Category Archives: Data Analysis

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browseURL(“https://data.worldbank.org/”)

browseURL(“https://data.worldbank.org/indicator”)

browseURL(“https://data.worldbank.org/country”)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #
# plots for all countries

print(countries$countries)

# - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - #

# plots for all countries

print(countries$countries)

##   [1] Afghanistan                    Albania                       
##   [3] Algeria                        American Samoa                
##   [5] Andorra                        Angola                        
##   [7] Antigua and Barbuda            Argentina                     
##   [9] Armenia                        Aruba                         
##  [11] Australia                      Austria                       
##  [13] Azerbaijan                     Bahamas, The                  
##  [15] Bahrain                        Bangladesh                    
##  [17] Barbados                       Belarus                       
##  [19] Belgium                        Belize                        
##  [21] Benin                          Bermuda                       
##  [23] Bhutan                         Bolivia                       
##  [25] Bosnia and Herzegovina         Botswana                      
##  [27] Brazil                         British Virgin Islands        
##  [29] Brunei Darussalam              Bulgaria                      
##  [31] Burkina Faso                   Burundi                       
##  [33] Cabo Verde                     Cambodia                      
##  [35] Cameroon                       Canada                        
##  [37] Cayman Islands                 Central African Republic      
##  [39] Chad                           Channel Islands               
##  [41] Chile                          China                         
##  [43] Colombia                       Comoros                       
##  [45] Congo, Dem. Rep.               Congo, Rep.                   
##  [47] Costa Rica                     Cote d'Ivoire                 
##  [49] Croatia                        Cuba                          
##  [51] Curacao                        Cyprus                        
##  [53] Czech Republic                 Denmark                       
##  [55] Djibouti                       Dominica                      
##  [57] Dominican Republic             Ecuador                       
##  [59] Egypt, Arab Rep.               El Salvador                   
##  [61] Equatorial Guinea              Eritrea                       
##  [63] Estonia                        Eswatini                      
##  [65] Ethiopia                       Faroe Islands                 
##  [67] Fiji                           Finland                       
##  [69] France                         French Polynesia              
##  [71] Gabon                          Gambia, The                   
##  [73] Georgia                        Germany                       
##  [75] Ghana                          Gibraltar                     
##  [77] Greece                         Greenland                     
##  [79] Grenada                        Guam                          
##  [81] Guatemala                      Guinea                        
##  [83] Guinea-Bissau                  Guyana                        
##  [85] Haiti                          Honduras                      
##  [87] Hong Kong SAR, China           Hungary                       
##  [89] Iceland                        India                         
##  [91] Indonesia                      Iran, Islamic Rep.            
##  [93] Iraq                           Ireland                       
##  [95] Isle of Man                    Israel                        
##  [97] Italy                          Jamaica                       
##  [99] Japan                          Jordan                        
## [101] Kazakhstan                     Kenya                         
## [103] Kiribati                       Korea, Dem. People’s Rep.     
## [105] Korea, Rep.                    Kosovo                        
## [107] Kuwait                         Kyrgyz Republic               
## [109] Lao PDR                        Latvia                        
## [111] Lebanon                        Lesotho                       
## [113] Liberia                        Libya                         
## [115] Liechtenstein                  Lithuania                     
## [117] Luxembourg                     Macao SAR, China              
## [119] Madagascar                     Malawi                        
## [121] Malaysia                       Maldives                      
## [123] Mali                           Malta                         
## [125] Marshall Islands               Mauritania                    
## [127] Mauritius                      Mexico                        
## [129] Micronesia, Fed. Sts.          Moldova                       
## [131] Monaco                         Mongolia                      
## [133] Montenegro                     Morocco                       
## [135] Mozambique                     Myanmar                       
## [137] Namibia                        Nauru                         
## [139] Nepal                          Netherlands                   
## [141] New Caledonia                  New Zealand                   
## [143] Nicaragua                      Niger                         
## [145] Nigeria                        North Macedonia               
## [147] Northern Mariana Islands       Norway                        
## [149] Oman                           Pakistan                      
## [151] Palau                          Panama                        
## [153] Papua New Guinea               Paraguay                      
## [155] Peru                           Philippines                   
## [157] Poland                         Portugal                      
## [159] Puerto Rico                    Qatar                         
## [161] Romania                        Russian Federation            
## [163] Rwanda                         Samoa                         
## [165] San Marino                     Sao Tome and Principe         
## [167] Saudi Arabia                   Senegal                       
## [169] Serbia                         Seychelles                    
## [171] Sierra Leone                   Singapore                     
## [173] Sint Maarten (Dutch part)      Slovak Republic               
## [175] Slovenia                       Solomon Islands               
## [177] Somalia                        South Africa                  
## [179] South Sudan                    Spain                         
## [181] Sri Lanka                      St. Kitts and Nevis           
## [183] St. Lucia                      St. Martin (French part)      
## [185] St. Vincent and the Grenadines Sudan                         
## [187] Suriname                       Sweden                        
## [189] Switzerland                    Syrian Arab Republic          
## [191] Tajikistan                     Tanzania                      
## [193] Thailand                       Timor-Leste                   
## [195] Togo                           Tonga                         
## [197] Trinidad and Tobago            Tunisia                       
## [199] Turkey                         Turkmenistan                  
## [201] Turks and Caicos Islands       Tuvalu                        
## [203] Uganda                         Ukraine                       
## [205] United Arab Emirates           United Kingdom                
## [207] United States                  Uruguay                       
## [209] Uzbekistan                     Vanuatu                       
## [211] Venezuela, RB                  Vietnam                       
## [213] Virgin Islands (U.S.)          West Bank and Gaza            
## [215] Yemen, Rep.                    Zambia                        
## [217] Zimbabwe                      
## 217 Levels: Afghanistan Albania Algeria American Samoa Andorra ... Zimbabwe

100

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105

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107

108

109

110

## [1] Afghanistan Albania

## [3] Algeria American Samoa

## [5] Andorra Angola

## [7] Antigua and Barbuda Argentina

## [9] Armenia Aruba

## [11] Australia Austria

## [13] Azerbaijan Bahamas, The

## [15] Bahrain Bangladesh

## [17] Barbados Belarus

## [19] Belgium Belize

## [21] Benin Bermuda

## [23] Bhutan Bolivia

## [25] Bosnia and Herzegovina Botswana

## [27] Brazil British Virgin Islands

## [29] Brunei Darussalam Bulgaria

## [31] Burkina Faso Burundi

## [33] Cabo Verde Cambodia

## [35] Cameroon Canada

## [37] Cayman Islands Central African Republic

## [39] Chad Channel Islands

## [41] Chile China

## [43] Colombia Comoros

## [45] Congo, Dem. Rep. Congo, Rep.

## [47] Costa Rica Cote d'Ivoire

## [49] Croatia Cuba

## [51] Curacao Cyprus

## [53] Czech Republic Denmark

## [55] Djibouti Dominica

## [57] Dominican Republic Ecuador

## [59] Egypt, Arab Rep. El Salvador

## [61] Equatorial Guinea Eritrea

## [63] Estonia Eswatini

## [65] Ethiopia Faroe Islands

## [67] Fiji Finland

## [69] France French Polynesia

## [71] Gabon Gambia, The

## [73] Georgia Germany

## [75] Ghana Gibraltar

## [77] Greece Greenland

## [79] Grenada Guam

## [81] Guatemala Guinea

## [83] Guinea-Bissau Guyana

## [85] Haiti Honduras

## [87] Hong Kong SAR, China Hungary

## [89] Iceland India

## [91] Indonesia Iran, Islamic Rep.

## [93] Iraq Ireland

## [95] Isle of Man Israel

## [97] Italy Jamaica

## [99] Japan Jordan

## [101] Kazakhstan Kenya

## [103] Kiribati Korea, Dem. People’s Rep.

## [105] Korea, Rep. Kosovo

## [107] Kuwait Kyrgyz Republic

## [109] Lao PDR Latvia

## [111] Lebanon Lesotho

## [113] Liberia Libya

## [115] Liechtenstein Lithuania

## [117] Luxembourg Macao SAR, China

## [119] Madagascar Malawi

## [121] Malaysia Maldives

## [123] Mali Malta

## [125] Marshall Islands Mauritania

## [127] Mauritius Mexico

## [129] Micronesia, Fed. Sts. Moldova

## [131] Monaco Mongolia

## [133] Montenegro Morocco

## [135] Mozambique Myanmar

## [137] Namibia Nauru

## [139] Nepal Netherlands

## [141] New Caledonia New Zealand

## [143] Nicaragua Niger

## [145] Nigeria North Macedonia

## [147] Northern Mariana Islands Norway

## [149] Oman Pakistan

## [151] Palau Panama

## [153] Papua New Guinea Paraguay

## [155] Peru Philippines

## [157] Poland Portugal

## [159] Puerto Rico Qatar

## [161] Romania Russian Federation

## [163] Rwanda Samoa

## [165] San Marino Sao Tome and Principe

## [167] Saudi Arabia Senegal

## [169] Serbia Seychelles

## [171] Sierra Leone Singapore

## [173] Sint Maarten (Dutch part) Slovak Republic

## [175] Slovenia Solomon Islands

## [177] Somalia South Africa

## [179] South Sudan Spain

## [181] Sri Lanka St. Kitts and Nevis

## [183] St. Lucia St. Martin (French part)

## [185] St. Vincent and the Grenadines Sudan

## [187] Suriname Sweden

## [189] Switzerland Syrian Arab Republic

## [191] Tajikistan Tanzania

## [193] Thailand Timor-Leste

## [195] Togo Tonga

## [197] Trinidad and Tobago Tunisia

## [199] Turkey Turkmenistan

## [201] Turks and Caicos Islands Tuvalu

## [203] Uganda Ukraine

## [205] United Arab Emirates United Kingdom

## [207] United States Uruguay

## [209] Uzbekistan Vanuatu

## [211] Venezuela, RB Vietnam

## [213] Virgin Islands (U.S.) West Bank and Gaza

## [215] Yemen, Rep. Zambia

## [217] Zimbabwe

## 217 Levels: Afghanistan Albania Algeria American Samoa Andorra ... Zimbabwe

for(i in 2:length(indicator.select)){
#for(i in 2:10){

  #print(i)
  #par(mfrow=c(1,1))
  
  plot(ggplot(indicator.select, aes(x = indicator.select[,1], y = indicator.select[,i] )) +
    geom_line() +
    ggtitle(colnames(indicator.select)[i]) + 
    ylab(indicator.name) +
    xlab("year"))

  #Sys.sleep(1)
  #system(paste("open",name))
  #dir()
  
}

for(i in 2:length(indicator.select)){

#for(i in 2:10){

#print(i)

#par(mfrow=c(1,1))

plot(ggplot(indicator.select, aes(x = indicator.select[,1], y = indicator.select[,i] )) +

geom_line() +

ggtitle(colnames(indicator.select)[i]) +

ylab(indicator.name) +

xlab("year"))

#Sys.sleep(1)

#system(paste("open",name))

#dir()

}

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WB Indicators:

colnames(wbd.countries[[<span class="hljs-number">1</span>]])

1	colnames(wbd.countries[[<span class="hljs-number">1</span>]])

