The incident happened Saturday around 10:30 p.m. at the In-N-Out at Sunset Boulevard and Orange Drive. The women were caught on camera knocking a sign over, shouting and punching vehicles.
Police say the women, who are in their 20s, were arrested for felony vandalism against an Uber car and an additional vehicle. There was also an altercation with a security guard.
Both women appeared to be drunk, LAPD said.
According to the person who posted video of the incident on YouTube, the incident was sparked after the women were kicked out of an Uber for vomiting.
A bystander eventually took down one of the suspects, holding her until police arrived.
Watch video of the entire incident below.