NOTE: Full version of this Notebook is at Kaggle.

This notebook shows race traces for each F1 race in 2020, using the Formula 1 World Championship 1950-2021 data set, which is sourced from ergast.com, and the Formula 1 Race Events dataset using data from Wikipedia.

Race traces provide an excellent way to visualize the progress of an entire Grand Prix. They show the gaps between cars, the general field spread, and the relative pace of each car throughout the race as a line gradient. The traces are calculated using cumulative race lap times, which are adjusted by the median lap time at that point in the race. The horizontal zero line represents a virtual reference car completing the average lap time of the field. The lines above this zero line depict faster cars, while the lines below it represent slower ones.

Here are some key features of the race traces:

• The line colors for each driver are based on their team colors.
• The fastest lap is marked with a ★.
• Laps where a car went via the pit lane are marked with a ●.
• Laps affected by the safety car are highlighted in yellow, indicating why the gaps between cars have reduced.
• Virtual safety cars, introduced in 2015, are highlighted in orange, as they cause the lines to spread out temporarily since leaders have completed more of the first affected lap at racing speeds.
• Overtakes are visible where the lines cross, often due to pit-stops.
• Truncated lines indicate retirement from the race.

The shadow at the bottom of the trace indicates which cars have been lapped by the lead car. This helps to reveal some effects, such as leaders making pit-stops to avoid slower traffic ahead. Backmarkers must allow leading cars through, and the edge of the shadow shows why their lines suddenly dip. Leaders may also ease off to let a lapped car through at the end of a race.

It's worth noting that good safety car data is hard to find, and the data scraped from Wikipedia may contain some mistakes. Therefore, the virtual safety car highlights in the traces are the author's estimates using lap-time data.

Overall, these race traces offer a comprehensive and informative way to understand the progress of each F1 race in 2020.

Tip: to see better resolution, <Right click> → Open Image in New Tab.

Revisions¶

• version 2: added constructors championship plot and driver/team table links
• version 3: Mon 14 Sep 2020 — run for [R9] Tuscan Grand Prix
• version 4: Thu 01 Oct 2020 — run for [R10] Russian Grand Prix
• version 5: Mon 26 Oct 2020 — run for [R12] Portuguese Grand Prix
• version 6: Thu 26 Nov 2020 — run for [R14] Turkish Grand Prix
• version 7: Mon 14 Dec 2020 — run for [R17] Abu Dhabi Grand Prix
• version 8: add origin to championship traces & link for 2021
• version 9: add fastest lap marker
• version 10: added laps per position and top drivers chart
• version 11: safety car, red flag & lapped cars highlighting

All F1 Race Traces¶

There is a notebook for every year that has lap-time data:

1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024.

2020 Formula One World Championship¶

For background see Wikipedia; here's an excerpt:

The 2020 FIA Formula One World Championship was the motor racing championship for Formula One cars which was the 71st running of the Formula One World Championship. It marked the 70th anniversary of the first Formula One World Drivers' Championship. The championship was recognised by the governing body of international motorsport, the Fédération Internationale de l'Automobile (FIA), as the highest class of competition for open-wheel racing cars. Drivers and teams competed for the titles of World Drivers' Champion and World Constructors' Champion, respectively.

The championship was originally due to start in March, but the start was postponed until July in response to the COVID-19 pandemic. The season was due to be contested over a record of 22 Grands Prix, but as some races were cancelled and new races were added to replace them, a total of 17 races were run. The season started in July with the Austrian Grand Prix and ended in December with the Abu Dhabi Grand Prix. Due to the COVID-19 pandemic, the first eight rounds of the championship were run behind closed doors, with the rest of the races being run at a reduced capacity or also behind closed doors due to the second wave of the COVID-19 pandemic.

Lewis Hamilton and Mercedes entered the season as the reigning World Drivers' and World Constructors' champions respectively, after they both won their sixth championship in 2019. At the Emilia Romagna Grand Prix, Mercedes secured their seventh consecutive Constructors' Championship making them the only team to win seven consecutive championships, breaking Ferrari's record from 1999 to 2004. Mercedes also maintained the distinction of being the only team to win the championship since the 2014 turbo-hybrid engine regulation changes were enacted. Hamilton equalled Michael Schumacher's record of seven World Drivers' Championships at the Turkish Grand Prix and broke Schumacher's previous record of 91 career wins at the Portuguese Grand Prix.

Laps Per Position¶

Top F1 Drivers 2020¶

More F1 Race Traces¶

1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024.

Congratulations to Lewis Hamilton on winning his *7th* World Championship, and to Mercedes for winning their *7th* Constructors' World Championship!

See Also¶

This notebook shows the same idea for one MotoGP race, and explores several ways of adjusting the plots to highlight new details.

This notebook uses material from the Wikipedia article "2020 Formula One World Championship", which is released under the Creative Commons Attribution-Share-Alike License 3.0.