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The below list is not complete and may change once the full version of Tableau Server 10 is actually released.
Tableau 10.0 web authoring will include:
- Support for authoring new visualizations
- Performing calculations
- Formatting workbooks
- Building analytical models
- Authoring dashboards
Tableau 10.0 web authoring will not include:
- Authoring stories
- Mobile dashboard authoring
- Creating new data connections
- Data preparation
- Detailed formatting
- Full filtering capability
Looks like the below article will need to be updated:
Here is a data viz showing more detail, might not be updated for 10.0.
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Tableau Online Deployment Advisor