Analytics Guides#

Analytics is the SQL and dashboard layer over the feature store: Trino queries the offline data, Superset charts it. Start with a query, then turn it into a dashboard.

Start here

Open the Query Engine from the project sidebar and run SQL against a feature group. One catalog per table format, so pick delta, iceberg or hudi first.
```
SELECT customer_id, avg(amount) AS avg_amount
FROM delta.fraud_featurestore.transactions_1
GROUP BY customer_id
ORDER BY avg_amount DESC
LIMIT 10
```
Query engine · Superset

Query

Query engine Run interactive SQL over feature groups, with query history and cluster status.
Trino catalogs Expose a data source as a catalog so external tables join feature data.
External BI tools How a BI tool connects to the offline store through Trino.

Visualize

Superset SQL Lab, datasets, charts and dashboards inside the project.
Share a dashboard Give project members access to a dashboard.
Enable Superset Administrator setup, users and roles.