Data

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Open Source Science

potsdam-research-repos

https://github.com/se-up/potsdam-research-repos

Science Score: 75.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ✓
    Institutional organization owner
    Organization se-up has institutional domain (www.uni-potsdam.de)
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: SE-UP
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 5.19 MB
Statistics
  • Stars: 0
  • Watchers: 3
  • Forks: 0
  • Open Issues: 1
  • Releases: 1
Created about 2 years ago · Last pushed 11 months ago
Metadata Files
Readme License Citation

README.md

DOI

Introduction

This repository contains the data and findings for paper -

Contents

  1. data/: This directory contains the raw data collected from the research repositories. The allresearchrepos.csv file specifically contains data used in this analysis, which is limited to research repositories. (Note: The files allorgrepos.csv and alluserrepos.csv include repositories labeled as research/non_research)
  2. analysis/: This folder contains plot_analysis.ipynb file with graphs/plots used in paper. The analysis and result graphs can be found in the plot_analysis.ipynb Jupyter notebook.
  3. scripts/: This directory contains the code code used for plotting graphs in jupyternotebook.

Methodology

SWORDS-template-UP v1.0.0 have been used for gathering GitHub profiles, repositories and additional software developement variables. This is an exteded version of SWORDS-template

Data Collection

To collect the necessary data for our analysis, follow these steps:

  1. Collect GitHub profiles of users and organizations by using the SWORDS-template-UP collect_users script.
  2. Collect repositories of GitHub profiles using the SWORDS-template-UP collect_repositories script.
  3. Collect additional variables by running specific scripts, such as:

Usage

To reproduce our analysis, follow these steps:

  1. Clone this repository.
  2. Navigate to the analysis/ directory.
  3. Run the analysis script.

License

Citation

Please cite it as described in the CITATION.cff file.

Owner

  • Name: University of Potsdam, Software Engineering Group
  • Login: SE-UP
  • Kind: organization
  • Email: anna-lena.lamprecht@uni-potsdam.de
  • Location: Germany

Software Engineering Group. (chair: Prof. Dr. Anna-Lena Lamprecht), Institute of Computer Science and Informatics, University of Potsdam.

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: >-
  Code and data for paper(reproducing plots) " Software
  FAIRness, Documentation and Development Practices in
  Potsdam Researchers' GitHub Repositories"
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: 'Akshay '
    family-names: Devkate
    affiliation: University of Potsdam
    orcid: 'https://orcid.org/0009-0004-9608-4479'
  - given-names: Anna-Lena
    family-names: Lamprecht
    orcid: 'https://orcid.org/0000-0003-1953-5606'
    affiliation: University of Potsdam
repository-code: >-
  https://github.com/Software-Engineering-Group-UP/potsdam-research-repos
abstract: |2-
   Code and data for paper(reproducing plots) " Software
    FAIRness, Documentation and Development Practices in
    Potsdam Researchers' GitHub Repositories" 
keywords:
  - research software
  - 'software quality '
  - 'empirical software engineering '
  - FAIR4RS
  - DE-RSE
license: MIT

GitHub Events

Total
  • Issues event: 1
  • Push event: 1
  • Pull request review comment event: 2
  • Pull request review event: 2
  • Pull request event: 2
Last Year
  • Issues event: 1
  • Push event: 1
  • Pull request review comment event: 2
  • Pull request review event: 2
  • Pull request event: 2

Dependencies

.github/workflows/pycodestyle.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
requirements.txt pypi
  • matplotlib ==3.7.1
  • numpy ==1.24.3
  • pandas ==1.5.3
  • plotly ==5.9.0
  • seaborn ==0.13.2