| Official |
|---|
| 1.2 | We Wanna Boogie | 2:24 | Sonny Burgess | Red Headed Woman / We Wanna Boogie | Sonny Burgess | Single | | Sun | 247 |
| 1.2 | We Wanna Boogie | 2:24 | Sonny Burgess | Red Headed Woman / We Wanna Boogie | Sonny Burgess | Single | | Sun Record Company | 247 |
| 1.10 | We Wanna Boogie | 2:22 | Sonny Burgess | I Need a Man | Various Artists | Album + Compilation | | Sun Record Company | CFM 502 |
| 1.1 | We Wanna Boogie | 2:23 | Sonny Burgess | We Wanna Boogie | Sonny Burgess | Album + Compilation | | Rounder | SS 36 |
| 1.1 | We Wanna Boogie | 2:27 | Sonny Burgess | Classic Recordings 1956-1959 | Sonny Burgess | Album + Compilation | | Bear Family Records | BCD 15525 BH |
| 1.1 | We Wanna Boogie | 2:23 | Sonny Burgess | Hittin’ That Jug! The Best of Sonny Burgess | Sonny Burgess | Album + Compilation | | AVI Records | AVI-CD 5006 |
| 1.1 | We Wanna Boogie | 2:27 | Sonny Burgess | The Arkansas Wild Man | Sonny Burgess | Album + Compilation | | Charly Records | CPCD 8103 |
| 2.14 | We Wanna Boogie | 2:27 | Sonny Burgess | The Complete Sun Singles, Volume 2 | Various Artists | Album + Compilation | | Bear Family Records | BCD 15802 |
| 1.1 | We Wanna Boogie | 2:29 | Sonny Burgess | Sun Records: 25 Red-Hot Rockabilly Classics | Various Artists | Album + Compilation | | Varèse Vintage Records | 302 066 381 2 |
| 3.1 | We Wanna Boogie | 2:29 | Sonny Burgess | Sun Records: 50th Anniversary Box | Various Artists | Album + Compilation | | Varèse Vintage Records | 302 066 386 2 |
| 1.9 | We Wanna Boogie | 2:26 | Sonny Burgess | Sun Record Company: Where Rock ’n’ Roll Was Born, Volume 4 | Various Artists | Album + Compilation | | Direct Source Special Products Inc. | VAU 41362 |
| 1.1 | We Wanna Boogie | 2:27 | Sonny Burgess | The Arkansas Wild Man | Sonny Burgess | Album + Compilation | | Complete Rock'n'Roll | SROLLCD808X |
| 1.6 | We Wanna Boogie | 2:25 | Sonny Burgess | Shake Rattle & Roll | Various Artists | Album + Compilation | | Dynamic | DYN 2168 |
| 3.26 | We Wanna Boogie | 2:26 | Sonny Burgess | Classic Rockabilly | Various Artists | Album + Compilation | | Proper Records | PROPERBOX 122 |
| 1.23 | We Wanna Boogie | 2:25 | Sonny Burgess | Red Hot Rockabilly for Ice Cool Cats | Various Artists | Album + Compilation | | Delta , Xtra | 26583 |
| 1.1 | We Wanna Boogie | 2:25 | Sonny Burgess | Rock ’n’ Roll Legend | Sonny Burgess | Album + Compilation | | Charly Records | CRR010 |
| 1.1 | We Wanna Boogie | 2:25 | Sonny Burgess | Rock ’n’ Roll Legend | Sonny Burgess | Album + Compilation | | Charly Records | CRR010 |
| 2.12 | We Wanna Boogie | 2:28 | Sonny Burgess | Johnny Burnette and More Kings of Rockabilly | Various Artists | Album + Compilation | | Primo | PRMCD 6090 |
| 1.18 | We Wanna Boogie | 2:25 | Sonny Burgess | Totally Essential Rockabilly | Various Artists | Album + Compilation | | Big3 | BT3010 |
| 1.21 | We Wanna Boogie | 2:26 | Sonny Burgess | Good Rockin’ Tonight: Red Hot Rockabilly | Various Artists | Album + Compilation | | Fantastic Voyage | FVTD017 |
| 1.14 | We Wanna Boogie | 2:26 | Sonny Burgess | Red Hot Rockabilly | Various Artists | Album + Compilation | | Not Now Music | |
| 2.18 | We Wanna Boogie | 2:25 | Sonny Burgess | Rockabilly’s Gravest Hits | Various Artists | Album + Compilation | | Not Now Music | NOT3CD047 |
| 1.12 | We Wanna Boogie | 2:26 | Sonny Burgess | Rock‐a‐Billy, Rock and Roll & Hillbilly | Various Artists | Album + Compilation | | Membran | 233313 |
| 3.15 | We Wanna Boogie | 2:25 | Sonny Burgess | Absolutely Rockabilly | Various Artists | Album + Compilation | | Delta Leisure Group | 60374 |
| 1.15 | We Wanna Boogie | 2:25 | Sonny Burgess | Rockabilly Bop | Various Artists | Album + Compilation | | Delta Leisure Group | 60383 |
| 2.13 | We Wanna Boogie | ?:?? | Sonny Burgess | Pink Cadillac – Essential Rock n Roll Cruisin’ | Various Artists | Album + Compilation | | Metro Select , Union Square Music | METRSL054 |
| 12.17 | We Wanna Boogie | 2:26 | Sonny Burgess | Rock‐a‐Billy Dynamite | Various Artists | Album + Compilation | | The Intense Media, Documents | 600025 |
| 1.9 | We Wanna Boogie | 2:27 | Sonny Burgess | Stars of Rockabilly | Various Artists | Album + Compilation | | My Kind of Music | USMMKTCD020 |
| 1.1 | We Wanna Boogie | ?:?? | Sonny Burgess | The Sam Phillips Years: Sun Records Curated by Record Store Day Volume 9 | Various Artists | Album + Compilation | | Org Music | ORGM-2235 |
| 3.12 | We Wanna Boogie | 2:27 | Sonny Burgess | Rock ’n’ Roll Legends | Various Artists | Album + Compilation | | | |
| 1.10 | We Wanna Boogie | 2:26 | Sonny Burgess | Rockabilly Gold, Volume Fourteen: 30 Early Original Tracks | Various Artists | Album + Compilation | | Lucky Records | CDLR814 |
| Promotion |
|---|
| 1.5 | We Wanna Boogie | 2:24 | Sonny Burgess | Oxford American: Southern Music 11th Edition | Various Artists | Album + Compilation | | Oxford American | [none] |
| Bootleg |
|---|
| 1.1 | We Wanna Boogie | 2:19 | Sonny Burgess | We Wanna Boogie: Original Memphis Rockabilly | Various Artists | Album + Compilation | | Bopcat Records | B.LP 200, BOP CAT 200 |