This herbaceous dicot belonging to Brassicaceae family is a plant closely related to the mustard plant.
From the en.wikipedia.org
Morning glory is one of several annual, dicot, climbing plants of the following species, all belonging to the Convolvulaceae family and grown in blue, pink, purple, red, or white blooms.