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madrian98/Formula1DataExploration

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Formula 1 Data Exploration

About project

Processing large datasets of Formula 1 historic data with usage of Python and its libraries(e.g., Pandas, NumPy, Folium , Plotly).
Including visualizations of many records&remarkable moments of this international racing sport.

The dataset consists of all information on the Formula 1 such as races, drivers, constructors, qualifying, circuits, lap times, etc. from 1950 till the end of 2022 season.

The data was downloaded from http://ergast.com/mrd/.

Context

Formula One (a.k.a. F1) is an international auto racing sport. It is the highest level of single-seat, open-wheel and open-cockpit professional motor racing contest and is is governed and sanctioned by a world body called the FIA − Fédération Internationale de l'Automobile(FIA).The name ‘Formula’ comes from the set of rules that the participating cars and drivers must follow.F1 season consists of a series of races, known as Grands Prix, which take place worldwide on purpose-built circuits and on public roads.

Interactive notebook version

Try it out with binder:
Binder

🖥️ Technology stack  

Pandas NumPy Matplotlib Plotly Seaborn Folium

Example

F1 driver records

Circuits locations around Europe

Wins,poles,podium per season records

Interactive championship leaderboards [2020]

Championship battle history race by race [2021]