Here's what the Government of Canada says:
"
Crime
Crime, including violent crime, occurs mainly on the islands of New Providence and Grand Bahama.
There has been an increase in muggings, armed robberies, home invasions and sexual assault targeting tourists in the cities of
Nassau and Freeport. Incidents of robbery
take place in cruise ship terminals and in and around popular resort areas, even in daylight hours. If you are threatened by robbers, stay calm and do not resist. Avoid non-tourist neighbourhoods in downtown Nassau, especially at night, where the crime accounts for much of Bahamas’ high murder rate.
Sexual assault occurs frequently, particularly near hotels, in hotel rooms,
in casinos, on cruise ships and on the beach. Avoid excessive consumption of alcohol, do not consume any drugs and don't accept rides from strangers or from unlicensed taxi drivers. Due to incidents of sexual assault, it is recommended to be wary when embarking on jet-ski rides with licensed or unlicensed operators."
Source:
https://travel.gc.ca/destinations/bahamas
Nothing very reassuring.