Verdon Taylor, a thirty-two-year-old Pennsylvania man, was arrested for stripping in the parking lot and entering the Walmart naked and stealing a pair of socks.
The incident happened at 5.30 p.m. on Wednesday.
The police arrived at the scene following a call from the Walmart officials. According to the West Whiteland police, they used a stun gun to subdue the 300- pound man who was not ready to obey the officers.
Footage from the surveillance camera at the store shows the shoppers running scattered as the man walked around the store naked after wearing a pair of socks.
Taylor was charged with aggravated assault and indecent exposure and is being held on $50,000 bail at the Chester County Prison, the Huffington Post reported.