG.OE
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1,859.491539
| null | null | null | null | null | null | null | null | null | 3,229.008823
| 3,479.499551
| 3,570.526537
| 3,901.960693
| 3,036.853002
| 3,341.394028
| 3,660.543706
| 3,808.077325
| 4,892.186134
| 4,801.881559
| 5,001.355998
| 4,936.992816
| 4,801.021417
| 4,849.48716
| 4,800.682472
| null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Fertility rate, total (births per woman)
|
SP.DYN.TFRT.IN
| null | 5.627889
| 5.559366
| 5.551831
| 5.535808
| 5.460976
| 5.392708
| 5.285939
| 5.185498
| 5.048905
| 4.933826
| 4.818536
| 4.677137
| 4.486609
| 4.285028
| 4.095228
| 3.92367
| 3.826489
| 3.726197
| 3.644719
| 3.563322
| 3.49681
| 3.433494
| 3.359549
| 3.26822
| 3.20921
| 3.133473
| 3.048363
| 2.967181
| 2.899755
| 2.804536
| 2.793592
| 2.795558
| 2.758464
| 2.705681
| 2.655162
| 2.545274
| 2.521623
| 2.471148
| 2.392348
| 2.285251
| 2.252337
| 2.215327
| 2.184315
| 2.165146
| 2.133186
| 2.111035
| 2.042756
| 2.036568
| 2.011309
| 1.942048
| 1.926137
| 1.905786
| 1.859573
| 1.833452
| 1.827002
| 1.784237
| 1.740201
| 1.711836
| 1.68787
| 1.671289
| null | null | null |
Caribbean small states
|
CSS
|
Food production index (2014-2016 = 100)
|
AG.PRD.FOOD.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Forest area (% of land area)
|
AG.LND.FRST.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 91.385056
| 91.329858
| 91.27466
| 91.219462
| 91.164263
| 91.109065
| 91.053867
| 90.998669
| 90.94347
| 90.888272
| 90.833074
| 90.803179
| 90.773284
| 90.743389
| 90.713494
| 90.683599
| 90.653704
| 90.623809
| 90.593914
| 90.564019
| 90.534124
| 90.460694
| 90.387264
| 90.313835
| 90.240405
| 90.166975
| 90.097048
| 90.037125
| 89.965024
| 89.892825
| 89.820724
| 89.748557
| null | null |
Caribbean small states
|
CSS
|
Fossil fuel energy consumption (% of total)
|
EG.USE.COMM.FO.ZS
| null | null | null | null | null | null | null | null | null | null | null | 93.221361
| 93.899263
| 95.042702
| 94.405369
| 94.276782
| 94.174877
| 94.914122
| 95.196783
| 95.877999
| 95.841351
| 96.035997
| 95.667686
| 95.757828
| 95.555814
| 95.6772
| 95.548904
| 95.245562
| 95.653291
| 95.222548
| 78.324224
| 93.783048
| 94.27459
| 94.26527
| 94.12479
| 94.37857
| 94.919173
| 94.563335
| 95.532962
| 95.901121
| 94.648545
| 95.623522
| 96.390543
| 96.794307
| 86.562111
| 87.54199
| 88.488878
| 88.891797
| 97.010751
| 96.794872
| 97.332976
| 97.175182
| 96.935914
| 96.941179
| 96.904343
| null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
GDP growth (annual %)
|
NY.GDP.MKTP.KD.ZG
| null | 10.094792
| 4.589541
| 3.761896
| 8.729471
| 6.239492
| 7.484078
| 4.447609
| 5.914925
| 5.597413
| 4.50571
| 2.165668
| 7.250229
| -0.603361
| -3.174738
| -1.207077
| 1.20308
| 3.826702
| 5.756503
| 5.175595
| 2.4674
| 0.952214
| 1.013605
| -2.376892
| 1.016216
| 0.102131
| 1.374038
| 1.902557
| 2.237047
| 4.195955
| 0.913066
| 1.376428
| 2.22705
| 2.957737
| 2.790983
| 2.891766
| 3.472585
| 2.993966
| 2.988956
| 4.150537
| 3.750943
| 2.023104
| 3.585871
| 5.614152
| 3.947194
| 3.613358
| 6.786037
| 3.375864
| 1.196641
| -3.559493
| 1.26531
| 1.03911
| 3.43054
| 1.382041
| 2.30307
| 0.208242
| -2.183781
| -0.562515
| 1.604754
| 0.897429
| -9.649945
| 5.878979
| null | null |
Caribbean small states
|
CSS
|
GHG net emissions/removals by LUCF (Mt of CO2 equivalent)
|
EN.CLC.GHGR.MT.CE
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Gini index
|
SI.POV.GINI
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Government Effectiveness: Estimate
|
GE.EST
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Caribbean small states
|
CSS
|
Government expenditure on education, total (% of government expenditure)
|
SE.XPD.TOTL.GB.ZS
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 12.90589
| 13.85188
| 16.353769
| 12.75157
| 12.798
| 16.70002
| 15.12972
| 14.410475
| 13.716215
| 8.92667
| 11.23004
| 14.26386
| 16.07829
| 16.32457
| 13.636205
| 11.73302
| 14.26937
| null | 17.17305
| 19.119381
| 17.552839
| 16.10294
| 18.58193
| 13.914599
| 14.797383
| 15.156736
| 14.376225
| 14.789589
| 14.144723
| 14.177871
| 13.967387
| 11.71627
| 13.72221
| null | null |
Caribbean small states
|
CSS
|
Heat Index 35
|
EN.CLC.HEAT.XD
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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in Data Studio
Global_Environment-Social-And-Governance Dataset
This Dataset contains all verified and authorized Environment, Social and Governance Statistics data in the World
Description
I have collected all data from WORLD-Bank's Data Catalog and also shared this link in the data source section, this dataset is sutitable for various NLP tasks
Data Source
https://datacatalog.worldbank.org/
Dataset Card Authors
Mahadi Hassan
Dataset Card Contact
mahadise01@gmail.com
Linkdin: https://www.linkedin.com/in/mahadise01
Github: https://github.com/Mahadih534
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Size of the auto-converted Parquet files:
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Number of rows:
16,969