| Fred Astaire
The Astaire Story #4
A1: They Can't Take That Away From Me
| | Mercury USA | MG C-1004 | 1953 | LP | 0 | | |
| Fred Astaire
The Astaire Story - Vol. IV
A1: They Can't Take That Away From Me
| | Mercury France | 7030 | Nov 1953 | LP | 0 | | |
| Fred Astaire
The Best Of Fred Astaire
A5: They Can't Take That Away From Me
| | Philips UK | BBL 7052 | 1955 | LP | 0 | | |
| Fred Astaire
Mr. Top Hat - Songs And Dances By Fred Astaire
A7: They Can't Take That Away From Me
| | His Master's Voice UK | CLP 1100 | 1956 | LP | 0 | | |
| Fred Astaire
Now
A6: They Can't Take That Away From Me
| | London UK | HA-R 2219 | 1959 | Mono LP | 0 | | |
| Fred Astaire
Now
A6: They Can't Take That Away From Me
| | Kapp USA | KS-3049 | 1959 | Stereo LP | 1 | | |
| Fred Astaire
Now
A6: They Can't Take That Away From Me
| | Kapp USA | KL-1165 | 1959 | Mono LP | 1 | | |
| Fred Astaire
Three Evenings With Fred Astaire - His Identification Songs
A4: They Can't Take That Away From Me
| | Choreo USA | A1 | 1962 | LP | 0 | | |
| Fred Astaire
Nothing Thrilled Us Half As Much
A5: They Can't Take That Away From Me
| | Epic USA | FLM 13103 | 1963 | LP | 0 | | |
| Fred Astaire
Three Evenings With Fred Astaire - His Identification Songs
A4: They Can't Take That Away From Me
| | London UK | HA-A.8225 | 1964 | LP | 1 | | |
| Fred Astaire
Nothing Thrilled Us Half As Much
A5: They Can't Take That Away From Me
| | Columbia UK | SX 6059 | Aug 1966 | LP | 1 | | |
| Fred Astaire
Now
A6: They Can't Take That Away From Me
| | Ace Of Hearts UK | ZAHR 171 | 1968 | Stereo LP | 5 | | |
| Fred Astaire
Starring Fred Astaire
C7: They Can't Take That Away From Me
| | Columbia USA | PSG 32472 | 1973 | Double LP | 0 | | |
| Various Artists
That's Entertainment: Music From The Original Motion Picture Soundtrack
B4: They Can't Take That Away From Me
| | MCA Canada | MCA2-11002 | 1974 | Double LP | 0 | | |
| Fred Astaire, Ginger Rogers
"Top Hat / Shall We Dance" Original Soundtracks
B6: They Can't Take That Away From Me
| | EMI UK | EMTC 102 | Oct 1974 | LP | 0 | | |
| Various Artists
That's Entertainment
B4: They Can't Take That Away From Me
| | MGM UK | 2659 033 | Nov 1974 | Double LP | 1 | | |
| Fred Astaire
Never Before
B4: They Can't Take That Away From Me
| | Oxford Italy | OX / 3038 | 1976 | LP | 0 | | |
| Fred Astaire
The Astaire Story
E1: They Can't Take That Away From Me
| | DRG Archive USA | DARC-3-1102 | 1978 | Box Set | 0 | | |
| Fred Astaire
The Golden Age Of Fred Astaire
A5: They Can't Take That Away From Me
| | The Golden Age UK | GX 2511 | Jul 1983 | LP | 0 | | |
| Fred Astaire
Shall We Dance - 1926 To 1937 - The Classic Years In Digital Stereo - Vol. 9
B7: They Can't Take That Away From Me
| | BBC UK | REB 665 | 1988 | LP | 0 | | |
| Various Artists
Moments
A7: They Can't Take That Away From Me
| | Telstar UK | STAR 2342 | Nov 1988 | LP | 0 | | |
| Fred Astaire
Now
A6: They Can't Take That Away From Me
| | Kapp Canada | KL 1165 | | LP | 0 | | |
| Fred Astaire
Very Special Performances
C7: They Can't Take That Away From Me
| | VSP Verve UK | VSP.23/24 | | Double LP | 0 | | |
| Fred Astaire
Stepping Out With Fred Astaire
B6: They Can't Take That Away From Me
| | World Record Club UK | TP.157 | | LP | 1 | | |