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...do I need to recreate it from scratch?
Absolutely not! All you need to do is set up a Tableau Public account and then publish the workbook you saved from Tableau Desktop to that Tableau Public account.
All you need to do is make sure of a couple things before you publish:
- The data you connected to will need to be extracted - Extracting Data
- The workbook is saved as a packaged workbook (.twbx file extension) - Packaged Workbooks
- The total number of rows in your data extract doesn't exceed 100,000
Be sure to check out the Tableau Public "How it Works" video if you haven't already: How It Works | Tableau Public