NOTE: Full version of this Notebook is at Kaggle.

This notebook shows race traces for each F1 race in 2006, using the Formula 1 Race Data 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.
• 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 2006.

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

Revisions¶

• version 2: moved legends to bottom to allow more width
• version 3: added constructors championship plot and driver/team table links
• version 4: add origin to championship traces & link for 2021
• version 5: add fastest lap marker
• version 6: added laps per position and top drivers chart
• version 7: 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.

2006 Formula One World Championship¶

For background see Wikipedia; here's an excerpt:

The 2006 FIA Formula One World Championship was the 60th season of Formula One motor racing. It featured the 57th Formula One World Championship which began on 12 March and ended on 22 October after eighteen races. The Drivers' Championship was won by Fernando Alonso of Renault for the second year in a row, with Alonso becoming the youngest ever double world champion at the time. Then-retiring seven-time world champion Michael Schumacher of Scuderia Ferrari finished runner-up, 13 points behind. The Constructors' Championship was won by Renault, which defeated Ferrari by five points.

The season was highlighted by the rivalry between Alonso and Schumacher, who each won seven races. Renault and Ferrari drivers dominated the field, victorious in all but one race: the Hungarian Grand Prix was won by Honda's Jenson Button, and the four second-place finishes not achieved by Renault or Ferrari were accomplished by McLaren. For the first time since the 1956 season, no British constructor won any race and only factory teams won all the races during this year (as in 1956). This season marked the beginning of the usage of 2.4L V8 engines in Formula One from the 3.0L V10 engines that were used in the previous seasons, which continued till the end of the 2013 season. 2006 was also the first season since 1997 that various engine configurations were featured only for Scuderia Toro Rosso that had Cosworth TJ2005-2 3.0-litre V10 powerplant.

The season saw several changes occurring in the drivers' market starting already in December 2005 as Alonso sealed a move to McLaren for 2007. In September 2006, Schumacher announced his retirement from Formula One at the end of the season, with 2003 and 2005 championship runner-up Kimi Räikkönen being announced as his replacement at Ferrari. Among other notable departures included Juan Pablo Montoya, who left McLaren mid-season to pursue a career in NASCAR.

As of 2021, this is the last Constructors' Championship for Renault, and the last Drivers' Championship for a Spanish Formula One driver. It is also the last season for Michelin as a tyre supplier, and also the last season to have more than one tyre supplier, as the French tyre company withdrew from Formula One at the end of the season.

Laps Per Position¶

Top F1 Drivers 2006¶

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.

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 "2006 Formula One World Championship", which is released under the Creative Commons Attribution-Share-Alike License 3.0.