Best mini-section times recorded for each team across the three days of Pre-Season testing 2022.

#F1 #Formula1 #DrivenByData
Data not available for Magnussen and, obviously, Ricciardo.
Data obtained using FastF1. github.com/theOehrly/Fast…

Disclaimer
The source of this data is non-official. The telemetry data is sampled at a low rate and has been interpolated for clarity. As a result, the precision and/or integrity of the data cannot be guaranteed.

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More from @DrivenByData_

Jan 10
Upshift RPM Analysis for Drivers and Teams in the 2021 Formula 1 World Championship [Details below]

#F1 #Formula1
Featuring more than 300.000 upshifts recorded across the 22 Grands Prix of 2021, this dataset, while being an indirect metric, can point to how hard the teams have been pushing their power units (more specifically the ICE), throughout the season.
Running the engine at higher RPM will generate more internal friction, yielding more heat that has to be dealt with by teams and their cooling solutions. In addition, running at higher RPM will inevitably result in a more wear, shortening the lifespan of the engine.
Read 14 tweets
Jan 8
Analysis of Launch RPM for Drivers and Teams in the 2021 Formula 1 World Championship

The dataset consists of 345 starts from the 2021 season, recording the engine RPM prior to launching off the line. ImageImage
From this data, we get an impression of the strategies employed by the teams in the hopes of optimizing the performance of their car once the lights go out.
The horizontal bars indicate median per driver/team, while the circles are recorded values for each of the 22 Grand Prix. The leftmost column shows the engine manufacturer.
Read 7 tweets

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