Scripts and data to reproduce the paper Global flows and rates of international migration of scholars
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Updated
Jun 7, 2026 - Python
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scholarly-migration
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Scripts, data, and replication materials for "Global subnational estimates of migration of scientists reveal large disparities in internal and international flows"
snakemake migration snakemake-workflow internal-migration international-migration scientific-mobility scholarly-migration
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Apr 18, 2025 - HTML
Scripts, data, and replication materials for "A study of gender and regional differences in scientific mobility and immobility among researchers identified as potentially talented"
python snakemake migration rstats mobility snakemake-workflow internal-migration international-migration scientific-mobility scholarly-migration
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Nov 3, 2025 - HTML
Independent replication and India-focused deep-dive of the MPIDR Scholarly Migration Database (Akbaritabar, Theile & Zagheni 2024, Scientific Data). Tracks bilateral scholar flows for 210 countries, 1998-2020.
scopus science-of-science interactive-visualizations bibliometrics brics replication-study gini-coefficient computational-demography openalex brain-drain scholarly-migration net-migration-rate mpidr
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Mar 16, 2026 - Jupyter Notebook
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