To delete a single dataset, open it in the Data Editor tool by clicking the '+' button. Then select the 'Advanced' tab.
Then click the 'Delete Datasets' button.
To delete multiple datasets, select them using the check boxes on the left side of the screen. Click the check mark at the top to select all. Then open one of the select datasets and click the 'Delete Datasets' button. 
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