Arms imports (SIPRI trend indicator values):MS.MIL.MPRT.KD
Country Name Country Code 2016
1 World WLD 30,967,000,000
2 IDA & IBRD total IBT 18,343,000,000
3 Low & middle income LMY 18,072,000,000
4 Middle income MIC 17,719,000,000
5 IBRD only IBD 14,847,000,000
6 Early-demographic dividend EAR 14,827,000,000
7 Middle East & North Africa MEA 13,384,000,000
8 High income HIC 12,895,000,000
9 Arab World ARB 12,496,000,000
10 Upper middle income UMC 9,573,000,000

Bank capital to assets ratio (%):FB.BNK.CAPA.ZS
Country Name Country Code 2016
1 Maldives MDV 20.95551
2 Serbia SRB 20.7
3 Tonga TON 18.79328
4 Samoa WSM 16.19959
5 Colombia COL 16.0815
6 Armenia ARM 15.67457
7 Bhutan BTN 15.3172
8 Bosnia and Herzegovina BIH 14.69929
9 Rwanda RWA 14.67534
10 Indonesia IDN 14.67462

Bank nonperforming loans to total gross loans (%):FB.AST.NPER.ZS
Country Name Country Code 2016
1 Cyprus CYP 46.95193
2 San Marino SMR 44.21174
3 Greece GRC 36.9948
4 Sierra Leone SLE 30.67
5 Ukraine UKR 30.37284
6 Serbia SRB 20.92
7 Albania ALB 20
8 Ghana GHA 18.77051
9 Burundi BDI 18.53744
10 Croatia HRV 15.89708

Bird species, threatened:EN.BIR.THRD.NO
Country Name Country Code 2016
1 World WLD 4,393
2 IDA & IBRD total IBT 3,345
3 Low & middle income LMY 3,309
4 Middle income MIC 2,710
5 IBRD only IBD 1,966
6 Early-demographic dividend EAR 1,640
7 Upper middle income UMC 1,511
8 IDA total IDA 1,379
9 Late-demographic dividend LTE 1,199
10 Lower middle income LMC 1,199

Broad money (current LCU):FM.LBL.BMNY.CN
Country Name Country Code 2016
1 Indonesia IDN 5,003,254,966,592,600
2 China CHN 155,006,666,873,100
3 Paraguay PRY 82,775,223,819,035
4 Cambodia KHM 58,633,991,798,036
5 Hungary HUN 20,872,693,300,000
6 Nigeria NGA 20,623,797,949,538
7 Kazakhstan KAZ 19,912,578,349,284
8 Uganda UGA 18,971,870,846,669
9 Thailand THA 18,287,713,553,087
10 Pakistan PAK 16,620,731,499,339

Broad money growth (annual %):FM.LBL.BMNY.ZG
Country Name Country Code 2016
1 South Sudan SSD 142.70094
2 Suriname SUR 52.20755
3 Argentina ARG 41.55144
4 Madagascar MDG 20.34525
5 Georgia GEO 20.24352
6 Mongolia MNG 20.16145
7 Cambodia KHM 19.42463
8 Guyana GUY 18.5896
9 Turkey TUR 17.66239
10 Ecuador ECU 17.53544

Business extent of disclosure index (0=less disclosure to 10=more disclosure):IC.BUS.DISC.XQ
Country Name Country Code 2016
1 Azerbaijan AZE 10
2 Bulgaria BGR 10
3 China CHN 10
4 Hong Kong SAR, China HKG 10
5 Indonesia IDN 10
6 Kazakhstan KAZ 10
7 Malaysia MYS 10
8 New Zealand NZL 10
9 Singapore SGP 10
10 Thailand THA 10

Claims on central government (annual growth as % of broad money):FM.AST.CGOV.ZG.M3
Country Name Country Code 2016
1 Argentina ARG 25.51462
2 Lesotho LSO 21.59732
3 Moldova MDA 19.60987
4 South Sudan SSD 16.40551
5 Ukraine UKR 16.19808
6 Algeria DZA 15.83095
7 Saudi Arabia SAU 15.39367
8 Qatar QAT 12.43919
9 Brazil BRA 12.27904
10 Mongolia MNG 12.03548

Claims on other sectors of the domestic economy (annual growth as % of broad money):FM.AST.DOMO.ZG.M3
Country Name Country Code 2016
1 Georgia GEO 26.48455
2 Nepal NPL 22.11389
3 Cambodia KHM 20.87431
4 Turkey TUR 20.84393
5 Nigeria NGA 18.61737
6 Suriname SUR 16.99029
7 Nicaragua NIC 15.98118
8 Mali MLI 14.34434
9 Sweden SWE 14.04243
10 Costa Rica CRI 13.67581

Claims on private sector (annual growth as % of broad money):FM.AST.PRVT.ZG.M3
Country Name Country Code 2016
1 Georgia GEO 26.49128
2 Nepal NPL 21.12805
3 Cambodia KHM 20.89855
4 Turkey TUR 19.7195
5 Nicaragua NIC 15.34272
6 Argentina ARG 15.16899
7 Suriname SUR 15.0259
8 Costa Rica CRI 14.79557
9 Mali MLI 13.98779
10 Nigeria NGA 13.66576

Consumer price index (2010 = 100):FP.CPI.TOTL
Country Name Country Code 2016
1 South Sudan SSD 1,592.3846
2 Iran, Islamic Rep. IRN 309.649
3 Ethiopia ETH 224.2703
4 Angola AGO 216.9943
5 Suriname SUR 216.4723
6 Ghana GHA 210.5338
7 Ukraine UKR 205.7323
8 Guinea GIN 200.7307
9 Nigeria NGA 183.8926
10 Egypt, Arab Rep. EGY 178.4594

Cost of business start-up procedures (% of GNI per capita):IC.REG.COST.PC.ZS
Country Name Country Code 2016
1 South Sudan SSD 422.5
2 Haiti HTI 219.3
3 Central African Republic CAF 209.4
4 Somalia SOM 176.5
5 Djibouti DJI 167
6 Chad TCD 159.8
7 Micronesia, Fed. Sts. FSM 140.4
8 Venezuela, RB VEN 136.4
9 Gambia, The GMB 125.2
10 Zimbabwe ZWE 119.2

Cost of business start-up procedures, female (% of GNI per capita):IC.REG.COST.PC.FE.ZS
Country Name Country Code 2016
1 South Sudan SSD 422.4
2 Haiti HTI 219.3
3 Central African Republic CAF 209.4
4 Somalia SOM 176.5
5 Djibouti DJI 167
6 Chad TCD 159.8
7 Micronesia, Fed. Sts. FSM 140.4
8 Venezuela, RB VEN 136.4
9 Gambia, The GMB 125.2
10 Zimbabwe ZWE 119.2

Cost of business start-up procedures, male (% of GNI per capita):IC.REG.COST.PC.MA.ZS
Country Name Country Code 2016
1 South Sudan SSD 422.4
2 Haiti HTI 219.3
3 Central African Republic CAF 209.4
4 Somalia SOM 176.5
5 Djibouti DJI 167
6 Chad TCD 159.8
7 Micronesia, Fed. Sts. FSM 140.4
8 Venezuela, RB VEN 136.4
9 Gambia, The GMB 125.2
10 Zimbabwe ZWE 119.2

Cost to export, border compliance (US$):IC.EXP.CSBC.CD
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 2,223
2 Congo, Rep. COG 1,975
3 Gabon GAB 1,633
4 Samoa WSM 1,400
5 Venezuela, RB VEN 1,250
6 Tanzania TZA 1,160
7 Syrian Arab Republic SYR 1,113
8 Uruguay URY 1,095
9 Grenada GRD 1,034
10 Iraq IRQ 1,018

Cost to export, documentary compliance (US$):IC.EXP.CSDC.CD
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 2,500
2 Iraq IRQ 1,800
3 Syrian Arab Republic SYR 725
4 Liberia LBR 628
5 Bahamas, The BHS 550
6 Sudan SDN 428
7 Papua New Guinea PNG 375
8 Venezuela, RB VEN 375
9 Algeria DZA 374
10 Somalia SOM 350

Cost to import, border compliance (US$):IC.IMP.CSBC.CD
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 3,039
2 Grenada GRD 1,745
3 Barbados BRB 1,585
4 Congo, Rep. COG 1,581
5 Venezuela, RB VEN 1,500
6 Cameroon CMR 1,407
7 Bahamas, The BHS 1,385
8 Tanzania TZA 1,350
9 Gabon GAB 1,320
10 Bangladesh BGD 1,294

Cost to import, documentary compliance (US$):IC.IMP.CSDC.CD
Country Name Country Code 2016
1 Burundi BDI 1,025
2 Egypt, Arab Rep. EGY 1,000
3 Afghanistan AFG 900
4 Iraq IRQ 900
5 Congo, Dem. Rep. COD 875
6 Cameroon CMR 849
7 Pakistan PAK 786
8 Ethiopia ETH 750
9 Syrian Arab Republic SYR 742
10 Qatar QAT 617

Depth of credit information index (0=low to 8=high):IC.CRD.INFO.XQ
Country Name Country Code 2016
1 Argentina ARG 8
2 Armenia ARM 8
3 Bahrain BHR 8
4 Canada CAN 8
5 China CHN 8
6 Dominican Republic DOM 8
7 Ecuador ECU 8
8 Egypt, Arab Rep. EGY 8
9 Georgia GEO 8
10 Germany DEU 8

