The department said the woman fell from the 5th floor of the Ramada Inn on Westshore Boulevard.
According to police, the woman was visiting Tampa and had no other ties.
Detectives were still at the scene of her death as of the last update.
This is a developing news story. Stick with News Channel 8 for updates.