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To create an analysis in the YouTube tutorial, you should add columns, apply filters, and format columns. Double-click a column in the criteria tab to add it to the analysis. Sort columns for easier reading and add filters to refine content. Use a column as a filter even if it's not displayed. Delete unwanted columns and view results. In the results tab, change the sort order and add new columns. Drag columns for placement and add a chart for better visualization of the data.