Depth of the food deficit (kilocalories per person per day):SN.ITK.DFCT
Country Name Country Code 2016
1 Haiti HTI 546
2 Zambia ZMB 405
3 Central African Republic CAF 380
4 Korea, Dem. People’s Rep. PRK 343
5 Namibia NAM 325
6 Chad TCD 261
7 Zimbabwe ZWE 259
8 Liberia LBR 256
9 Tajikistan TJK 250
10 Tanzania TZA 238

Disbursements on external debt, long-term (DIS, current US$):DT.DIS.DLXF.CD
Country Name Country Code 2016
1 Low & middle income LMY 316,853,726,000
2 Middle income MIC 306,504,723,000
3 Lower middle income LMC 249,906,050,000
4 South Asia SAS 196,769,525,000
5 Pakistan PAK 177,588,183,000
6 Upper middle income UMC 56,598,673,000
7 Sub-Saharan Africa (excluding high income) SSA 31,762,727,000
8 Latin America & Caribbean (excluding high income) LAC 28,703,279,000
9 Europe & Central Asia (excluding high income) ECA 27,626,144,000
10 IDA only IDX 26,603,963,000

Distance to frontier score (0=lowest performance to 100=frontier):IC.BUS.DFRN.XQ
Country Name Country Code 2016
1 New Zealand NZL 87.01
2 Singapore SGP 85.05
3 Denmark DNK 84.87
4 Hong Kong SAR, China HKG 84.21
5 Korea, Rep. KOR 84.07
6 Norway NOR 82.82
7 United Kingdom GBR 82.74
8 United States USA 82.45
9 Sweden SWE 82.13
10 Macedonia, FYR MKD 81.74

Ease of doing business index (1=most business-friendly regulations):IC.BUS.EASE.XQ
Country Name Country Code 2016
1 Somalia SOM 190
2 Eritrea ERI 189
3 Libya LBY 188
4 Venezuela, RB VEN 187
5 South Sudan SSD 186
6 Central African Republic CAF 185
7 Congo, Dem. Rep. COD 184
8 Afghanistan AFG 183
9 Angola AGO 182
10 Haiti HTI 181

Employment to population ratio, 15+, female (%) (modeled ILO estimate):SL.EMP.TOTL.SP.FE.ZS
Country Name Country Code 2016
1 Rwanda RWA 84.007
2 Burundi BDI 83.006
3 Madagascar MDG 81.527
4 Uganda UGA 80.804
5 Nepal NPL 77.439
6 Lao PDR LAO 76.817
7 Malawi MWI 75.469
8 Cambodia KHM 75.394
9 Togo TGO 75.164
10 Burkina Faso BFA 74.964

Employment to population ratio, 15+, male (%) (modeled ILO estimate):SL.EMP.TOTL.SP.MA.ZS
Country Name Country Code 2016
1 Qatar QAT 93.726
2 United Arab Emirates ARE 88.492
3 Madagascar MDG 87.677
4 Burkina Faso BFA 87.176
5 Cambodia KHM 86.57
6 Niger NER 86.496
7 Ethiopia ETH 86.277
8 Uganda UGA 85.335
9 Equatorial Guinea GNQ 85.277
10 Bahrain BHR 84.59

Employment to population ratio, 15+, total (%) (modeled ILO estimate):SL.EMP.TOTL.SP.ZS
Country Name Country Code 2016
1 Madagascar MDG 84.569
2 Qatar QAT 83.869
3 Uganda UGA 83.051
4 Rwanda RWA 82.731
5 Burundi BDI 82.339
6 Burkina Faso BFA 80.941
7 Cambodia KHM 80.739
8 Nepal NPL 80.337
9 Zimbabwe ZWE 78.32
10 Ethiopia ETH 78.236

Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate):SL.EMP.1524.SP.FE.ZS
Country Name Country Code 2016
1 Nepal NPL 71.946
2 Madagascar MDG 71.868
3 Uganda UGA 71.431
4 Iceland ISL 71.427
5 Rwanda RWA 70.082
6 Burkina Faso BFA 69.71
7 Lao PDR LAO 67.631
8 Cambodia KHM 67.178
9 Burundi BDI 66.216
10 Guinea GIN 65.831

Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate):SL.EMP.1524.SP.MA.ZS
Country Name Country Code 2016
1 Burkina Faso BFA 77.093
2 Equatorial Guinea GNQ 76.853
3 Ethiopia ETH 76.674
4 Madagascar MDG 75.501
5 Niger NER 75.295
6 Qatar QAT 73.788
7 Uganda UGA 73.648
8 Cambodia KHM 73.435
9 Nepal NPL 71.001
10 Eritrea ERI 70.973

Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate):SL.EMP.1524.SP.ZS
Country Name Country Code 2016
1 Madagascar MDG 73.681
2 Burkina Faso BFA 73.458
3 Uganda UGA 72.542
4 Nepal NPL 71.477
5 Ethiopia ETH 71.174
6 Cambodia KHM 70.373
7 Iceland ISL 68.013
8 Rwanda RWA 67.827
9 Eritrea ERI 67.457
10 Guinea GIN 63.92

Fish species, threatened:EN.FSH.THRD.NO
Country Name Country Code 2016
1 World WLD 8,124
2 IDA & IBRD total IBT 5,669
3 Low & middle income LMY 5,482
4 Middle income MIC 4,326
5 IBRD only IBD 3,014
6 IDA total IDA 2,655
7 Early-demographic dividend EAR 2,467
8 Upper middle income UMC 2,315
9 High income HIC 2,263
10 Sub-Saharan Africa SSF 2,023

GDP per person employed (constant 2011 PPP $):SL.GDP.PCAP.EM.KD
Country Name Country Code 2016
1 Luxembourg LUX 206,734
2 Qatar QAT 191,231.4
3 Macao SAR, China MAC 163,867.1
4 Ireland IRL 146,229.8
5 Singapore SGP 141,226.6
6 Brunei Darussalam BRN 137,803.7
7 Saudi Arabia SAU 135,183.3
8 Kuwait KWT 130,634.9
9 Norway NOR 126,236.2
10 United States USA 111,711.8

Inflation, consumer prices (annual %):FP.CPI.TOTL.ZG
Country Name Country Code 2016
1 South Sudan SSD 380.7769
2 Suriname SUR 55.48444
3 Angola AGO 34.73616
4 Mozambique MOZ 19.85384
5 Ghana GHA 17.47392
6 Nigeria NGA 15.69685
7 Ukraine UKR 13.89504
8 Haiti HTI 13.83374
9 Egypt, Arab Rep. EGY 13.81464
10 Belarus BLR 11.83658

Interest payments on external debt, long-term (INT, current US$):DT.INT.DLXF.CD
Country Name Country Code 2016
1 Low & middle income LMY 152,786,673,000
2 Middle income MIC 151,376,732,000
3 Upper middle income UMC 112,072,711,000
4 Latin America & Caribbean (excluding high income) LAC 51,224,832,000
5 Europe & Central Asia (excluding high income) ECA 44,912,704,000
6 Lower middle income LMC 39,304,021,000
7 East Asia & Pacific (excluding high income) EAP 28,408,286,000
8 Brazil BRA 17,508,121,000
9 South Asia SAS 16,529,510,000
10 Russian Federation RUS 12,807,616,000

Labor force participation rate for ages 15-24, female (%) (modeled ILO estimate):SL.TLF.ACTI.1524.FE.ZS
Country Name Country Code 2016
1 Iceland ISL 76.56
2 Guinea GIN 74.971
3 Mozambique MOZ 74.874
4 Nepal NPL 74.711
5 Madagascar MDG 74.697
6 Uganda UGA 74.359
7 Ethiopia ETH 74.186
8 Eritrea ERI 73.361
9 Rwanda RWA 72.634
10 Burkina Faso BFA 72.377

Labor force participation rate for ages 15-24, male (%) (modeled ILO estimate):SL.TLF.ACTI.1524.MA.ZS
Country Name Country Code 2016
1 Equatorial Guinea GNQ 87.604
2 Burkina Faso BFA 81.912
3 Ethiopia ETH 80.594
4 Niger NER 80.07
5 Eritrea ERI 79.999
6 Madagascar MDG 77.794
7 Uganda UGA 76.778
8 Nepal NPL 76.001
9 Zimbabwe ZWE 75.735
10 Qatar QAT 74.043

Labor force participation rate for ages 15-24, total (%) (modeled ILO estimate):SL.TLF.ACTI.1524.ZS
Country Name Country Code 2016
1 Ethiopia ETH 77.418
2 Burkina Faso BFA 77.218
3 Eritrea ERI 76.722
4 Madagascar MDG 76.243
5 Uganda UGA 75.571
6 Nepal NPL 75.351
7 Iceland ISL 74.304
8 Guinea GIN 72.159
9 Equatorial Guinea GNQ 71.531
10 Korea, Dem. People’s Rep. PRK 71.356

Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate):SL.TLF.CACT.FE.ZS
Country Name Country Code 2016
1 Rwanda RWA 86.267
2 Burundi BDI 84.613
3 Madagascar MDG 83.827
4 Mozambique MOZ 82.344
5 Uganda UGA 82.333
6 Malawi MWI 81.235
7 Togo TGO 81.046
8 Nepal NPL 79.695
9 Guinea GIN 79.446
10 Zimbabwe ZWE 77.9

Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate):SL.TLF.CACT.MA.ZS
Country Name Country Code 2016
1 Qatar QAT 93.812
2 Equatorial Guinea GNQ 91.893
3 United Arab Emirates ARE 91.086
4 Burkina Faso BFA 90.574
5 Eritrea ERI 90.18
6 Niger NER 89.299
7 Ethiopia ETH 89.061
8 Madagascar MDG 89.055
9 Uganda UGA 87.69
10 Zimbabwe ZWE 87.393

Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate):SL.TLF.CACT.ZS
Country Name Country Code 2016
1 Madagascar MDG 86.413
2 Uganda UGA 84.989
3 Rwanda RWA 84.876
4 Qatar QAT 84.06
5 Eritrea ERI 83.889
6 Burundi BDI 83.677
7 Burkina Faso BFA 83.432
8 Nepal NPL 83.005
9 Ethiopia ETH 82.995
10 Zimbabwe ZWE 82.52

Labor force, female (% of total labor force):SL.TLF.TOTL.FE.ZS
Country Name Country Code 2016
1 Rwanda RWA 54.36766
2 Mozambique MOZ 54.36564
3 Burundi BDI 51.65772
4 Togo TGO 51.18997
5 Lao PDR LAO 50.97765
6 Nepal NPL 50.77752
7 Malawi MWI 50.53004
8 Congo, Dem. Rep. COD 50.09167
9 Ghana GHA 50.04171
10 Lithuania LTU 49.92663

Labor force, total:SL.TLF.TOTL.IN
Country Name Country Code 2016
1 World WLD 3,422,034,524
2 IDA & IBRD total IBT 2,848,242,012
3 Low & middle income LMY 2,838,914,082
4 Middle income MIC 2,557,113,857
5 IBRD only IBD 2,147,793,894
6 Upper middle income UMC 1,357,242,665
7 Early-demographic dividend EAR 1,301,331,106
8 East Asia & Pacific EAS 1,254,800,727
9 Late-demographic dividend LTE 1,249,769,849
10 Lower middle income LMC 1,199,871,192

Labor tax and contributions (% of commercial profits):IC.TAX.LABR.CP.ZS
Country Name Country Code 2016
1 France FRA 53.5
2 Belgium BEL 48.9
3 Italy ITA 43.4
4 Ukraine UKR 43.1
5 Slovak Republic SVK 39.7
6 Belarus BLR 39
7 Estonia EST 38.8
8 Czech Republic CZE 38.4
9 Spain ESP 35.9
10 Sweden SWE 35.4

Land area (sq. km):AG.LND.TOTL.K2
Country Name Country Code 2016
1 World WLD 129,733,173
2 IDA & IBRD total IBT 95,716,398
3 Low & middle income LMY 94,660,036
4 Middle income MIC 81,277,815
5 IBRD only IBD 67,941,107
6 Upper middle income UMC 59,524,885
7 Late-demographic dividend LTE 44,530,502
8 High income HIC 35,073,137
9 OECD members OED 34,403,746
10 Early-demographic dividend EAR 33,107,715

Lending interest rate (%):FR.INR.LEND
Country Name Country Code 2016
1 Brazil BRA 52.21667
2 Argentina ARG 31.2325
3 Kyrgyz Republic KGZ 22.23
4 Mozambique MOZ 21.14779
5 Venezuela, RB VEN 20.775
6 Mongolia MNG 19.74153
7 Sao Tome and Principe STP 19.585
8 Ukraine UKR 19.23717
9 Armenia ARM 17.35671
10 Nigeria NGA 16.86702

Logistics performance index: Ability to track and trace consignments (1=low to 5=high):LP.LPI.TRAC.XQ
Country Name Country Code 2016
1 Sweden SWE 4.377678
2 Austria AUT 4.355787
3 Germany DEU 4.26539
4 Belgium BEL 4.224394
5 United States USA 4.200025
6 Netherlands NLD 4.171777
7 North America NAC 4.150461
8 United Kingdom GBR 4.12957
9 Luxembourg LUX 4.1225
10 Canada CAN 4.100897

Logistics performance index: Competence and quality of logistics services (1=low to 5=high):LP.LPI.LOGS.XQ
Country Name Country Code 2016
1 Germany DEU 4.27905
2 Sweden SWE 4.246615
3 Netherlands NLD 4.21524
4 Austria AUT 4.181863
5 Singapore SGP 4.09353
6 Belgium BEL 4.070602
7 United Kingdom GBR 4.04508
8 United States USA 4.014226
9 Denmark DNK 4.010558
10 Luxembourg LUX 4.01

Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high):LP.LPI.ITRN.XQ
Country Name Country Code 2016
1 Luxembourg LUX 4.235
2 Hong Kong SAR, China HKG 4.054683
3 Belgium BEL 4.050997
4 Sweden SWE 4.003465
5 Singapore SGP 3.956593
6 Netherlands NLD 3.944028
7 United Arab Emirates ARE 3.893777
8 Germany DEU 3.857241
9 Austria AUT 3.850089
10 Ireland IRL 3.825702

Logistics performance index: Efficiency of customs clearance process (1=low to 5=high):LP.LPI.CUST.XQ
Country Name Country Code 2016
1 Singapore SGP 4.178941
2 Germany DEU 4.123067
3 Netherlands NLD 4.122913
4 Finland FIN 4.005364
5 United Kingdom GBR 3.983798
6 Canada CAN 3.952071
7 Hong Kong SAR, China HKG 3.937721
8 Sweden SWE 3.915508
9 Luxembourg LUX 3.9
10 Switzerland CHE 3.879906

Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high):LP.LPI.TIME.XQ
Country Name Country Code 2016
1 Luxembourg LUX 4.795714
2 Germany DEU 4.453368
3 Sweden SWE 4.452816
4 Belgium BEL 4.426187
5 Netherlands NLD 4.413116
6 Singapore SGP 4.395202
7 Austria AUT 4.371814
8 United Kingdom GBR 4.33487
9 Hong Kong SAR, China HKG 4.289687
10 Israel ISR 4.266733

Logistics performance index: Overall (1=low to 5=high):LP.LPI.OVRL.XQ
Country Name Country Code 2016
1 Germany DEU 4.225967
2 Luxembourg LUX 4.219409
3 Sweden SWE 4.204593
4 Netherlands NLD 4.18753
5 Singapore SGP 4.143632
6 Belgium BEL 4.108538
7 Austria AUT 4.097985
8 United Kingdom GBR 4.069669
9 Hong Kong SAR, China HKG 4.069103
10 United States USA 3.992172

Lower secondary school starting age (years):SE.SEC.AGES
Country Name Country Code 2016
1 Namibia NAM 14
2 South Africa ZAF 14
3 Tanzania TZA 14
4 Zambia ZMB 14
5 Afghanistan AFG 13
6 Bhutan BTN 13
7 Botswana BWA 13
8 Burundi BDI 13
9 Denmark DNK 13
10 El Salvador SLV 13

Mammal species, threatened:EN.MAM.THRD.NO
Country Name Country Code 2016
1 World WLD 3,406
2 IDA & IBRD total IBT 2,839
3 Low & middle income LMY 2,809
4 Middle income MIC 2,190
5 IBRD only IBD 1,490
6 Early-demographic dividend EAR 1,381
7 IDA total IDA 1,349
8 Lower middle income LMC 1,134
9 Upper middle income UMC 1,056
10 IDA only IDX 1,035

Methodology assessment of statistical capacity (scale 0 - 100):IQ.SCI.MTHD
Country Name Country Code 2016
1 Armenia ARM 100
2 China CHN 100
3 Hungary HUN 100
4 Mauritius MUS 100
5 Mexico MEX 100
6 Moldova MDA 100
7 Peru PER 100
8 Ukraine UKR 100
9 Argentina ARG 90
10 Belarus BLR 90

Net domestic credit (current LCU):FM.AST.DOMS.CN
Country Name Country Code 2016
1 Indonesia IDN 5,342,727,404,647,590
2 China CHN 160,006,721,141,338
3 Paraguay PRY 67,898,707,787,272
4 Cambodia KHM 47,795,275,481,437
5 Nigeria NGA 26,399,230,677,343
6 Costa Rica CRI 21,328,655,314,225
7 Hungary HUN 20,172,668,100,000
8 Kazakhstan KAZ 18,507,783,243,458
9 Mongolia MNG 18,239,471,690,009
10 Thailand THA 18,192,808,385,056

Net foreign assets (current LCU):FM.AST.NFRG.CN
Country Name Country Code 2016
1 Indonesia IDN 1,297,502,880,361,260
2 Paraguay PRY 35,842,368,566,364
3 Cambodia KHM 29,737,108,698,884
4 China CHN 26,329,449,749,371
5 India IND 23,734,077,474,155
6 Algeria DZA 12,442,712,490,235
7 Uganda UGA 12,040,939,567,782
8 Kazakhstan KAZ 10,879,102,619,604
9 Hungary HUN 8,653,415,927,424
10 Nigeria NGA 8,554,808,241,290

Official exchange rate (LCU per US$, period average):PA.NUS.FCRF
Country Name Country Code 2016
1 Iran, Islamic Rep. IRN 30,914.852
2 Sao Tome and Principe STP 22,148.861
3 Indonesia IDN 13,308.327
4 Belarus BLR 11,793.855
5 Paraguay PRY 5,670.517
6 Cambodia KHM 4,058.695
7 Uganda UGA 3,420.098
8 Madagascar MDG 3,176.539
9 Colombia COL 3,054.122
10 Tanzania TZA 2,177.086

Other taxes payable by businesses (% of commercial profits):IC.TAX.OTHR.CP.ZS
Country Name Country Code 2016
1 Comoros COM 184.4
2 Argentina ARG 108.1
3 Eritrea ERI 74.5
4 Bolivia BOL 64.9
5 Central African Republic CAF 53.5
6 Marshall Islands MHL 53
7 Micronesia, Fed. Sts. FSM 52
8 Mauritania MRT 48.1
9 Gambia, The GMB 44.5
10 Guinea GIN 41.9

