theOehrly

    theOehrly/Fast-F1

    FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry

    backend
    datascience
    formula1
    motorsport
    Python
    MIT
    5.5K stars
    502 forks
    5.5K GitHub watchers
    Updated Oct 25, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    2 releases in the last 90 days, the latest 2 days ago, with 47 contributors on GitHub.

    Gained 23% fewer stars in the last 90 days than in the 90 days before.

    Use Cases & Benefits

    • Provides a Python package for accessing and analyzing Formula 1 results, schedules, timing data, and telemetry.
    • Offers extended Pandas DataFrames and custom functions tailored for efficient F1 data manipulation and analysis.
    • Use for building data-driven applications that require detailed Formula 1 timing and telemetry insights.
    • Use for creating visualizations of race data by integrating with Matplotlib for enhanced motorsport analytics.
    • Use for caching and speeding up repeated API requests to the Ergast-compatible F1 data sources in Python scripts.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    A python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry.

    It is recommended to install FastF1 using pip:

    Alternatively, a wheel or a source distribution can be downloaded from Pypi.

    Excerpt from the theOehrly/Fast-F1 README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    502+18

    Open issues

    43+3

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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