janalasser / mapping-open-science-research

MapOSR - A Mapping Review of Empirical Studies on Open Science

Authors: Jana Lasser ([email protected]) Jürgen Schneider, Thomas Lösch, Ronny Röwert ([email protected]), Tamara Heck, Clemens Bluemel, Maike Neufend, Isabel Steinhardt, Stefan Skupien ([email protected])

This repository contains code to

• Perform the cleaning of the annotated data for the mapOSR project (clean_data.ipynb)
• Create visualizations for various presentations of the project (create_visualizations.ipynb)
• Perform the interrater-reliability analysis (reliability.html)

The scripts read data files deposited in data and create outputs which are deposited in data (cleaned data files) or plots (visualizations).

This repository is connected to a data repository which contains

• Data version history
• Annotation codebook
• Cleaned dataset
• Cleaned interrater reliability dataset
• List of references of studies included in the dataset
• The PRISMA flow diagram used for data collection
• The PRISMA checklist used for reporting about the study