Anthony Tolliver connected on five 3-pointers en route to 22 points as the Bobcats improved to 2-17 all-time against the Mavericks.
Gerald Henderson added 15 points on 7-of-11 shooting for Charlotte, which made 54.9 percent of its shots from the field.
Josh McRoberts dished out a personal-best 13 assists.
Dallas had its five-game winning streak ended as a hobbled Dirk Nowitzki (sprained left ankle) was held to 16 points.
Monta Ellis also provided 16 and seven assists.
Celebrity Couples of 2014 [PHOTOS]