##    [1] "year"                                                                                                                                        
##    [2] "Access to clean fuels and technologies for cooking (% of population)"                                                                        
##    [3] "Access to electricity (% of population)"                                                                                                     
##    [4] "Access to electricity, rural (% of rural population)"                                                                                        
##    [5] "Access to electricity, urban (% of urban population)"                                                                                        
##    [6] "Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+)"                             
##    [7] "Account ownership at a financial institution or with a mobile-money-service provider, female (% of population ages 15+)"                     
##    [8] "Account ownership at a financial institution or with a mobile-money-service provider, male (% of population ages 15+)"                       
##    [9] "Account ownership at a financial institution or with a mobile-money-service provider, older adults (% of population ages 25+)"               
##   [10] "Account ownership at a financial institution or with a mobile-money-service provider, poorest 40% (% of population ages 15+)"                
##   [11] "Account ownership at a financial institution or with a mobile-money-service provider, primary education or less (% of population ages 15+)"  
##   [12] "Account ownership at a financial institution or with a mobile-money-service provider, richest 60% (% of population ages 15+)"                
##   [13] "Account ownership at a financial institution or with a mobile-money-service provider, secondary education or more (% of population ages 15+)"
##   [14] "Account ownership at a financial institution or with a mobile-money-service provider, young adults (% of population ages 15-24)"             
##   [15] "Adequacy of social insurance programs (% of total welfare of beneficiary households)"                                                        
##   [16] "Adequacy of social protection and labor programs (% of total welfare of beneficiary households)"                                             
##   [17] "Adequacy of social safety net programs (% of total welfare of beneficiary households)"                                                       
##   [18] "Adjusted net enrollment rate, primary (% of primary school age children)"                                                                    
##   [19] "Adjusted net enrollment rate, primary, female (% of primary school age children)"                                                            
##   [20] "Adjusted net enrollment rate, primary, male (% of primary school age children)"                                                              
##   [21] "Adjusted net national income (constant 2010 US$)"                                                                                            
##   [22] "Adjusted net national income (current US$)"                                                                                                  
##   [23] "Adjusted net national income per capita (constant 2010 US$)"                                                                                 
##   [24] "Adjusted net national income per capita (current US$)"                                                                                       
##   [25] "Adjusted net savings, excluding particulate emission damage (% of GNI)"                                                                      
##   [26] "Adjusted net savings, excluding particulate emission damage (current US$)"                                                                   
##   [27] "Adjusted net savings, including particulate emission damage (% of GNI)"                                                                      
##   [28] "Adjusted net savings, including particulate emission damage (current US$)"                                                                   
##   [29] "Adjusted savings: carbon dioxide damage (% of GNI)"                                                                                          
##   [30] "Adjusted savings: carbon dioxide damage (current US$)"                                                                                       
##   [31] "Adjusted savings: consumption of fixed capital (% of GNI)"                                                                                   
##   [32] "Adjusted savings: consumption of fixed capital (current US$)"                                                                                
##   [33] "Adjusted savings: education expenditure (% of GNI)"                                                                                          
##   [34] "Adjusted savings: education expenditure (current US$)"                                                                                       
##   [35] "Adjusted savings: energy depletion (% of GNI)"                                                                                               
##   [36] "Adjusted savings: energy depletion (current US$)"                                                                                            
##   [37] "Adjusted savings: gross savings (% of GNI)"                                                                                                  
##   [38] "Adjusted savings: mineral depletion (% of GNI)"                                                                                              
##   [39] "Adjusted savings: mineral depletion (current US$)"                                                                                           
##   [40] "Adjusted savings: natural resources depletion (% of GNI)"                                                                                    
##   [41] "Adjusted savings: net forest depletion (% of GNI)"                                                                                           
##   [42] "Adjusted savings: net forest depletion (current US$)"                                                                                        
##   [43] "Adjusted savings: net national savings (% of GNI)"                                                                                           
##   [44] "Adjusted savings: net national savings (current US$)"                                                                                        
##   [45] "Adjusted savings: particulate emission damage (% of GNI)"                                                                                    
##   [46] "Adjusted savings: particulate emission damage (current US$)"                                                                                 
##   [47] "Adolescent fertility rate (births per 1,000 women ages 15-19)"                                                                               
##   [48] "Adolescents out of school (% of lower secondary school age)"                                                                                 
##   [49] "Adolescents out of school, female (% of female lower secondary school age)"                                                                  
##   [50] "Adolescents out of school, male (% of male lower secondary school age)"                                                                      
##   [51] "Adults (ages 15+) and children (ages 0-14) newly infected with HIV"                                                                          
##   [52] "Adults (ages 15+) newly infected with HIV"                                                                                                   
##   [53] "Age dependency ratio (% of working-age population)"                                                                                          
##   [54] "Age dependency ratio, old (% of working-age population)"                                                                                     
##   [55] "Age dependency ratio, young (% of working-age population)"                                                                                   
##   [56] "Agricultural irrigated land (% of total agricultural land)"                                                                                  
##   [57] "Agricultural land (% of land area)"                                                                                                          
##   [58] "Agricultural land (sq. km)"                                                                                                                  
##   [59] "Agricultural machinery, tractors"                                                                                                            
##   [60] "Agricultural machinery, tractors per 100 sq. km of arable land"                                                                              
##   [61] "Agricultural methane emissions (% of total)"                                                                                                 
##   [62] "Agricultural methane emissions (thousand metric tons of CO2 equivalent)"                                                                     
##   [63] "Agricultural nitrous oxide emissions (% of total)"                                                                                           
##   [64] "Agricultural nitrous oxide emissions (thousand metric tons of CO2 equivalent)"                                                               
##   [65] "Agricultural raw materials exports (% of merchandise exports)"                                                                               
##   [66] "Agricultural raw materials imports (% of merchandise imports)"                                                                               
##   [67] "Agriculture, forestry, and fishing, value added (% of GDP)"                                                                                  
##   [68] "Agriculture, forestry, and fishing, value added (annual % growth)"                                                                           
##   [69] "Agriculture, forestry, and fishing, value added (constant 2010 US$)"                                                                         
##   [70] "Agriculture, forestry, and fishing, value added (constant LCU)"                                                                              
##   [71] "Agriculture, forestry, and fishing, value added (current LCU)"                                                                               
##   [72] "Agriculture, forestry, and fishing, value added (current US$)"                                                                               
##   [73] "Agriculture, forestry, and fishing, value added per worker (constant 2010 US$)"                                                              
##   [74] "Air transport, freight (million ton-km)"                                                                                                     
##   [75] "Air transport, passengers carried"                                                                                                           
##   [76] "Air transport, registered carrier departures worldwide"                                                                                      
##   [77] "Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal)"                                                               
##   [78] "Annual freshwater withdrawals, domestic (% of total freshwater withdrawal)"                                                                  
##   [79] "Annual freshwater withdrawals, industry (% of total freshwater withdrawal)"                                                                  
##   [80] "Annual freshwater withdrawals, total (% of internal resources)"                                                                              
##   [81] "Annual freshwater withdrawals, total (billion cubic meters)"                                                                                 
##   [82] "Antiretroviral therapy coverage (% of people living with HIV)"                                                                               
##   [83] "Antiretroviral therapy coverage for PMTCT (% of pregnant women living with HIV)"                                                             
##   [84] "Aquaculture production (metric tons)"                                                                                                        
##   [85] "Arable land (% of land area)"                                                                                                                
##   [86] "Arable land (hectares per person)"                                                                                                           
##   [87] "Arable land (hectares)"                                                                                                                      
##   [88] "ARI treatment (% of children under 5 taken to a health provider)"                                                                            
##   [89] "Armed forces personnel (% of total labor force)"                                                                                             
##   [90] "Armed forces personnel, total"                                                                                                               
##   [91] "Arms exports (SIPRI trend indicator values)"                                                                                                 
##   [92] "Arms imports (SIPRI trend indicator values)"                                                                                                 
##   [93] "Automated teller machines (ATMs) (per 100,000 adults)"                                                                                       
##   [94] "Average number of visits or required meetings with tax officials (for affected firms)"                                                       
##   [95] "Average precipitation in depth (mm per year)"                                                                                                
##   [96] "Average time to clear exports through customs (days)"                                                                                        
##   [97] "Average transaction cost of sending remittances to a specific country (%)"                                                                   
##   [98] "Average working hours of children, study and work, ages 7-14 (hours per week)"                                                               
##   [99] "Average working hours of children, study and work, female, ages 7-14 (hours per week)"                                                       
##  [100] "Average working hours of children, study and work, male, ages 7-14 (hours per week)"                                                         
##  [101] "Average working hours of children, working only, ages 7-14 (hours per week)"                                                                 
##  [102] "Average working hours of children, working only, female, ages 7-14 (hours per week)"                                                         
##  [103] "Average working hours of children, working only, male, ages 7-14 (hours per week)"                                                           
##  [104] "Bank capital to assets ratio (%)"                                                                                                            
##  [105] "Bank liquid reserves to bank assets ratio (%)"                                                                                               
##  [106] "Bank nonperforming loans to total gross loans (%)"                                                                                           
##  [107] "Battle-related deaths (number of people)"                                                                                                    
##  [108] "Benefit incidence of social insurance programs to poorest quintile (% of total social insurance benefits)"                                   
##  [109] "Benefit incidence of social protection and labor programs to poorest quintile (% of total SPL benefits)"                                     
##  [110] "Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits)"                                        
##  [111] "Binding coverage, all products (%)"                                                                                                          
##  [112] "Binding coverage, manufactured products (%)"                                                                                                 
##  [113] "Binding coverage, primary products (%)"                                                                                                      
##  [114] "Bird species, threatened"                                                                                                                    
##  [115] "Birth rate, crude (per 1,000 people)"                                                                                                        
##  [116] "Births attended by skilled health staff (% of total)"                                                                                        
##  [117] "Borrowers from commercial banks (per 1,000 adults)"                                                                                          
##  [118] "Bound rate, simple mean, all products (%)"                                                                                                   
##  [119] "Bound rate, simple mean, manufactured products (%)"                                                                                          
##  [120] "Bound rate, simple mean, primary products (%)"                                                                                               
##  [121] "Bribery incidence (% of firms experiencing at least one bribe payment request)"                                                              
##  [122] "Broad money (% of GDP)"                                                                                                                      
##  [123] "Broad money (current LCU)"                                                                                                                   
##  [124] "Broad money growth (annual %)"                                                                                                               
##  [125] "Broad money to total reserves ratio"                                                                                                         
##  [126] "Business extent of disclosure index (0=less disclosure to 10=more disclosure)"                                                               
##  [127] "Capture fisheries production (metric tons)"                                                                                                  
##  [128] "Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)"                                       
##  [129] "Cause of death, by injury (% of total)"                                                                                                      
##  [130] "Cause of death, by non-communicable diseases (% of total)"                                                                                   
##  [131] "Cereal production (metric tons)"                                                                                                             
##  [132] "Cereal yield (kg per hectare)"                                                                                                               
##  [133] "Charges for the use of intellectual property, payments (BoP, current US$)"                                                                   
##  [134] "Charges for the use of intellectual property, receipts (BoP, current US$)"                                                                   
##  [135] "Children (0-14) living with HIV"                                                                                                             
##  [136] "Children (ages 0-14) newly infected with HIV"                                                                                                
##  [137] "Children in employment, female (% of female children ages 7-14)"                                                                             
##  [138] "Children in employment, male (% of male children ages 7-14)"                                                                                 
##  [139] "Children in employment, study and work (% of children in employment, ages 7-14)"                                                             
##  [140] "Children in employment, study and work, female (% of female children in employment, ages 7-14)"                                              
##  [141] "Children in employment, study and work, male (% of male children in employment, ages 7-14)"                                                  
##  [142] "Children in employment, total (% of children ages 7-14)"                                                                                     
##  [143] "Children in employment, unpaid family workers (% of children in employment, ages 7-14)"                                                      
##  [144] "Children in employment, unpaid family workers, female (% of female children in employment, ages 7-14)"                                       
##  [145] "Children in employment, unpaid family workers, male (% of male children in employment, ages 7-14)"                                           
##  [146] "Children in employment, wage workers (% of children in employment, ages 7-14)"                                                               
##  [147] "Children in employment, wage workers, female (% of female children in employment, ages 7-14)"                                                
##  [148] "Children in employment, wage workers, male (% of male children in employment, ages 7-14)"                                                    
##  [149] "Children in employment, work only (% of children in employment, ages 7-14)"                                                                  
##  [150] "Children in employment, work only, female (% of female children in employment, ages 7-14)"                                                   
##  [151] "Children in employment, work only, male (% of male children in employment, ages 7-14)"                                                       
##  [152] "Children out of school (% of primary school age)"                                                                                            
##  [153] "Children out of school, female (% of female primary school age)"                                                                             
##  [154] "Children out of school, male (% of male primary school age)"                                                                                 
##  [155] "Children out of school, primary"                                                                                                             
##  [156] "Children out of school, primary, female"                                                                                                     
##  [157] "Children out of school, primary, male"                                                                                                       
##  [158] "Children with fever receiving antimalarial drugs (% of children under age 5 with fever)"                                                     
##  [159] "Claims on central government (annual growth as % of broad money)"                                                                            
##  [160] "Claims on central government, etc. (% GDP)"                                                                                                  
##  [161] "Claims on other sectors of the domestic economy (annual growth as % of broad money)"                                                         
##  [162] "Claims on private sector (annual growth as % of broad money)"                                                                                
##  [163] "CO2 emissions (kg per 2010 US$ of GDP)"                                                                                                      
##  [164] "CO2 emissions (kg per 2017 PPP $ of GDP)"                                                                                                    
##  [165] "CO2 emissions (kg per PPP $ of GDP)"                                                                                                         
##  [166] "CO2 emissions (kt)"                                                                                                                          
##  [167] "CO2 emissions (metric tons per capita)"                                                                                                      
##  [168] "CO2 emissions from gaseous fuel consumption (% of total)"                                                                                    
##  [169] "CO2 emissions from gaseous fuel consumption (kt)"                                                                                            
##  [170] "CO2 emissions from liquid fuel consumption (% of total)"                                                                                     
##  [171] "CO2 emissions from liquid fuel consumption (kt)"                                                                                             
##  [172] "CO2 emissions from solid fuel consumption (% of total)"                                                                                      
##  [173] "CO2 emissions from solid fuel consumption (kt)"                                                                                              
##  [174] "Coal rents (% of GDP)"                                                                                                                       
##  [175] "Commercial bank branches (per 100,000 adults)"                                                                                               
##  [176] "Commercial banks and other lending (PPG + PNG) (NFL, current US$)"                                                                           
##  [177] "Commercial service exports (current US$)"                                                                                                    
##  [178] "Commercial service imports (current US$)"                                                                                                    
##  [179] "Communications, computer, etc. (% of service exports, BoP)"                                                                                  
##  [180] "Communications, computer, etc. (% of service imports, BoP)"                                                                                  
##  [181] "Compensation of employees (% of expense)"                                                                                                    
##  [182] "Compensation of employees (current LCU)"                                                                                                     
##  [183] "Completeness of birth registration (%)"                                                                                                      
##  [184] "Completeness of birth registration, female (%)"                                                                                              
##  [185] "Completeness of birth registration, male (%)"                                                                                                
##  [186] "Completeness of birth registration, rural (%)"                                                                                               
##  [187] "Completeness of birth registration, urban (%)"                                                                                               
##  [188] "Compulsory education, duration (years)"                                                                                                      
##  [189] "Computer, communications and other services (% of commercial service exports)"                                                               
##  [190] "Computer, communications and other services (% of commercial service imports)"                                                               
##  [191] "Consumer price index (2010 = 100)"                                                                                                           
##  [192] "Consumption of iodized salt (% of households)"                                                                                               
##  [193] "Contraceptive prevalence, any methods (% of women ages 15-49)"                                                                               
##  [194] "Contraceptive prevalence, modern methods (% of women ages 15-49)"                                                                            
##  [195] "Contributing family workers, female (% of female employment) (modeled ILO estimate)"                                                         
##  [196] "Contributing family workers, male (% of male employment) (modeled ILO estimate)"                                                             
##  [197] "Contributing family workers, total (% of total employment) (modeled ILO estimate)"                                                           
##  [198] "Cost of business start-up procedures (% of GNI per