githubcontribs: Analyze GitHub contributions

A simple Python API to fetch and plot GitHub contributions across repositories.

Install:

pip install githubcontribs

Fetch data:

import githubcontribs
fetcher = githubcontribs.Fetcher("laminlabs")  # pass the organization
df = fetcher.fetch_contribs("lamindb")  # pass one or multiple repositories
df.head()
#>	date		author		repo	type	title											...
#>	2025-10-11	falexwolf	lamindb	commit	🚸 Better UX for `lamin annotate` CLI command	...
#>	2025-10-10	Koncopd		lamindb	commit	🐛 Various fixes for filtering (#3147)			...
#>	2025-10-10	falexwolf	lamindb	commit	🐛 Do not retrieve records from trash based on	...

Plot data:

plotter = githubcontribs.Plotter(df)
plotter.plot_total_number_by_author_by_type()

plotter.plot_number_by_month_by_author()

If you want to make such analyses reproducible: here is how to track the notebooks, environments, and input & ouput data for these plots.

PS: You can also fetch all repos with activity in a year.

fetcher.fetch_repos()