Google Analytics 4 to Apache Superset Integration

AI-first ETL from Google Analytics 4 into Apache Superset. Governed entities, incremental sync, typed landing tables.

How Datrise loads Google Analytics 4 into Apache Superset

Datrise syncs Google Analytics 4's events, users, sessions, traffic sources, conversions, and audiences into Apache Superset as governed SQL tables Superset queries directly. Flexible or custom fields land in flattened columns for the explore UI, and timestamps such as created, updated, and status changes are typed as temporal columns for time-series charts.

Sync is incremental: Datrise uses incremental refresh of the queried tables, so re-runs update only what changed. Date-partitioned tables to keep dashboards responsive. Superset charts run live SQL, so Datrise lands query-friendly, indexed tables rather than wide raw payloads.

Ideal for open-source dashboards over your own database.

Endpoints

Google Analytics 4: Event-based web and app analytics from Google.

Apache Superset: Open-source BI for SQL exploration, charts, and dashboard publishing.

How Google Analytics 4 entities map to Apache Superset

Google Analytics 4 entity	Apache Superset object	Notes
events	`ga4_events`	temporal columns for time-series charts events
users	`ga4_users`	id PK · linked to ga4_events
sessions	`ga4_sessions`	id PK · linked to ga4_events
traffic sources	`ga4_traffic_sources`	id PK · linked to ga4_events

FAQ

How does Datrise handle Google Analytics 4's custom fields in Apache Superset?

Flexible values are stored as flattened columns for the explore UI, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Apache Superset types.

How does the Google Analytics 4 to Apache Superset sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the queried tables.

Related pipelines

Early access

Connect Google Analytics 4 to Apache Superset the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.