In the Metadata perspective's Catalog menu, select Datasets. The workspace changes focus and displays all existing datasets. Select the + icon to begin creating a new dataset. In the screen that displays you can provide the information required to create a dataset. Use the tooltip to view descriptions of any properties that you have questions about. When you have completed the creation of your application, select Save and close.