111,000 aviation incident reports collected by NASA's Aviation Safety Reporting System (ASRS) between 2005 and 2025. The dataset likely contains narrative descriptions of safety events and anomalies. The raw description indicates it is sourced from NASA.
Use Cases
- Analyze aviation safety trends over time based on the 20-year time range mentioned in the description
- Perform text classification on incident narratives based on the 'Text' platform tag
- Identify common themes or patterns in safety reports based on the dataset's focus on incident descriptions
- Build predictive models for incident risk based on historical report data
Strengths
- 111,000 incident reports provides a substantial corpus for analysis
- Data spans a 20-year period (2005-2025), enabling longitudinal studies
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is known, but specific features and data structure are unknown
Provenance
- Source
- NASA Aviation Safety Reporting System (ASRS)
- Time Range
- 2005 to 2025