Toggl to Tableau Integration
AI-first ETL from Toggl into Tableau. Governed entities, incremental sync, typed landing tables.
How Datrise loads Toggl into Tableau
Datrise syncs Toggl's time entries, projects, clients, workspaces, tags, and users into Tableau as warehouse tables or a refreshed .hyper extract. Flexible or custom fields land in flattened columns for Tableau fields, and timestamps such as created, updated, and status changes are typed as date/datetime fields.
Sync is incremental: Datrise uses incremental refresh of the tables behind a live connection or extract, so re-runs update only what changed. Date-partitioned facts to keep extract refresh quick. Tableau .hyper extracts snapshot data, so Datrise keeps the source tables incremental and lets you choose live vs extract.
Ideal for visual analytics and dashboards in Tableau.
Endpoints
Toggl: Time tracking with projects, clients, and reports.
Tableau: Salesforce analytics platform for interactive dashboards and visual exploration.
How Toggl entities map to Tableau
| Toggl entity | Tableau object | Notes |
|---|---|---|
| time entries | toggl_time_entries | id PK · custom fields → flattened columns for Tableau fields |
| projects | toggl_projects | id PK · linked to toggl_time_entries |
| clients | toggl_clients | id PK · linked to toggl_time_entries |
| workspaces | toggl_workspaces | id PK · linked to toggl_time_entries |
FAQ
How does Datrise handle Toggl's custom fields in Tableau?
Flexible values are stored as flattened columns for Tableau fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Tableau types.
How does the Toggl to Tableau sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the tables behind a live connection or extract.
Related pipelines
More destinations for Toggl
Early access
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