# FastF1 ## Docs - [Cache](https://mintlify.wiki/theOehrly/Fast-F1/api/cache.md): API caching system for FastF1 - [Ergast API](https://mintlify.wiki/theOehrly/Fast-F1/api/ergast.md): Interface to the Ergast F1 historical data API - [Events API](https://mintlify.wiki/theOehrly/Fast-F1/api/events.md): Reference for FastF1 events module - get sessions, events, and schedules - [Exceptions](https://mintlify.wiki/theOehrly/Fast-F1/api/exceptions.md): Custom exception classes for error handling in FastF1 - [Laps API](https://mintlify.wiki/theOehrly/Fast-F1/api/laps.md): Reference for FastF1 Laps and Lap classes - access and filter lap timing data - [Live Timing](https://mintlify.wiki/theOehrly/Fast-F1/api/livetiming.md): Live timing data streaming and recording - [Logging](https://mintlify.wiki/theOehrly/Fast-F1/api/logging.md): Logging configuration and utilities for FastF1 - [Plotting & Visualization](https://mintlify.wiki/theOehrly/Fast-F1/api/plotting.md): Functions for styling F1 data visualizations with matplotlib - [Results API](https://mintlify.wiki/theOehrly/Fast-F1/api/results.md): Reference for FastF1 SessionResults and DriverResult classes - [Session API](https://mintlify.wiki/theOehrly/Fast-F1/api/session.md): Reference for FastF1 Session class - load and access session data - [Telemetry API](https://mintlify.wiki/theOehrly/Fast-F1/api/telemetry.md): Reference for FastF1 Telemetry class - access and work with car telemetry data - [Utilities](https://mintlify.wiki/theOehrly/Fast-F1/api/utils.md): Utility functions for time conversions, delta calculations, and data manipulation - [Caching](https://mintlify.wiki/theOehrly/Fast-F1/core-concepts/caching.md): Improve performance and reduce API load with FastF1's caching system - [Lap Timing](https://mintlify.wiki/theOehrly/Fast-F1/core-concepts/lap-timing.md): Working with lap timing data, filtering laps, and analyzing timing information - [Loading Data](https://mintlify.wiki/theOehrly/Fast-F1/core-concepts/loading-data.md): How to load session data including laps, telemetry, weather, and messages - [Sessions and Events](https://mintlify.wiki/theOehrly/Fast-F1/core-concepts/sessions-and-events.md): Understanding how to access F1 sessions and events using FastF1 - [Telemetry](https://mintlify.wiki/theOehrly/Fast-F1/core-concepts/telemetry.md): Working with car telemetry data including speed, throttle, braking, and position - [Championship Standings Examples](https://mintlify.wiki/theOehrly/Fast-F1/examples/driver-standings.md): Track championship progress and analyze season-long performance - [Lap Time Comparison Examples](https://mintlify.wiki/theOehrly/Fast-F1/examples/lap-time-comparison.md): Compare lap times between drivers and analyze performance distributions - [Examples Overview](https://mintlify.wiki/theOehrly/Fast-F1/examples/overview.md): Gallery of FastF1 examples demonstrating various analysis capabilities - [Race Strategy Examples](https://mintlify.wiki/theOehrly/Fast-F1/examples/race-strategy.md): Analyze race strategies including tire choices, pit stops, and position changes - [Telemetry Analysis Examples](https://mintlify.wiki/theOehrly/Fast-F1/examples/telemetry-analysis.md): Analyze driver telemetry data including speed traces, GPS positions, and gear shifts - [Data Analysis with FastF1](https://mintlify.wiki/theOehrly/Fast-F1/guides/data-analysis.md): Learn how to analyze F1 data using Pandas integration, filtering techniques, and driver comparisons - [Ergast API Integration](https://mintlify.wiki/theOehrly/Fast-F1/guides/ergast-api.md): Access historical F1 data using the Ergast class and jolpica-f1 API for seasons, drivers, constructors, and race results - [Live Timing Data](https://mintlify.wiki/theOehrly/Fast-F1/guides/live-timing.md): Capture real-time F1 data during race weekends using the SignalR client for live timing and telemetry - [Performance Optimization](https://mintlify.wiki/theOehrly/Fast-F1/guides/performance-optimization.md): Optimize FastF1 performance with caching strategies, efficient data loading, and memory management techniques - [Visualization with FastF1](https://mintlify.wiki/theOehrly/Fast-F1/guides/visualization.md): Create professional F1 visualizations using fastf1.plotting, team colors, driver styling, and matplotlib integration - [Installation](https://mintlify.wiki/theOehrly/Fast-F1/installation.md): Install FastF1 using pip or conda and configure the cache for optimal performance - [Introduction](https://mintlify.wiki/theOehrly/Fast-F1/introduction.md): FastF1 is a Python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry - [Quickstart](https://mintlify.wiki/theOehrly/Fast-F1/quickstart.md): Load your first F1 session and access timing data, telemetry, and lap information