# BigQuery Data Transfer Service data sources

[The BigQuery Data Transfer Service](https://docs.cloud.google.com/bigquery/docs/dts-introduction) lets you schedule
and automate data ingestion to bring data from various data sources into
BigQuery.

The BigQuery Data Transfer Service supports loading data from the following data sources:

| Category | Data source |
|---|---|
| Cloud storage | [Amazon Simple Storage Service (Amazon S3)](https://docs.cloud.google.com/bigquery/docs/s3-transfer-intro) |
| Cloud storage | [Azure Blob Storage](https://docs.cloud.google.com/bigquery/docs/blob-storage-transfer-intro) |
| Cloud storage | [Cloud Storage](https://docs.cloud.google.com/bigquery/docs/cloud-storage-transfer-overview) |
| Databases and data warehouses | [Amazon Redshift](https://docs.cloud.google.com/bigquery/docs/migration/redshift) |
| Databases and data warehouses | [Apache Hive Metastore](https://docs.cloud.google.com/bigquery/docs/hdfs-data-lake-transfer) |
| Databases and data warehouses | [Microsoft SQL Server](https://docs.cloud.google.com/bigquery/docs/sqlserver-transfer-intro) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Databases and data warehouses | [MySQL](https://docs.cloud.google.com/bigquery/docs/mysql-transfer-intro) |
| Databases and data warehouses | [Oracle](https://docs.cloud.google.com/bigquery/docs/oracle-transfer-intro) |
| Databases and data warehouses | [PostgreSQL](https://docs.cloud.google.com/bigquery/docs/postgresql-transfer-intro) |
| Databases and data warehouses | [Snowflake](https://docs.cloud.google.com/bigquery/docs/migration/snowflake-transfer) |
| Databases and data warehouses | [Teradata](https://docs.cloud.google.com/bigquery/docs/migration/teradata) |
| Google services | [Campaign Manager](https://docs.cloud.google.com/bigquery/docs/doubleclick-campaign-transfer) |
| Google services | [Comparison Shopping Service (CSS) Center](https://docs.cloud.google.com/bigquery/docs/css-center-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Google services | [Display \& Video 360](https://docs.cloud.google.com/bigquery/docs/display-video-transfer) |
| Google services | [Google Ad Manager](https://docs.cloud.google.com/bigquery/docs/doubleclick-publisher-transfer) |
| Google services | [Google Ads](https://docs.cloud.google.com/bigquery/docs/google-ads-transfer) |
| Google services | [Google Analytics 4](https://docs.cloud.google.com/bigquery/docs/google-analytics-4-transfer) |
| Google services | [Google Merchant Center](https://docs.cloud.google.com/bigquery/docs/merchant-center-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Google services | [Google Play](https://docs.cloud.google.com/bigquery/docs/play-transfer) |
| Google services | [Search Ads 360](https://docs.cloud.google.com/bigquery/docs/search-ads-transfer) |
| Google services | [YouTube Channel](https://docs.cloud.google.com/bigquery/docs/youtube-channel-transfer) |
| Google services | [YouTube Content Owner](https://docs.cloud.google.com/bigquery/docs/youtube-content-owner-transfer) |
| Marketing platforms | [Facebook Ads](https://docs.cloud.google.com/bigquery/docs/facebook-ads-transfer-intro) |
| Marketing platforms | [HubSpot](https://docs.cloud.google.com/bigquery/docs/hubspot-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Marketing platforms | [Klaviyo](https://docs.cloud.google.com/bigquery/docs/klaviyo-transfer-intro) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Marketing platforms | [Mailchimp](https://docs.cloud.google.com/bigquery/docs/mailchimp-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Payment platforms | [PayPal](https://docs.cloud.google.com/bigquery/docs/paypal-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Payment platforms | [Shopify](https://docs.cloud.google.com/bigquery/docs/shopify-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| Payment platforms | [Stripe](https://docs.cloud.google.com/bigquery/docs/stripe-transfer) ([Preview](https://cloud.google.com/products#product-launch-stages)) |
| SaaS platforms | [Salesforce](https://docs.cloud.google.com/bigquery/docs/salesforce-transfer-intro) |
| SaaS platforms | [Salesforce Marketing Cloud](https://docs.cloud.google.com/bigquery/docs/sfmc-transfer) |
| SaaS platforms | [ServiceNow](https://docs.cloud.google.com/bigquery/docs/servicenow-transfer) |

## Troubleshoot transfer configurations

For information about resolving issues with BigQuery Data Transfer Service, see
[Troubleshoot transfer configurations](https://docs.cloud.google.com/bigquery/docs/transfer-troubleshooting).

## What's next

- To learn more about the BigQuery Data Transfer Service, see [What is
  BigQuery Data Transfer Service?](https://docs.cloud.google.com/bigquery/docs/dts-introduction)
- To learn about other ways you can ingest data into BigQuery, such as using extract, load, and transform (ELT) workflows, see [Introduction
  to loading data](https://docs.cloud.google.com/bigquery/docs/loading-data).