Where was the term/joke "thats what she said" originally from?

[Cassia]

I use that joke all the time
I was wondering what it was from
i ihave heard it on the office but I dont know if they got it from some one eles
hope you people know!
thanks

 

[eleanor.]

I think that it was from The Office.
Not positive, though.