> For the complete documentation index, see [llms.txt](https://azb2018gp.f1datajunkie.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://azb2018gp.f1datajunkie.com/race/lap-analysis.md).

# Lap Analysis

## Lap Analysis

![](https://2971933693-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LAD5z6SgWuJUpe0RD3B%2F-LBHesYoAom5EdvWhqSS%2F-LBHetbSE5z1LMfIjlIn%2Ff1_2018_aze-la_race_session_utilisation-1.png?generation=1525026627068398\&alt=media)

![](https://2971933693-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LAD5z6SgWuJUpe0RD3B%2F-LBHesYoAom5EdvWhqSS%2F-LBHetbefIlOTdgjXbzT%2Ff1_2018_aze-la_lapheatmap-1.png?generation=1525026635171453\&alt=media)

## Variant

Do a variant where the x is pos on lap and y label is leader label

Diff map by pos

* the only difference between this and above are the scales

![](https://2971933693-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LAD5z6SgWuJUpe0RD3B%2F-LBHesYoAom5EdvWhqSS%2F-LBHetc7APmZP450bncC%2Ff1_2018_aze-la_battlesearch-1.png?generation=1525026651513830\&alt=media)

Then do an analysis to see how each driver is threatened?

![](https://2971933693-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-LAD5z6SgWuJUpe0RD3B%2F-LBHesYoAom5EdvWhqSS%2F-LBHetckpQzrWq9AnyH1%2Ff1_2018_aze-la_driverbattlesearch-1.png?generation=1525026652021043\&alt=media)