Overall level of statistical capacity (scale 0 - 100):IQ.SCI.OVRL
Country Name Country Code 2016
1 Mexico MEX 98.8889
2 Chile CHL 95.55557
3 Moldova MDA 95.55557
4 Peru PER 93.33333
5 Armenia ARM 92.22223
6 El Salvador SLV 92.22223
7 Kazakhstan KAZ 92.22223
8 Mauritius MUS 91.11113
9 Serbia SRB 90
10 Argentina ARG 88.8889

Periodicity and timeliness assessment of statistical capacity (scale 0 - 100):IQ.SCI.PRDC
Country Name Country Code 2016
1 Dominican Republic DOM 100
2 Indonesia IDN 100
3 Peru PER 100
4 Azerbaijan AZE 96.6667
5 Chile CHL 96.6667
6 Colombia COL 96.6667
7 El Salvador SLV 96.6667
8 Kazakhstan KAZ 96.6667
9 Kyrgyz Republic KGZ 96.6667
10 Mexico MEX 96.6667

Plant species (higher), threatened:EN.HPT.THRD.NO
Country Name Country Code 2016
1 World WLD 15,056
2 Low & middle income LMY 12,741
3 IDA & IBRD total IBT 12,723
4 Middle income MIC 10,779
5 IBRD only IBD 8,091
6 Upper middle income UMC 6,808
7 Early-demographic dividend EAR 5,839
8 Latin America & Caribbean LCN 5,108
9 Latin America & Caribbean (excluding high income) LAC 4,876
10 Latin America & the Caribbean (IDA & IBRD countries) TLA 4,799

PPG, bilateral (AMT, current US$):DT.AMT.BLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 40,406,078,000
2 Middle income MIC 39,024,018,000
3 Upper middle income UMC 21,761,522,000
4 Lower middle income LMC 17,262,496,000
5 Sub-Saharan Africa (excluding high income) SSA 10,344,015,000
6 Latin America & Caribbean (excluding high income) LAC 9,193,994,000
7 East Asia & Pacific (excluding high income) EAP 9,095,950,000
8 Angola AGO 6,794,121,000
9 Middle East & North Africa (excluding high income) MNA 5,176,420,000
10 IDA only IDX 4,496,517,000

PPG, bilateral (DIS, current US$):DT.DIS.BLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 48,006,213,000
2 Middle income MIC 44,173,790,000
3 Lower middle income LMC 28,537,059,000
4 Sub-Saharan Africa (excluding high income) SSA 15,740,422,000
5 Upper middle income UMC 15,636,731,000
6 IDA only IDX 11,381,499,000
7 South Asia SAS 9,654,030,000
8 East Asia & Pacific (excluding high income) EAP 8,917,129,000
9 Angola AGO 6,486,626,000
10 India IND 5,391,769,000

PPG, bilateral (INT, current US$):DT.INT.BLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 5,757,044,000
2 Middle income MIC 5,310,169,000
3 Lower middle income LMC 3,362,951,000
4 Upper middle income UMC 1,947,218,000
5 East Asia & Pacific (excluding high income) EAP 1,750,517,000
6 IDA only IDX 1,117,503,000
7 South Asia SAS 1,003,322,000
8 Latin America & Caribbean (excluding high income) LAC 875,431,000
9 Sub-Saharan Africa (excluding high income) SSA 847,142,000
10 Middle East & North Africa (excluding high income) MNA 766,354,000

PPG, multilateral (AMT, current US$):DT.AMT.MLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 37,833,177,000
2 Middle income MIC 36,515,148,000
3 Upper middle income UMC 19,606,804,000
4 Lower middle income LMC 16,908,344,000
5 Latin America & Caribbean (excluding high income) LAC 10,115,728,000
6 Europe & Central Asia (excluding high income) ECA 9,208,068,000
7 South Asia SAS 6,318,055,000
8 East Asia & Pacific (excluding high income) EAP 5,719,132,000
9 India IND 3,864,907,000
10 Middle East & North Africa (excluding high income) MNA 3,833,094,000

PPG, multilateral (DIS, current US$):DT.DIS.MLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 62,109,763,000
2 Middle income MIC 56,731,727,000
3 Lower middle income LMC 36,194,436,000
4 Upper middle income UMC 20,537,291,000
5 Europe & Central Asia (excluding high income) ECA 16,893,772,000
6 IDA only IDX 12,363,438,000
7 Latin America & Caribbean (excluding high income) LAC 11,088,816,000
8 Sub-Saharan Africa (excluding high income) SSA 10,662,160,000
9 South Asia SAS 9,434,137,000
10 Ukraine UKR 9,211,709,000

PPG, multilateral (INT, current US$):DT.INT.MLAT.CD
Country Name Country Code 2016
1 Low & middle income LMY 4,090,953,000
2 Middle income MIC 3,616,410,000
3 Lower middle income LMC 2,412,950,000
4 IDA only IDX 1,337,861,000
5 Upper middle income UMC 1,203,460,000
6 Europe & Central Asia (excluding high income) ECA 1,006,025,000
7 Sub-Saharan Africa (excluding high income) SSA 853,105,000
8 South Asia SAS 767,772,000
9 Middle East & North Africa (excluding high income) MNA 575,685,000
10 East Asia & Pacific (excluding high income) EAP 502,611,000

PPG, official creditors (AMT, current US$):DT.AMT.OFFT.CD
Country Name Country Code 2016
1 Low & middle income LMY 78,239,255,000
2 Middle income MIC 75,539,166,000
3 Upper middle income UMC 41,368,326,000
4 Lower middle income LMC 34,170,840,000
5 Latin America & Caribbean (excluding high income) LAC 19,309,722,000
6 East Asia & Pacific (excluding high income) EAP 14,815,082,000
7 Sub-Saharan Africa (excluding high income) SSA 12,983,115,000
8 Europe & Central Asia (excluding high income) ECA 11,864,269,000
9 South Asia SAS 10,257,553,000
10 Middle East & North Africa (excluding high income) MNA 9,009,514,000

PPG, official creditors (DIS, current US$):DT.DIS.OFFT.CD
Country Name Country Code 2016
1 Low & middle income LMY 110,115,976,000
2 Middle income MIC 100,905,517,000
3 Lower middle income LMC 64,731,495,000
4 Upper middle income UMC 36,174,022,000
5 Sub-Saharan Africa (excluding high income) SSA 26,402,582,000
6 IDA only IDX 23,744,937,000
7 Europe & Central Asia (excluding high income) ECA 21,780,411,000
8 South Asia SAS 19,088,167,000
9 East Asia & Pacific (excluding high income) EAP 16,396,393,000
10 Latin America & Caribbean (excluding high income) LAC 16,003,739,000

PPG, official creditors (INT, current US$):DT.INT.OFFT.CD
Country Name Country Code 2016
1 Low & middle income LMY 9,847,997,000
2 Middle income MIC 8,926,579,000
3 Lower middle income LMC 5,775,901,000
4 Upper middle income UMC 3,150,678,000
5 IDA only IDX 2,455,364,000
6 East Asia & Pacific (excluding high income) EAP 2,253,128,000
7 South Asia SAS 1,771,094,000
8 Sub-Saharan Africa (excluding high income) SSA 1,700,247,000
9 Europe & Central Asia (excluding high income) ECA 1,520,303,000
10 Middle East & North Africa (excluding high income) MNA 1,342,039,000

Preprimary education, duration (years):SE.PRE.DURS
Country Name Country Code 2016
1 Afghanistan AFG 4
2 Bulgaria BGR 4
3 Central Europe and the Baltics CEB 4
4 Croatia HRV 4
5 Denmark DNK 4
6 Estonia EST 4
7 Europe & Central Asia (IDA & IBRD countries) TEC 4
8 Finland FIN 4
9 Gambia, The GMB 4
10 Hungary HUN 4

Presence of peace keepers (number of troops, police, and military observers in mandate):VC.PKP.TOTL.UN
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 18,753
2 South Sudan SSD 12,816
3 Central African Republic CAF 12,135
4 Mali MLI 12,057
5 Lebanon LBN 10,541
6 Haiti HTI 4,828
7 Cote d’Ivoire CIV 2,622
8 Liberia LBR 1,712
9 Syrian Arab Republic SYR 829
10 Somalia SOM 591

Primary education, duration (years):SE.PRM.DURS
Country Name Country Code 2016
1 Ireland IRL 8
2 Antigua and Barbuda ATG 7
3 Australia AUS 7
4 Bhutan BTN 7
5 Botswana BWA 7
6 British Virgin Islands VGB 7
7 Dominica DMA 7
8 Grenada GRD 7
9 Iceland ISL 7
10 Lesotho LSO 7

Primary school starting age (years):SE.PRM.AGES
Country Name Country Code 2016
1 Afghanistan AFG 7
2 Bulgaria BGR 7
3 Burundi BDI 7
4 Croatia HRV 7
5 Denmark DNK 7
6 El Salvador SLV 7
7 Equatorial Guinea GNQ 7
8 Eritrea ERI 7
9 Estonia EST 7
10 Ethiopia ETH 7

Principal repayments on external debt, long-term (AMT, current US$):DT.AMT.DLXF.CD
Country Name Country Code 2016
1 Low & middle income LMY 565,205,007,000
2 Middle income MIC 560,508,536,000
3 Upper middle income UMC 436,772,553,000
4 Europe & Central Asia (excluding high income) ECA 201,372,788,000
5 Latin America & Caribbean (excluding high income) LAC 178,670,426,000
6 Lower middle income LMC 123,735,983,000
7 East Asia & Pacific (excluding high income) EAP 95,677,660,000
8 Brazil BRA 88,983,358,000
9 Turkey TUR 55,151,718,000
10 Russian Federation RUS 53,062,143,000

