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| 1.1 | Sweet Nothin's | ?:?? | Brenda Lee | Sweet Nothin's | Brenda Lee | Singolo | | Decca Records | 9-30967 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | DL 4039 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | DL 74039 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | LTM-9396 |
| 1.7 | Sweet Nothin’s | 2:14 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | SLP 7957 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | DL 4039 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Festival Records | FL-7208 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Brunswick | 87 039 LPBM |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Decca Records | UDL 4039 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Miss Dynamite | Brenda Lee | Album | | Brunswick | LAT.8347 |
| 1.7 | Sweet Nothin’s | ?:?? | Brenda Lee | Miss Dynamite | Brenda Lee | Album | | Brunswick | LAT.8347 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Jugoton | LP-BR-V-199 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Miss Dinamita | Brenda Lee | Album | | Coral Records | S-21155 |
| 1.3 | Sweet Nothin’s | 2:20 | Brenda Lee | The Brenda Lee Story: Her Greatest Hits | Brenda Lee | Album + Compilation | | MCA Records | MCA2-4012 |
| 1.4 | Sweet Nothin’s | 2:25 | Brenda Lee | Brenda’s Best | Brenda Lee | Album + Compilation | | Cédé International, World Star Collection | CD 66043, CD 99043 |
| 1.9 | Sweet Nothin’s | 2:24 | Brenda Lee | The Rock 'n' Roll Era: 1960 | Various Artists | Album + Compilation | | Time–Life Music, Warner Special Products | 2RNR-11, OPCD-2541 |
| 1.1 | Sweet Nothin’s | 2:24 | Brenda Lee | Rockfile, Volume 36 | Various Artists | Album + Compilation | | Backline Records | BLCD 9.00976 L |
| 1.9 | Sweet Nothin's | 2:21 | Brenda Lee | Anthology 1956-1980 | Brenda Lee | Album + Compilation | | MCA Records | MCAD 2-10384, MCD 10384 |
| 1.9 | Sweet Nothin's (Single Version) | 2:21 | Brenda Lee | Anthology 1956-1980 | Brenda Lee | Album + Compilation | | MCA Nashville | |
| 1.1 | Sweet Nothin's | 2:23 | Brenda Lee | My Greatest Songs | Brenda Lee | Album + Compilation | | MCA Records | 18349 |
| 1.3 | Sweet Nothin’s | 2:24 | Brenda Lee | The Brenda Lee Story: Her Greatest Hits | Brenda Lee | Album + Compilation | | MCA Records | |
| 1.9 | Sweet Nothin’s | 2:21 | Brenda Lee | More Rock’n’Roll Love Songs | Various Artists | Album + Compilation | | Dino Entertainment | DIN CD 30 |
| 1.10 | Sweet Nothin's | 2:26 | Brenda Lee | The Collection | Brenda Lee | Album + Compilation | | MCA Records | MCD 18580 |
| 1.9 | Sweet Nothin's | 2:25 | Brenda Lee | The Rock ’n’ Roll Era: 1960 | Various Artists | Album + Compilation | | Warner Special Products, Time–Life Music | OP-2541, SRNR-11 |
| 1.9 | Sweet Nothin’s | 2:24 | Brenda Lee | The Rock ’n’ Roll Era: 1960 | Various Artists | Album + Compilation | | Time–Life Music, Warner Special Projects | 2RNR-11, OPCD-2541 |
| 1.16 | Sweet Nothin's | 2:22 | Brenda Lee | Love You! | Brenda Lee | Album | | MCA Records | MCD 30492 |
| 1.16 | Sweet Nothin’s | 2:26 | Brenda Lee | 1960 - Die Stars - Die Hits - Die Facts | Various Artists | Album + Compilation | | Polydor | 35905 9 |
| 2.7 | Sweet Nothin's | 2:25 | Brenda Lee | Little Miss Dynamite | Brenda Lee | Album + Compilation | | Bear Family Records | BCD 15772 DK |
| 1.7 | Sweet Nothin's | 2:25 | Brenda Lee | The Best of Brenda Lee: Classic 25 Recordings | Brenda Lee | Album + Compilation | | Music Club | MCCD 213 |
| 1.24 | Sweet Nothin's | 2:24 | Brenda Lee | The EP Collection | Brenda Lee | Album + Compilation | | See for Miles Records | SEECD 425 |
| 1.11 | Sweet Nothin’s | 2:26 | Brenda Lee | The Very Best of Brenda Lee | Brenda Lee | Album + Compilation | | Heartland Music, Universal Music Special Markets | 4757-2, MSD-36052 |
| 1.3 | Sweet Nothin’s | 2:25 | Brenda Lee | 36 All-Time Greatest Hits | Brenda Lee | Album + Compilation | | MCA Special Products | MSD3-37197 |
| 1.12 | Sweet Nothin’s | 2:24 | Brenda Lee | Cruisin’: 26 Driving Classics From the 50’s & 60’s | Various Artists | Album + Compilation | | Crimson | CRIMCD123 |
