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Data and code for performing analyses and plotting figures in "Global Migration of Scholars: Trends and Patterns Revealed by Bibliometric Data"

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MaciejDanko/Global-Migration-of-Scholars-code-and-data-repositry-for-PNAS

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Data and code for performing analyses and plotting figures in "Global patterns of migration of scholars with economic development"

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Citation (APA style): Sanliturk, E., Zagheni, E., Dańko, M. J., Theile, T., & Akbaritabar, A. (2023). Global patterns of migration of scholars with economic development. Proceedings of the National Academy of Sciences, 120(4), e2217937120. https://doi.org/10.1073/pnas.2217937120

DOI: https://doi.org/10.1073/pnas.2217937120

Maintainer: Maciej J. Dańko.

Authors: Maciej J. Dańko and Tom Theile.

Main repository page: https://github.com/MaciejDanko/Global-Migration-of-Scholars-code-and-data-repositry-for-PNAS

Clone of this repository on OSF: https://osf.io/238zn/

The data used were extracted from the Bibliometric Database http://scholarlymigration.org/ (in preparation)

File name Description
README.MD This file in Markdown format.
README.HTML This file in html format.
COUNTRIES_LIST_100.CSV List of 100 selected countries with the highest number of scholars, population > 500,000, and available information on GDP PCAP PPP 2017.
AGGREGATED_DATA.CSV All available data for 210 countries in csv format.
AGGREGATED_DATA.RDA Same as above but in Rdata format.
GENERATE_FIGURE_1.PY Source code (Python v3.9) for plotting Figure 1. Author: Tom Theile (https://github.com/tomthe)
MAIN_ANALYSIS.R Source code (R v4.2.1) for performing analyses and plotting results and data in Figure 2. Author: Maciej J. Dańko (https://github.com/MaciejDanko)
FIGURES\ Folder with plotted figures in different graphical formats.

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Data and code for performing analyses and plotting figures in "Global Migration of Scholars: Trends and Patterns Revealed by Bibliometric Data"

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