capita)"                                                                                  
##  [199] "Cost of business start-up procedures, female (% of GNI per capita)"                                                                          
##  [200] "Cost of business start-up procedures, male (% of GNI per capita)"                                                                            
##  [201] "Cost to export, border compliance (US$)"                                                                                                     
##  [202] "Cost to export, documentary compliance (US$)"                                                                                                
##  [203] "Cost to import, border compliance (US$)"                                                                                                     
##  [204] "Cost to import, documentary compliance (US$)"                                                                                                
##  [205] "Coverage of social insurance programs (% of population)"                                                                                     
##  [206] "Coverage of social insurance programs in 2nd quintile (% of population)"                                                                     
##  [207] "Coverage of social insurance programs in 3rd quintile (% of population)"                                                                     
##  [208] "Coverage of social insurance programs in 4th quintile (% of population)"                                                                     
##  [209] "Coverage of social insurance programs in poorest quintile (% of population)"                                                                 
##  [210] "Coverage of social insurance programs in richest quintile (% of population)"                                                                 
##  [211] "Coverage of social protection and labor programs (% of population)"                                                                          
##  [212] "Coverage of social safety net programs (% of population)"                                                                                    
##  [213] "Coverage of social safety net programs in 2nd quintile (% of population)"                                                                    
##  [214] "Coverage of social safety net programs in 3rd quintile (% of population)"                                                                    
##  [215] "Coverage of social safety net programs in 4th quintile (% of population)"                                                                    
##  [216] "Coverage of social safety net programs in poorest quintile (% of population)"                                                                
##  [217] "Coverage of social safety net programs in richest quintile (% of population)"                                                                
##  [218] "CPIA building human resources rating (1=low to 6=high)"                                                                                      
##  [219] "CPIA business regulatory environment rating (1=low to 6=high)"                                                                               
##  [220] "CPIA debt policy rating (1=low to 6=high)"                                                                                                   
##  [221] "CPIA economic management cluster average (1=low to 6=high)"                                                                                  
##  [222] "CPIA efficiency of revenue mobilization rating (1=low to 6=high)"                                                                            
##  [223] "CPIA equity of public resource use rating (1=low to 6=high)"                                                                                 
##  [224] "CPIA financial sector rating (1=low to 6=high)"                                                                                              
##  [225] "CPIA fiscal policy rating (1=low to 6=high)"                                                                                                 
##  [226] "CPIA gender equality rating (1=low to 6=high)"                                                                                               
##  [227] "CPIA macroeconomic management rating (1=low to 6=high)"                                                                                      
##  [228] "CPIA policies for social inclusion/equity cluster average (1=low to 6=high)"                                                                 
##  [229] "CPIA policy and institutions for environmental sustainability rating (1=low to 6=high)"                                                      
##  [230] "CPIA property rights and rule-based governance rating (1=low to 6=high)"                                                                     
##  [231] "CPIA public sector management and institutions cluster average (1=low to 6=high)"                                                            
##  [232] "CPIA quality of budgetary and financial management rating (1=low to 6=high)"                                                                 
##  [233] "CPIA quality of public administration rating (1=low to 6=high)"                                                                              
##  [234] "CPIA social protection rating (1=low to 6=high)"                                                                                             
##  [235] "CPIA structural policies cluster average (1=low to 6=high)"                                                                                  
##  [236] "CPIA trade rating (1=low to 6=high)"                                                                                                         
##  [237] "CPIA transparency, accountability, and corruption in the public sector rating (1=low to 6=high)"                                             
##  [238] "Crop production index (2004-2006 = 100)"                                                                                                     
##  [239] "Current account balance (% of GDP)"                                                                                                          
##  [240] "Current account balance (BoP, current US$)"                                                                                                  
##  [241] "Current education expenditure, primary (% of total expenditure in primary public institutions)"                                              
##  [242] "Current education expenditure, secondary (% of total expenditure in secondary public institutions)"                                          
##  [243] "Current education expenditure, tertiary (% of total expenditure in tertiary public institutions)"                                            
##  [244] "Current education expenditure, total (% of total expenditure in public institutions)"                                                        
##  [245] "Current health expenditure (% of GDP)"                                                                                                       
##  [246] "Current health expenditure per capita (current US$)"                                                                                         
##  [247] "Current health expenditure per capita, PPP (current international $)"                                                                        
##  [248] "Customs and other import duties (% of tax revenue)"                                                                                          
##  [249] "Customs and other import duties (current LCU)"                                                                                               
##  [250] "Death rate, crude (per 1,000 people)"                                                                                                        
##  [251] "Debt service (PPG and IMF only, % of exports of goods, services and primary income)"                                                         
##  [252] "Debt service on external debt, public and publicly guaranteed (PPG) (TDS, current US$)"                                                      
##  [253] "Debt service on external debt, total (TDS, current US$)"                                                                                     
##  [254] "DEC alternative conversion factor (LCU per US$)"                                                                                             
##  [255] "Demand for family planning satisfied by modern methods (% of married women with demand for family planning)"                                 
##  [256] "Depositors with commercial banks (per 1,000 adults)"                                                                                         
##  [257] "Depth of credit information index (0=low to 8=high)"                                                                                         
##  [258] "Diabetes prevalence (% of population ages 20 to 79)"                                                                                         
##  [259] "Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)"                                                 
##  [260] "Diarrhea treatment (% of children under 5 who received ORS packet)"                                                                          
##  [261] "Discrepancy in expenditure estimate of GDP (current LCU)"                                                                                    
##  [262] "Domestic credit to private sector (% of GDP)"                                                                                                
##  [263] "Domestic credit to private sector by banks (% of GDP)"                                                                                       
##  [264] "Domestic general government health expenditure (% of current health expenditure)"                                                            
##  [265] "Domestic general government health expenditure (% of GDP)"                                                                                   
##  [266] "Domestic general government health expenditure (% of general government expenditure)"                                                        
##  [267] "Domestic general government health expenditure per capita (current US$)"                                                                     
##  [268] "Domestic general government health expenditure per capita, PPP (current international $)"                                                    
##  [269] "Domestic private health expenditure (% of current health expenditure)"                                                                       
##  [270] "Domestic private health expenditure per capita (current US$)"                                                                                
##  [271] "Domestic private health expenditure per capita, PPP (current international $)"                                                               
##  [272] "Droughts, floods, extreme temperatures (% of population, average 1990-2009)"                                                                 
##  [273] "Ease of doing business index (1=most business-friendly regulations)"                                                                         
##  [274] "Ease of doing business score (0 = lowest performance to 100 = best performance)"                                                             
##  [275] "Educational attainment, at least completed lower secondary, population 25+, female (%) (cumulative)"                                         
##  [276] "Educational attainment, at least completed lower secondary, population 25+, male (%) (cumulative)"                                           
##  [277] "Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative)"                                          
##  [278] "Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative)"                                          
##  [279] "Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative)"                                            
##  [280] "Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative)"                                           
##  [281] "Educational attainment, at least completed primary, population 25+ years, female (%) (cumulative)"                                           
##  [282] "Educational attainment, at least completed primary, population 25+ years, male (%) (cumulative)"                                             
##  [283] "Educational attainment, at least completed primary, population 25+ years, total (%) (cumulative)"                                            
##  [284] "Educational attainment, at least completed upper secondary, population 25+, female (%) (cumulative)"                                         
##  [285] "Educational attainment, at least completed upper secondary, population 25+, male (%) (cumulative)"                                           
##  [286] "Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative)"                                          
##  [287] "Employers, female (% of female employment) (modeled ILO estimate)"                                                                           
##  [288] "Employers, male (% of male employment) (modeled ILO estimate)"                                                                               
##  [289] "Employers, total (% of total employment) (modeled ILO estimate)"                                                                             
##  [290] "Employment in agriculture (% of total employment) (modeled ILO estimate)"                                                                    
##  [291] "Employment in agriculture, female (% of female employment) (modeled ILO estimate)"                                                           
##  [292] "Employment in agriculture, male (% of male employment) (modeled ILO estimate)"                                                               
##  [293] "Employment in industry (% of total employment) (modeled ILO estimate)"                                                                       
##  [294] "Employment in industry, female (% of female employment) (modeled ILO estimate)"                                                              
##  [295] "Employment in industry, male (% of male employment) (modeled ILO estimate)"                                                                  
##  [296] "Employment in services (% of total employment) (modeled ILO estimate)"                                                                       
##  [297] "Employment in services, female (% of female employment) (modeled ILO estimate)"                                                              
##  [298] "Employment in services, male (% of male employment) (modeled ILO estimate)"                                                                  
##  [299] "Employment to population ratio, 15+, female (%) (modeled ILO estimate)"                                                                      
##  [300] "Employment to population ratio, 15+, female (%) (national estimate)"                                                                         
##  [301] "Employment to population ratio, 15+, male (%) (modeled ILO estimate)"                                                                        
##  [302] "Employment to population ratio, 15+, male (%) (national estimate)"                                                                           
##  [303] "Employment to population ratio, 15+, total (%) (modeled ILO estimate)"                                                                       
##  [304] "Employment to population ratio, 15+, total (%) (national estimate)"                                                                          
##  [305] "Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)"                                                               
##  [306] "Employment to population ratio, ages 15-24, female (%) (national estimate)"                                                                  
##  [307] "Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)"                                                                 
##  [308] "Employment to population ratio, ages 15-24, male (%) (national estimate)"                                                                    
##  [309] "Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)"                                                                
##  [310] "Employment to population ratio, ages 15-24, total (%) (national estimate)"                                                                   
##  [311] "Energy intensity level of primary energy (MJ/$2011 PPP GDP)"                                                                                 
##  [312] "Energy related methane emissions (% of total)"                                                                                               
##  [313] "Exclusive breastfeeding (% of children under 6 months)"                                                                                      
##  [314] "Expenditure on primary education (% of government expenditure on education)"                                                                 
##  [315] "Expenditure on secondary education (% of government expenditure on education)"                                                               
##  [316] "Expenditure on tertiary education (% of government expenditure on education)"                                                                
##  [317] "Expense (% of GDP)"                                                                                                                          
##  [318] "Expense (current LCU)"                                                                                                                       
##  [319] "Export unit value index (2000 = 100)"                                                                                                        
##  [320] "Export value index (2000 = 100)"                                                                                                             
##  [321] "Export volume index (2000 = 100)"                                                                                                            
##  [322] "Exports of goods and services (% of GDP)"                                                                                                    
##  [323] "Exports of goods and services (BoP, current US$)"                                                                                            
##  [324] "Exports of goods and services (constant 2010 US$)"                                                                                           
##  [325] "Exports of goods and services (current LCU)"                                                                                                 
##  [326] "Exports of goods and services (current US$)"                                                                                                 
##  [327] "Exports of goods, services and primary income (BoP, current US$)"                                                                            
##  [328] "External balance on goods and services (% of GDP)"                                                                                           
##  [329] "External balance on goods and services (current LCU)"                                                                                        
##  [330] "External balance on goods and services (current US$)"                                                                                        
##  [331] "External debt stocks (% of GNI)"                                                                                                             
##  [332] "External debt stocks, long-term (DOD, current US$)"                                                                                          
##  [333] "External debt stocks, private nonguaranteed (PNG) (DOD, current US$)"                                                                        
##  [334] "External debt stocks, public and publicly guaranteed (PPG) (DOD, current US$)"                                                               
##  [335] "External debt stocks, short-term (DOD, current US$)"                                                                                         
##  [336] "External debt stocks, total (DOD, current US$)"                                                                                              
##  [337] "External health expenditure (% of current health expenditure)"                                                                               
##  [338] "External health expenditure per capita (current US$)"                                                                                        
##  [339] "External health expenditure per capita, PPP (current international $)"                                                                       
##  [340] "Female headed households (% of households with a female head)"                                                                               
##  [341] "Female share of employment in senior and middle management (%)"                                                                              
##  [342] "Fertility rate, total (births per woman)"                                                                                                    
##  [343] "Fertilizer consumption (% of fertilizer production)"                                                                                         
##  [344] "Fertilizer consumption (kilograms per hectare of arable land)"                                                                               
##  [345] "Final consumption expenditure (% of GDP)"                                                                                                    
##  [346] "Final consumption expenditure (constant 2010 US$)"                                                                                           
##  [347] "Final consumption expenditure (current LCU)"                                                                                                 
##  [348] "Final consumption expenditure (current US$)"                                                                                                 
##  [349] "Firms competing against unregistered firms (% of firms)"                                                                                     
##  [350] "Firms expected to give gifts in meetings with tax officials (% of firms)"                                                                    
##  [351] "Firms experiencing electrical outages (% of firms)"                                                                                          
##  [352] "Firms experiencing losses due to theft and vandalism (% of firms)"                                                                           
##  [353] "Firms formally registered when operations started (% of firms)"                                                                              
##  [354] "Firms offering formal training (% of firms)"                                                                                                 
##  [355] "Firms that spend on R&amp;D (% of firms)"                                                                                                        
##  [356] "Firms using banks to finance investment (% of firms)"                                                                                        
##  [357] "Firms using banks to finance working capital (% of firms)"                                                                                   
##  [358] "Firms visited or required meetings with tax officials (% of firms)"                                                                          
##  [359] "Firms with female participation in ownership (% of firms)"                                                                                   
##  [360] "Firms with female top manager (% of firms)"                                                                                                  
##  [361] "Fish species, threatened"                                                                                                                    
##  [362] "Fixed broadband subscriptions"                                                                                                               
##  [363] "Fixed broadband subscriptions (per 100 people)"                                                                                              
##  [364] "Fixed telephone subscriptions"                                                                                                               
##  [365] "Fixed telephone subscriptions (per 100 people)"                                                                                              
##  [366] "Food exports (% of merchandise exports)"                                                                                                     
##  [367] "Food imports (% of merchandise imports)"                                                                                                     
##  [368] "Food production index (2004-2006 = 100)"                                                                                                     
##  [369] "Foreign direct investment, net (BoP, current US$)"                                                                                           
##  [370] "Foreign direct investment, net inflows (% of GDP)"                                                                                           
##  [371] "Foreign direct investment, net inflows (BoP, current US$)"                                                                                   
##  [372] "Foreign direct investment, net outflows (% of GDP)"                                                                                          
##  [373] "Foreign direct investment, net outflows (BoP, current US$)"                                                                                  
##  [374] "Forest area (% of land area)"                                                                                                                
##  [375] "Forest area (sq. km)"                                                                                                                        
##  [376] "Forest rents (% of GDP)"                                                                                                                     
##  [377] "Fuel exports (% of merchandise exports)"                                                                                                     
##  [378] "Fuel imports (% of merchandise imports)"                                                                                                     
##  [379] "GDP (constant 2010 US$)"                                                                                                                     
##  [380] "GDP (constant LCU)"                                                                                                                          
##  [381] "GDP (current LCU)"                                                                                                                           
##  [382] "GDP (current US$)"                                                                                                                           
##  [383] "GDP deflator (base year varies by country)"                                                                                                  
##  [384] "GDP deflator: linked series (base year varies by country)"                                                                                   
##  [385] "GDP growth (annual %)"                                                                                                                       
##  [386] "GDP per capita (constant 2010 US$)"                                                                                                          
##  [387] "GDP per capita (constant LCU)"                                                                                                               
##  [388] "GDP per capita (current LCU)"                                                                                                                
##  [389] "GDP per capita (current US$)"                                                                                                                
##  [390] "GDP per capita growth (annual %)"                                                                                                            
##  [391] "GDP per capita, PPP (constant 2017 international $)"                                                                                         
##  [392] "GDP per capita, PPP (current international $)"                                                                                               
##  [393] "GDP per person employed (constant 2017 PPP $)"                                                                                               
##  [394] "GDP, PPP (constant 2017 international $)"                                                                                                    
##  [395] "GDP, PPP (current international $)"                                                                                                          
##  [396] "GDP: linked series (current LCU)"                                                                                                            
##  [397] "General government