Viewing the analysis as a list is only one of four ways the analysis can be displayed. The Report view is a slightly altered form of the list view (try setting the Arrange As option to Report and look at the report).
In the table format one field is displayed horizontally across the page, with the remainder displayed vertically down the page. Only one calculation can be shown on the report itself.
Notice that only one calculation value (currently quantity) can be used.
From the preview of an analysis report, you can drill down on a data point to see the underlying records.
The Detail Line Items list window will be displayed with just the lines of the transaction that comprise the results.