purav/waymo_ride_estimates

Waymo Ride Estimates Dataset

This dataset contains ride pricing estimates and related trip information collected from the Waymo One autonomous ride-hailing application in San Francisco. The data was collected using an automation wrapper that queries and scrapes the Waymo One mobile application.

Data Format

The data is provided in CSV format with the following columns:

• request_timestamp: When the price estimate was requested
• pickup_name: Name of pickup location
• pickup_neighborhood: Neighborhood of pickup location
• pickup_latitude: Latitude of pickup point
• pickup_longitude: Longitude of pickup point
• pickup_time: Scheduled pickup time
• pickup_date: Date of pickup
• pickup_wait_time_mins: Estimated wait time in minutes
• dropoff_name: Name of dropoff location
• dropoff_neighborhood: Neighborhood of dropoff location
• dropoff_latitude: Latitude of dropoff point
• dropoff_longitude: Longitude of dropoff point
• dropoff_time: Estimated dropoff time
• dropoff_date: Date of dropoff
• trip_duration_mins: Estimated trip duration in minutes
• price_usd: Trip price in USD
• price_currency: Currency (eg: USD)
• current_time: Time when estimate was retrieved
• current_date: Date when estimate was retrieved
• timezone: Timezone of the trip
• city: City where service is provided

Usage License

This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0). You are free to:

• Share — copy and redistribute the material in any medium or format
• Adapt — remix, transform, and build upon the material for any purpose, even commercially

Under the following terms:

• Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.

Data Collection

The data was collected using a wrapper that interacts with the Waymo One mobile application through an Android emulator. The collection process involved:

• Random sampling of locations across San Francisco
• Automated price querying at various times
• Data validation and cleaning

Citation

If you use this dataset in your research or project, please cite it as:

Parab, P. (2025). Waymo Ride Price Dataset. Hugging Face. https://huggingface.co/datasets/purav/waymo_ride_estimates

For BibTeX:

@misc{
  waymo_price_dataset,
  author = {Purav Parab},
  title = {San Francisco Waymo Ride Price Dataset},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/purav/waymo_ride_estimates}
}

Contact

For questions about the dataset, please open an issue in the repository.

Disclaimer

This dataset is not affiliated with, endorsed by, or sponsored by Waymo or Google. The data is collected for research and educational purposes only.