Special program data originates from inspections by the Department of Neighborhood Services and City Planning. The dataset contains a rolling three years of records, updated daily, to track compliance for neighborhood standards and property safety. It is published by the City of Norfolk via data.norfolk.gov.
Use Cases
- Analyze spatial patterns of program types like 'vacant building registration' or 'short-term rentals' using Latitude, Longitude, and Civic League.
- Model inspection lifecycle and closure rates by training on features like Created Date, Closed Date, Status, and Department Responsible.
- Predict program Subtype or Type based on location features such as Ward, Superward, and GPIN.
- Assess departmental workload and response times by analyzing time intervals between Create Inspection and Last Modified Date.
Strengths
- Contains geospatial coordinates (Latitude, Longitude) for mapping analysis.
- Tracks a rolling three-year window of data for temporal trend analysis.
- Updated daily, providing current operational data.
Limitations
- Unknown total row count and sample size limits statistical reliability.
- Potential geographic bias limited to the City of Norfolk jurisdiction.
- Data completeness for fields like Closed Date depends on case resolution.
Provenance
- Source
- City of Norfolk's special programs tracking system.
- Collection Method
- Originates from inspections conducted by the Department of Neighborhood Services and the Department of City Planning.
- Time Range
- Rolling three years of data.
- Freshness
- Updated daily; last updated 2026-04-03.
- Geography
- City of Norfolk, Virginia, USA.