The department released an 11-minute video on Saturday that's a spoof of the "Curb Your Enthusiasm" TV Show.
The video shows the officers dancing with people in the community.
The mayor even makes an appearance.... and members of the water rescue unit even danced in their scuba gear.
For the past several months, these videos showing people dancing to "My Boo" by Ghost Town DJ's have been making the rounds on social media.
Last month, the Philly Police Department was challenged by the police department in Detroit.