Scenario
Active Project is not showing on the Project Profitability Report.
Solution
Check on the Project record if there have been any sales orders/invoices that are related to the project.
You can verify it by viewing the Project record > under the Related Records tab > on the Transactions sublist.
NOTE: There should be at least one sales order/invoice related to the project for it to show on the Project Profitability Report.