World Bank Indicators

Population and gross domestic product (current US dollars) for 217 economies and 49 regional and income aggregates, by year, from the World Bank's World Development Indicators.

2,660 rows · 2018–2022 · 266 countries · version 1, 2026-10-13

Harmonized · first 8 of 2,660 rows

country	year	measure	value	unit	as published	published unit
Afghanistan	2018	Gross domestic product, current US dollars	18,053,222,687	US dollars	18053222687.4126	current US$
Afghanistan	2018	Total population	36,743,039	persons	36743039	person
Afghanistan	2019	Gross domestic product, current US dollars	18,799,444,490	US dollars	18799444490.1128	current US$
Afghanistan	2019	Total population	37,856,121	persons	37856121	person
Afghanistan	2020	Gross domestic product, current US dollars	19,955,929,052	US dollars	19955929052.1496	current US$
Afghanistan	2020	Total population	39,068,979	persons	39068979	person
Afghanistan	2021	Gross domestic product, current US dollars	14,259,995,441	US dollars	14259995441.0759	current US$
Afghanistan	2021	Total population	40,000,412	persons	40000412	person

As published by the source · first 8 of 2,660 rows

indicator code	indicator name	country iso2	country code	country name	year	value
NY.GDP.MKTP.CD	GDP (current US$)	1A	ARB	Arab World	2018	2,924,906,594,129
NY.GDP.MKTP.CD	GDP (current US$)	1A	ARB	Arab World	2019	2,969,429,771,610
NY.GDP.MKTP.CD	GDP (current US$)	1A	ARB	Arab World	2020	2,608,795,934,174
NY.GDP.MKTP.CD	GDP (current US$)	1A	ARB	Arab World	2021	3,090,113,052,044
NY.GDP.MKTP.CD	GDP (current US$)	1A	ARB	Arab World	2022	3,752,344,988,903
NY.GDP.MKTP.CD	GDP (current US$)	1W	WLD	World	2018	87,310,840,056,718
NY.GDP.MKTP.CD	GDP (current US$)	1W	WLD	World	2019	88,796,498,078,978
NY.GDP.MKTP.CD	GDP (current US$)	1W	WLD	World	2020	86,388,502,867,289

Full data

2,660 rows as CSV or Parquet, with SQL access and the source of every row. Premium access required.

What was done to this data

Collected: 5 API responses from The World Bank, retrieved 2026-10-13. Each is kept unchanged and identified by its SHA-256.
Parsed: 296 rows of wb_countries, 2,660 rows of wb_indicator_observations. Every record was readable.
Places matched: 266 by identifier code to one registry of countries and country groups. Every row's place was matched.
Measures defined: SP.POP.TOTL is Total population, in person; NY.GDP.MKTP.CD is Gross domestic product, current US dollars, in usd. Each is tied to a written definition of what it measures.
Periods: Each year becomes an explicit interval, 1 January to 1 January, on the calendar year.
Missing values: 44 of 2,660 values the source does not report are kept as missing, never as zero.
Checked: Every row has a unique key and names the response record it came from. Version 1, published 2026-10-13.

Columns

code	string	Three-letter World Bank code.
iso2_code	string	Two-letter code the indicator endpoints use.
name	string
region_code	string
region_name	string	"Aggregates" marks a group of economies.
income_level_code	string
income_level_name	string
lending_type_code	string
capital_city	string
longitude	float
latitude	float

indicator_code	string	which variable
indicator_name	string
country_iso2	string	country · wb2	Two-letter code of the economy or aggregate.
country_code	string	country · wb	Three-letter code; empty for some aggregates.
country_name	string
year	int	calendar year
value	float	value	Null when the Bank reports no value.
unit	string
obs_status	string
decimal	int

Sources

World Development Indicators, The World Bank · CC-BY-4.0