This name can also be given in reference to the city in Italy, as in the case of Florence Nightingale (1820-1910), who was born there to British parents. She was a nurse in military hospitals during the Crimean War and is usually considered the founder of modern nursing.
This was the name of a 13th-century Italian saint who made clothes for the poor. As an English name, it has never been common.