Dataset Open Access

Traffic Hourly Dataset

Godahewa, Rakshitha; Bergmeir, Christoph; Webb, Geoff; Hyndman, Rob; Montero-Manso, Pablo

This dataset contains the San Francisco Traffic dataset used by Lai et al. (2017). It contains 862 hourly time series showing the road occupancy rates on the San Francisco Bay area freeways from 2015 to 2016.

Files (22.9 MB)
Name Size
traffic_hourly_dataset.zip
md5:1cf694f99f95700217845078b467fb24
22.9 MB Download
  • Caltrans, 2020. Caltrans performance measurement system, california department of transportation. Accessed: 2020-04-30. URL http://pems.dot.ca.gov/

  • Lai, G., Chang, W., Yang, Y., Liu, H., 2017. Modeling long and short-term temporal patterns with deep neural networks. CoRR abs/1703.07015.URL http://arxiv.org/abs/1703.07015

  • Lai, G., 2017. multivariate-time-series-data. https://github.com/laiguokun/multivariate-time-series-data, accessed: 2020-05-04

163
58
views
downloads
All versions This version
Views 16376
Downloads 5844
Data volume 1.5 GB1.0 GB
Unique views 14871
Unique downloads 5036

Share

Cite as