As noted in the Data Queries there are a number of report view types that can be creatd and displayed on the Dashboard as Dashboard Widgets including Tables, Maps and Charts.
You are though able to create Custom Widgets to build your own HTML based report view on teh Dashboard.
To create a new Custom widget
The Custom Widget will now be available under the "More Widgets" button on the dashboard, with custom widgets appearing under a separate menu