{"categories":[{"label":"Information Analysis","url":"https://skillfed.io/packages/category/scientific-engineering-information-analysis"}],"enrichment":{"capability":"FastF1 provides Python access to Formula 1 timing data, telemetry, results, and schedules through an Ergast-compatible API, returning data as extended Pandas DataFrames with F1-specific analysis functions and Matplotlib visualization integration.","skillfed_tags":["motorsport-data","telemetry-analysis","sports-analytics"],"use_cases":["Analyze lap times and tire strategies across a race weekend to compare driver performance.","Extract and visualize telemetry (speed, throttle, brake) for a specific driver or lap.","Build historical F1 statistics dashboards combining results, schedules, and season-long trends.","Compare qualifying and race pace across multiple seasons or drivers.","Prototype machine-learning models using F1 telemetry and performance data as features."],"what_it_does":"FastF1 is a Python library that retrieves and structures Formula 1 data\u2014timing, telemetry, results, and schedules\u2014from the Ergast-compatible API into extended Pandas DataFrames. It adds F1-specific analysis methods to those DataFrames and integrates with Matplotlib for visualization, while implementing request caching to reduce API calls.\n\nThe package is designed for data analysts and developers working with F1 statistics and performance metrics. It abstracts away API details and data wrangling, letting you load a session or race weekend and immediately work with lap times, driver telemetry, and results as familiar tabular data. Its main dependencies are pandas, numpy, matplotlib, requests, and supporting libraries for data handling and web communication.","worth_installing":"Yes. FastF1 is production-stable (active since 2021-03-10, 5303 stars), has low install friction, no known vulnerabilities, and a permissive MIT license. It fills a clear niche for F1 data analysis in Python. Install it if you work with Formula 1 data; skip it if you have no need for F1-specific APIs or telemetry."},"id":"fastf1","links":{"html":"https://skillfed.io/packages/fastf1","md":"https://skillfed.io/packages/fastf1.md","pypi":"https://pypi.org/project/fastf1/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-04-29","license_spdx":null,"license_treatment":"permissive","name":"fastf1","python_support":"supports_current","summary":"Python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry."},"popularity":{"monthly_downloads":14954097,"position":1208,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"3.8.3"}