PitWall Devlog 12 Rivalry Report, Circuit Evolution and Reliability Tracker

What I built

Rivalry Report Card

get_rivalry_report combines session pace, consistency , and career h2h across circuits and years and puts it all together, chart_rivalry_report shows the two side by side using make_subplots

Multi-Year Circuit Evolution

get_circuit_evolution loops get_circuit_dna for a range of years for one circuit and then tracks how top speed and average corner speed change over time although when testing it you might see a spike somewhere which probably means that it was affected by rain

Reliability/DNF Tracker

get_reliability_trackertakes a season and tallies each driver’s finishing status per race into finishes, DNFs, and other non-finishes (DNS/DSQ or NC)

Problems I hit

• Forgot to fix the lap filtering properly and it did ruin the consistency in the rivalry report function because it was a lap affected by traffic