Private credit bureau coverage (% of adults):IC.CRD.PRVT.ZS
Country Name Country Code 2016
1 Argentina ARG 100
2 Australia AUS 100
3 Canada CAN 100
4 Costa Rica CRI 100
5 Croatia HRV 100
6 Germany DEU 100
7 Hong Kong SAR, China HKG 100
8 Iceland ISL 100
9 Ireland IRL 100
10 Italy ITA 100

Procedures to build a warehouse (number):IC.WRH.PROC
Country Name Country Code 2016
1 India IND 35.1
2 Guinea GIN 27
3 Moldova MDA 27
4 Tajikistan TJK 27
5 El Salvador SLV 24
6 Philippines PHL 24
7 Cote d’Ivoire CIV 23
8 Kuwait KWT 23
9 South Sudan SSD 23
10 Uzbekistan UZB 23

Procedures to register property (number):IC.PRP.PROC
Country Name Country Code 2016
1 Brazil BRA 13.6
2 Nigeria NGA 12.1
3 Eritrea ERI 11
4 Algeria DZA 10
5 Greece GRC 10
6 Liberia LBR 10
7 Solomon Islands SLB 10
8 Uganda UGA 10
9 Afghanistan AFG 9
10 Belize BLZ 9

Profit tax (% of commercial profits):IC.TAX.PRFT.CP.ZS
Country Name Country Code 2016
1 Palau PLW 65.8
2 Equatorial Guinea GNQ 53
3 Cameroon CMR 38.9
4 Liberia LBR 35.4
5 Bhutan BTN 33.9
6 Malta MLT 32.4
7 Comoros COM 32.1
8 Chad TCD 31.3
9 Honduras HND 31.1
10 Mozambique MOZ 30.8

Proportion of seats held by women in national parliaments (%):SG.GEN.PARL.ZS
Country Name Country Code 2016
1 Rwanda RWA 63.8
2 Bolivia BOL 53.1
3 Cuba CUB 48.9
4 Iceland ISL 47.6
5 Sweden SWE 43.6
6 Senegal SEN 42.7
7 Mexico MEX 42.4
8 South Africa ZAF 41.8
9 Ecuador ECU 41.6
10 Finland FIN 41.5

Public credit registry coverage (% of adults):IC.CRD.PUBL.ZS
Country Name Country Code 2016
1 Portugal PRT 100
2 Seychelles SYC 100
3 Uruguay URY 100
4 Belgium BEL 95.3
5 China CHN 91.1
6 Latvia LVA 84.9
7 Mauritius MUS 83.3
8 Turkey TUR 76.6
9 Belarus BLR 70.1
10 Bulgaria BGR 66.9

Ratio of female to male labor force participation rate (%) (modeled ILO estimate):SL.TLF.CACT.FM.ZS
Country Name Country Code 2016
1 Mozambique MOZ 109.09235
2 Rwanda RWA 103.59167
3 Burundi BDI 102.31318
4 Lao PDR LAO 100.51932
5 Malawi MWI 100.44265
6 Togo TGO 100.43372
7 Congo, Dem. Rep. COD 98.11857
8 Papua New Guinea PNG 97.87015
9 Ghana GHA 96.12831
10 Benin BEN 95.32397

Secondary education, duration (years):SE.SEC.DURS
Country Name Country Code 2016
1 Germany DEU 9
2 Slovak Republic SVK 9
3 Austria AUT 8
4 Bosnia and Herzegovina BIH 8
5 Bulgaria BGR 8
6 Central Europe and the Baltics CEB 8
7 Croatia HRV 8
8 Czech Republic CZE 8
9 Hungary HUN 8
10 Italy ITA 8

Secure Internet servers:IT.NET.SECR
Country Name Country Code 2016
1 World WLD 1,590,393
2 High income HIC 1,443,573
3 OECD members OED 1,414,662
4 Post-demographic dividend PST 1,381,328
5 Europe & Central Asia ECS 593,033
6 North America NAC 570,454
7 United States USA 524,550
8 European Union EUU 509,512
9 East Asia & Pacific EAS 354,008
10 Euro area EMU 337,003

Secure Internet servers (per 1 million people):IT.NET.SECR.P6
Country Name Country Code 2016
1 Gibraltar GIB 11,937.5
2 Liechtenstein LIE 10,921.053
3 British Virgin Islands VGB 9,064.516
4 Isle of Man IMN 4,590.909
5 Monaco MCO 4,289.474
6 Iceland ISL 3,174.174
7 Switzerland CHE 3,070.154
8 Netherlands NLD 2,910.364
9 Luxembourg LUX 2,662.045
10 Korea, Rep. KOR 2,219.399

Source data assessment of statistical capacity (scale 0 - 100):IQ.SCI.SRCE
Country Name Country Code 2016
1 Albania ALB 100
2 Armenia ARM 100
3 Chile CHL 100
4 Egypt, Arab Rep. EGY 100
5 El Salvador SLV 100
6 Mexico MEX 100
7 Mongolia MNG 100
8 Philippines PHL 100
9 Serbia SRB 100
10 Uruguay URY 100

Start-up procedures to register a business (number):IC.REG.PROC
Country Name Country Code 2016
1 Venezuela, RB VEN 20
2 Equatorial Guinea GNQ 17
3 Philippines PHL 16
4 Argentina ARG 14
5 Bolivia BOL 14
6 Ethiopia ETH 14
7 Eritrea ERI 13
8 India IND 13
9 Saudi Arabia SAU 13
10 South Sudan SSD 13

Start-up procedures to register a business, female (number):IC.REG.PROC.FE
Country Name Country Code 2016
1 Venezuela, RB VEN 20
2 Equatorial Guinea GNQ 17
3 Philippines PHL 16
4 Saudi Arabia SAU 15
5 Argentina ARG 14
6 Bolivia BOL 14
7 Ethiopia ETH 14
8 Suriname SUR 14
9 Eritrea ERI 13
10 Kuwait KWT 13

Start-up procedures to register a business, male (number):IC.REG.PROC.MA
Country Name Country Code 2016
1 Venezuela, RB VEN 20
2 Equatorial Guinea GNQ 17
3 Philippines PHL 16
4 Argentina ARG 14
5 Bolivia BOL 14
6 Ethiopia ETH 14
7 Eritrea ERI 13
8 South Sudan SSD 13
9 Suriname SUR 13
10 Uganda UGA 13

Surface area (sq. km):AG.SRF.TOTL.K2
Country Name Country Code 2016
1 World WLD 134,325,130
2 IDA & IBRD total IBT 98,489,577
3 Low & middle income LMY 97,418,321
4 Middle income MIC 82,946,835
5 IBRD only IBD 69,868,050
6 Upper middle income UMC 60,997,434
7 Late-demographic dividend LTE 45,769,159
8 High income HIC 36,906,810
9 OECD members OED 36,263,444
10 Early-demographic dividend EAR 34,105,563

Tax payments (number):IC.TAX.PAYM
Country Name Country Code 2016
1 Venezuela, RB VEN 70
2 Cote d’Ivoire CIV 63
3 Nigeria NGA 59
4 Senegal SEN 58
5 Antigua and Barbuda ATG 57
6 Benin BEN 57
7 Guinea GIN 57
8 Central African Republic CAF 56
9 Chad TCD 54
10 Tanzania TZA 53

Time required to build a warehouse (days):IC.WRH.DURS
Country Name Country Code 2016
1 Cambodia KHM 652
2 Cyprus CYP 507
3 Barbados BRB 442
4 Venezuela, RB VEN 434
5 Brazil BRA 425.7
6 Afghanistan AFG 356
7 Cote d’Ivoire CIV 347
8 Argentina ARG 341
9 Gabon GAB 329
10 Bolivia BOL 322

Time required to enforce a contract (days):IC.LGL.DURS
Country Name Country Code 2016
1 Guinea-Bissau GNB 1,715
2 Suriname SUR 1,715
3 Afghanistan AFG 1,642
4 Greece GRC 1,580
5 Bangladesh BGD 1,442
6 India IND 1,420
7 Guatemala GTM 1,402
8 Barbados BRB 1,340
9 Trinidad and Tobago TTO 1,340
10 Sri Lanka LKA 1,318

Time required to get electricity (days):IC.ELC.TIME
Country Name Country Code 2016
1 Liberia LBR 465
2 Guinea-Bissau GNB 455
3 Madagascar MDG 450
4 Bangladesh BGD 428.9
5 Ukraine UKR 281
6 Hungary HUN 257
7 Venezuela, RB VEN 208
8 Nigeria NGA 195.2
9 Romania ROU 182
10 Pakistan PAK 180.7

Time required to register property (days):IC.PRP.DURS
Country Name Country Code 2016
1 Kiribati KIR 513
2 Haiti HTI 312
3 Brunei Darussalam BRN 298
4 Togo TGO 283
5 Afghanistan AFG 250
6 Bangladesh BGD 244
7 St. Kitts and Nevis KNA 224
8 Puerto Rico PRI 191
9 Angola AGO 190
10 Somalia SOM 188

Time required to start a business (days):IC.REG.DURS
Country Name Country Code 2016
1 Venezuela, RB VEN 230
2 Equatorial Guinea GNQ 134
3 Cambodia KHM 99
4 Haiti HTI 97
5 Zimbabwe ZWE 91
6 Suriname SUR 84.5
7 Eritrea ERI 84
8 Brazil BRA 79.5
9 Somalia SOM 70
10 Lao PDR LAO 67

