Dattani is a surname. Notable people with the surname include:

Birju Dattani, Canadian lawyer Mahesh Dattani (born 1958), Indian director, actor, playwright, and writer Naomi Dattani (born 1994), English cricketer Sameer Dattani (born 1982), Indian actor