How do you deselect data on excel?

Deselecting is removing the selection of a cell. So if a cell is selected and you click onto another cell, the first cell is no longer selected. The exceptions to this are when you have the Ctrl or Shift keys pressed when you click on another cell, or if you hold the mouse button and drag, in which case the original cell will stay selected and you can select more cells.