Dolphin Swim Words are less to express the experience of swimming with the Dolphins. Kizimkazi fishing village in Zanzibar is the home to several Bottle-nosed and Humpback dolphins, which are sighted following a short boat trip from the village. Start for the village in the early hours of the day, to have the opportunity to swim with the dolphins.