| 1.2 | Sweet Nothin’s | 2:23 | Brenda Lee | 20th Century Masters: The Millennium Collection: The Best of Brenda Lee | Brenda Lee | Album + Compilation | | MCA Nashville | MCAD-70107 |
| 1.20 | Sweet Nothin's | 2:26 | Brenda Lee | The Best of Brenda Lee | Brenda Lee | Album + Compilation | | Universal International | UICY-1530 |
| 1.13 | Sweet Nothin’s | 2:22 | Brenda Lee | 20th Century Masters: The Millenium Collection: The Best of ’50s Rock ’n’ Roll | Various Artists | Album + Compilation | | Universal Music Canada | |
| 1.10 | Sweet Nothin’s | 2:22 | Brenda Lee | Ljuva 60‐tal 1960–1963 | Various Artists | Album + Compilation | | Sony Music | COL 511198 2 |
| 2.16 | Sweet Nothin’s | 2:22 | Brenda Lee | Leaders of the Pack: The Very Best of the 60’s Girls | Various Artists | Album + Compilation | | Universal Music TV | 9811326 |
| 1.29 | Sweet Nothin's | 2:21 | Brenda Lee | 100 Hits Ob‐La‐Di Ob‐La‐Da | Various Artists | Album + Compilation | | RMG Records | RMG 1341 MP3 |
| 2.4 | Sweet Nothin's | ?:?? | Brenda Lee | Es war einmal... eine Sammlung der schönsten Evergreens | Various Artists | Album + Compilation | | Universal Music Austria | 982613 3 |
| 3.8 | Sweet Nothin’s | 2:24 | Brenda Lee | The Golden Era of Rock ’n’ Roll: 1954–1963 | Various Artists | Album + Compilation | | Hip‐O Records | B0002251-02 |
| 1.2 | Sweet Nothin’s | 2:26 | Brenda Lee | The Definitive Collection | Brenda Lee | Album + Compilation | | MCA Nashville | 473802 |
| 1.18 | Sweet Nothin’s | 2:23 | Brenda Lee | Dreamboats and Petticoats Two | Various Artists | Album + Compilation | | Universal Music TV | 5313760 |
| 1.7 | Sweet Nothin's | 2:23 | Brenda Lee | An Education: Original Motion Picture Soundtrack | Various Artists | Album + Soundtrack | | Decca Records | B0013415-02 |
| 1.7 | Sweet Nothin’s | 2:23 | Brenda Lee | An Education: Original Motion Picture Soundtrack | Various Artists | Album + Soundtrack | | Decca Records | 2708224 |
| 1.7 | Sweet Nothin’s | ?:?? | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Hallmark Music & Entertainment | 710712 |
| 1.1 | Sweet Nothin’s | 2:25 | Brenda Lee | Rocks | Brenda Lee | Album + Compilation | | Bear Family Records | BCD 16686 AR |
| 2.16 | Sweet Nothin’s | 2:25 | Brenda Lee | Highschool Rock of the 50s | Various Artists | Album + Compilation | | Membran Music Ltd. | 233507 |
| 1.19 | Sweet Nothin's | 2:25 | Brenda Lee | Seven Classic Albums Plus Bonus Singles | Brenda Lee | Album + Compilation | | Real Gone | RGMCD038 |
| 1.1 | Sweet Nothin's | 2:24 | Brenda Lee | The Very Best of Brenda Lee | Brenda Lee | Album + Compilation | | One Day Music | DAY2CD199 |
| 2.17 | Sweet Nothin’s | 2:25 | Brenda Lee | The Best of Dreamboats & Petticoats | Various Artists | Album + Compilation | | Universal Music TV | 5355376 |
| 1.7 | Sweet Nothin’s | 2:24 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Rumble Records | RUM2011085 |
| 1.22 | Sweet Nothin’s | 2:22 | Brenda Lee | Die Hit-Giganten: Best of Rock'n'Roll | Various Artists | Album + Compilation | | Sony Music | 88875137252 |
| 1.7 | Sweet Nothin’s | ?:?? | Brenda Lee | Brenda Lee | Brenda Lee | Album | | Oldays Records | ODR6084 |
| 1.1 | Sweet Nothin’s | 2:22 | Brenda Lee | Sweet Nothin’s: The Collection | Brenda Lee | Album + Compilation | | Music Club Deluxe Legends | MCDLXL003 |
| 4.9 | Sweet Nothin’s | 2:22 | Brenda Lee | Dreamboats & Petticoats: 10th Anniversary Collection | Various Artists | Album + Compilation | | Universal Music on Demand | |
| 1.7 | Sweet Nothin’s | 2:25 | Brenda Lee | Brenda Lee | Brenda Lee | Album | | MCA Nashville | |
| 1.4 | Sweet Nothin’s (single version) | 2:24 | Brenda Lee | Priscilla: Original Motion Picture Soundtrack | Various Artists | Album + Soundtrack | | ABKCO Music & Records, Inc. | |
| 1.7 | Sweet Nothin’s | 2:26 | Brenda Lee | Golden Hit Collection, Vol. 5: 1960 | Various Artists | Album + Compilation | | Euro Trend | 152.117 |
| 1.1 | Sweet Nothin’s | 2:25 | Brenda Lee | The Very Best of Brenda Lee, Volume 1 | Brenda Lee | Album + Compilation | | MCA Records | DMCL 1713 |