Child Care Licensing Section Evaluations and Violation Counts

Child care licensing inspection data details sections evaluated, standards assessed, and violations found per activity. The dataset links to operations and activity records via Operation ID and Activity ID. It covers inspections, investigations, and assessments conducted by the City of Austin.

Use Cases

• Analyze the relationship between the number of standards evaluated and the number of standards violated per section to identify high-risk compliance areas.
• Model violation likelihood by section using historical inspection data linked via Activity ID and Operation ID.
• Track trends in standards evaluated across different activity types like inspections and investigations over time.

Strengths

• Data is structured to link to related operational and inspection datasets via Operation ID and Activity ID.
• Covers multiple regulatory activity types: inspections, investigations, and assessments.
• Maintained by a municipal authority, the City of Austin, suggesting official provenance.

Limitations

• Specific data volume (row count, column names) and sample data are unavailable, hindering initial assessment.
• The 'other-license-specified' license requires careful review for usage rights and restrictions.

Provenance

Source

City of Austin, via Data.gov platform.

Collection Method

Collected from official child care licensing (CCL) inspection, investigation, and assessment activities.

Time Range

null

Freshness

Last updated March 2026, indicating planned future maintenance.

Geography

Likely covers operations within the City of Austin's jurisdiction, but not explicitly stated.