Time required to start a business, female (days):IC.REG.DURS.FE
Country Name Country Code 2016
1 Venezuela, RB VEN 230
2 Equatorial Guinea GNQ 134
3 Cambodia KHM 99
4 Haiti HTI 97
5 Zimbabwe ZWE 91
6 Suriname SUR 85
7 Eritrea ERI 84
8 Brazil BRA 79.5
9 Somalia SOM 70
10 Lao PDR LAO 67

Time required to start a business, male (days):IC.REG.DURS.MA
Country Name Country Code 2016
1 Venezuela, RB VEN 230
2 Equatorial Guinea GNQ 134
3 Cambodia KHM 99
4 Haiti HTI 97
5 Zimbabwe ZWE 91
6 Eritrea ERI 84
7 Suriname SUR 84
8 Brazil BRA 79.5
9 Somalia SOM 70
10 Lao PDR LAO 67

Time to export, border compliance (hours):IC.EXP.TMBC
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 515
2 Venezuela, RB VEN 288
3 Congo, Rep. COG 276
4 Angola AGO 240
5 Cameroon CMR 202
6 Liberia LBR 193
7 Sudan SDN 162
8 Zambia ZMB 148
9 South Sudan SSD 146
10 Myanmar MMR 144

Time to export, documentary compliance (hours):IC.EXP.TMDC
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 698
2 Venezuela, RB VEN 528
3 Iraq IRQ 504
4 Afghanistan AFG 228
5 Lao PDR LAO 216
6 Guyana GUY 200
7 Bolivia BOL 192
8 South Sudan SSD 192
9 Sudan SDN 190
10 Liberia LBR 186

Time to import, border compliance (hours):IC.IMP.TMBC
Country Name Country Code 2016
1 Congo, Dem. Rep. COD 588
2 Tanzania TZA 402
3 Congo, Rep. COG 397
4 Algeria DZA 327
5 Nigeria NGA 284
6 India IND 283
7 Angola AGO 276
8 Cameroon CMR 271
9 Chad TCD 242
10 Egypt, Arab Rep. EGY 240

Time to import, documentary compliance (hours):IC.IMP.TMDC
Country Name Country Code 2016
1 Venezuela, RB VEN 1,090
2 South Sudan SSD 360
3 Afghanistan AFG 324
4 Iran, Islamic Rep. IRN 270
5 Egypt, Arab Rep. EGY 265
6 Algeria DZA 249
7 Equatorial Guinea GNQ 240
8 Tanzania TZA 240
9 Congo, Dem. Rep. COD 216
10 Lao PDR LAO 216

Time to prepare and pay taxes (hours):IC.TAX.DURS
Country Name Country Code 2016
1 Brazil BRA 2,038
2 Bolivia BOL 1,025
3 Nigeria NGA 907.9
4 Libya LBY 889
5 Venezuela, RB VEN 792
6 Chad TCD 766
7 Mauritania MRT 724
8 Ecuador ECU 664
9 Cameroon CMR 630
10 Congo, Rep. COG 602

Time to resolve insolvency (years):IC.ISV.DURS
Country Name Country Code 2016
1 Sao Tome and Principe STP 6.2
2 Cambodia KHM 6
3 Ecuador ECU 5.3
4 Micronesia, Fed. Sts. FSM 5.3
5 Burundi BDI 5
6 Gabon GAB 5
7 Myanmar MMR 5
8 Niger NER 5
9 Suriname SUR 5
10 Vietnam VNM 5

Total tax rate (% of commercial profits):IC.TAX.TOTL.CP.ZS
Country Name Country Code 2016
1 Comoros COM 216.5
2 Argentina ARG 106
3 Bolivia BOL 83.7
4 Eritrea ERI 83.7
5 Equatorial Guinea GNQ 79.4
6 Palau PLW 75.4
7 Central African Republic CAF 73.3
8 Mauritania MRT 71.3
9 Colombia COL 69.8
10 Brazil BRA 68.4

Unemployment, female (% of female labor force) (modeled ILO estimate):SL.UEM.TOTL.FE.ZS
Country Name Country Code 2016
1 Gambia, The GMB 38.441
2 Oman OMN 36.75
3 Syrian Arab Republic SYR 32.971
4 Solomon Islands SLB 32.836
5 Lesotho LSO 31.787
6 South Africa ZAF 28.53
7 Greece GRC 28.453
8 Yemen, Rep. YEM 28.374
9 Libya LBY 28.341
10 Namibia NAM 28.009

Unemployment, male (% of male labor force) (modeled ILO estimate):SL.UEM.TOTL.MA.ZS
Country Name Country Code 2016
1 Solomon Islands SLB 30.266
2 Bosnia and Herzegovina BIH 27.878
3 Macedonia, FYR MKD 27.213
4 West Bank and Gaza PSE 24.173
5 South Africa ZAF 23.836
6 Lesotho LSO 23.8
7 Swaziland SWZ 23.716
8 Namibia NAM 23.266
9 Mozambique MOZ 22.228
10 Gambia, The GMB 21.641

Unemployment, total (% of total labor force) (modeled ILO estimate):SL.UEM.TOTL.ZS
Country Name Country Code 2016
1 Solomon Islands SLB 31.426
2 Gambia, The GMB 29.695
3 Lesotho LSO 27.423
4 Macedonia, FYR MKD 26.728
5 South Africa ZAF 25.927
6 Bosnia and Herzegovina BIH 25.761
7 Namibia NAM 25.588
8 Swaziland SWZ 25.281
9 West Bank and Gaza PSE 24.939
10 Mozambique MOZ 24.368

Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate):SL.UEM.1524.FE.ZS
Country Name Country Code 2016
1 Oman OMN 81.046
2 Libya LBY 66.027
3 Syrian Arab Republic SYR 65.997
4 Bosnia and Herzegovina BIH 65.654
5 Iraq IRQ 64.59
6 Saudi Arabia SAU 58.113
7 South Africa ZAF 57.307
8 Jordan JOR 56.145
9 French Polynesia PYF 56.045
10 Namibia NAM 55.596

Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate):SL.UEM.1524.MA.ZS
Country Name Country Code 2016
1 Bosnia and Herzegovina BIH 68.604
2 Swaziland SWZ 51.55
3 Macedonia, FYR MKD 50.9
4 South Africa ZAF 48.383
5 French Polynesia PYF 47.262
6 Solomon Islands SLB 45.392
7 Namibia NAM 45.07
8 Greece GRC 42.611
9 Spain ESP 42.585
10 Mozambique MOZ 42.192

Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate):SL.UEM.1524.ZS
Country Name Country Code 2016
1 Bosnia and Herzegovina BIH 67.609
2 Swaziland SWZ 52.847
3 South Africa ZAF 52.288
4 French Polynesia PYF 50.775
5 Oman OMN 50.767
6 Namibia NAM 49.885
7 Macedonia, FYR MKD 49.504
8 Greece GRC 48.177
9 Libya LBY 48.124
10 Solomon Islands SLB 47.528

Burden of customs procedure, WEF (1=extremely inefficient to 7=extremely efficient):IQ.WEF.CUST.XQ
Country Name Country Code 2016
1 Hong Kong SAR, China HKG 6.2
2 Singapore SGP 6.2
3 United Arab Emirates ARE 6
4 Finland FIN 5.9
5 New Zealand NZL 5.9
6 Ireland IRL 5.7
7 Luxembourg LUX 5.6
8 Georgia GEO 5.5
9 Netherlands NLD 5.5
10 Qatar QAT 5.4

Interest payments on external debt, private nonguaranteed (PNG) (INT, current US$):DT.INT.DPNG.CD
Country Name Country Code 2016
1 Low & middle income LMY 93,555,124,000
2 Middle income MIC 93,394,471,000
3 Upper middle income UMC 72,466,243,000
4 Europe & Central Asia (excluding high income) ECA 32,364,496,000
5 Latin America & Caribbean (excluding high income) LAC 28,579,521,000
6 Lower middle income LMC 20,928,228,000
7 East Asia & Pacific (excluding high income) EAP 19,357,597,000
8 Brazil BRA 13,164,674,000
9 South Asia SAS 11,144,010,000
10 China CHN 10,688,661,000

Liner shipping connectivity index (maximum value in 2004 = 100):IS.SHP.GCNW.XQ
Country Name Country Code 2016
1 China CHN 167.48
2 Singapore SGP 122.7
3 Korea, Rep. KOR 115.61
4 Malaysia MYS 106.79
5 Hong Kong SAR, China HKG 101.02
6 United States USA 98.7
7 Germany DEU 97.75
8 United Kingdom GBR 97.23
9 Netherlands NLD 95.73
10 Belgium BEL 88.64

PPG, bonds (INT, current US$):DT.INT.PBND.CD
Country Name Country Code 2016
1 Low & middle income LMY 40,149,940,000
2 Middle income MIC 39,935,542,000
3 Upper middle income UMC 30,214,966,000
4 Latin America & Caribbean (excluding high income) LAC 18,721,181,000
5 Lower middle income LMC 9,720,576,000
6 Europe & Central Asia (excluding high income) ECA 7,478,502,000
7 East Asia & Pacific (excluding high income) EAP 6,593,525,000
8 Mexico MEX 5,691,181,000
9 Indonesia IDN 4,508,980,000
10 Sub-Saharan Africa (excluding high income) SSA 3,940,504,000

