Soon after, the street was cordoned off between Great King St and Cumberland St, and about a dozen officers began an investigation of the vehicle and the street.
However, following an investigation, a police spokeswoman said officers could not find any sign of the vehicle being hit by a gunshot.
It was not known what broke the window, she said.
“Police found no evidence to suggest anything suspicious, and are continuing to make follow-up inquiries.”