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Formula One Driver and Team Performance Data
Data Science and Analytics
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About
This product provides fundamental statistics and event details for the 2022 Formula 1 season. It is structured around the F1 schedule and driver performance, allowing users to analyse race outcomes and study characteristics of the specific circuits used during the year. The data is updated following each Grand Prix, ensuring current totals for driver points and team points are reflected. Historical context, such as 2021 podium finishes and pole positions, is also included for each circuit.
Columns
The data is segregated into race schedule information and driver-specific statistics, covering up to 50 columns in the driver file.
Schedule Details:
- Round: The sequence number of the race event.
- Circuit: The official name of the racing track.
- Location: The geographical setting of the circuit.
- Date: The date the race took place.
- Circuit Length (km): The measured length of the circuit in kilometres.
- Laps: The number of laps scheduled for the race.
- Race Length (km): The total distance of the race in kilometres.
- Most Wins (driver - times): The historical record holder for most wins at that specific circuit.
- 2021 Pole Position: The driver who secured pole position in the previous year's event.
- 2021 Winner, 2021 Second Place, 2021 Third Place: The 2021 race podium finishers.
- 2021 Fastest Lap (driver - time): The driver and their corresponding time for the fastest lap in the 2021 event.
Driver Statistics:
- Driver: The name of the F1 driver (22 unique values).
- Nationality: The driver's nationality.
- Age: The driver's age.
- Team: The name of the driver’s team.
- Driver Points: The total points accumulated by the driver during the season.
- Team Points: The total points accumulated by the team.
- Race Results (e.g., Bahrain - SG, Monaco - RR, Abu Dhabi - RR): Detailed race performance, including Starting Grid (SG) position and Race Result (RR) for every round on the 2022 calendar.
Distribution
The data files are typically distributed in CSV format. The schedule component contains approximately 23 rows and 13 columns. The driver statistics component includes records for 22 unique drivers and features up to 50 columns detailing performance metrics and points totals. The files are expected to be updated weekly.
Usage
This data is suitable for sports analytics focusing on motor racing, building machine learning models for predicting race outcomes, and performing historical analysis of driver consistency and team performance throughout the 2022 season. It is particularly useful for visualising standings and comparing performance against circuit characteristics.
Coverage
The data focuses exclusively on the events, participants, and statistics related to the 2022 Formula 1 season. The geographic scope includes all circuits listed in the F1 schedule, such as those in Bahrain, Saudi Arabia, Canada, and Great Britain. Data availability ensures coverage of all scheduled races and all 22 unique drivers participating.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
Intended users include data scientists interested in dynamic sports data, F1 enthusiasts seeking detailed insights into the season’s outcomes, sports journalists requiring verified statistical metrics, and analysts running fantasy league predictions.
Dataset Name Suggestions
- 2022 Formula 1 Schedule and Driver Statistics
- F1 Grand Prix Race Results and Circuit Data 2022
- Formula One Driver and Team Performance Data
Attributes
Original Data Source: Formula One Driver and Team Performance Data
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