Download table data to DataFrame

Download table data to a Pandas DataFrame.

Code sample

Python

Before trying this sample, follow thePython setup instructions in theBigQuery quickstart using client libraries. For more information, see theBigQueryPython API reference documentation.

To authenticate to BigQuery, set up Application Default Credentials. For more information, seeSet up authentication for client libraries.

# from google.cloud import bigquery# client = bigquery.Client()project="bigquery-public-data"dataset_id="samples"dataset_ref=bigquery.DatasetReference(project,dataset_id)table_ref=dataset_ref.table("shakespeare")table=client.get_table(table_ref)df=client.list_rows(table).to_dataframe()

What's next

To search and filter code samples for other Google Cloud products, see theGoogle Cloud sample browser.

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