AetherGrid Smart Mobility Data: 50,000 City Trip Records

A smart city trip dataset containing 50,000 records of GPS, traffic, weather, and vehicle data. It was sourced from Kaggle, but the author, organization, and last update date are unknown. The specific geographic scope of the data is not stated in the provided description.

Use Cases

• Predict trip duration based on GPS trajectory and concurrent traffic conditions.
• Model vehicle energy consumption using vehicle data and weather features.
• Analyze correlations between weather events and traffic congestion patterns.
• Train models for origin-destination prediction using GPS trajectory data.

Strengths

• Contains 50,000 records, providing a substantial base for analysis.
• Integrates multiple data modalities (GPS, traffic, weather, vehicle) mentioned in the description.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The last update date is unknown; freshness unverified.
• Row count beyond the stated 50,000 records is unknown, which may limit suitability assessment.

Provenance

Source

Kaggle