Edit published data sources: New in Tableau 2021.4
Editing published data sources in the browser is one of those Tableau features you wish had been there all along, and in 21.4 it finally is.
- In Tableau 2021.4 you can edit published data sources directly from the browser via the edit data source button, replacing the previous nine-step knowledge base workflow.
- You can edit relationships and add tables (for example bringing in a returns table) without ever opening Tableau Desktop.
- The new scratch pad lets you test and modify calculations against the published data source before committing changes.
- Publishing your changes overwrites the existing source and pushes the update to everything connected to that published data source.
- Extract-based sources need to refresh before you can use the scratch pad, so a live connection can be quicker for testing.
Tableau 2021.4 lets you edit a published data source directly in the browser, replacing the old nine-step workaround of pulling it into Desktop, editing, and republishing.
Previously, changing anything on a published data source meant opening a knowledge base article, downloading the source into Desktop, editing it there, then republishing over the original — a fiddly nine-step process. This feature removes that entirely.
- Open the edit data source button 0:21
On a published data source you'll now see an edit published data source (or edit data source) button, which opens the source for editing in a new browser tab instead of sending you to Desktop.
- Edit relationships and add tables 0:41
In that browser editor you can modify relationships and bring in additional tables, just as you would in Desktop, without ever opening the application.
- Refresh extracts before testing 1:01
If the source is extract-based, Tableau needs to refresh the extract before the scratch pad will work, which adds a wait. A live connection skips this, so it's quicker for testing changes.
- Modify calculations directly 1:22
You can edit existing calculations in place in the scratch pad view (for example changing a parameter like a prior period) and confirm the result before moving on.
- Publish to overwrite the live source 1:41
Once you're happy, publishing pushes your changes over the existing published data source, and the update automatically applies to every workbook connected to it.
- Extract-based sources must refresh before the scratch pad becomes usable, which can slow down testing compared with a live connection.
- Publishing overwrites the existing source for everyone connected to it, so changes are immediate and shared, not staged.
Reach for this whenever you need to tweak a published data source's relationships or calculations and want to avoid the old round trip through Desktop and republishing.
How this Rollup was made provenance & method
A Rollup is drafted by AI from the video's transcript, then reviewed and edited by Tim. Everything used to produce this one is listed below — the model, the exact prompt, and the source video — so the process is transparent and reproducible.
- Transcription
- On-device — NVIDIA Parakeet v3 for recent videos, OpenAI Whisper large-v3 for earlier ones. The transcript never leaves the machine or gets published.
- Drafting
- Claude Sonnet 5 in the cloud, from that transcript.
- Prompt
- The exact Rollup prompt (v2) — the full system prompt, unedited.
- Source video
- Watch on YouTube
- Drafted
- 5 July 2026 at 09:38
- Reviewed & edited
- 5 July 2026 at 09:41 · by Tim Ngwena
Model + prompt + video is everything you'd need to recreate a Rollup like this yourself. The one thing we don't share is the transcript.
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