# Snowflake Documentation — Clean Rooms > Snowflake Data Clean Rooms for privacy-safe collaboration across organizations. - [About Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/introduction.md) - [About Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/about.md) - [Activating query results](https://docs.snowflake.com/en/user-guide/cleanrooms/activation.md) - [Activating query results](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/activation.md) - [Add custom templates to a clean room](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/custom-templates.md) - [Analysis specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-analysis.md) - [Audience lookalike modeling](https://docs.snowflake.com/en/user-guide/cleanrooms/lookalike-audience-modeling-template.md) - [Basic consumer-run data analysis](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/basic-flow-data-analysis.md) - [Basic multi-party collaboration](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/basic-multiparty-collab.md) - [Clean room managed accounts](https://docs.snowflake.com/en/user-guide/cleanrooms/managed-accounts.md) - [Clean room versioning](https://docs.snowflake.com/en/user-guide/cleanrooms/dcr-versions.md) - [Clean rooms UI overview](https://docs.snowflake.com/en/user-guide/cleanrooms/web-app-introduction.md) - [Clean rooms UI tour](https://docs.snowflake.com/en/user-guide/cleanrooms/ui-tour.md) - [Clean rooms UI tour](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/ui-tour.md) - [Code bundle specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-code-bundle.md) - [Code bundles](https://docs.snowflake.com/en/user-guide/cleanrooms/resources-code-bundles.md) - [Code specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-code-spec.md) - [Code specs](https://docs.snowflake.com/en/user-guide/cleanrooms/resources-code-specs.md) - [Collaboration specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-collaboration.md) - [Collaborator roles in Collaboration Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/roles.md) - [Create a collaboration in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-create.md) - [Creating, joining, removing, and uninstalling clean rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/manage-clean-rooms.md) - [Custom clean room template reference](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/custom-templates.md) - [Data Clean Rooms Developer Guide](https://docs.snowflake.com/en/user-guide/cleanrooms/developer-guide.md) - [Data Clean Rooms Schema Reference](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-reference.md) - [Data Clean Rooms UI in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-overview.md) - [Data offering specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-data-offering.md) - [Data offerings](https://docs.snowflake.com/en/user-guide/cleanrooms/resources-data-offerings.md) - [Design custom templates](https://docs.snowflake.com/en/user-guide/cleanrooms/custom-templates.md) - [Differential privacy in Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/differential-privacy.md) - [Edit a collaboration in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-manage.md) - [Enabling the legacy Snowflake Data Clean Rooms UI](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/enable-clean-rooms-ui.md) - [End of life for legacy Provider and Consumer Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/pc-eol.md) - [Free-form SQL queries](https://docs.snowflake.com/en/user-guide/cleanrooms/free-form-sql.md) - [Glossary of Snowflake Data Clean Room terms](https://docs.snowflake.com/en/user-guide/cleanrooms/dcr-glossary.md) - [Installing the Snowflake Data Clean Rooms environment](https://docs.snowflake.com/en/user-guide/cleanrooms/installing-dcr.md) - [Inventory forecasting](https://docs.snowflake.com/en/user-guide/cleanrooms/inventory-forecasting-template.md) - [Inventory forecasting collaboration](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-inventory-forecasting.md) - [Items installed with the Snowflake Data Clean Room environment](https://docs.snowflake.com/en/user-guide/cleanrooms/installed-artifacts.md) - [Last touch attribution](https://docs.snowflake.com/en/user-guide/cleanrooms/last-touch-template.md) - [Legacy Clean Rooms UI overview](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/web-app-introduction.md) - [Lookalike audience modeling](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-lookalike-modeling.md) - [Manage clean room users and