I accidentally formatted a hard disk, can I retrieve it?

I accidentally formatted a hard disk that I don’t want to format it. So I lost a lot of very important data, I like to know if I still have some way to retrieve them? I hope I didn’t
ask a stupid question.

Thank you very much!