Rail Equipment Accident and Incident Reports from FRA Form 54

Rail equipment accident and incident reports submitted by U.S. railroads to the Federal Railroad Administration (FRA). The data includes collisions, derailments, fires, and other events causing damages above a yearly reporting threshold. It is collected via mandatory FRA Form 6180.54 submissions.

Use Cases

• Analyze relationships between Accident Cause, Weather Condition, and Train Direction to identify high-risk operational scenarios.
• Model the likelihood of hazardous material releases using Hazmat Cars Damaged and Accident Type Code as target variables.
• Forecast accident frequency by region using time-series features like Year, Accident Month, and geographic columns such as State Name and County Name.
• Investigate the impact of train composition on derailment severity by analyzing columns like Derailed Empty Freight Cars and Loaded Freight Cars.
• Assess casualty trends by correlating Primary Accident Cause with Total Killed Form 54 and Passengers Killed.

Strengths

• Includes over 30 specific columns detailing accident circumstances, equipment, and outcomes.
• Data is collected under federal regulation (FRA Form 6180.54), ensuring a standardized reporting framework.

Limitations

• Specific row count, time range, and geographic bias are not provided in the input.
• Unknown if the dataset includes near-miss incidents or is limited to events exceeding a damage threshold.

Provenance

Source

Federal Railroad Administration (FRA) via data.transportation.gov.

Collection Method

Mandatory reports submitted by railroads on FRA Form 6180.54.

Freshness

Last updated date is 2026-04-03, indicating recent maintenance.

Geography

United States, indicated by State Name and County Name columns.