Gloucester Township police say surveillance cameras caught a man in a K-Mart store dancing as he stuffed two pieces of clothing under his shirt.
Police say he tossed the clothes and took off when he was confronted by security.
Officials posted the surveillance video on YouTube in hopes that it would help identity and track down the suspect.
Watch the video below:
So far, police say they have solved three cases with the help of social media.
If you have any information about this suspect, call the Gloucester police anonymous crime tip line at 856-842-5560 or 856-228-4500.
What do you think of his moves? Sound off in our comments section.