final consumption expenditure (% of GDP)"                                                                                 
##  [398] "General government final consumption expenditure (constant 2010 US$)"                                                                        
##  [399] "General government final consumption expenditure (current LCU)"                                                                              
##  [400] "General government final consumption expenditure (current US$)"                                                                              
##  [401] "GNI (constant 2010 US$)"                                                                                                                     
##  [402] "GNI (current LCU)"                                                                                                                           
##  [403] "GNI (current US$)"                                                                                                                           
##  [404] "GNI per capita (constant 2010 US$)"                                                                                                          
##  [405] "GNI per capita (current LCU)"                                                                                                                
##  [406] "GNI per capita, Atlas method (current US$)"                                                                                                  
##  [407] "GNI per capita, PPP (constant 2017 international $)"                                                                                         
##  [408] "GNI per capita, PPP (current international $)"                                                                                               
##  [409] "GNI, Atlas method (current US$)"                                                                                                             
##  [410] "GNI, PPP (constant 2017 international $)"                                                                                                    
##  [411] "GNI, PPP (current international $)"                                                                                                          
##  [412] "GNI: linked series (current LCU)"                                                                                                            
##  [413] "Goods and services expense (% of expense)"                                                                                                   
##  [414] "Goods and services expense (current LCU)"                                                                                                    
##  [415] "Goods exports (BoP, current US$)"                                                                                                            
##  [416] "Goods imports (BoP, current US$)"                                                                                                            
##  [417] "Government expenditure on education, total (% of GDP)"                                                                                       
##  [418] "Government expenditure on education, total (% of government expenditure)"                                                                    
##  [419] "Government expenditure per student, primary (% of GDP per capita)"                                                                           
##  [420] "Government expenditure per student, secondary (% of GDP per capita)"                                                                         
##  [421] "Government expenditure per student, tertiary (% of GDP per capita)"                                                                          
##  [422] "Grants and other revenue (% of revenue)"                                                                                                     
##  [423] "Grants and other revenue (current LCU)"                                                                                                      
##  [424] "Grants, excluding technical cooperation (BoP, current US$)"                                                                                  
##  [425] "Gross capital formation (% of GDP)"                                                                                                          
##  [426] "Gross capital formation (constant 2010 US$)"                                                                                                 
##  [427] "Gross capital formation (current LCU)"                                                                                                       
##  [428] "Gross capital formation (current US$)"                                                                                                       
##  [429] "Gross domestic savings (% of GDP)"                                                                                                           
##  [430] "Gross domestic savings (current LCU)"                                                                                                        
##  [431] "Gross domestic savings (current US$)"                                                                                                        
##  [432] "Gross fixed capital formation (% of GDP)"                                                                                                    
##  [433] "Gross fixed capital formation (constant 2010 US$)"                                                                                           
##  [434] "Gross fixed capital formation (current LCU)"                                                                                                 
##  [435] "Gross fixed capital formation (current US$)"                                                                                                 
##  [436] "Gross intake ratio in first grade of primary education, female (% of relevant age group)"                                                    
##  [437] "Gross intake ratio in first grade of primary education, male (% of relevant age group)"                                                      
##  [438] "Gross intake ratio in first grade of primary education, total (% of relevant age group)"                                                     
##  [439] "Gross national expenditure (% of GDP)"                                                                                                       
##  [440] "Gross national expenditure (constant 2010 US$)"                                                                                              
##  [441] "Gross national expenditure (current LCU)"                                                                                                    
##  [442] "Gross national expenditure (current US$)"                                                                                                    
##  [443] "Gross savings (% of GDP)"                                                                                                                    
##  [444] "Gross savings (% of GNI)"                                                                                                                    
##  [445] "Gross savings (current LCU)"                                                                                                                 
##  [446] "Gross savings (current US$)"                                                                                                                 
##  [447] "Gross value added at basic prices (GVA) (constant 2010 US$)"                                                                                 
##  [448] "Gross value added at basic prices (GVA) (constant LCU)"                                                                                      
##  [449] "Gross value added at basic prices (GVA) (current LCU)"                                                                                       
##  [450] "Gross value added at basic prices (GVA) (current US$)"                                                                                       
##  [451] "Hospital beds (per 1,000 people)"                                                                                                            
##  [452] "Households and NPISHs final consumption expenditure (% of GDP)"                                                                              
##  [453] "Households and NPISHs Final consumption expenditure (constant 2010 US$)"                                                                     
##  [454] "Households and NPISHs Final consumption expenditure (current LCU)"                                                                           
##  [455] "Households and NPISHs Final consumption expenditure (current US$)"                                                                           
##  [456] "Households and NPISHs Final consumption expenditure per capita (constant 2010 US$)"                                                          
##  [457] "Households and NPISHs Final consumption expenditure, PPP (constant 2017 international $)"                                                    
##  [458] "Households and NPISHs Final consumption expenditure, PPP (current international $)"                                                          
##  [459] "Households and NPISHs final consumption expenditure: linked series (current LCU)"                                                            
##  [460] "Human capital index (HCI) (scale 0-1)"                                                                                                       
##  [461] "Human capital index (HCI), female (scale 0-1)"                                                                                               
##  [462] "Human capital index (HCI), female, lower bound (scale 0-1)"                                                                                  
##  [463] "Human capital index (HCI), female, upper bound (scale 0-1)"                                                                                  
##  [464] "Human capital index (HCI), lower bound (scale 0-1)"                                                                                          
##  [465] "Human capital index (HCI), male (scale 0-1)"                                                                                                 
##  [466] "Human capital index (HCI), male, lower bound (scale 0-1)"                                                                                    
##  [467] "Human capital index (HCI), male, upper bound (scale 0-1)"                                                                                    
##  [468] "Human capital index (HCI), upper bound (scale 0-1)"                                                                                          
##  [469] "IBRD loans and IDA credits (DOD, current US$)"                                                                                               
##  [470] "ICT goods imports (% total goods imports)"                                                                                                   
##  [471] "ICT service exports (% of service exports, BoP)"                                                                                             
##  [472] "ICT service exports (BoP, current US$)"                                                                                                      
##  [473] "IDA resource allocation index (1=low to 6=high)"                                                                                             
##  [474] "IFC, private nonguaranteed (NFL, current US$)"                                                                                               
##  [475] "IMF repurchases and charges (TDS, current US$)"                                                                                              
##  [476] "Immunization, DPT (% of children ages 12-23 months)"                                                                                         
##  [477] "Immunization, HepB3 (% of one-year-old children)"                                                                                            
##  [478] "Immunization, measles (% of children ages 12-23 months)"                                                                                     
##  [479] "Import unit value index (2000 = 100)"                                                                                                        
##  [480] "Import value index (2000 = 100)"                                                                                                             
##  [481] "Import volume index (2000 = 100)"                                                                                                            
##  [482] "Imports of goods and services (% of GDP)"                                                                                                    
##  [483] "Imports of goods and services (BoP, current US$)"                                                                                            
##  [484] "Imports of goods and services (constant 2010 US$)"                                                                                           
##  [485] "Imports of goods and services (current LCU)"                                                                                                 
##  [486] "Imports of goods and services (current US$)"                                                                                                 
##  [487] "Imports of goods, services and primary income (BoP, current US$)"                                                                            
##  [488] "Incidence of HIV (per 1,000 uninfected population ages 15-49)"                                                                               
##  [489] "Incidence of malaria (per 1,000 population at risk)"                                                                                         
##  [490] "Incidence of tuberculosis (per 100,000 people)"                                                                                              
##  [491] "Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)"                 
##  [492] "Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)"                               
##  [493] "Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line)"                 
##  [494] "Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD)"                               
##  [495] "Individuals using the Internet (% of population)"                                                                                            
##  [496] "Industry (including construction), value added (% of GDP)"                                                                                   
##  [497] "Industry (including construction), value added (annual % growth)"                                                                            
##  [498] "Industry (including construction), value added (constant 2010 US$)"                                                                          
##  [499] "Industry (including construction), value added (constant LCU)"                                                                               
##  [500] "Industry (including construction), value added (current LCU)"                                                                                
##  [501] "Industry (including construction), value added (current US$)"                                                                                
##  [502] "Industry (including construction), value added per worker (constant 2010 US$)"                                                               
##  [503] "Inflation, consumer prices (annual %)"                                                                                                       
##  [504] "Inflation, GDP deflator (annual %)"                                                                                                          
##  [505] "Inflation, GDP deflator: linked series (annual %)"                                                                                           
##  [506] "Informal payments to public officials (% of firms)"                                                                                          
##  [507] "Insurance and financial services (% of commercial service exports)"                                                                          
##  [508] "Insurance and financial services (% of commercial service imports)"                                                                          
##  [509] "Insurance and financial services (% of service exports, BoP)"                                                                                
##  [510] "Insurance and financial services (% of service imports, BoP)"                                                                                
##  [511] "Intentional homicides (per 100,000 people)"                                                                                                  
##  [512] "Interest payments (% of expense)"                                                                                                            
##  [513] "Interest payments (% of revenue)"                                                                                                            
##  [514] "Interest payments (current LCU)"                                                                                                             
##  [515] "Internally displaced persons, new displacement associated with conflict and violence (number of cases)"                                      
##  [516] "Internally displaced persons, new displacement associated with disasters (number of cases)"                                                  
##  [517] "Internally displaced persons, total displaced by conflict and violence (number of people)"                                                   
##  [518] "International migrant stock (% of population)"                                                                                               
##  [519] "International migrant stock, total"                                                                                                          
##  [520] "International tourism, expenditures (% of total imports)"                                                                                    
##  [521] "International tourism, expenditures (current US$)"                                                                                           
##  [522] "International tourism, expenditures for passenger transport items (current US$)"                                                             
##  [523] "International tourism, expenditures for travel items (current US$)"                                                                          
##  [524] "International tourism, receipts (% of total exports)"                                                                                        
##  [525] "International tourism, receipts (current US$)"                                                                                               
##  [526] "International tourism, receipts for passenger transport items (current US$)"                                                                 
##  [527] "International tourism, receipts for travel items (current US$)"                                                                              
##  [528] "Investment in energy with private participation (current US$)"                                                                               
##  [529] "Labor force participation rate for ages 15-24, female (%) (modeled ILO estimate)"                                                            
##  [530] "Labor force participation rate for ages 15-24, female (%) (national estimate)"                                                               
##  [531] "Labor force participation rate for ages 15-24, male (%) (modeled ILO estimate)"                                                              
##  [532] "Labor force participation rate for ages 15-24, male (%) (national estimate)"                                                                 
##  [533] "Labor force participation rate for ages 15-24, total (%) (modeled ILO estimate)"                                                             
##  [534] "Labor force participation rate for ages 15-24, total (%) (national estimate)"                                                                
##  [535] "Labor force participation rate, female (% of female population ages 15-64) (modeled ILO estimate)"                                           
##  [536] "Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)"                                             
##  [537] "Labor force participation rate, female (% of female population ages 15+) (national estimate)"                                                
##  [538] "Labor force participation rate, male (% of male population ages 15-64) (modeled ILO estimate)"                                               
##  [539] "Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)"                                                 
##  [540] "Labor force participation rate, male (% of male population ages 15+) (national estimate)"                                                    
##  [541] "Labor force participation rate, total (% of total population ages 15-64) (modeled ILO estimate)"                                             
##  [542] "Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)"                                               
##  [543] "Labor force participation rate, total (% of total population ages 15+) (national estimate)"                                                  
##  [544] "Labor force with advanced education (% of total working-age population with advanced education)"                                             
##  [545] "Labor force with advanced education, female (% of female working-age population with advanced education)"                                    
##  [546] "Labor force with advanced education, male (% of male working-age population with advanced education)"                                        
##  [547] "Labor force with basic education (% of total working-age population with basic education)"                                                   
##  [548] "Labor force with basic education, female (% of female working-age population with basic education)"                                          
##  [549] "Labor force with basic education, male (% of male working-age population with basic education)"                                              
##  [550] "Labor force with intermediate education (% of total working-age population with intermediate education)"                                     
##  [551] "Labor force with intermediate education, female (% of female working-age population with intermediate education)"                            
##  [552] "Labor force with intermediate education, male (% of male working-age population with intermediate education)"                                
##  [553] "Labor force, female (% of total labor force)"                                                                                                
##  [554] "Labor force, total"                                                                                                                          
##  [555] "Labor tax and contributions (% of commercial profits)"                                                                                       
##  [556] "Land area (sq. km)"                                                                                                                          
##  [557] "Land under cereal production (hectares)"                                                                                                     
##  [558] "Lead time to export, median case (days)"                                                                                                     
##  [559] "Lead time to import, median case (days)"                                                                                                     
##  [560] "Lending interest rate (%)"                                                                                                                   
##  [561] "Level of water stress: freshwater withdrawal as a proportion of available freshwater resources"                                              
##  [562] "Life expectancy at birth, female (years)"                                                                                                    
##  [563] "Life expectancy at birth, male (years)"                                                                                                      
##  [564] "Life expectancy at birth, total (years)"                                                                                                     
##  [565] "Lifetime risk of maternal death (%)"                                                                                                         
##  [566] "Lifetime risk of maternal death (1 in: rate varies by country)"                                                                              
##  [567] "Literacy rate, adult female (% of females ages 15 and above)"                                                                                
##  [568] "Literacy rate, adult male (% of males ages 15 and above)"                                                                                    
##  [569] "Literacy rate, adult total (% of people ages 15 and above)"                                                                                  
##  [570] "Literacy rate, youth (ages 15-24), gender parity index (GPI)"                                                                                
##  [571] "Literacy rate, youth female (% of females ages 15-24)"                                                                                       
##  [572] "Literacy rate, youth male (% of males ages 15-24)"                                                                                           
##  [573] "Literacy rate, youth total (% of people ages 15-24)"                                                                                         
##  [574] "Livestock production index (2004-2006 = 100)"                                                                                                
##  [575] "Logistics performance index: Ability to track and trace consignments (1=low to 5=high)"                                                      
##  [576] "Logistics performance index: Competence and quality of logistics services (1=low to 5=high)"                                                 
##  [577] "Logistics performance index: Ease of arranging competitively priced shipments (1=low to 5=high)"                                             
##  [578] "Logistics performance index: Efficiency of customs clearance process (1=low to 5=high)"                                                      
##  [579] "Logistics performance index: Frequency with which shipments reach consignee within scheduled or expected time (1=low to 5=high)"             
##  [580] "Logistics performance index: Overall (1=low to 5=high)"                                                                                      
##  [581] "Logistics performance index: Quality of trade and transport-related infrastructure (1=low to 5=high)"                                        
##  [582] "Losses due to theft and vandalism (% of annual sales of affected firms)"                                                                     
##  [583] "Lower secondary completion rate, female (% of relevant age group)"                                                                           
##  [584] "Lower secondary completion rate, male (% of relevant age group)"                                                                             
##  [585] "Lower secondary completion rate, total (% of relevant age group)"                                                                            
##  [586] "Lower secondary school starting age (years)"                                                                                                 
##  [587] "Mammal species, threatened"                                                                                                                  
##  [588] "Manufactures exports (% of merchandise exports)"                                                                                             
##  [589] "Manufactures imports (% of merchandise imports)"                                                                                             
##  [590] "Manufacturing, value added (% of GDP)"                                                                                                       
##  [591] "Manufacturing, value added (annual % growth)"                                                                                                
##  [592] "Manufacturing, value added (constant 2010 US$)"                                                                                              
##  [593] "Manufacturing, value added (constant LCU)"                                                                                                   
##  [594] "Manufacturing, value added (current LCU)"                                                                                                    
##  [595] "Manufacturing, value added (current US$)"                                                                                                    
##  [596] "Maternal mortality ratio (modeled estimate, per 100,000 live births)"                                                                        
##  [597] "Maternal mortality ratio (national estimate, per 100,000 live births)"                                                                       
##  [598] "Medium and high-tech exports (% manufactured exports)"                                                                                       
##  [599] "Medium and high-tech Industry (including construction) (% manufacturing value added)"                                                        
##  [600] "Merchandise exports (current US$)"                                                                                                           
##  [601] "Merchandise exports by the reporting economy (current US$)"                                                                                  
##  [602] "Merchandise exports by the reporting economy, residual (% of total merchandise exports)"                                                     
##  [603] "Merchandise exports to economies in the Arab World (% of total merchandise exports)"                                                         
##  [604] "Merchandise exports to high-income economies (% of total merchandise exports)"                                                               
##  [605] "Merchandise exports to low- and middle-income economies in East Asia &amp; Pacific (% of total merchandise exports)"                             
##  [606] "Merchandise exports to low- and middle-income economies in Europe &amp; Central Asia (% of total merchandise exports)"                           
##  [607] "Merchandise exports to low- and middle-income economies in Latin America &amp; the Caribbean (% of total merchandise exports)"                   
##  [608] "Merchandise exports to low- and middle-income economies in Middle East &amp; North Africa (% of total merchandise exports)"                      
##  [609] "Merchandise exports to low- and middle-income economies in South Asia (% of total merchandise exports)"                                      
##  [610] "Merchandise exports to low- and middle-income economies in Sub-Saharan Africa (% of total merchandise exports)"                              
##  [611] "Merchandise exports to low- and middle-income economies outside region (% of total merchandise exports)"                                     
##  [612] "Merchandise exports to low- and middle-income economies within region (% of total merchandise exports)"                                      
##  [613] "Merchandise imports (current US$)"                                                                                                           
##  [614] "Merchandise imports by the reporting economy (current US$)"                                                                                  
##  [615] "Merchandise imports by the reporting economy, residual (% of total merchandise imports)"                                                     
##  [616] "Merchandise imports from economies in the Arab World (% of total merchandise imports)"                                                       
##  [617] "Merchandise imports from high-income economies (% of total merchandise imports)"                                                             
##  [618] "Merchandise imports from low- and middle-income economies in East Asia &amp; Pacific (% of total merchandise imports)"                           
##  [619] "Merchandise imports from low- and middle-income economies in Europe &amp; Central Asia (% of total merchandise imports)"                         
##  [620] "Merchandise imports from low- and middle-income economies in Latin America &amp; the Caribbean (% of total merchandise imports)"                 
##  [621] "Merchandise imports from low- and middle-income economies in Middle East &amp; North Africa (% of total merchandise imports)"                    
##  [622] "Merchandise imports from low- and middle-income economies in South Asia (% of total merchandise imports)"                                    
##  [623] "Merchandise imports from low- and middle-income economies in Sub-Saharan Africa (% of total merchandise imports)"                            
##  [624] "Merchandise imports from low- and middle-income economies outside region (% of total merchandise imports)"                                   
##  [625] "Merchandise imports from low- and middle-income economies within region (% of total merchandise imports)"                                    
##  [626] "Merchandise trade (% of GDP)"                                                                                                                
##  [627] "Methane emissions (% change from 1990)"                                                                                                      
##  [628] "Methane emissions (kt of CO2 equivalent)"                                                                                                    
##  [629] "Methane emissions in energy sector (thousand metric tons of CO2 equivalent)"                                                                 
##  [630] "Methodology assessment of statistical capacity (scale 0 - 100)"                                                                              
##  [631] "Military expenditure (% of GDP)"                                                                                                             
##  [632] "Military expenditure (% of general government expenditure)"                                                                                  
##  [633] "Military expenditure (current LCU)"                                                                                                          
##  [634] "Military expenditure (current USD)"                                                                                                          
##  [635] "Mineral rents (% of GDP)"                                                                                                                    
##  [636] "Mobile cellular subscriptions"                                                                                                               
##  [637] "Mobile cellular subscriptions (per 100 people)"                                                                                              
##  [638] "Monetary Sector credit to private sector (% GDP)"                                                                                            
##  [639] "Mortality caused by road traffic injury (per 100,000 people)"                                                                                
##  [640] "Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70 (%)"                                                                
##  [641] "Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70, female (%)"                                                        
##  [642] "Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70, male (%)"                                                          
##  [643] "Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population)"                                 
##  [644] "Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population)"                  
##  [645] "Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population)"                      
##  [646] "Mortality rate attributed to unintentional poisoning (per 100,000 population)"                                                               
##  [647] "Mortality rate attributed to unintentional poisoning, female (per 100,000 female population)"                                                
##  [648] "Mortality rate attributed to unintentional poisoning, male (per 100,000 male population)"                                                    
##  [649] "Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population)"                                   
##  [650] "Mortality rate, adult, female (per 1,000 female adults)"                                                                                     
##  [651] "Mortality rate, adult, male (per 1,000 male adults)"                                                                                         
##  [652] "Mortality rate, infant (per 1,000 live births)"                                                                                              
##  [653] "Mortality rate, infant, female (per 1,000 live births)"                                                                                      
##  [654] "Mortality rate, infant, male (per 1,000 live births)"                                                                                        
##  [655] "Mortality rate, neonatal (per 1,000 live births)"                                                                                            
##  [656] "Mortality rate, under-5 (per 1,000 live births)"                                                                                             
##  [657] "Mortality rate, under-5, female (per 1,000 live births)"                                                                                     
##  [658] "Mortality rate, under-5, male (per 1,000 live births)"                                                                                       
##  [659] "Multidimensional poverty headcount ratio (% of total population)"                                                                            
##  [660] "Multidimensional poverty headcount ratio, children (% of population ages 0-17)"                                                              
##  [661] "Multidimensional poverty index (scale 0-1)"                                                                                                  
##  [662] "Multidimensional poverty index, children (population ages 0-17) (scale 0-1)"                                                                 
##  [663] "Multidimensional poverty intensity (average share of deprivations experienced by the poor)"                                                  
##  [664] "Multilateral debt service (% of public and publicly guaranteed debt service)"                                                                
##  [665] "Multilateral debt service (TDS, current US$)"                                                                                                
##  [666] "Natural gas rents (% of GDP)"                                                                                                                
##  [667] "Net acquisition of financial assets (% of GDP)"                                                                                              
##  [668] "Net acquisition of financial assets (current LCU)"                                                                                           
##  [669] "Net barter terms of trade index (2000 = 100)"                                                                                                
##  [670] "Net bilateral aid flows from DAC donors, Australia (current US$)"                                                                            
##  [671] "Net bilateral aid flows from DAC donors, Austria (current US$)"                                                                              
##  [672] "Net bilateral aid flows from DAC donors, Belgium (current US$)"                                                                              
##  [673] "Net bilateral aid flows from DAC donors, Canada (current US$)"                                                                               
##  [674] "Net bilateral aid flows from DAC donors, Czech Republic (current US$)"                                                                       
##  [675] "Net bilateral aid flows from DAC donors, Denmark (current US$)"                                                                              
##  [676] "Net bilateral aid flows from DAC donors, European Union institutions (current US$)"                                                          
##  [677] "Net bilateral aid flows from DAC donors, Finland (current US$)"                                                                              
##  [678] "Net bilateral aid flows from DAC donors, France (current US$)"                                                                               
##  [679] "Net bilateral aid flows from DAC donors, Germany (current US$)"                                                                              
##  [680] "Net bilateral aid flows from DAC donors, Greece (current US$)"                                                                               
##  [681] "Net bilateral aid flows from DAC donors, Hungary (current US$)"                                                                              
##  [682] "Net bilateral aid flows from DAC donors, Iceland (current US$)"                                                                              
##  [683] "Net bilateral aid flows from DAC donors, Ireland (current US$)"                                                                              
##  [684] "Net bilateral aid flows from DAC donors, Italy (current US$)"                                                                                
##  [685] "Net bilateral aid flows from DAC donors, Japan (current US$)"                                                                                
##  [686] "Net bilateral aid flows from DAC donors, Korea, Rep. (current US$)"                                                                          
##  [687] "Net bilateral aid flows from DAC donors, Luxembourg (current US$)"                                                                           
##  [688] "Net bilateral aid flows from DAC donors, Netherlands (current US$)"                                                                          
##  [689] "Net bilateral aid flows from DAC donors, New Zealand (current US$)"                                                                          
##  [690] "Net bilateral aid flows from DAC donors, Norway (current US$)"                                                                               
##  [691] "Net bilateral aid flows from DAC donors, Poland (current US$)"                                                                               
##  [692] "Net bilateral aid flows from DAC donors, Portugal (current US$)"                                                                             
##  [693] "Net bilateral aid flows from DAC donors, Slovak Republic (current US$)"                                                                      
##  [694] "Net bilateral aid flows from DAC donors, Slovenia (current US$)"                                                                             
##  [695] "Net bilateral aid flows from DAC donors, Spain (current US$)"                                                                                
##  [696] "Net bilateral aid flows from DAC donors, Sweden (current US$)"                                                                               
##  [697] "Net bilateral aid flows from DAC donors, Switzerland (current US$)"                                                                          
##  [698] "Net bilateral aid flows from DAC donors, Total (current US$)"                                                                                
##  [699] "Net bilateral aid flows from DAC donors, United Kingdom (current US$)"                                                                       
##  [700] "Net bilateral aid flows from DAC donors, United States (current US$)"                                                                        
##  [701] "Net capital account (BoP, current US$)"                                                                                                      
##  [702] "Net domestic credit (current LCU)"                                                                                                           
##  [703] "Net errors and omissions (BoP, current US$)"                                                                                                 
##  [704] "Net financial account (BoP, current US$)"                                                                                                    
##  [705] "Net financial flows, bilateral (NFL, current US$)"                                                                                           
##  [706] "Net financial flows, IBRD (NFL, current US$)"                                                                                                
##  [707] "Net financial flows, IDA (NFL, current US$)"                                                                                                 
##  [708] "Net financial flows, IMF concessional (NFL, current US$)"                                                                                    
##  [709] "Net financial flows, IMF nonconcessional (NFL, current US$)"                                                                                 
##  [710] "Net financial flows, multilateral (NFL, current US$)"                                                                                        
##  [711] "Net financial flows, others (NFL, current US$)"                                                                                              
##  [712] "Net financial flows, RDB concessional (NFL, current US$)"                                                                                    
##  [713] "Net financial flows, RDB nonconcessional (NFL, current US$)"                                                                                 
##  [714] "Net flows on external debt, private nonguaranteed (PNG) (NFL, current US$)"                                                                  
##  [715] "Net foreign assets (current LCU)"                                                                                                            
##  [716] "Net incurrence of liabilities, total (% of GDP)"                                                                                             
##  [717] "Net incurrence of liabilities, total (current LCU)"                                                                                          
##  [718] "Net intake rate in grade 1 (% of official school-age population)"                                                                            
##  [719] "Net intake rate in grade 1, female (% of official school-age population)"                                                                    
##  [720] "Net intake rate in grade 1, male (% of official school-age population)"                                                                      
##  [721] "Net investment in nonfinancial assets (% of GDP)"                                                                                            
##  [722] "Net investment in nonfinancial assets (current LCU)"                                                                                         
##  [723] "Net lending (+) / net borrowing (-) (% of GDP)"                                                                                              
##  [724] "Net lending (+) / net borrowing (-) (current LCU)"                                                                                           
##  [725] "Net migration"                                                                                                                               
##  [726] "Net ODA received (% of central government expense)"                                                                                          
##  [727] "Net ODA received (% of GNI)"                                                                                                                 
##  [728] "Net ODA received (% of gross capital formation)"                                                                                             
##  [729] "Net ODA received (% of imports of goods, services and primary income)"                                                                       
##  [730] "Net ODA received per capita (current US$)"                                                                                                   
##  [731] "Net official development assistance and official aid received (constant 2015 US$)"                                                           
##  [732] "Net official development assistance and official aid received (current US$)"                                                                 
##  [733] "Net official development assistance received (constant 2015 US$)"                                                                            
##  [734] "Net official development assistance received (current US$)"                                                                                  
##  [735] "Net official flows from UN agencies, FAO (current US$)"                                                                                      
##  [736] "Net official flows from UN agencies, IAEA (current US$)"                                                                                     
##  [737] "Net official flows from UN agencies, IFAD (current US$)"                                                                                     
##  [738] "Net official flows from UN agencies, ILO (current US$)"                                                                                      
##  [739] "Net official flows from UN agencies, UNDP (current US$)"                                                                                     
##  [740] "Net official flows from UN agencies, UNFPA (current US$)"                                                                                    
##  [741] "Net official flows from UN agencies, UNHCR (current US$)"                                                                                    
##  [742] "Net official flows from UN agencies, UNICEF (current US$)"                                                                                   
##  [743] "Net official flows from UN agencies, UNTA (current US$)"                                                                                     
##  [744] "Net official flows from UN agencies, WFP (current US$)"                                                                                      
##  [745] "Net official flows from UN agencies, WHO (current US$)"                                                                                      
##  [746] "Net primary income (BoP, current US$)"                                                                                                       
##  [747] "Net primary income (Net income from abroad) (current LCU)"                                                                                   
##  [748] "Net primary income (Net income from abroad) (current US$)"                                                                                   
##  [749] "Net secondary income (BoP, current US$)"                                                                                                     
##  [750] "Net secondary income (Net current transfers from abroad) (current LCU)"                                                                      
##  [751] "Net secondary income (Net current transfers from abroad) (current US$)"                                                                      
##  [752] "Net trade in goods (BoP, current US$)"                                                                                                       
##  [753] "Net trade in goods and services (BoP, current US$)"                                                                                          
##  [754] "New business density (new registrations per 1,000 people ages 15-64)"                                                                        
##  [755] "New businesses registered (number)"                                                                                                          
##  [756] "Newborns protected against tetanus (%)"                                                                                                      
##  [757] "Nitrous oxide emissions (% change from 1990)"                                                                                                
##  [758] "Nitrous oxide emissions (thousand metric tons of CO2 equivalent)"                                                                            
##  [759] "Nitrous oxide emissions in energy sector (% of total)"                                                                                       
##  [760] "Nitrous oxide emissions in energy sector (thousand metric tons of CO2 equivalent)"                                                           
##  [761] "Number of deaths ages 5-14 years"                                                                                                            
##  [762] "Number of infant deaths"                                                                                                                     
##  [763] "Number of maternal deaths"                                                                                                                   
##  [764] "Number of neonatal deaths"                                                                                                                   
##  [765] "Number of under-five deaths"                                                                                                                 
##  [766] "Nurses and midwives (per 1,000 people)"                                                                                                      
##  [767] "Official exchange rate (LCU per US$, period average)"                                                                                        
##  [768] "Oil rents (% of GDP)"                                                                                                                        
##  [769] "Ores and metals exports (% of merchandise exports)"                                                                                          
##  [770] "Ores and metals imports (% of merchandise imports)"                                                                                          
##  [771] "Other expense (% of expense)"                                                                                                                
##  [772] "Other expense (current LCU)"                                                                                                                 
##  [773] "Other greenhouse gas emissions (% change from 1990)"                                                                                         
##  [774] "Other greenhouse gas emissions, HFC, PFC and SF6 (thousand metric tons of CO2 equivalent)"                                                   
##  [775] "Other taxes (% of revenue)"                                                                                                                  
##  [776] "Other taxes (current LCU)"                                                                                                                   
##  [777] "Other taxes payable by businesses (% of commercial profits)"                                                                                 
##  [778] "Out-of-pocket expenditure (% of current health expenditure)"                                                                                 
##  [779] "Out-of-pocket expenditure per capita (current US$)"                                                                                          
##  [780] "Out-of-pocket expenditure per capita, PPP (current international $)"                                                                         
##  [781] "Over-age students, primary (% of enrollment)"                                                                                                
##  [782] "Over-age students, primary, female (% of female enrollment)"                                                                                 
##  [783] "Over-age students, primary, male (% of male enrollment)"                                                                                     
##  [784] "Part time employment, female (% of total female employment)"                                                                                 
##  [785] "Part time employment, male (% of total male employment)"                                                                                     
##  [786] "Part time employment, total (% of total employment)"                                                                                         
##  [787] "People practicing open defecation (% of population)"                                                                                         
##  [788] "People practicing open defecation, rural (% of rural population)"                                                                            
##  [789] "People practicing open defecation, urban (% of urban population)"                                                                            
##  [790] "People using at least basic drinking water services (% of population)"                                                                       
##  [791] "People using at least basic drinking water services, rural (% of rural population)"                                                          
##  [792] "People using at least basic drinking water services, urban (% of urban population)"                                                          
##  [793] "People using at least basic sanitation services (% of population)"                                                                           
##  [794] "People using at least basic sanitation services, rural (% of rural population)"                                                              
##  [795] "People using at least basic sanitation services, urban (% of urban population)"                                                              
##  [796] "People with basic handwashing facilities including soap and water (% of population)"                                                         
##  [797] "People with basic handwashing facilities including soap and water, rural (% of rural population)"                                            
##  [798] "People with basic handwashing facilities including soap and water, urban (% of urban population)"                                            
##  [799] "Periodicity and timeliness assessment of statistical capacity (scale 0 - 100)"                                                               
##  [800] "Permanent cropland (% of land area)"                                                                                                         
##  [801] "Persistence to grade 5, female (% of cohort)"                                                                                                
##  [802] "Persistence to grade 5, male (% of cohort)"                                                                                                  
##  [803] "Persistence to grade 5, total (% of cohort)"                                                                                                 
##  [804] "Persistence to last grade of primary, female (% of cohort)"                                                                                  
##  [805] "Persistence to last grade of primary, male (% of cohort)"                                                                                    
##  [806] "Persistence to last grade of primary, total (% of cohort)"                                                                                   
##  [807] "Personal remittances, paid (current US$)"                                                                                                    
##  [808] "Personal remittances, received (% of GDP)"                                                                                                   
##  [809] "Personal remittances, received (current US$)"                                                                                                
##  [810] "Personal transfers, receipts (BoP, current US$)"                                                                                             
##  [811] "Physicians (per 1,000 people)"                                                                                                               
##  [812] "Plant species (higher), threatened"                                                                                                          
##  [813] "PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)"                                                                      
##  [814] "PM2.5 air pollution, population exposed to levels exceeding WHO guideline value (% of total)"                                                
##  [815] "PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-1 value (% of total)"                                             
##  [816] "PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-2 value (% of total)"                                             
##  [817] "PM2.5 pollution, population exposed to levels exceeding WHO Interim Target-3 value (% of total)"                                             
##  [818] "PNG, bonds (NFL, current US$)"                                                                                                               
##  [819] "PNG, commercial banks and other creditors (NFL, current US$)"                                                                                
##  [820] "Population ages 0-14 (% of total population)"                                                                                                
##  [821] "Population ages 0-14, female"                                                                                                                
##  [822] "Population ages 0-14, female (% of female population)"                                                                                       
##  [823] "Population ages 0-14, male"                                                                                                                  
##  [824] "Population ages 0-14, male (% of male population)"                                                                                           
##  [825] "Population ages 0-14, total"                                                                                                                 
##  [826] "Population ages 00-04, female (% of female population)"                                                                                      
##  [827] "Population ages 00-04, male (% of male population)"                                                                                          
##  [828] "Population ages 05-09, female (% of female population)"                                                                                      
##  [829] "Population ages 05-09, male (% of male population)"                                                                                          
##  [830] "Population ages 10-14, female (% of female population)"                                                                                      
##  [831] "Population ages 10-14, male (% of male population)"                                                                                          
##  [832] "Population ages 15-19, female (% of female population)"                                                                                      
##  [833] "Population ages 15-19, male (% of male population)"                                                                                          
##  [834] "Population ages 15-64 (% of total population)"                                                                                               
##  [835] "Population ages 15-64, female"                                                                                                               
##  [836] "Population ages 15-64, female (% of female population)"                                                                                      
##  [837] "Population ages 15-64, male"                                                                                                                 
##  [838] "Population ages 15-64, male (% of male population)"                                                                                          
##  [839] "Population ages 15-64, total"                                                                                                                
##  [840] "Population ages 20-24, female (% of female population)"                                                                                      
##  [841] "Population ages 20-24, male (% of male population)"                                                                                          
##  [842] "Population ages 25-29, female (% of female population)"                                                                                      
##  [843] "Population ages 25-29, male (% of male population)"                                                                                          
##  [844] "Population ages 30-34, female (% of female population)"                                                                                      
##  [845] "Population ages 30-34, male (% of male population)"                                                                                          
##  [846] "Population ages 35-39, female (% of female population)"                                                                                      
##  [847] "Population ages 35-39, male (% of male population)"                                                                                          
##  [848] "Population ages 40-44, female (% of female population)"                                                                                      
##  [849] "Population ages 40-44, male (% of male population)"                                                                                          
##  [850] "Population ages 45-49, female (% of female population)"                                                                                      
##  [851] "Population ages 45-49, male (% of male population)"                                                                                          
##  [852] "Population ages 50-54, female (% of female population)"                                                                                      
##  [853] "Population ages 50-54, male (% of male population)"                                                                                          
##  [854] "Population ages 55-59, female (% of female population)"                                                                                      
##  [855] "Population ages 55-59, male (% of male population)"                                                                                          
##  [856] "Population ages 60-64, female (% of female population)"                                                                                      
##  [857] "Population ages 60-64, male (% of male population)"                                                                                          
##  [858] "Population ages 65 and above (% of total population)"                                                                                        
##  [859] "Population ages 65 and above, female"                                                                                                        
##  [860] "Population ages 65 and above, female (% of female population)"                                                                               
##  [861] "Population ages 65 and above, male"                                                                                                          
##  [862] "Population ages 65 and above, male (% of male population)"                                                                                   
##  [863] "Population ages 65 and above, total"                                                                                                         
##  [864] "Population ages 65-69, female (% of female population)"                                                                                      
##  [865] "Population ages 65-69, male (% of male population)"                                                                                          
##  [866] "Population ages 70-74, female (% of female population)"                                                                                      
##  [867] "Population ages 70-74, male (% of male population)"                                                                                          
##  [868] "Population ages 75-79, female (% of female population)"                                                                                      
##  [869] "Population ages 75-79, male (% of male population)"                                                                                          
##  [870] "Population ages 80 and above, female (% of female population)"                                                                               
##  [871] "Population ages 80 and above, male (% of male population)"                                                                                   
##  [872] "Population density (people per sq. km of land area)"                                                                                         
##  [873] "Population growth (annual %)"                                                                                                                
##  [874] "Population in largest city"                                                                                                                  
##  [875] "Population in the largest city (% of urban population)"                                                                                      
##  [876] "Population in urban agglomerations of more than 1 million"                                                                                   
##  [877] "Population in urban agglomerations of more than 1 million (% of total population)"                                                           
##  [878] "Population living in slums (% of urban population)"                                                                                          
##  [879] "Population, female"                                                                                                                          
##  [880] "Population, female (% of total population)"                                                                                                  
##  [881] "Population, male"                                                                                                                            
##  [882] "Population, male (% of total population)"                                                                                                    
##  [883] "Population, total"                                                                                                                           
##  [884] "Portfolio equity, net inflows (BoP, current US$)"                                                                                            
##  [885] "Portfolio investment, bonds (PPG + PNG) (NFL, current US$)"                                                                                  
##  [886] "Portfolio investment, net (BoP, current US$)"                                                                                                
##  [887] "Poverty headcount ratio at national poverty lines (% of population)"                                                                         
##  [888] "Power outages in firms in a typical month (number)"                                                                                          
##  [889] "PPG, bonds (NFL, current US$)"                                                                                                               
##  [890] "PPG, commercial banks (NFL, current US$)"                                                                                                    
##  [891] "PPG, IBRD (DOD, current US$)"                                                                                                                
##  [892] "PPG, IDA (DOD, current US$)"                                                                                                                 
##  [893] "PPG, official creditors (NFL, current US$)"                                                                                                  
##  [894] "PPG, other private creditors (NFL, current US$)"                                                                                             
##  [895] "PPG, private creditors (NFL, current US$)"                                                                                                   
##  [896] "PPP conversion factor, GDP (LCU per international $)"                                                                                        
##  [897] "PPP conversion factor, private consumption (LCU per international $)"                                                                        
##  [898] "Pregnant women receiving prenatal care (%)"                                                                                                  
##  [899] "Preprimary education, duration (years)"                                                                                                      
##  [900] "Presence of peace keepers (number of troops, police, and military observers in mandate)"                                                     
##  [901] "Present value of external debt (% of exports of goods, services and primary income)"                                                         
##  [902] "Present value of external debt (% of GNI)"                                                                                                   
##  [903] "Present value of external debt (current US$)"                                                                                                
##  [904] "Prevalence of anemia among children (% of children under 5)"                                                                                 
##  [905] "Prevalence of anemia among non-pregnant women (% of women ages 15-49)"                                                                       
##  [906] "Prevalence of anemia among pregnant women (%)"                                                                                               
##  [907] "Prevalence of anemia among women of reproductive age (% of women ages 15-49)"                                                                
##  [908] "Prevalence of HIV, female (% ages 15-24)"                                                                                                    
##  [909] "Prevalence of HIV, male (% ages 15-24)"                                                                                                      
##  [910] "Prevalence of HIV, total (% of population ages 15-49)"                                                                                       
##  [911] "Prevalence of moderate or severe food insecurity in the population (%)"                                                                      
##  [912] "Prevalence of overweight, weight for height (% of children under 5)"                                                                         
##  [913] "Prevalence of overweight, weight for height, female (% of children under 5)"                                                                 
##  [914] "Prevalence of overweight, weight for height, male (% of children under 5)"                                                                   
##  [915] "Prevalence of severe food insecurity in the population (%)"                                                                                  
##  [916] "Prevalence of severe wasting, weight for height (% of children under 5)"                                                                     
##  [917] "Prevalence of severe wasting, weight for height, female (% of children under 5)"                                                             
##  [918] "Prevalence of severe wasting, weight for height, male (% of children under 5)"                                                               
##  [919] "Prevalence of stunting, height for age (% of children under 5)"                                                                              
##  [920] "Prevalence of stunting, height for age, female (% of children under 5)"                                                                      
##  [921] "Prevalence of stunting, height for age, male (% of children under 5)"                                                                        
##  [922] "Prevalence of undernourishment (% of population)"                                                                                            
##  [923] "Prevalence of underweight, weight for age (% of children under 5)"                                                                           
##  [924] "Prevalence of underweight, weight for age, female (% of children under 5)"                                                                   
##  [925] "Prevalence of underweight, weight for age, male (% of children under 5)"                                                                     
##  [926] "Prevalence of wasting, weight for height (% of children under 5)"                                                                            
##  [927] "Prevalence of wasting, weight for height, female (% of children under 5)"                                                                    
##  [928] "Prevalence of wasting, weight for height, male (% of children under 5)"                                                                      
##  [929] "Price level ratio of PPP conversion factor (GDP) to market exchange rate"                                                                    
##  [930] "Primary completion rate, female (% of relevant age group)"                                                                                   
##  [931] "Primary completion rate, male (% of relevant age group)"                                                                                     
##  [932] "Primary completion rate, total (% of relevant age group)"                                                                                    
##  [933] "Primary education, duration (years)"                                                                                                         
##  [934] "Primary education, pupils"                                                                                                                   
##  [935] "Primary education, pupils (% female)"                                                                                                        
##  [936] "Primary education, teachers"                                                                                                                 
##  [937] "Primary education, teachers (% female)"                                                                                                      
##  [938] "Primary government expenditures as a proportion of original approved budget (%)"                                                             
##  [939] "Primary income payments (BoP, current US$)"                                                                                                  
##  [940] "Primary income receipts (BoP, current US$)"                                                                                                  
##  [941] "Primary school starting age (years)"                                                                                                         
##  [942] "Private credit bureau coverage (% of adults)"                                                                                                
##  [943] "Probability of dying at age 5-14 years (per 1,000 children age 5)"                                                                           
##  [944] "Procedures to build a warehouse (number)"                                                                                                    
##  [945] "Procedures to register property (number)"                                                                                                    
##  [946] "Profit tax (% of commercial profits)"                                                                                                        
##  [947] "Progression to secondary school (%)"                                                                                                         
##  [948] "Progression to secondary school, female (%)"                                                                                                 
##  [949] "Progression to secondary school, male (%)"                                                                                                   
##  [950] "Proportion of population pushed below the $1.90 ($ 2011 PPP) poverty line by out-of-pocket health care expenditure (%)"                      
##  [951] "Proportion of population spending more than 10% of household consumption or income on out-of-pocket health care expenditure (%)"             
##  [952] "Proportion of population spending more than 25% of household consumption or income on out-of-pocket health care expenditure (%)"             
##  [953] "Proportion of seats held by women in national parliaments (%)"                                                                               
##  [954] "Proportion of women subjected to physical and/or sexual violence in the last 12 months (% of women age 15-49)"                               
##  [955] "Public and publicly guaranteed debt service (% of exports of goods, services and primary income)"                                            
##  [956] "Public and publicly guaranteed debt service (% of GNI)"                                                                                      
##  [957] "Public credit registry coverage (% of adults)"                                                                                               
##  [958] "Public private partnerships investment in energy (current US$)"                                                                              
##  [959] "Pump price for diesel fuel (US$ per liter)"                                                                                                  
##  [960] "Pump price for gasoline (US$ per liter)"                                                                                                     
##  [961] "Pupil-teacher ratio, lower secondary"                                                                                                        
##  [962] "Pupil-teacher ratio, preprimary"                                                                                                             
##  [963] "Pupil-teacher ratio, primary"                                                                                                                
##  [964] "Pupil-teacher ratio, secondary"                                                                                                              
##  [965] "Pupil-teacher ratio, tertiary"                                                                                                               
##  [966] "Pupil-teacher ratio, upper secondary"                                                                                                        
##  [967] "Ratio of female to male labor force participation rate (%) (modeled ILO estimate)"                                                           
##  [968] "Ratio of female to male labor force participation rate (%) (national estimate)"                                                              
##  [969] "Real interest rate (%)"                                                                                                                      
##  [970] "Refugee population by country or territory of asylum"                                                                                        
##  [971] "Refugee population by country or territory of origin"                                                                                        
##  [972] "Renewable electricity output (% of total electricity output)"                                                                                
##  [973] "Renewable energy consumption (% of total final energy consumption)"                                                                          
##  [974] "Renewable internal freshwater resources per capita (cubic meters)"                                                                           
##  [975] "Renewable internal freshwater resources, total (billion cubic meters)"                                                                       
##  [976] "Repeaters, primary, female (% of female enrollment)"                                                                                         
##  [977] "Repeaters, primary, male (% of male enrollment)"                                                                                             
##  [978] "Repeaters, primary, total (% of total enrollment)"                                                                                           
##  [979] "Reserves and related items (BoP, current US$)"                                                                                               
##  [980] "Revenue, excluding grants (% of GDP)"                                                                                                        
##  [981] "Revenue, excluding grants (current LCU)"                                                                                                     
##  [982] "Rural population"                                                                                                                            
##  [983] "Rural population (% of total population)"                                                                                                    
##  [984] "Rural population growth (annual %)"                                                                                                          
##  [985] "School enrollment, preprimary (% gross)"                                                                                                     
##  [986] "School enrollment, preprimary, female (% gross)"                                                                                             
##  [987] "School enrollment, preprimary, male (% gross)"                                                                                               
##  [988] "School enrollment, primary (% gross)"                                                                                                        
##  [989] "School enrollment, primary (% net)"                                                                                                          
##  [990] "School enrollment, primary (gross), gender parity index (GPI)"                                                                               
##  [991] "School enrollment, primary and secondary (gross), gender parity index (GPI)"                                                                 
##  [992] "School enrollment, primary, female (% gross)"                                                                                                
##  [993] "School enrollment, primary, female (% net)"                                                                                                  
##  [994] "School enrollment, primary, male (% gross)"                                                                                                  
##  [995] "School enrollment, primary, male (% net)"                                                                                                    
##  [996] "School enrollment, primary, private (% of total primary)"                                                                                    
##  [997] "School enrollment, secondary (% gross)"                                                                                                      
##  [998] "School enrollment, secondary (% net)"                                                                                                        
##  [999] "School enrollment, secondary (gross), gender parity index (GPI)"                                                                             
## [1000] "School enrollment, secondary, female (% gross)"                                                                                              
## [1001] "School enrollment, secondary, female (% net)"                                                                                                
## [1002] "School enrollment, secondary, male (% gross)"                                                                                                
## [1003] "School enrollment, secondary, male (% net)"                                                                                                  
## [1004] "School enrollment, secondary, private (% of total secondary)"                                                                                
## [1005] "School enrollment, tertiary (% gross)"                                                                                                       
## [1006] "School enrollment, tertiary (gross), gender parity index (GPI)"                                                                              
## [1007] "School enrollment, tertiary, female (% gross)"                                                                                               
## [1008] "School enrollment, tertiary, male (% gross)"                                                                                                 
## [1009] "Scientific and technical journal articles"                                                                                                   
## [1010] "Secondary education, duration (years)"                                                                                                       
## [1011] "Secondary education, general pupils"                                                                                                         
## [1012] "Secondary education, general pupils (% female)"                                                                                              
## [1013] "Secondary education, pupils"                                                                                                                 
## [1014] "Secondary education, pupils (% female)"                                                                                                      
## [1015] "Secondary education, teachers"                                                                                                               
## [1016] "Secondary education, teachers (% female)"                                                                                                    
## [1017] "Secondary education, teachers, female"                                                                                                       
## [1018] "Secondary education, vocational pupils"                                                                                                      
## [1019] "Secondary education, vocational pupils (% female)"                                                                                           
## [1020] "Secondary income receipts (BoP, current US$)"                                                                                                
## [1021] "Secondary income, other sectors, payments (BoP, current US$)"                                                                                
## [1022] "Secure Internet servers"                                                                                                                     
## [1023] "Secure Internet servers (per 1 million people)"                                                                                              
## [1024] "Self-employed, female (% of female employment) (modeled ILO estimate)"                                                                       
## [1025] "Self-employed, male (% of male employment) (modeled ILO estimate)"                                                                           
## [1026] "Self-employed, total (% of total employment) (modeled ILO estimate)"                                                                         
## [1027] "Service exports (BoP, current US$)"                                                                                                          
## [1028] "Service imports (BoP, current US$)"                                                                                                          
## [1029] "Services, value added (% of GDP)"                                                                                                            
## [1030] "Services, value added (annual % growth)"                                                                                                     
## [1031] "Services, value added (constant 2010 US$)"                                                                                                   
## [1032] "Services, value added (constant LCU)"                                                                                                        
## [1033] "Services, value added (current LCU)"                                                                                                         
## [1034] "Services, value added (current US$)"                                                                                                         
## [1035] "Services, value added per worker (constant 2010 US$)"                                                                                        
## [1036] "Sex ratio at birth (male births per female births)"                                                                                          
## [1037] "Share of tariff lines with international peaks, all products (%)"                                                                            
## [1038] "Share of tariff lines with international peaks, manufactured products (%)"                                                                   
## [1039] "Share of tariff lines with international peaks, primary products (%)"                                                                        
## [1040] "Share of tariff lines with specific rates, all products (%)"                                                                                 
## [1041] "Share of tariff lines with specific rates, manufactured products (%)"                                                                        
## [1042] "Share of tariff lines with specific rates, primary products (%)"                                                                             
## [1043] "Share of youth not in education, employment or training, female (% of female youth population)"                                              
## [1044] "Share of youth not in education, employment or training, male (% of male youth population)"                                                  
## [1045] "Share of youth not in education, employment or training, total (% of youth population)"                                                      
## [1046] "Short-term debt (% of exports of goods, services and primary income)"                                                                        
## [1047] "Short-term debt (% of total external debt)"                                                                                                  
## [1048] "Short-term debt (% of total reserves)"                                                                                                       
## [1049] "Social contributions (% of revenue)"                                                                                                         
## [1050] "Social contributions (current LCU)"                                                                                                          
## [1051] "Source data assessment of statistical capacity (scale 0 - 100)"                                                                              
## [1052] "Specialist surgical workforce (per 100,000 population)"                                                                                      
## [1053] "Start-up procedures to register a business (number)"                                                                                         
## [1054] "Start-up procedures to register a business, female (number)"                                                                                 
## [1055] "Start-up procedures to register a business, male (number)"                                                                                   
## [1056] "Statistical Capacity score (Overall average)"                                                                                                
## [1057] "Strength of legal rights index (0=weak to 12=strong)"                                                                                        
## [1058] "Subsidies and other transfers (% of expense)"                                                                                                
## [1059] "Subsidies and other transfers (current LCU)"                                                                                                 
## [1060] "Suicide mortality rate (per 100,000 population)"                                                                                             
## [1061] "Suicide mortality rate, female (per 100,000 female population)"                                                                              
## [1062] "Suicide mortality rate, male (per 100,000 male population)"                                                                                  
## [1063] "Surface area (sq. km)"                                                                                                                       
## [1064] "Survival to age 65, female (% of cohort)"                                                                                                    
## [1065] "Survival to age 65, male (% of cohort)"                                                                                                      
## [1066] "Tariff rate, applied, simple mean, all products (%)"                                                                                         
## [1067] "Tariff rate, applied, simple mean, manufactured products (%)"                                                                                
## [1068] "Tariff rate, applied, simple mean, primary products (%)"                                                                                     
## [1069] "Tariff rate, applied, weighted mean, all products (%)"                                                                                       
## [1070] "Tariff rate, applied, weighted mean, manufactured products (%)"                                                                              
## [1071] "Tariff rate, applied, weighted mean, primary products (%)"                                                                                   
## [1072] "Tariff rate, most favored nation, simple mean, all products (%)"                                                                             
## [1073] "Tariff rate, most favored nation, simple mean, manufactured products (%)"                                                                    
## [1074] "Tariff rate, most favored nation, simple mean, primary products (%)"                                                                         
## [1075] "Tariff rate, most favored nation, weighted mean, all products (%)"                                                                           
## [1076] "Tariff rate, most favored nation, weighted mean, manufactured products (%)"                                                                  
## [1077] "Tariff rate, most favored nation, weighted mean, primary products (%)"                                                                       
## [1078] "Tax payments (number)"                                                                                                                       
## [1079] "Tax revenue (% of GDP)"                                                                                                                      
## [1080] "Tax revenue (current LCU)"                                                                                                                   
## [1081] "Taxes less subsidies on products (constant LCU)"                                                                                             
## [1082] "Taxes less subsidies on products (current LCU)"                                                                                              
## [1083] "Taxes less subsidies on products (current US$)"                                                                                              
## [1084] "Taxes on exports (% of tax revenue)"                                                                                                         
## [1085] "Taxes on exports (current LCU)"                                                                                                              
## [1086] "Taxes on goods and services (% of revenue)"                                                                                                  
## [1087] "Taxes on goods and services (% value added of industry and services)"                                                                        
## [1088] "Taxes on goods and services (current LCU)"                                                                                                   
## [1089] "Taxes on income, profits and capital gains (% of revenue)"                                                                                   
## [1090] "Taxes on income, profits and capital gains (% of total taxes)"                                                                               
## [1091] "Taxes on income, profits and capital gains (current LCU)"                                                                                    
## [1092] "Taxes on international trade (% of revenue)"                                                                                                 
## [1093] "Taxes on international trade (current LCU)"                                                                                                  
## [1094] "Technical cooperation grants (BoP, current US$)"                                                                                             
## [1095] "Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant)"                                                     
## [1096] "Terrestrial and marine protected areas (% of total territorial area)"                                                                        
## [1097] "Terrestrial protected areas (% of total land area)"                                                                                          
## [1098] "Tertiary education, academic staff (% female)"                                                                                               
## [1099] "Time required to build a warehouse (days)"                                                                                                   
## [1100] "Time required to enforce a contract (days)"                                                                                                  
## [1101] "Time required to get electricity (days)"                                                                                                     
## [1102] "Time required to obtain an operating license (days)"                                                                                         
## [1103] "Time required to register property (days)"                                                                                                   
## [1104] "Time required to start a business (days)"                                                                                                    
## [1105] "Time required to start a business, female (days)"                                                                                            
## [1106] "Time required to start a business, male (days)"                                                                                              
## [1107] "Time spent dealing with the requirements of government regulations (% of senior management time)"                                            
## [1108] "Time to export, border compliance (hours)"                                                                                                   
## [1109] "Time to export, documentary compliance (hours)"                                                                                              
## [1110] "Time to import, border compliance (hours)"                                                                                                   
## [1111] "Time to import, documentary compliance (hours)"                                                                                              
## [1112] "Time to obtain an electrical connection (days)"                                                                                              
## [1113] "Time to prepare and pay taxes (hours)"                                                                                                       
## [1114] "Time to resolve insolvency (years)"                                                                                                          
## [1115] "Total alcohol consumption per capita (liters of pure alcohol, projected estimates, 15+ years of age)"                                        
## [1116] "Total alcohol consumption per capita, female (liters of pure alcohol, projected estimates, female 15+ years of age)"                         
## [1117] "Total alcohol consumption per capita, male (liters of pure alcohol, projected estimates, male 15+ years of age)"                             
## [1118] "Total debt service (% of exports of goods, services and primary income)"                                                                     
## [1119] "Total debt service (% of GNI)"                                                                                                               
## [1120] "Total fisheries production (metric tons)"                                                                                                    
## [1121] "Total greenhouse gas emissions (% change from 1990)"                                                                                         
## [1122] "Total greenhouse gas emissions (kt of CO2 equivalent)"                                                                                       
## [1123] "Total natural resources rents (% of GDP)"                                                                                                    
## [1124] "Total reserves (% of total external debt)"                                                                                                   
## [1125] "Total reserves (includes gold, current US$)"                                                                                                 
## [1126] "Total reserves in months of imports"                                                                                                         
## [1127] "Total reserves minus gold (current US$)"                                                                                                     
## [1128] "Total tax and contribution rate (% of profit)"                                                                                               
## [1129] "Trade (% of GDP)"                                                                                                                            
## [1130] "Trade in services (% of GDP)"                                                                                                                
## [1131] "Transport services (% of commercial service exports)"                                                                                        
## [1132] "Transport services (% of commercial service imports)"                                                                                        
## [1133] "Transport services (% of service exports, BoP)"                                                                                              
## [1134] "Transport services (% of service imports, BoP)"                                                                                              
## [1135] "Travel services (% of commercial service exports)"                                                                                           
## [1136] "Travel services (% of commercial service imports)"                                                                                           
## [1137] "Travel services (% of service exports, BoP)"                                                                                                 
## [1138] "Travel services (% of service imports, BoP)"                                                                                                 
## [1139] "Tuberculosis case detection rate (%, all forms)"                                                                                             
## [1140] "Tuberculosis treatment success rate (% of new cases)"                                                                                        
## [1141] "UHC service coverage index"                                                                                                                  
## [1142] "Unemployment with advanced education (% of total labor force with advanced education)"                                                       
## [1143] "Unemployment with advanced education, female (% of female labor force with advanced education)"                                              
## [1144] "Unemployment with advanced education, male (% of male labor force with advanced education)"                                                  
## [1145] "Unemployment with basic education (% of total labor force with basic education)"                                                             
## [1146] "Unemployment with basic education, female (% of female labor force with basic education)"                                                    
## [1147] "Unemployment with basic education, male (% of male labor force with basic education)"                                                        
## [1148] "Unemployment with intermediate education (% of total labor force with intermediate education)"                                               
## [1149] "Unemployment with intermediate education, female (% of female labor force with intermediate education)"                                      
## [1150] "Unemployment with intermediate education, male (% of male labor force with intermediate education)"                                          
## [1151] "Unemployment, female (% of female labor force) (modeled ILO estimate)"                                                                       
## [1152] "Unemployment, female (% of female labor force) (national estimate)"                                                                          
## [1153] "Unemployment, male (% of male labor force) (modeled ILO estimate)"                                                                           
## [1154] "Unemployment, male (% of male labor force) (national estimate)"                                                                              
## [1155] "Unemployment, total (% of total labor force) (modeled ILO estimate)"                                                                         
## [1156] "Unemployment, total (% of total labor force) (national estimate)"                                                                            
## [1157] "Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)"                                                      
## [1158] "Unemployment, youth female (% of female labor force ages 15-24) (national estimate)"                                                         
## [1159] "Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)"                                                          
## [1160] "Unemployment, youth male (% of male labor force ages 15-24) (national estimate)"                                                             
## [1161] "Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)"                                                        
## [1162] "Unemployment, youth total (% of total labor force ages 15-24) (national estimate)"                                                           
## [1163] "Unmet need for contraception (% of married women ages 15-49)"                                                                                
## [1164] "Urban population"                                                                                                                            
## [1165] "Urban population (% of total population)"                                                                                                    
## [1166] "Urban population growth (annual %)"                                                                                                          
## [1167] "Use of IMF credit (DOD, current US$)"                                                                                                        
## [1168] "Use of insecticide-treated bed nets (% of under-5 population)"                                                                               
## [1169] "Value lost due to electrical outages (% of sales for affected firms)"                                                                        
## [1170] "Vitamin A supplementation coverage rate (% of children ages 6-59 months)"                                                                    
## [1171] "Vulnerable employment, female (% of female employment) (modeled ILO estimate)"                                                               
## [1172] "Vulnerable employment, male (% of male employment) (modeled ILO estimate)"                                                                   
## [1173] "Vulnerable employment, total (% of total employment) (modeled ILO estimate)"                                                                 
## [1174] "Wage and salaried workers, female (% of female employment) (modeled ILO estimate)"                                                           
## [1175] "Wage and salaried workers, male (% of male employment) (modeled ILO estimate)"                                                               
## [1176] "Wage and salaried workers, total (% of total employment) (modeled ILO estimate)"                                                             
## [1177] "Wanted fertility rate (births per woman)"                                                                                                    
## [1178] "Women Business and the Law Index Score (scale 1-100)"                                                                                        
## [1179] "Women participating in the three decisions (own health care, major household purchases, and visiting family) (% of women age 15-49)"         
## [1180] "Women who believe a husband is justified in beating his wife (any of five reasons) (%)"                                                      
## [1181] "Women who believe a husband is justified in beating his wife when she argues with him (%)"                                                   
## [1182] "Women who believe a husband is justified in beating his wife when she burns the food (%)"                                                    
## [1183] "Women who believe a husband is justified in beating his wife when she goes out without telling him (%)"                                      
## [1184] "Women who believe a husband is justified in beating his wife when she neglects the children (%)"                                             
## [1185] "Women who believe a husband is justified in beating his wife when she refuses sex with him (%)"                                              
## [1186] "Women who were first married by age 15 (% of women ages 20-24)"                                                                              
## [1187] "Women who were first married by age 18 (% of women ages 20-24)"                                                                              
## [1188] "Women's share of population ages 15+ living with HIV (%)"

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## [1] "year"

## [2] "Access to clean fuels and technologies for cooking (% of population)"

## [3] "Access to electricity (% of population)"

## [4] "Access to electricity, rural (% of rural population)"

## [5] "Access to electricity, urban (% of urban population)"

## [6] "Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+)"

## [7] "Account ownership at a financial institution or with a mobile-money-service provider, female (% of population ages 15+)"

## [8] "Account ownership at a financial institution or with a mobile-money-service provider, male (% of population ages 15+)"

## [9] "Account ownership at a financial institution or with a mobile-money-service provider, older adults (% of population ages 25+)"

## [10] "Account ownership at a financial institution or with a mobile-money-service provider, poorest 40% (% of population ages 15+)"

## [11] "Account ownership at a financial institution or with a mobile-money-service provider, primary education or less (% of population ages 15+)"

## [12] "Account ownership at a financial institution or with a mobile-money-service provider, richest 60% (% of population ages 15+)"

## [13] "Account ownership at a financial institution or with a mobile-money-service provider, secondary education or more (% of population ages 15+)"

## [14] "Account ownership at a financial institution or with a mobile-money-service provider, young adults (% of population ages 15-24)"

## [15] "Adequacy of social insurance programs (% of total welfare of beneficiary households)"

## [16] "Adequacy of social protection and labor programs (% of total welfare of beneficiary households)"

## [17] "Adequacy of social safety net programs (% of total welfare of beneficiary households)"

## [18] "Adjusted net enrollment rate, primary (% of primary school age children)"

## [19] "Adjusted net enrollment rate, primary, female (% of primary school age children)"

## [20] "Adjusted net enrollment rate, primary, male (% of primary school age children)"

## [21] "Adjusted net national income (constant 2010 US$)"

## [22] "Adjusted net national income (current US$)"

## [23] "Adjusted net national income per capita (constant 2010 US$)"

## [24] "Adjusted net national income per capita (current US$)"

## [25] "Adjusted net savings, excluding particulate emission damage (% of GNI)"

## [26] "Adjusted net savings, excluding particulate emission damage (current US$)"

## [27] "Adjusted net savings, including particulate emission damage (% of GNI)"

## [28] "Adjusted net savings, including particulate emission damage (current US$)"

## [29] "Adjusted savings: carbon dioxide damage (% of GNI)"

## [30] "Adjusted savings: carbon dioxide damage (current US$)"

## [31] "Adjusted savings: consumption of fixed capital (% of GNI)"

## [32] "Adjusted savings: consumption of fixed capital (current US$)"

## [33] "Adjusted savings: education expenditure (% of GNI)"

## [34] "Adjusted savings: education expenditure (current US$)"

## [35] "Adjusted savings: energy depletion (% of GNI)"

## [36] "Adjusted savings: energy depletion (current US$)"

## [37] "Adjusted savings: gross savings (% of GNI)"

## [38] "Adjusted savings: mineral depletion (% of GNI)"

## [39] "Adjusted savings: mineral depletion (current US$)"

## [40] "Adjusted savings: natural resources depletion (% of GNI)"

## [41] "Adjusted savings: net forest depletion (% of GNI)"

## [42] "Adjusted savings: net forest depletion (current US$)"

## [43] "Adjusted savings: net national savings (% of GNI)"

## [44] "Adjusted savings: net national savings (current US$)"

## [45] "Adjusted savings: particulate emission damage (% of GNI)"

## [46] "Adjusted savings: particulate emission damage (current US$)"

## [47] "Adolescent fertility rate (births per 1,000 women ages 15-19)"

## [48] "Adolescents out of school (% of lower secondary school age)"

## [49] "Adolescents out of school, female (% of female lower secondary school age)"

## [50] "Adolescents out of school, male (% of male lower secondary school age)"

## [51] "Adults (ages 15+) and children (ages 0-14) newly infected with HIV"

## [52] "Adults (ages 15+) newly infected with HIV"

## [53] "Age dependency ratio (% of working-age population)"

## [54] "Age dependency ratio, old (% of working-age population)"

## [55] "Age dependency ratio, young (% of working-age population)"

## [56] "Agricultural irrigated land (% of total agricultural land)"

## [57] "Agricultural land (% of land area)"

## [58] "Agricultural land (sq. km)"

## [59] "Agricultural machinery, tractors"

## [60] "Agricultural machinery, tractors per 100 sq. km of arable land"

## [61] "Agricultural methane emissions (% of total)"

## [62] "Agricultural methane emissions (thousand metric tons of CO2 equivalent)"

## [63] "Agricultural nitrous oxide emissions (% of total)"

## [64] "Agricultural nitrous oxide emissions (thousand metric tons of CO2 equivalent)"

## [65] "Agricultural raw materials exports (% of merchandise exports)"

## [66] "Agricultural raw materials imports (% of merchandise imports)"

## [67] "Agriculture, forestry, and fishing, value added (% of GDP)"

## [68] "Agriculture, forestry, and fishing, value added (annual % growth)"

## [69] "Agriculture, forestry, and fishing, value added (constant 2010 US$)"

## [70] "Agriculture, forestry, and fishing, value added (constant LCU)"

## [71] "Agriculture, forestry, and fishing, value added (current LCU)"

## [72] "Agriculture, forestry, and fishing, value added (current US$)"

## [73] "Agriculture, forestry, and fishing, value added per worker (constant 2010 US$)"

## [74] "Air transport, freight (million ton-km)"

## [75] "Air transport, passengers carried"

## [76] "Air transport, registered carrier departures worldwide"

## [77] "Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal)"

## [78] "Annual freshwater withdrawals, domestic (% of total freshwater withdrawal)"

## [79] "Annual freshwater withdrawals, industry (% of total freshwater withdrawal)"

## [80] "Annual freshwater withdrawals, total (% of internal resources)"

## [81] "Annual freshwater withdrawals, total (billion cubic meters)"

## [82] "Antiretroviral therapy coverage (% of people living with HIV)"

## [83] "Antiretroviral therapy coverage for PMTCT (% of pregnant women living with HIV)"

## [84] "Aquaculture production (metric tons)"

## [85] "Arable land (% of land area)"

## [86] "Arable land (hectares per person)"

## [87] "Arable land (hectares)"

## [88] "ARI treatment (% of children under 5 taken to a health provider)"

## [89] "Armed forces personnel (% of total labor force)"

## [90] "Armed forces personnel, total"

## [91] "Arms exports (SIPRI trend indicator values)"

## [92] "Arms imports (SIPRI trend indicator values)"

## [93] "Automated teller machines (ATMs) (per 100,000 adults)"

## [94] "Average number of visits or required meetings with tax officials (for affected firms)"

## [95] "Average precipitation in depth (mm per year)"

## [96] "Average time to clear exports through customs (days)"

## [97] "Average transaction cost of sending remittances to a specific country (%)"

## [98] "Average working hours of children, study and work, ages 7-14 (hours per week)"

## [99] "Average working hours of children, study and work, female, ages 7-14 (hours per week)"

## [100] "Average working hours of children, study and work, male, ages 7-14 (hours per week)"

## [101] "Average working hours of children, working only, ages 7-14 (hours per week)"

## [102] "Average working hours of children, working only, female, ages 7-14 (hours per week)"

## [103] "Average working hours of children, working only, male, ages 7-14 (hours per week)"

## [104] "Bank capital to assets ratio (%)"

## [105] "Bank liquid reserves to bank assets ratio (%)"

## [106] "Bank nonperforming loans to total gross loans (%)"

## [107] "Battle-related deaths (number of people)"

## [108] "Benefit incidence of social insurance programs to poorest quintile (% of total social insurance benefits)"

## [109] "Benefit incidence of social protection and labor programs to poorest quintile (% of total SPL benefits)"

## [110] "Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits)"

## [111] "Binding coverage, all products (%)"

## [112] "Binding coverage, manufactured products (%)"

## [113] "Binding coverage, primary products (%)"

## [114] "Bird species, threatened"

## [115] "Birth rate, crude (per 1,000 people)"

## [116] "Births attended by skilled health staff (% of total)"

## [117] "Borrowers from commercial banks (per 1,000 adults)"

## [118] "Bound rate, simple mean, all products (%)"

## [119] "Bound rate, simple mean, manufactured products (%)"

## [120] "Bound rate, simple mean, primary products (%)"

## [121] "Bribery incidence (% of firms experiencing at least one bribe payment request)"

## [122] "Broad money (% of GDP)"

## [123] "Broad money (current LCU)"

## [124] "Broad money growth (annual %)"

## [125] "Broad money to total reserves ratio"

## [126] "Business extent of disclosure index (0=less disclosure to 10=more disclosure)"

## [127] "Capture fisheries production (metric tons)"

## [128] "Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)"

## [129] "Cause of death, by injury (% of total)"

## [130] "Cause of death, by non-communicable diseases (% of total)"

## [131] "Cereal production (metric tons)"

## [132] "Cereal yield (kg per hectare)"

## [133] "Charges for the use of intellectual property, payments (BoP, current US$)"

## [134] "Charges for the use of intellectual property, receipts (BoP, current US$)"

## [135] "Children (0-14) living with HIV"

## [136] "Children (ages 0-14) newly infected with HIV"

## [137] "Children in employment, female (% of female children ages 7-14)"

## [138] "Children in employment, male (% of male children ages 7-14)"

## [139] "Children in employment, study and work (% of children in employment, ages 7-14)"

## [140] "Children in employment, study and work, female (% of female children in employment, ages 7-14)"

## [141] "Children in employment, study and work, male (% of male children in employment, ages 7-14)"

## [142] "Children in employment, total (% of children ages 7-14)"

## [143] "Children in employment, unpaid family workers (% of children in employment, ages 7-14)"

## [144] "Children in employment, unpaid family workers, female (% of female children in employment, ages 7-14)"

## [145] "Children in employment, unpaid family workers, male (% of male children in employment, ages 7-14)"

## [146] "Children in employment, wage workers (% of children in employment, ages 7-14)"

## [147] "Children in employment, wage workers, female (% of female children in employment, ages 7-14)"

## [148] "Children in employment, wage workers, male (% of male children in employment, ages 7-14)"

## [149] "Children in employment, work only (% of children in employment, ages 7-14)"

## [150] "Children in employment, work only, female (% of female children in employment, ages 7-14)"

## [151] "Children in employment, work only, male (% of male children in employment, ages 7-14)"

## [152] "Children out of school (% of primary school age)"

## [153] "Children out of school, female (% of female primary school age)"

## [154] "Children out of school, male (% of male primary school age)"

## [155] "Children out of school, primary"

## [156] "Children out of school, primary, female"

## [157] "Children out of school, primary, male"

## [158] "Children with fever receiving antimalarial drugs (% of children under age 5 with fever)"

## [159] "Claims on central government (annual growth as % of broad money)"

## [160] "Claims on central government, etc. (% GDP)"

## [161] "Claims on other sectors of the domestic economy (annual growth as % of broad money)"

## [162] "Claims on private sector (annual growth as % of broad money)"

## [163] "CO2 emissions (kg per 2010 US$ of GDP)"

## [164] "CO2 emissions (kg per 2017 PPP $ of GDP)"

## [165] "CO2 emissions (kg per PPP $ of GDP)"

## [166] "CO2 emissions (kt)"

## [167] "CO2 emissions (metric tons per capita)"

## [168] "CO2 emissions from gaseous fuel consumption (% of total)"

## [169] "CO2 emissions from gaseous fuel consumption (kt)"

## [170] "CO2 emissions from liquid fuel consumption (% of total)"

## [171] "CO2 emissions from liquid fuel consumption (kt)"

## [172] "CO2 emissions from solid fuel consumption (% of total)"

## [173] "CO2 emissions from solid fuel consumption (kt)"

## [174] "Coal rents (% of GDP)"

## [175] "Commercial bank branches (per 100,000 adults)"

## [176] "Commercial banks and other lending (PPG + PNG) (NFL, current US$)"

## [177] "Commercial service exports (current US$)"

## [178] "Commercial service imports (current US$)"

## [179] "Communications, computer, etc. (% of service exports, BoP)"

## [180] "Communications, computer, etc. (% of service imports, BoP)"

## [181] "Compensation of employees (% of expense)"

## [182] "Compensation of employees (current LCU)"

## [183] "Completeness of birth registration (%)"

## [184] "Completeness of birth registration, female (%)"

## [185] "Completeness of birth registration, male (%)"

## [186] "Completeness of birth registration, rural (%)"

## [187] "Completeness of birth registration, urban (%)"

## [188] "Compulsory education, duration (years)"

## [189] "Computer, communications and other services (% of commercial service exports)"

## [190] "Computer, communications and other services (% of commercial service imports)"

## [191] "Consumer price index (2010 = 100)"

## [192] "Consumption of iodized salt (% of households)"

## [193] "Contraceptive prevalence, any methods (% of women ages 15-49)"

## [194] "Contraceptive prevalence, modern methods (% of women ages 15-49)"

## [195] "Contributing family workers, female (% of female employment) (modeled ILO estimate)"

## [196] "Contributing family workers, male (% of male employment) (modeled ILO estimate)"

## [197] "Contributing family workers, total (% of total employment) (modeled ILO estimate)"

## [198] "Cost of business start-up procedures (% of GNI per capita)"

## [199] "Cost of business start-up procedures, female (% of GNI per capita)"

## [200] "Cost of business start-up procedures, male (% of GNI per capita)"

## [201] "Cost to export, border compliance (US$)"

## [202] "Cost to export, documentary compliance (US$)"

## [203] "Cost to import, border compliance (US$)"

## [204] "Cost to import, documentary compliance (US$)"

## [205] "Coverage of social insurance programs (% of population)"

## [206] "Coverage of social insurance programs in 2nd quintile (% of population)"

## [207] "Coverage of social insurance programs in 3rd quintile (% of population)"

## [208] "Coverage of social insurance programs in 4th quintile (% of population)"

## [209] "Coverage of social insurance programs in poorest quintile (% of population)"

## [210] "Coverage of social insurance programs in richest quintile (% of population)"

## [211] "Coverage of social protection and labor programs (% of population)"

## [212] "Coverage of social safety net programs (% of population)"

## [213] "Coverage of social safety net programs in 2nd quintile (% of population)"

## [214] "Coverage of social safety net programs in 3rd quintile (% of population)"

## [215] "Coverage of social safety net programs in 4th quintile (% of population)"

## [216] "Coverage of social safety net programs in poorest quintile (% of population)"

## [217] "Coverage of social safety net programs in richest quintile (% of population)"

## [218] "CPIA building human resources rating (1=low to 6=high)"

## [219] "CPIA business regulatory environment rating (1=low to 6=high)"

## [220] "CPIA debt policy rating (1=low to 6=high)"

## [221] "CPIA economic management cluster average (1=low to 6=high)"

## [222] "CPIA efficiency of revenue mobilization rating (1=low to 6=high)"

## [223] "CPIA equity of public resource use rating (1=low to 6=high)"

## [224] "CPIA financial sector rating (1=low to 6=high)"

## [225] "CPIA fiscal policy rating (1=low to 6=high)"

## [226] "CPIA gender equality rating (1=low to 6=high)"

## [227] "CPIA macroeconomic management rating (1=low to 6=high)"

## [228] "CPIA policies for social inclusion/equity cluster average (1=low to 6=high)"

## [229] "CPIA policy and institutions for environmental sustainability rating (1=low to 6=high)"

## [230] "CPIA property rights and rule-based governance rating (1=low to 6=high)"

## [231] "CPIA public sector management and institutions cluster average (1=low to 6=high)"

## [232] "CPIA quality of budgetary and financial management rating (1=low to 6=high)"

## [233] "CPIA quality of public administration rating (1=low to 6=high)"

## [234] "CPIA social protection rating (1=low to 6=high)"

## [235] "CPIA structural policies cluster average (1=low to 6=high)"

## [236] "CPIA trade rating (1=low to 6=high)"

## [237] "CPIA transparency, accountability, and corruption in the public sector rating (1=low to 6=high)"

## [238] "Crop production index (2004-2006 = 100)"

## [239] "Current account balance (% of GDP)"

## [240] "Current account balance (BoP, current US$)"

## [241] "Current education expenditure, primary (% of total expenditure in primary public institutions)"

## [242] "Current education expenditure, secondary (% of total expenditure in secondary public institutions)"

## [243] "Current education expenditure, tertiary (% of total expenditure in tertiary public institutions)"

## [244] "Current education expenditure, total (% of total expenditure in public institutions)"

## [245] "Current health expenditure (% of GDP)"

## [246] "Current health expenditure per capita (current US$)"

## [247] "Current health expenditure per capita, PPP (current international $)"

## [248] "Customs and other import duties (% of tax revenue)"

## [249] "Customs and other import duties (current LCU)"

## [250] "Death rate, crude (per 1,000 people)"

## [251] "Debt service (PPG and IMF only, % of exports of goods, services and primary income)"

## [252] "Debt service on external debt, public and publicly guaranteed (PPG) (TDS, current US$)"

## [253] "Debt service on external debt, total (TDS, current US$)"

## [254] "DEC alternative conversion factor (LCU per US$)"

## [255] "Demand for family planning satisfied by modern methods (% of married women with demand for family planning)"

## [256] "Depositors with commercial banks (per 1,000 adults)"

## [257] "Depth of credit information index (0=low to 8=high)"

## [258] "Diabetes prevalence (% of population ages 20 to 79)"

## [259] "Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)"

## [260] "Diarrhea treatment (% of children under 5 who received ORS packet)"

## [261] "Discrepancy in expenditure estimate of GDP (current LCU)"

## [262] "Domestic credit to private sector (% of GDP)"

## [263] "Domestic credit to private sector by banks (% of GDP)"

## [264] "Domestic general government health expenditure (% of current health expenditure)"

## [265] "Domestic general government health expenditure (% of GDP)"

## [266] "Domestic general government health expenditure (% of general government expenditure)"

## [267] "Domestic general government health expenditure per capita (current US$)"

## [268] "Domestic general government health expenditure per capita, PPP (current international $)"

## [269] "Domestic private health expenditure (% of current health expenditure)"

## [270] "Domestic private health expenditure per capita (current US$)"

## [271] "Domestic private health expenditure per capita, PPP (current international $)"

## [272] "Droughts, floods, extreme temperatures (% of population, average 1990-2009)"

## [273] "Ease of doing business index (1=most business-friendly regulations)"

## [274] "Ease of doing business score (0 = lowest performance to 100 = best performance)"

## [275] "Educational attainment, at least completed lower secondary, population 25+, female (%) (cumulative)"

## [276] "Educational attainment, at least completed lower secondary, population 25+, male (%) (cumulative)"

## [277] "Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative)"

## [278] "Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative)"

## [279] "Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative)"

## [280] "Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative)"

## [281] "Educational attainment, at least completed primary, population 25+ years, female (%) (cumulative)"

## [282] "Educational attainment, at least completed primary, population 25+ years, male (%) (cumulative)"

## [283] "Educational attainment, at least completed primary, population 25+ years, total (%) (cumulative)"

## [284] "Educational attainment, at least completed upper secondary, population 25+, female (%) (cumulative)"

## [285] "Educational attainment, at least completed upper secondary, population 25+, male (%) (cumulative)"

## [286] "Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative)"

## [287] "Employers, female (% of female employment) (modeled ILO estimate)"

## [288] "Employers, male (% of male employment) (modeled ILO estimate)"

## [289] "Employers, total (% of total employment) (modeled ILO estimate)"

## [290] "Employment in agriculture (% of total employment) (modeled ILO estimate)"

## [291] "Employment in agriculture, female (% of female employment) (modeled ILO estimate)"

## [292] "Employment in agriculture, male (% of male employment) (modeled ILO estimate)"

## [293] "Employment in industry (% of total employment) (modeled ILO estimate)"

## [294] "Employment in industry, female (% of female employment) (modeled ILO estimate)"

## [295] "Employment in industry, male (% of male employment) (modeled ILO estimate)"

## [296] "Employment in services (% of total employment) (modeled ILO estimate)"

## [297] "Employment in services, female (% of female employment) (modeled ILO estimate)"

## [298] "Employment in services, male (% of male employment) (modeled ILO estimate)"

## [299] "Employment to population ratio, 15+, female (%) (modeled ILO estimate)"

## [300] "Employment to population ratio, 15+, female (%) (national estimate)"

## [301] "Employment to population ratio, 15+, male (%) (modeled ILO estimate)"

## [302] "Employment to population ratio, 15+, male (%) (national estimate)"

## [303] "Employment to population ratio, 15+, total (%) (modeled ILO estimate)"

## [304] "Employment to population ratio, 15+, total (%) (national estimate)"

## [305] "Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)"

## [306] "Employment to population ratio, ages 15-24, female (%) (national estimate)"

## [307] "Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)"

## [308] "Employment to population ratio, ages 15-24, male (%) (national estimate)"

## [309] "Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)"

## [310] "Employment to population ratio, ages 15-24, total (%) (national estimate)"

## [311] "Energy intensity level of primary energy (MJ/$2011 PPP GDP)"

## [312] "Energy related methane emissions (% of total)"

## [313] "Exclusive breastfeeding (% of children under 6 months)"

## [314] "Expenditure on primary education (% of government expenditure on education)"

## [315] "Expenditure on secondary education (% of government expenditure on education)"

## [316] "Expenditure on tertiary education (% of government expenditure on education)"

## [317] "Expense (% of GDP)"

## [318] "Expense (current LCU)"

## [319] "Export unit value index (2000 = 100)"

## [320] "Export value index (2000 = 100)"

## [321] "Export volume index (2000 = 100)"

## [322] "Exports of goods and services (% of GDP)"

## [323] "Exports of goods and services (BoP, current US$)"

## [324] "Exports of goods and services (constant 2010 US$)"

## [325] "Exports of goods and services (current LCU)"

## [326] "Exports of goods and services (current US$)"

## [327] "Exports of goods, services and primary income (BoP, current US$)"

## [328] "External balance on goods and services (% of GDP)"

## [329] "External balance on goods and services (current LCU)"

## [330] "External balance on goods and services (current US$)"

## [331] "External debt stocks (% of GNI)"

## [332] "External debt stocks, long-term (DOD, current US$)"

## [333] "External debt stocks, private nonguaranteed (PNG) (DOD, current US$)"

## [334] "External debt stocks, public and publicly guaranteed (PPG) (DOD, current US$)"

## [335] "External debt stocks, short-term (DOD, current US$)"

## [336] "External debt stocks, total (DOD, current US$)"

## [337] "External health expenditure (% of current health expenditure)"

## [338] "External health expenditure per capita (current US$)"

## [339] "External health expenditure per capita, PPP (current international $)"

## [340] "Female headed households (% of households with a female head)"

## [341] "Female share of employment in senior and middle management (%)"

## [342] "Fertility rate, total (births per woman)"

## [343] "Fertilizer consumption (% of fertilizer production)"

## [344] "Fertilizer consumption (kilograms per hectare of arable land)"

## [345] "Final consumption expenditure (% of GDP)"

## [346] "Final consumption expenditure (constant 2010 US$)"

## [347] "Final consumption expenditure (current LCU)"

## [348] "Final consumption expenditure (current US$)"

## [349] "Firms competing against unregistered firms (% of firms)"

## [350] "Firms expected to give gifts in meetings with tax officials (% of firms)"

## [351] "Firms experiencing electrical outages (% of firms)"

## [352] "Firms experiencing losses due to theft and vandalism (% of firms)"

## [353] "Firms formally registered when operations started (% of firms)"

## [354] "Firms offering formal training (% of firms)"

## [355] "Firms that spend on R&D (% of firms)"

## [356] "Firms using banks to finance investment (% of firms)"

## [357] "Firms using banks to finance working capital (% of firms)"

## [358] "Firms visited or required meetings with tax officials (% of firms)"

## [359] "Firms with female participation in ownership (% of firms)"

## [360] "Firms with female top manager (% of firms)"

## [361] "Fish species, threatened"

## [362] "Fixed broadband subscriptions"

## [363] "Fixed broadband subscriptions (per 100 people)"

## [364] "Fixed telephone subscriptions"

## [365] "Fixed telephone subscriptions (per 100 people)"

## [366] "Food exports (% of merchandise exports)"

## [367] "Food imports (% of merchandise imports)"

## [368] "Food production index (2004-2006 = 100)"

## [369] "Foreign direct investment, net (BoP, current US$)"

## [370] "Foreign direct investment, net inflows (% of GDP)"

## [371] "Foreign direct investment, net inflows (BoP, current US$)"

## [372] "Foreign direct investment, net outflows (% of GDP)"

## [373] "Foreign direct investment, net outflows (BoP, current US$)"

## [374] "Forest area (% of land area)"

## [375] "Forest area (sq. km)"

MST Blog

DataAnalytics, Programming, Engineering, …

Category Archives: Data Analysis

Data examples using World Bank Data

36 financial world indices – time series plots

world_population_plots

world_population_plots

MST

23 7 2020

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browseURL(“https://data.worldbank.org/”)

browseURL(“https://data.worldbank.org/indicator”)

browseURL(“https://data.worldbank.org/country”)

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WB Indicators: