"Almost Like Being in Love" was revived in a downbeat ballad version by singer Michael Johnson (U.S. no. 32, 1978).[3] His rendition became a Top 10 Adult Contemporary hit in both the U.S. (no. 4) and Canada (no. 10).
There were three hit versions of the song in the United States in 1947: Frank Sinatra's version[5] was the highest charting at no. 20. Mildred Bailey and Mary Martin both charted with the song at no. 21 that year.[6]
Nat King Cole recorded more than one version of the song, including a later version that was used as the closing song in the 1993 movie Groundhog Day starring Bill Murray. Cole's version, in the key of G major like the original, features a ii–V–I turnaround (2-5-1) in G, a pair of similar 2-5-1 sequences in E major and D major for the bridge, after which it raises the refrain a half-step with a 2-5-1 in A flat major.
In the 1957 Goon Show episode, "The Great Regent's Park Swim", Eccles parodies the song, singing "with a smile on my face for the whole human race, it's almost like being insane."
A portion of the song was sung by Jack Soo’s character Detective Nick Yemana in the third season episode of Barney Miller entitled ‘Hash’ in 1976.
^Hischak, Thomas S. (2008). The Oxford Companion to the American Musical: Theatre, Film, and Television. Oxford University Press. p. 93. ISBN978-0195335330.