access](https://docs.snowflake.com/en/user-guide/cleanrooms/manage-dcr-users.md) - [Manage data offerings in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-data-offerings.md) - [Manage templates in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-templates.md) - [Managing access to collaborations, resources, and data](https://docs.snowflake.com/en/user-guide/cleanrooms/manage-access.md) - [Managing clean room environment updates](https://docs.snowflake.com/en/user-guide/cleanrooms/managing-updates.md) - [Managing Cross-Cloud Auto-Fulfillment in Collaboration Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/laf.md) - [Managing Cross-Cloud Auto-Fulfillment in Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/enabling-laf.md) - [Managing Cross-Cloud Auto-Fulfillment in Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/enabling-laf.md) - [ML Jobs in Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/ml-jobs.md) - [Monitor analysis activity in collaborations](https://docs.snowflake.com/en/user-guide/cleanrooms/activity-history.md) - [Multi-party incrementality measurement with automated HPO](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-mljobs-rmn-hpo.md) - [Multi-party insights](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-multi-party-insights.md) - [Multi-provider consumer analysis](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/multiprovider.md) - [Overlap and activation](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-overlap-and-activation.md) - [Overview of Provider and Consumer Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/getting-started.md) - [Overview of Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/overview.md) - [Provider-run analyses](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/provider-run-analysis.md) - [Registering data](https://docs.snowflake.com/en/user-guide/cleanrooms/register-data.md) - [Registries](https://docs.snowflake.com/en/user-guide/cleanrooms/registries.md) - [Resources](https://docs.snowflake.com/en/user-guide/cleanrooms/resources.md) - [Review and join a collaboration in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-join.md) - [Run an analysis in the UI](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/web-app-working.md) - [Run an analysis in the UI](https://docs.snowflake.com/en/user-guide/cleanrooms/web-app-working.md) - [Run analysis and activation in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-run-analysis.md) - [Running free-form SQL queries on clean room tables](https://docs.snowflake.com/en/user-guide/cleanrooms/web-app-sql-template.md) - [Running free-form SQL queries on clean room tables](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/web-app-sql-template.md) - [Sample worksheets and videos](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials-and-samples.md) - [Scheduling a repeating analysis in the clean rooms UI](https://docs.snowflake.com/en/user-guide/cleanrooms/schedule-analysis.md) - [Scheduling a repeating analysis in the clean rooms UI](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/schedule-analysis.md) - [Security scans for custom templates](https://docs.snowflake.com/en/user-guide/cleanrooms/scan-custom-template.md) - [Snowflake Data Clean Room migration tool](https://docs.snowflake.com/en/user-guide/cleanrooms/migration-tool.md) - [Snowflake Data Clean Room tutorials, samples, and videos](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/tutorials-and-samples.md) - [Snowflake Data Clean Room: External data from an Amazon S3 bucket](https://docs.snowflake.com/en/user-guide/cleanrooms/external-data-aws.md) - [Snowflake Data Clean Room: External data from Azure Blob Storage](https://docs.snowflake.com/en/user-guide/cleanrooms/external-data-azure.md) - [Snowflake Data Clean Room: External data from Google Cloud Platform](https://docs.snowflake.com/en/user-guide/cleanrooms/external-data-gcp.md) - [Snowflake Data Clean Rooms Agent](https://docs.snowflake.com/en/user-guide/cleanrooms/dcr-agent.md) - [Snowflake Data Clean Rooms Collaboration API](https://docs.snowflake.com/en/user-guide/cleanrooms/collaboration-api-reference.md) - [Snowflake Data Clean Rooms developer's guide](https://docs.snowflake.com/en/user-guide/cleanrooms/developer-introduction.md) - [Snowflake Data Clean Rooms developer's guide](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/developer-introduction.md) - [Snowflake Data Clean Rooms operational costs](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/cleanroom-cost.md) - [Snowflake Data Clean Rooms operational