Formula 1 Analytics

Master Data-Driven Formula 1 Analysis

Data-driven analysis of Formula 1 racing

Resources

25

Tutorials

0

Examples

0

Datasets

0

Metrics

Learning Paths

Getting Started
3 Topics

Introduction to F1 analytics

Topics include:
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Race Strategy
4 Topics

Tire strategy, pit stops, and race tactics

Topics include: + 1 more topics
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Car Performance
4 Topics

Telemetry, downforce, and power unit analysis

Topics include: + 1 more topics
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Driver Analytics
5 Topics

Qualifying pace, race craft, and overtaking

Topics include: + 2 more topics
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Team Analytics
3 Topics

Constructor performance and pit crew

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Weather and Conditions
2 Topics

Wet weather and temperature impacts

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Historical Analysis
2 Topics

Era comparisons and regulation changes

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Predictions
2 Topics

Race and championship modeling

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Quick Start Guide

1
Learn Basics
Start with fundamental statistics
2
Advanced Metrics
Explore sport-specific analytics
3
Practice with Data
Use real datasets and examples
4
Apply Knowledge
Build your own analytics projects

Recent Tutorials

Regulation Era Comparison
Historical Analysis
Intermediate
All-Time Driver Rankings
Historical Analysis
Advanced
Constructor Performance
Team Analytics
Intermediate
Wet Race Analysis
Weather and Conditions
Advanced
Overtaking Analytics
Driver Analytics
Intermediate

Popular Tutorials

Chapter 17: Pitch Arsenal and Repertoire Analysis
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Chapter 44: Player Development and Minor Leagues
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Corsi and Shot Attempts
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Trade Analytics and Deadline
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Chapter 13: Clutch Hitting and Leverage
545 views

Ready to Master Formula 1 Analytics?

Start with the basics and work your way up to advanced machine learning applications.

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