BigQuery DataFrames

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

• BigQuery DataFrames source code (GitHub)

• BigQuery DataFrames sample notebooks

• BigQuery DataFrames API reference

• BigQuery DataFrames supported pandas APIs

Getting started with BigQuery DataFrames

Read Introduction to BigQuery DataFrames and 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:

• Ibis

• pandas

• Python

• scikit-learn

• XGBoost

For details, see the third_party directory.

Contact Us

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