To undo your last action or last few actions, press CTRL+Z.
Click on get data option on the top left and you'll get a drop down menu, Select the type of data you'll be using. In my case I chose Excel.
Once you've selected the data you can edit before you load it onto power BI. Its always a good practice to edit the data make the report only for required/filtered data.