PPG, commercial banks (AMT, current US$):DT.AMT.PCBK.CD
Country Name Country Code 2016
1 Low & middle income LMY 57,799,854,000
2 Middle income MIC 57,109,753,000
3 Upper middle income UMC 47,076,402,000
4 Europe & Central Asia (excluding high income) ECA 28,711,676,000
5 Russian Federation RUS 24,830,218,000
6 Latin America & Caribbean (excluding high income) LAC 10,667,693,000
7 Lower middle income LMC 10,033,351,000
8 East Asia & Pacific (excluding high income) EAP 7,651,568,000
9 South Asia SAS 6,782,557,000
10 India IND 6,442,625,000

PPG, commercial banks (DIS, current US$):DT.DIS.PCBK.CD
Country Name Country Code 2016
1 Low & middle income LMY 195,278,921,000
2 Middle income MIC 194,856,730,000
3 Lower middle income LMC 180,163,747,000
4 South Asia SAS 176,664,076,000
5 Pakistan PAK 175,577,158,000
6 Upper middle income UMC 14,692,983,000
7 Latin America & Caribbean (excluding high income) LAC 9,785,813,000
8 Argentina ARG 4,141,566,000
9 Europe & Central Asia (excluding high income) ECA 3,727,703,000
10 Brazil BRA 3,373,844,000

PPG, commercial banks (INT, current US$):DT.INT.PCBK.CD
Country Name Country Code 2016
1 Low & middle income LMY 8,852,681,000
2 Middle income MIC 8,779,173,000
3 Upper middle income UMC 5,960,703,000
4 Europe & Central Asia (excluding high income) ECA 3,534,148,000
5 Russian Federation RUS 3,259,260,000
6 Lower middle income LMC 2,818,470,000
7 Latin America & Caribbean (excluding high income) LAC 2,416,982,000
8 South Asia SAS 2,367,757,000
9 Pakistan PAK 2,053,090,000
10 Brazil BRA 1,424,254,000

PPG, other private creditors (AMT, current US$):DT.AMT.PROP.CD
Country Name Country Code 2016
1 Low & middle income LMY 6,319,170,000
2 Middle income MIC 6,010,460,000
3 East Asia & Pacific (excluding high income) EAP 4,171,763,000
4 Lower middle income LMC 3,694,414,000
5 Indonesia IDN 3,224,941,000
6 Upper middle income UMC 2,316,046,000
7 China CHN 899,705,000
8 Latin America & Caribbean (excluding high income) LAC 877,802,000
9 Sub-Saharan Africa (excluding high income) SSA 837,023,000
10 Colombia COL 471,698,000

PPG, other private creditors (DIS, current US$):DT.DIS.PROP.CD
Country Name Country Code 2016
1 Low & middle income LMY 4,806,289,000
2 Middle income MIC 4,090,269,000
3 Lower middle income LMC 3,503,938,000
4 East Asia & Pacific (excluding high income) EAP 2,913,402,000
5 Indonesia IDN 2,837,115,000
6 Sub-Saharan Africa (excluding high income) SSA 1,391,446,000
7 IDA only IDX 1,253,419,000
8 Low income LIC 716,020,000
9 Ethiopia ETH 710,757,000
10 Upper middle income UMC 586,331,000

PPG, other private creditors (INT, current US$):DT.INT.PROP.CD
Country Name Country Code 2016
1 Low & middle income LMY 380,931,000
2 Middle income MIC 340,967,000
3 Upper middle income UMC 280,121,000
4 Latin America & Caribbean (excluding high income) LAC 245,962,000
5 Brazil BRA 146,491,000
6 Mexico MEX 87,145,000
7 Sub-Saharan Africa (excluding high income) SSA 77,065,000
8 IDA only IDX 75,192,000
9 Lower middle income LMC 60,846,000
10 Low income LIC 39,964,000

PPG, private creditors (AMT, current US$):DT.AMT.PRVT.CD
Country Name Country Code 2016
1 Low & middle income LMY 100,548,553,000
2 Middle income MIC 99,549,742,000
3 Upper middle income UMC 81,519,947,000
4 Europe & Central Asia (excluding high income) ECA 35,368,607,000
5 Latin America & Caribbean (excluding high income) LAC 27,866,878,000
6 Russian Federation RUS 25,115,880,000
7 East Asia & Pacific (excluding high income) EAP 19,153,903,000
8 Lower middle income LMC 18,029,795,000
9 Mexico MEX 14,587,385,000
10 South Asia SAS 8,634,070,000

PPG, private creditors (DIS, current US$):DT.DIS.PRVT.CD
Country Name Country Code 2016
1 Low & middle income LMY 205,752,493,000
2 Middle income MIC 204,614,282,000
3 Lower middle income LMC 185,138,557,000
4 South Asia SAS 177,669,567,000
5 Pakistan PAK 175,577,158,000
6 Upper middle income UMC 19,475,725,000
7 Latin America & Caribbean (excluding high income) LAC 12,664,793,000
8 Argentina ARG 5,944,401,000
9 Europe & Central Asia (excluding high income) ECA 5,832,671,000
10 Sub-Saharan Africa (excluding high income) SSA 4,434,488,000

PPG, private creditors (INT, current US$):DT.INT.PRVT.CD
Country Name Country Code 2016
1 Low & middle income LMY 49,383,552,000
2 Middle income MIC 49,055,682,000
3 Upper middle income UMC 36,455,790,000
4 Latin America & Caribbean (excluding high income) LAC 21,384,125,000
5 Lower middle income LMC 12,599,892,000
6 Europe & Central Asia (excluding high income) ECA 11,027,905,000
7 East Asia & Pacific (excluding high income) EAP 6,797,561,000
8 Mexico MEX 6,350,333,000
9 Indonesia IDN 4,590,636,000
10 Brazil BRA 4,275,609,000

Principal repayments on external debt, private nonguaranteed (PNG) (AMT, current US$):DT.AMT.DPNG.CD
Country Name Country Code 2016
1 Low & middle income LMY 386,417,199,000
2 Middle income MIC 385,419,628,000
3 Upper middle income UMC 313,884,280,000
4 Europe & Central Asia (excluding high income) ECA 154,139,912,000
5 Latin America & Caribbean (excluding high income) LAC 131,493,826,000
6 Brazil BRA 77,952,768,000
7 Lower middle income LMC 71,535,348,000
8 East Asia & Pacific (excluding high income) EAP 61,708,675,000
9 Turkey TUR 45,998,979,000
10 Kazakhstan KAZ 34,012,731,000

Quality of port infrastructure, WEF (1=extremely underdeveloped to 7=well developed and efficient by international standards):IQ.WEF.PORT.XQ
Country Name Country Code 2016
1 Netherlands NLD 6.8
2 Singapore SGP 6.7
3 United Arab Emirates ARE 6.5
4 Finland FIN 6.4
5 Hong Kong SAR, China HKG 6.4
6 Belgium BEL 6.3
7 Panama PAN 6.3
8 Iceland ISL 6
9 Denmark DNK 5.8
10 Spain ESP 5.7

Deposit interest rate (%):FR.INR.DPST
Country Name Country Code 2016
1 Argentina ARG 24.27999
2 Venezuela, RB VEN 15.085
3 Turkey TUR 14.61
4 Mongolia MNG 13.2717
5 Uganda UGA 13.2388
6 Brazil BRA 12.44576
7 Armenia ARM 11.61566
8 Ukraine UKR 11.48576
9 Mozambique MOZ 10.75077
10 Moldova MDA 10.72602

Interest rate spread (lending rate minus deposit rate, %):FR.INR.LNDP
Country Name Country Code 2016
1 Brazil BRA 39.7709
2 Kyrgyz Republic KGZ 19.9297
3 Sao Tome and Principe STP 15.45083
4 Timor-Leste TLS 13.46544
5 Guyana GUY 11.83333
6 Uruguay URY 10.60452
7 Lesotho LSO 10.46917
8 Mozambique MOZ 10.39703
9 Nicaragua NIC 10.33603
10 Bhutan BTN 10.15

Lead time to export, median case (days):LP.EXP.DURS.MD
Country Name Country Code 2016
1 Iraq IRQ 39
2 Moldova MDA 25
3 Chad TCD 22
4 Uzbekistan UZB 18
5 Angola AGO 14
6 Mauritania MRT 13
7 Bolivia BOL 12
8 Congo, Rep. COG 12
9 Libya LBY 11
10 Sudan SDN 11

Lead time to import, median case (days):LP.IMP.DURS.MD
Country Name Country Code 2016
1 Mauritania MRT 32
2 Moldova MDA 32
3 Chad TCD 24
4 Uzbekistan UZB 20
5 Burundi BDI 15
6 Angola AGO 14
7 Bolivia BOL 13
8 Congo, Rep. COG 12
9 Niger NER 12
10 Sudan SDN 12

Real effective exchange rate index (2010 = 100):PX.REX.REER
Country Name Country Code 2016
1 Venezuela, RB VEN 721.3399
2 Central African Republic CAF 220.3097
3 Bolivia BOL 150.2424
4 Solomon Islands SLB 133.2854
5 Congo, Dem. Rep. COD 132.3602
6 Trinidad and Tobago TTO 128.9567
7 Iceland ISL 128.7916
8 Sierra Leone SLE 128.4656
9 China CHN 124.1864
10 Papua New Guinea PNG 123.4641

Risk premium on lending (lending rate minus treasury bill rate, %):FR.INR.RISK
Country Name Country Code 2016
1 Brazil BRA 38.754558
2 Guyana GUY 11.147833
3 Belize BLZ 9.805407
4 Armenia ARM 7.525504
5 Maldives MDV 7.264707
6 Bangladesh BGD 7.020242
7 Kosovo XKX 7.01069
8 Algeria DZA 6.805
9 Nigeria NGA 6.752731
10 Mozambique MOZ 6.049458

