Souenlovie Creek is a stream in the U.S. state of Mississippi. Scotchenflipper Creek is a tributary.
Souenlovie is a name derived from the Choctaw language purported to mean "leech killer". Variant names are "Ahsoombeera Creek", "Ashentoun Creek", "Hasunlovieasha Creek", and "Souinlovey Creek".