WenjieDu / TSDB

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.
https://pypots.com/ecosystem/#TSDB
BSD 3-Clause "New" or "Revised" License
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Add `PeMS traffic` dataset #65

Closed WenjieDu closed 2 months ago

WenjieDu commented 2 months ago

1. Dataset description

https://github.com/laiguokun/multivariate-time-series-data/tree/master?tab=readme-ov-file#traffic-usage

The raw data is in http://pems.dot.ca.gov/. The data in this repo is a collection of 48 months (2015-2016) hourly data from the California Department of Transportation. The data describes the road occupancy rates (between 0 and 1) measured by different sensors on San Francisco Bay area freeways.

2. Check open-source status

3. Provide useful information for the implementation

https://pems.dot.ca.gov