If your graph is empty then make sure that you have recorded at least two Filled Tank fuel entries. If necessary, you can go back and change the Filled/Unfilled setting on previous entries.
Note that the Filled/Unfilled setting does not affect your overall statistics; it merely controls when your statistics are updated.