You can customise the appearance of your reports by clicking the "Report Preferences" link in the left-hand navigation of any report.

You can choose whether or not to display numbers in charts. For Sales Reports Plus subscribers, you can also choose whether or not to display full category names, and you can select if you most recent weekly or monthly report will be displayed when you open your report each time.