costs](https://docs.snowflake.com/en/user-guide/cleanrooms/cleanroom-cost.md) - [Snowflake Data Clean Rooms: Activation connectors](https://docs.snowflake.com/en/user-guide/cleanrooms/connector-activation.md) - [Snowflake Data Clean Rooms: Administrator tasks](https://docs.snowflake.com/en/user-guide/cleanrooms/admin-tasks.md) - [Snowflake Data Clean Rooms: Clean room connectors](https://docs.snowflake.com/en/user-guide/cleanrooms/connector-clean-room.md) - [Snowflake Data Clean Rooms: Consumer API reference guide](https://docs.snowflake.com/en/user-guide/cleanrooms/consumer.md) - [Snowflake Data Clean Rooms: Identity and data provider connectors](https://docs.snowflake.com/en/user-guide/cleanrooms/connector-identity.md) - [Snowflake Data Clean Rooms: Installed objects](https://docs.snowflake.com/en/user-guide/cleanrooms/installation-details.md) - [Snowflake Data Clean Rooms: Installed objects](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/installation-details.md) - [Snowflake Data Clean Rooms: Machine Learning](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/machine-learning.md) - [Snowflake Data Clean Rooms: Provider API reference guide](https://docs.snowflake.com/en/user-guide/cleanrooms/provider.md) - [Snowflake Data Clean Rooms: Troubleshooting external data connectors](https://docs.snowflake.com/en/user-guide/cleanrooms/external-data-troubleshoot.md) - [Template specification](https://docs.snowflake.com/en/user-guide/cleanrooms/spec-template.md) - [Templates](https://docs.snowflake.com/en/user-guide/cleanrooms/resources-templates.md) - [Transaction matching across two parties](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-hybrid-txn-matching.md) - [Troubleshooting Collaboration Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/v2/troubleshooting.md) - [Troubleshooting Snowflake Data Clean Rooms](https://docs.snowflake.com/en/user-guide/cleanrooms/troubleshooting.md) - [Tutorial: Create and run a clean room using the clean rooms UI and a single account](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials/cleanroom-web-app-single-account-tutorial.md) - [Tutorial: Create and run a clean room using the clean rooms UI and a single account](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/tutorials/cleanroom-web-app-single-account-tutorial.md) - [Tutorial: Create and run a clean room using the clean rooms UI and two accounts](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials/cleanroom-web-app-tutorial.md) - [Tutorial: Create and run a clean room using the clean rooms UI and two accounts](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/tutorials/cleanroom-web-app-tutorial.md) - [Tutorial: Get started with collaboration clean rooms (API)](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials/collaboration-basic-api-tutorial.md) - [Tutorial: Get started with collaboration clean rooms (Snowsight)](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials/collaboration-basic-ui-tutorial.md) - [Tutorial: Get started with Snowflake Data Clean Rooms in code](https://docs.snowflake.com/en/user-guide/cleanrooms/tutorials/cleanroom-api-tutorial-basic.md) - [Understanding clean room table policies](https://docs.snowflake.com/en/user-guide/cleanrooms/policies.md) - [Understanding Snowflake Data Clean Room policies](https://docs.snowflake.com/en/user-guide/cleanrooms/v1/policies.md) - [Uninstalling the Snowflake Data Clean Rooms environment](https://docs.snowflake.com/en/user-guide/cleanrooms/uninstalling-clean-rooms.md) - [Update the clean room UI to Snowflake authentication](https://docs.snowflake.com/en/user-guide/cleanrooms/update-to-oauth.md) - [Upload and run custom functions in a clean room](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/custom-code.md) - [Use case: Overlap and segmentation](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/basic-flow-overlap.md) - [Using internal tables for multistep workflows](https://docs.snowflake.com/en/user-guide/cleanrooms/multistep-flows.md) - [Using Snowpark in a clean room](https://docs.snowflake.com/en/user-guide/cleanrooms/demo-flows/snowpark.md) - [Using the developer APIs to execute templates sequentially](https://docs.snowflake.com/en/user-guide/cleanrooms/developer-template-chains.md) - [View collaboration activity in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-activity.md) - [View collaboration details in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-details.md) - [View collaborations in Snowsight](https://docs.snowflake.com/en/user-guide/cleanrooms/collab-ui-listing.md)