It is a really good movie esp considering it is all through the one window!
To film it they had to dig the floor out of the studio and go into the cellar underneath, that used to be Esther Williams swimming pool, to be able to fit the height of the apartments into the studio
The actual ground level when you walked in was the level of his apartment.
I like Thelma Ritter in this (playing the nurse) very funny.