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Title: Scalable Python Data Analysis with BigQuery DataFrames (BigFrames) — bigframes documentation

Description: BigQuery DataFrames (BigFrames) provides a scalable, pandas-compatible Python API for data analysis and machine learning on petabyte-scale datasets using the BigQuery engine.

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Skip to main contenthttps://dataframes.bigquery.dev#main-content
BigQuery DataFrames (BigFrames) https://dataframes.bigquery.dev
User Guide https://dataframes.bigquery.dev/user_guide/index.html
API Reference https://dataframes.bigquery.dev/reference/index.html
Supported pandas APIs https://dataframes.bigquery.dev/supported_pandas_apis.html
Changelog https://dataframes.bigquery.dev/CHANGELOG.html
GitHubhttps://github.com/googleapis/google-cloud-python
User Guide https://dataframes.bigquery.dev/user_guide/index.html
API Reference https://dataframes.bigquery.dev/reference/index.html
Supported pandas APIs https://dataframes.bigquery.dev/supported_pandas_apis.html
Changelog https://dataframes.bigquery.dev/CHANGELOG.html
GitHubhttps://github.com/googleapis/google-cloud-python
#https://dataframes.bigquery.dev#scalable-python-data-analysis-with-bigquery-dataframes-bigframes
#https://dataframes.bigquery.dev#why-choose-bigquery-dataframes
#https://dataframes.bigquery.dev#core-components-of-bigframes
bigframes.pandashttps://dataframes.bigquery.dev/reference/api/bigframes.pandas.html#module-bigframes.pandas
bigframes.bigqueryhttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.html#module-bigframes.bigquery
bigframes.bigquery.aihttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.ai.html#module-bigframes.bigquery.ai
#https://dataframes.bigquery.dev#quickstart-scalable-data-analysis-in-seconds
#https://dataframes.bigquery.dev#explore-the-documentation
User Guidehttps://dataframes.bigquery.dev/user_guide/index.html
BigQuery DataFrames (BigFrames)https://dataframes.bigquery.dev/user_guide/index.html#bigquery-dataframes-bigframes
API Referencehttps://dataframes.bigquery.dev/reference/index.html
bigframes._confighttps://dataframes.bigquery.dev/reference/api/bigframes._config.html
bigframes.bigqueryhttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.html
bigframes.bigquery.aeadhttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.aead.html
bigframes.bigquery.aihttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.ai.html
bigframes.bigquery.mlhttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.ml.html
bigframes.bigquery.objhttps://dataframes.bigquery.dev/reference/api/bigframes.bigquery.obj.html
bigframes.enumshttps://dataframes.bigquery.dev/reference/api/bigframes.enums.html
bigframes.exceptionshttps://dataframes.bigquery.dev/reference/api/bigframes.exceptions.html
bigframes.geopandashttps://dataframes.bigquery.dev/reference/api/bigframes.geopandas.html
bigframes.pandashttps://dataframes.bigquery.dev/reference/api/bigframes.pandas.html
bigframes.pandas.api.typinghttps://dataframes.bigquery.dev/reference/api/bigframes.pandas.api.typing.html
bigframes.streaminghttps://dataframes.bigquery.dev/reference/api/bigframes.streaming.html
Pandas Extensionshttps://dataframes.bigquery.dev/reference/index.html#pandas-extensions
ML APIshttps://dataframes.bigquery.dev/reference/index.html#ml-apis
Supported pandas APIshttps://dataframes.bigquery.dev/supported_pandas_apis.html
DataFramehttps://dataframes.bigquery.dev/supported_pandas_apis.html#dataframe
DataFrameGroupByhttps://dataframes.bigquery.dev/supported_pandas_apis.html#dataframegroupby
Indexhttps://dataframes.bigquery.dev/supported_pandas_apis.html#index
pandas modulehttps://dataframes.bigquery.dev/supported_pandas_apis.html#pandas-module
Serieshttps://dataframes.bigquery.dev/supported_pandas_apis.html#series
Series.dt methodshttps://dataframes.bigquery.dev/supported_pandas_apis.html#series-dt-methods
Series.str methodshttps://dataframes.bigquery.dev/supported_pandas_apis.html#series-str-methods
SeriesGroupByhttps://dataframes.bigquery.dev/supported_pandas_apis.html#seriesgroupby
Windowhttps://dataframes.bigquery.dev/supported_pandas_apis.html#window
Changeloghttps://dataframes.bigquery.dev/CHANGELOG.html
next User Guide https://dataframes.bigquery.dev/user_guide/index.html
Why Choose BigQuery DataFrames?https://dataframes.bigquery.dev#why-choose-bigquery-dataframes
Core Components of BigFrameshttps://dataframes.bigquery.dev#core-components-of-bigframes
Quickstart: Scalable Data Analysis in Secondshttps://dataframes.bigquery.dev#quickstart-scalable-data-analysis-in-seconds
Explore the Documentationhttps://dataframes.bigquery.dev#explore-the-documentation
Show Source https://dataframes.bigquery.dev/_sources/index.rst.txt
Sphinxhttps://www.sphinx-doc.org/
PyData Sphinx Themehttps://pydata-sphinx-theme.readthedocs.io/en/stable/index.html

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