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Script of data processing:

Creating author - paper database:
  • data/scientists.csv is file downloaded with filter "dispcipline = psychologia" from radon database Registration in that database is obligatory for all active scientists who work within Polish system of higher education, regulated by law. See limitations.
  • Raw dataset was processed using data_creation_code/wrangle_scientists.py and split by affiliation into names.csv in data/institutions/affiliation folders.
  • Those files are manually extended by adding scientists' Orcid link and email via project's Google Drive. Filled files are in anonymized folder.
  • For those scientists who have Orcid profile with at least one work listed, we used data_creation_code/scrape_orcids.py to get a list of their works

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