Every issue of B&C is built by pulling live data from the OpenF1 and Jolpica APIs in the 24–48 hours after a race, once all timing data has been verified and published.

We cross-reference stint data against official FIA race reports where available, and clearly flag any anomalies or data gaps. We don't interpolate or guess — if the data doesn't support a claim, we say so.

Charts and tables are generated programmatically from the raw API responses. No manual data entry, no spreadsheet gymnastics. If there's ever a discrepancy between what you see here and an official source, let us know.

If you can't show your working, it's not analysis — it's an opinion with a chart on it.