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

Table 4.

Description of columns and variables available in the “flow” dataset20 table for international migration flow data per country pair and year combination.

Column name Description
n_migrations Number of migrating scholars
year Year
countrynamefrom Country name for migration flow’s “origin”
countrynameto Country name for migration flow’s “destination”
regionfrom World Bank region from
regionto World Bank region to
incomelevelfrom World Bank income level from
incomelevelto World Bank income level to
gdp_per_capitafrom GDP per capita from
gdp_per_capitato GDP per capita to
populationfrom General population count from
populationto General population count to
iso3codefrom ISO 3 letter code from
iso3codeto ISO 3 letter code to
paddedpopfrom Padded population of scholars from
paddedpopto Padded population of scholars to

Each row includes a pair of source- and destination-country and year, and the next columns provide information from OpenAlex and Scopus.