mindweave/parking-violations

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The declared licence (cc-by-nc-4.0) is classified as having use restrictions.

Declared licence: cc-by-nc-4.0, from the tagEvidence: README.md at 3a542e5
Licence files: No licence file at the top level of the repositoryEvidence: file list at 3a542e5
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

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Citation text from the card

> **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, and two anomalies —
a parking meter system failure causing a citation surge and a holiday
enforcement blitz in December.

Ideal for: civic tech apps, GovTech dashboards, urban planning analytics,
fine collection systems, and open data portal demos.

All datasets marked Use restrictions | JSON

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dataset_licence({ "id": "mindweave/parking-violations" })
signal: "restrictive"
stated_licence: "cc-by-nc-4.0"
sources: 0