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Formula 1 Telemetry Analytics

F1 Race Strategy Intelligence

DVA capstone, 7-member team, 744K+ Ergast rows, 10 KPIs analyzing pit window optimization.

Inspect // F1 strategy

Scrub race phase emphasis

Leading KPI
Tire deg + traffic
Notebook read
Undercut windows open when front runners pit early on softs.

Stack

  • Jupyter
  • Python
  • Tableau