To edit a specific query, click on the cell where the query is located (remember a comment was placed in that cell so you could find it easily). Click on the Edit button on the Analytics Edge ribbon bar. The original query wizard will open with all of your previous settings.
Make changes as desired and save the query. See the new results in your worksheet.