Traffic Collision Prediction Data with Weather and Traffic Features

A dataset for predicting road accidents using features such as weather conditions, traffic volume, and speed. The data was uploaded to Kaggle, but the author, organization, and specific temporal or geographic coverage are unknown. The number of rows, columns, and file formats are not specified in the provided metadata.

Use Cases

• Predict accident likelihood based on weather conditions mentioned in the description
• Analyze the impact of traffic volume on collision rates based on the described features
• Build a non-linear model for accident risk using speed and other traffic features

Strengths

• Focuses on a specific prediction task for road safety.
• Includes multiple feature types such as weather and traffic data as described.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle