Data from: Introducing ORCID

ORCID public profilesThis file contains 2.8 million public profiles from ORCID in both XML and JSON format. You will need 300 GB of free space to decompress the data and work with it.public_profiles.tarIPython Notebook to process ORCID profilesThis IPython Notebook provides code for processing the data from public_profiles.tar into manageable data files for analysis.Process ORCID profiles.htmlProcess ORCID profiles.ipynbORCID migrationsThis file contains all affiliations (education and employment) and associated data. It is part of the output of the IPython Notebook above.ORCID_migrations_2016_12_16.csvORCID migrations by personThis file is an aggregation of affiliation data for each person. It is part of the output of the IPython Notebook above.ORCID_migrations_2016_12_16_by_person.csvIPython Notebook to analyze migrationsThis IPython Notebook provides analysis of the CSV files above.ORCID data analysis.htmlORCID data analysis.ipynbResearchGate - researcher movements from 2006This file was provided to Science magazine by ResearchGate. It was described as being based on "over one million of our members who display education and employment affiliation on their profiles" with the data representing "percentages of total movements of researchers from country to country since 2006."20170110_Science_Researcher movements from 2006.xlsx