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.

• BigQuery DataFrames source code (GitHub)
• BigQuery DataFrames sample notebooks
• BigQuery DataFrames API reference
• BigQuery DataFrames supported pandas APIs

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

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.

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