BigQuery DataFrames

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BigQuery DataFrames provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine.

  • bigframes.pandas provides a pandas-compatible API for analytics.

  • bigframes.ml provides a scikit-learn-like API for ML.

BigQuery DataFrames is an open-source package. You can run pip install --upgrade bigframes to install the latest version.

Documentation

Getting started with BigQuery DataFrames

Try the BigQuery DataFrames quickstart to get up and running in just a few minutes.

License

BigQuery DataFrames is distributed with the Apache-2.0 license.

It also contains code derived from the following third-party packages:

For details, see the third_party directory.

Contact Us

For further help and provide feedback, you can email us at bigframes-feedback@google.com.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025年10月27日 UTC.