This is a free sample with 2,070 rows. The full dataset has 14,825 rows across 3 tables.
Parking citation records for a simulated mid-size US city (population ~350K)
over 2 years. 25,000 citations across 50 zones, with officer assignments,
violation types, fine amounts, and payment status tracking.
Features location clustering (downtown hotspots), time-of-day patterns
(meter violations peak 9-11 AM), repeat offenders… See the full description on the dataset page:
https://huggingface.co/datasets/mindweave/parking-violations.