U.S. Highway-Rail Grade Crossing Accidents, 1975–2016
arff
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Description
229,665 records of vehicle accidents at railroad crossings in the United States from 1975 to 2016. The dataset includes information such as time, date, coordinates, victims, railroad owner, city, and state. It was compiled by the U.S. Department of Transportation.
Use Cases
Predict high-risk crossing locations based on historical accident data and geographic coordinates.
Analyze temporal accident trends based on the time and date fields spanning over 40 years.
Create geospatial heatmaps of accident density using the provided location coordinates.
Model the relationship between accident severity and factors like railroad owner or state mentioned in the description.
Strengths
Contains 229,665 detailed records, providing a substantial historical sample.
Covers a long temporal range of 41 years (1975–2016).
Includes multiple data points per accident, such as coordinates, time, and victim counts.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Last update date is unknown; freshness unverified.
Description metadata is limited; actual data quality requires manual inspection after download.