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Dataset

Data Acquisition

StackOverflow dataset

  • Use StackOverflow API to get the data here: https://data.stackexchange.com/stackoverflow/query/new

  • write the following query

    SELECT title,concat('https://stackoverflow.com/questions/',id), tags, score, creationDate From Posts
where body like '%<code>%' and
tags like '%dataframe%' and tags like '%python%' and score > 9 and
(body like '%error%' or body like '%bug%' or body like '%not work%' or body like '%fail%' or body like '%performance%' or body like '%expect%' or body like '%crash%' or body like '%incorrect%')

Github dataset

  • Run the python script to get the json file of the GitHub repositories for a specific package from 2009 to 2020:
    • Run the python script: python get_GH.py
  • Then, for each repository, get all the commits that have word "fix":
    • Run the python script: python get_commits.py

R and Python Dataset

GitHub and StackOverflow datasets are in the R and Python folder separately.