Dataplex automatic data quality and data profiling are generally available
Share
Services
## Announcement
Dataplex [automatic data quality](https://cloud.google.com/dataplex/docs/auto-data-quality-overview) and [data profiling](https://cloud.google.com/dataplex/docs/data-profiling-overview) are generally available.
* Data profiling
* Jump start your data analytics with statistical insights, such as average values, unique values, data bounds, and top-N.
* Understand drifts and build anomaly models with the generated metadata.
* Publish data quality and data profiling information in the BigQuery console. [Learn more](https://cloud.google.com/bigquery/docs/data-profile-scan).
* Profile data in BigQuery tables, views, BigLake, and external tables.
* Ease deployment through a managed, serverless, and zero-copy execution.
* Take advantage of advanced features like filtering, sampling, and saving results to a central BigQuery table.
* Automatic data quality
* Deliver trusted data by building an end-to-end data quality monitoring pipeline.
* View rule recommendations, enhance with business rules, monitor on a routine or in a pipeline, generate reports, get alerted on failures, and troubleshoot the issues.
* View quality information in the BigQuery UI for every table user to see. [Learn more](https://cloud.google.com/bigquery/docs/data-quality-scan).
* Improve data quality in BigQuery tables, views, BigLake, and external tables.
* Ease deployment through managed, serverless, and zero-copy execution.
* Take advantage of advanced features like filtering, sampling, and saving results to a central BigQuery table.