Compulsory education, duration (years):SE.COM.DURS
Country Name Country Code 2016
1 Ecuador ECU 15
2 Venezuela, RB VEN 15
3 Bolivia BOL 14
4 Brazil BRA 14
5 Curacao CUW 14
6 Mexico MEX 14
7 Sint Maarten (Dutch part) SXM 14
8 Uruguay URY 14
9 Argentina ARG 13
10 Aruba ABW 13

International tourism, number of arrivals:ST.INT.ARVL
Country Name Country Code 2016
1 Germany DEU 35,555,000
2 Thailand THA 32,588,000
3 Hong Kong SAR, China HKG 26,553,000
4 Korea, Rep. KOR 17,242,000
5 Macao SAR, China MAC 15,703,600
6 Ukraine UKR 13,333,000
7 Vietnam VNM 10,013,000
8 Czech Republic CZE 9,288,000
9 Georgia GEO 6,351,000
10 Philippines PHL 5,967,000

Arms exports (SIPRI trend indicator values):MS.MIL.XPRT.KD
Country Name Country Code 2016
1 OECD members OED 21,412,000,000
2 High income HIC 21,205,000,000
3 Post-demographic dividend PST 20,531,000,000
4 Europe & Central Asia ECS 16,584,000,000
5 North America NAC 10,021,000,000
6 United States USA 9,894,000,000
7 IDA & IBRD total IBT 9,850,000,000
8 Low & middle income LMY 9,847,000,000
9 Middle income MIC 9,847,000,000
10 IBRD only IBD 9,781,000,000

Average time to clear exports through customs (days):IC.CUS.DURS.EX
Country Name Country Code 2016
1 Cote d’Ivoire CIV 19.6
2 Benin BEN 17.9
3 Mali MLI 16.5
4 Heavily indebted poor countries (HIPC) HPC 11.478261
5 Pre-demographic dividend PRE 11.461905
6 Low income LIC 10.49375
7 Sub-Saharan Africa SSF 10.292308
8 Sub-Saharan Africa (excluding high income) SSA 10.292308
9 Sub-Saharan Africa (IDA & IBRD countries) TSS 10.292308
10 Least developed countries: UN classification LDC 9.842857

Bribery incidence (% of firms experiencing at least one bribe payment request):IC.FRM.BRIB.ZS
Country Name Country Code 2016
1 Cambodia KHM 64.7
2 Pacific island small states PSS 43.8
3 Mali MLI 33.7
4 East Asia & Pacific EAS 30.41538
5 East Asia & Pacific (excluding high income) EAP 30.41538
6 East Asia & Pacific (IDA & IBRD countries) TEA 30.41538
7 Fragile and conflict affected situations FCS 30.045
8 Least developed countries: UN classification LDC 28.67742
9 Pre-demographic dividend PRE 28.29583
10 Cameroon CMR 26.7

Delay in obtaining an electrical connection (days):IC.ELC.DURS
Country Name Country Code 2016
1 Benin BEN 193.2
2 Togo TGO 71.9
3 South Asia SAS 55.1
4 South Asia (IDA & IBRD) TSA 55.1
5 Low income LIC 51.31111
6 Heavily indebted poor countries (HIPC) HPC 44.408
7 IDA only IDX 42.71892
8 Least developed countries: UN classification LDC 41.76
9 Central Europe and the Baltics CEB 41.5
10 European Union EUU 40.06667

Firms competing against unregistered firms (% of firms):IC.FRM.CMPU.ZS
Country Name Country Code 2016
1 Cameroon CMR 80.3
2 Mali MLI 79.5
3 Cambodia KHM 77.8
4 Lao PDR LAO 77.2
5 Guinea GIN 75.7
6 Cote d’Ivoire CIV 75.6
7 Swaziland SWZ 73.5
8 Heavily indebted poor countries (HIPC) HPC 69.388
9 Togo TGO 68.7
10 Pre-demographic dividend PRE 68.41667

Firms expected to give gifts in meetings with tax officials (% of firms):IC.TAX.GIFT.ZS
Country Name Country Code 2016
1 Cambodia KHM 58.7
2 Mali MLI 32.1
3 Pacific island small states PSS 30.9
4 Cote d’Ivoire CIV 22.9
5 Fragile and conflict affected situations FCS 22.65
6 Least developed countries: UN classification LDC 21.8
7 East Asia & Pacific EAS 21.6
8 East Asia & Pacific (excluding high income) EAP 21.6
9 East Asia & Pacific (IDA & IBRD countries) TEA 21.6
10 Middle East & North Africa (IDA & IBRD countries) TMN 20.9

Firms formally registered when operations started (% of firms):IC.FRM.FREG.ZS
Country Name Country Code 2016
1 Euro area EMU 99.08
2 Europe & Central Asia ECS 97.99655
3 Central Europe and the Baltics CEB 97.90909
4 European Union EUU 97.90909
5 Europe & Central Asia (excluding high income) ECA 97.885
6 Europe & Central Asia (IDA & IBRD countries) TEC 97.81818
7 Guinea GIN 96.9
8 Lao PDR LAO 96.3
9 Post-demographic dividend PST 96.23636
10 OECD members OED 96.14545

Firms offering formal training (% of firms):IC.FRM.TRNG.ZS
Country Name Country Code 2016
1 El Salvador SLV 53.8
2 Latin America & Caribbean (excluding high income) LAC 44.11304
3 Latin America & the Caribbean (IDA & IBRD countries) TLA 43.68214
4 Latin America & Caribbean LCN 43.19
5 Pacific island small states PSS 42
6 Post-demographic dividend PST 41.93333
7 European Union EUU 41.325
8 OECD members OED 39.70833
9 High income HIC 39.56667
10 Central Europe and the Baltics CEB 38.69091

Firms using banks to finance investment (% of firms):IC.FRM.BNKS.ZS
Country Name Country Code 2016
1 Mali MLI 55.1
2 Lesotho LSO 51.8
3 Caribbean small states CSS 41.26154
4 Small states SST 36.59565
5 Latin America & the Caribbean (IDA & IBRD countries) TLA 33.05714
6 Latin America & Caribbean LCN 32.85667
7 Latin America & Caribbean (excluding high income) LAC 31.93913
8 High income HIC 31.46111
9 Post-demographic dividend PST 31.18333
10 Other small states OSS 31.07778

Firms using banks to finance working capital (% of firms):IC.FRM.BKWC.ZS
Country Name Country Code 2016
1 Mali MLI 51.7
2 Caribbean small states CSS 49.72308
3 Latin America & the Caribbean (IDA & IBRD countries) TLA 42.67143
4 Latin America & Caribbean LCN 42.06667
5 Latin America & Caribbean (excluding high income) LAC 41.35652
6 Small states SST 41.15217
7 Togo TGO 40.3
8 Late-demographic dividend LTE 36.39429
9 Upper middle income UMC 36.375
10 High income HIC 36.11667

Firms with female participation in ownership (% of firms):IC.FRM.FEMO.ZS
Country Name Country Code 2016
1 Thailand THA 64.4
2 Pacific island small states PSS 47.4
3 East Asia & Pacific EAS 46.85385
4 East Asia & Pacific (excluding high income) EAP 46.85385
5 East Asia & Pacific (IDA & IBRD countries) TEA 46.85385
6 Cambodia KHM 46.2
7 Caribbean small states CSS 44.43077
8 Lao PDR LAO 43.1
9 Small states SST 42.87391
10 IDA blend IDB 42.125

Firms with female top manager (% of firms):IC.FRM.FEMM.ZS
Country Name Country Code 2016
1 Thailand THA 64.8
2 Cambodia KHM 57.3
3 Lao PDR LAO 45.3
4 Lesotho LSO 36.2
5 East Asia & Pacific EAS 31.85385
6 East Asia & Pacific (excluding high income) EAP 31.85385
7 East Asia & Pacific (IDA & IBRD countries) TEA 31.85385
8 El Salvador SLV 28
9 Swaziland SWZ 27.4
10 Benin BEN 25.9

Informal payments to public officials (% of firms):IC.FRM.CORR.ZS
Country Name Country Code 2016
1 Pacific island small states PSS 81.9
2 Lao PDR LAO 70.2
3 Cambodia KHM 66.3
4 East Asia & Pacific EAS 52.93846
5 East Asia & Pacific (excluding high income) EAP 52.93846
6 East Asia & Pacific (IDA & IBRD countries) TEA 52.93846
7 Guinea GIN 48.7
8 Cameroon CMR 45.6
9 Mali MLI 43.9
10 Fragile and conflict affected situations FCS 34.085

Internationally-recognized quality certification (% of firms):IC.FRM.ISOC.ZS
Country Name Country Code 2016
1 OECD members OED 32.25833
2 European Union EUU 31.28333
3 Central Europe and the Baltics CEB 30.57273
4 Euro area EMU 26.34
5 High income HIC 25.95
6 Post-demographic dividend PST 25.075
7 Europe & Central Asia ECS 24.72
8 Europe & Central Asia (IDA & IBRD countries) TEC 21.86818
9 Europe & Central Asia (excluding high income) ECA 21.195
10 Late-demographic dividend LTE 20.34

Listed domestic companies, total:CM.MKT.LDOM.NO
Country Name Country Code 2016
1 World WLD 43,192
2 High income HIC 27,196
3 Post-demographic dividend PST 23,695
4 OECD members OED 23,025