Skip to main content
. 2024 Jul 24;11:816. doi: 10.1038/s41597-024-03655-9

Table 3.

Description of columns and variables available in the country dataset20 table for international migration rates data per country and year combination.

Column name Description
year year
countrycode ISO country code
padded_population_of_researchers Population of researchers after 2 years backward filling (padding) is applied
number_of_inmigrations Number of in-migrating scholars
number_of_outmigrations Number of out-migrating scholars
netmigration Net migration count
outmigrationrate Out-migration rate standardized by population of scholars
inmigrationrate In-migration rate standardized by population of scholars
netmigrationrate Net migration rate standardized by population of scholars
iso2code Country ISO 2 letter code
iso3code Country ISO 3 letter code
countryname Country name
region World Bank region
incomelevel World Bank income level
avg_paddedpop Average padded population of scholars
gdp_per_capita Gross Domestic Product (GDP) per capita
population Population of the country from World Bank

Each row includes one pair of country and year, and the next columns provide information from OpenAlex and Scopus.