Datasets for Fine-tuning LLMs
Collection
39 items
•
Updated
Datasets:
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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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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