Tracklist
| A1 | I Got Rhythm | 2:17 |
| A2 | People Will Say We're In Love | 3:05 |
| A3 | It's A Most Unusual Day | 2:34 |
| A4 | It's A Good Day | 2:40 |
| A5 | Fly Me To The Moon | 2:35 |
| A6 | My Mammy | 2:28 |
| B1 | Come Rain Or Come Shine | 3:46 |
| B2 | Old Folks | 2:26 |
| B3 | Over And Over | 2:34 |
| B4 | And The Angels Sing | 2:00 |
| B5 | In The Still Of The Night | 1:50 |
| B6 | When The Feeling Hits You | 2:58 |
Other versions
| Category | Artist | Title (Format) | Label | Category | Country | Year |
|---|---|---|---|---|---|---|
| CS 8658 | The Bobby Doyle Three | In A Most Unusual Way (LP) | Columbia | CS 8658 | Canada | Unknown |
| CL 1858 | The Bobby Doyle Three | In A Most Unusual Way (LP, Mono) | Columbia | CL 1858 | US | 1962 |
