The disco seen in the movie was actually an old picture theater being renovated in Jersey City, New Jersey.
Castle Rock, the studio that produced the film, wanted a big name to star as Alice. They put in a call to Winona Ryder's agent with a firm offer. In the meantime, Chloë Sevigny read for the part and was perfect for the role, according to Whit Stillman. They were able to get out of the offer to Ryder, because her agent took four days to return the call.
At around 15:00, on the soundtrack is Chic's "Le Freak", which was originally penned when the band's members were shunned by Studio 54, one of the most notorious discos of the era.