"That said," "That having been said," or "That being said"?
All three are acceptable.
That said — Wiktionary
- However
"Christmas is exploited by capitalism. That said, it is still a religious festival."
It is a set phrase, kind of idiomatic.
Synonyms: Be that as it may, Having said that, Nevertheless, That being said