Beta. Statistically honest analysis of road hazards and near misses for safe-streets advocacy: every published rate carries its confidence interval and its denominator, because a count without exposure is not a risk. The committed city datasets are synthetic demonstrations; the reviewed 2020-2024 NHTSA FARS reference surface is real.