3 categories of urban mobility data including traffic volume, vehicle speed, and congestion levels are provided in a time-series format. The dataset tracks these metrics across urban road networks to enable temporal analysis of traffic flow patterns.
Use Cases
- Predict future traffic density using the volume and congestion time-series columns
- Analyze the impact of speed limits on traffic flow using the speed and volume features
- Detect peak congestion hours by querying the congestion level and time-series data
Strengths
- Time-series measurements of traffic volume across urban zones
- Average vehicle speed data points recorded at specific time intervals
- Congestion metrics used to quantify traffic density and delays