Traffic Violation Records with Geographic Coordinates

Daily updated records detail electronic traffic violations issued across Montgomery County. Information includes violation time, location, vehicle details, and officer actions, with personal identifiers removed. The dataset is maintained by Montgomery County's open data portal.

Use Cases

• Analyze spatial clusters of violations using Latitude and Longitude coordinates to identify high-risk intersections.
• Model the relationship between Time Of Stop and Accident occurrence to predict periods of elevated crash risk.
• Classify VehicleType or Make involved in specific violations like Search Conducted or Arrest Type.
• Assess demographic or geographic fairness by correlating violation rates with Council Districts or Zip Codes.
• Forecast daily violation volumes using time-series features from Date Of Stop and Time Of Stop.

Strengths

• Daily update frequency ensures recent data is available.
• Contains multiple geographic reference columns including Latitude, Longitude, Council Districts, and Zip Codes.
• Includes over 25 specific data fields describing the violation, vehicle, and context.

Limitations

• Sample size and total row count are unknown, limiting assessment of statistical power.
• Personal identifiers are removed, preventing longitudinal analysis of individual driver behavior.
• Temporal coverage (start date) and geographic scope beyond the county are unspecified.

Provenance

Source

data.montgomerycountymd.gov

Collection Method

Electronic traffic violations issued by county law enforcement.

Freshness

Daily

Geography

Montgomery County