USC literally tells its students not to walk around alone at night and has a LiveSafe app which "has a useful SafeWalk function that allows friends to monitor each other when someone is en route to a destination" - https://safety.usc.edu/tips/
Being an institution with thousands of students, I'd trust their take more than your random anecdote.