| 1934 | A Porter's Love Song to a Chambermaid / Do Me a Favor | Fats Waller and His Rhythm | | 1 |
| 1934 | Then I'll Be Tired of You / Have a Little Dream on Me | Fats Waller and His Rhythm | | 2 |
| 1934 | Don't Let It Bother You / Georgia May | Fats Waller and His Rhythm | | 2 |
| 1934 | Serenade for a Wealthy Widow / Let’s Pretend There’s a Moon | Fats Waller and His Rhythm | | 2 |
| 1934 | How Can You Face Me? / Sweetie Pie | Fats Waller and His Rhythm | | 1 |
| 1934 | Dream Man / I'm Growing Fonder of You | Fats Waller and His Rhythm | | 2 |
| 1934 | Believe It, Beloved / If It Isn't Love | Fats Waller and His Rhythm | | 2 |
| 1934 | Honeysuckle Rose / Breakin' the Ice | Fats Waller and His Rhythm | | 3 |
| 1934 | I Wish I Were Twins / Armful O' Sweetness | Fats Waller and His Rhythm | | 1 |
| 1934 | Mandy / You're Not the Only Oyster in the Stew | Fats Waller and His Rhythm | | 4 |
| 1935 | Because of Once Upon a Time / Baby Brown | Fats Waller and His Rhythm | | 1 |
| 1935 | I Believe in Miracles / Night Wind | Fats Waller and His Rhythm | | 1 |
| 1935 | I'm a Hundred Percent for You / You Fit Into the Picture | Fats Waller and His Rhythm | | 4 |
| 1935 | Pardon My Love / What's the Reason (I'm Not Pleasin' You) | Fats Waller and His Rhythm | | 2 |
| 1935 | Whose Honey Are You?/ Rosetta | Fats Waller and His Rhythm | | 1 |
| 1935 | Louisiana Fairy Tale/ Cinders | Fats Waller and His Rhythm | | 1 |
| 1935 | I Ain't Got Nobody / Rosetta | Fats Waller and His Rhythm | | 1 |
| 1935 | Whose Honey Are You? / What's the Reason (I'm Not Pleasin' You) | Fats Waller and His Rhythm | | 1 |
| 1935 | I'm Gonna Sit Right Down and Write Myself a Letter / You've Been Taking Lessons in Love (From Somebody New) | Fats Waller and His Rhythm | | 1 |
| 1935 | Lulu's Back in Town / Sweet and Slow | Fats Waller and His Rhythm | | 3 |
| 1935 | Truckin' / The Girl I Left Behind Me | Fats Waller and His Rhythm | | 1 |
| 1935 | You're So Darn Charming / I'm on a See-Saw | Fats Waller and His Rhythm | | 1 |
| 1935 | Thief in the Night / Got a Bran' New Suit | Fats Waller and His Rhythm | | 1 |
| 1935 | