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Regions:
East Asia & Pacific
Europe & Central Asia
Latin America & Caribbean
Middle East & North Africa
North America
South Asia
Sub-Saharan Africa
High income
Low income
Lower middle income
Upper middle income
Select Countries:
Afghanistan
Albania
Algeria
American Samoa
Andorra
Angola
Antigua and Barbuda
Argentina
Armenia
Aruba
Australia
Austria
Azerbaijan
Bahamas, The
Bahrain
Bangladesh
Barbados
Belarus
Belgium
Belize
Benin
Bermuda
Bhutan
Bolivia
Bosnia and Herzegovina
Botswana
Brazil
British Virgin Islands
Brunei Darussalam
Bulgaria
Burkina Faso
Burundi
Cabo Verde
Cambodia
Cameroon
Canada
Cayman Islands
Central African Republic
Chad
Channel Islands
Chile
China
Colombia
Comoros
Congo, Dem. Rep.
Congo, Rep.
Costa Rica
Cote d'Ivoire
Croatia
Cuba
Curacao
Cyprus
Czechia
Denmark
Djibouti
Dominica
Dominican Republic
Ecuador
Egypt, Arab Rep.
El Salvador
Equatorial Guinea
Eritrea
Estonia
Eswatini
Ethiopia
Faroe Islands
Fiji
Finland
France
French Polynesia
Gabon
Gambia, The
Georgia
Germany
Ghana
Gibraltar
Greece
Greenland
Grenada
Guam
Guatemala
Guinea
Guinea-Bissau
Guyana
Haiti
Honduras
Hong Kong SAR, China
Hungary
Iceland
India
Indonesia
Iran, Islamic Rep.
Iraq
Ireland
Isle of Man
Israel
Italy
Jamaica
Japan
Jordan
Kazakhstan
Kenya
Kiribati
Korea, Dem. People's Rep.
Korea, Rep.
Kosovo
Kuwait
Kyrgyz Republic
Lao PDR
Latvia
Lebanon
Lesotho
Liberia
Libya
Liechtenstein
Lithuania
Luxembourg
Macao SAR, China
Madagascar
Malawi
Malaysia
Maldives
Mali
Malta
Marshall Islands
Mauritania
Mauritius
Mexico
Micronesia, Fed. Sts.
Moldova
Monaco
Mongolia
Montenegro
Morocco
Mozambique
Myanmar
Namibia
Nauru
Nepal
Netherlands
New Caledonia
New Zealand
Nicaragua
Niger
Nigeria
North Macedonia
Northern Mariana Islands
Norway
Oman
Pakistan
Palau
Panama
Papua New Guinea
Paraguay
Peru
Philippines
Poland
Portugal
Puerto Rico
Qatar
Romania
Russian Federation
Rwanda
Samoa
San Marino
Sao Tome and Principe
Saudi Arabia
Senegal
Serbia
Seychelles
Sierra Leone
Singapore
Sint Maarten (Dutch part)
Slovak Republic
Slovenia
Solomon Islands
Somalia
South Africa
South Sudan
Spain
Sri Lanka
St. Kitts and Nevis
St. Lucia
St. Martin (French part)
St. Vincent and the Grenadines
Sudan
Suriname
Sweden
Switzerland
Syrian Arab Republic
Tajikistan
Tanzania
Thailand
Timor-Leste
Togo
Tonga
Trinidad and Tobago
Tunisia
Turkiye
Turkmenistan
Turks and Caicos Islands
Tuvalu
Uganda
Ukraine
United Arab Emirates
United Kingdom
United States
Uruguay
Uzbekistan
Vanuatu
Venezuela, RB
Vietnam
Virgin Islands (U.S.)
West Bank and Gaza
Yemen, Rep.
Zambia
Zimbabwe
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Economic Policy & Debt: Balance of payments: Capital & financial account
Economic Policy & Debt: Balance of payments: Current account: Balances
Economic Policy & Debt: Balance of payments: Current account: Goods, services & income
Economic Policy & Debt: Balance of payments: Current account: Transfers
Economic Policy & Debt: Balance of payments: Reserves & other items
Economic Policy & Debt: External debt: Debt outstanding
Economic Policy & Debt: External debt: Debt ratios & other items
Economic Policy & Debt: External debt: Debt service
Economic Policy & Debt: External debt: Net flows
Economic Policy & Debt: National accounts: Adjusted savings & income
Economic Policy & Debt: National accounts: Atlas GNI & GNI per capita
Economic Policy & Debt: National accounts: Growth rates
Economic Policy & Debt: National accounts: Local currency at constant prices: Aggregate indicators
Economic Policy & Debt: National accounts: Local currency at constant prices: Expenditure on GDP
Economic Policy & Debt: National accounts: Local currency at constant prices: Other items
Economic Policy & Debt: National accounts: Local currency at constant prices: Value added
Economic Policy & Debt: National accounts: Local currency at current prices: Aggregate indicators
Economic Policy & Debt: National accounts: Local currency at current prices: Expenditure on GDP
Economic Policy & Debt: National accounts: Local currency at current prices: Value added
Economic Policy & Debt: National accounts: Shares of GDP & other
Economic Policy & Debt: National accounts: US$ at constant 2015 prices: Aggregate indicators
Economic Policy & Debt: National accounts: US$ at constant 2015 prices: Expenditure on GDP
Economic Policy & Debt: National accounts: US$ at constant 2015 prices: Value added
Economic Policy & Debt: National accounts: US$ at current prices: Aggregate indicators
Economic Policy & Debt: National accounts: US$ at current prices: Expenditure on GDP
Economic Policy & Debt: National accounts: US$ at current prices: Value added
Economic Policy & Debt: Official development assistance
Economic Policy & Debt: Purchasing power parity
Education: Efficiency
Education: Inputs
Education: Outcomes
Education: Participation
Environment: Agricultural production
Environment: Biodiversity & protected areas
Environment: Density & urbanization
Environment: Emissions
Environment: Energy production & use
Environment: Freshwater
Environment: Land use
Environment: Natural resources contribution to GDP
Financial Sector: Access
Financial Sector: Assets
Financial Sector: Capital markets
Financial Sector: Exchange rates & prices
Financial Sector: Interest rates
Financial Sector: Monetary holdings (liabilities)
Gender: Agency
Gender: Health
Gender: Participation & access
Gender: Public life & decision making
Health
Health: Disease prevention
Health: Health systems
Health: Mortality
Health: Nutrition
Health: Population: Dynamics
Health: Population: Structure
Health: Reproductive health
Health: Risk factors
Health: Universal Health Coverage
Infrastructure: Communications
Infrastructure: Technology
Infrastructure: Transportation
Poverty: Income distribution
Poverty: Multidimensional poverty
Poverty: Poverty rates
Poverty: Shared prosperity
Private Sector & Trade: Business environment
Private Sector & Trade: Exports
Private Sector & Trade: Imports
Private Sector & Trade: Private infrastructure investment
Private Sector & Trade: Tariffs
Private Sector & Trade: Total merchandise trade
Private Sector & Trade: Trade facilitation
Private Sector & Trade: Trade indexes
Private Sector & Trade: Trade price indices
Private Sector & Trade: Travel & tourism
Public Sector: Conflict & fragility
Public Sector: Defense & arms trade
Public Sector: Government finance
Public Sector: Government finance: Deficit & financing
Public Sector: Government finance: Expense
Public Sector: Government finance: Revenue
Public Sector: Policy & institutions
Social Protection & Labor: Economic activity
Social Protection & Labor: Labor force structure
Social Protection & Labor: Migration
Social Protection & Labor: Performance
Social Protection & Labor: Unemployment
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Exploratory Analysis
Compute
Data
Statistics
Plot
Map
Group By:
Income Group
Region
TS Analysis
Time Series
Forecasting
TS Clustering
Plot
ACF
CCF
STL
Lag (Years)
Model Accuracy
Model Prediction
Years
Cluster by:
Indicator with fixed country
Country with fixed indicator
Number of clusters:
Compute
Table
Map
Interpretability
Multivariate Analysis
Preprocessing Options
Max number of NA per variable
Imputation method
K-Nearest Neighbors
Bagged Trees
Linear Model
Mean
Median
Mode
Rolling Window Statistic
Threshold for correlation filter
Compute
Table
Correlation Matrix
Distance Matrix
PCA
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Raw Data
Preprocessed Data
Summary
Biplot
Scree Plot
Contributions Plot
Clustering method
Affinity Propagation
Agglomerative Clustering
DBSCAN
Feature Agglomeration
K-Means
Bisecting K-Means
Mini-Batch K-Means
Mean Shift
OPTICS
Spectral Clustering
Epsilon
Number of clusters
Compute
Table
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Map
Interpretability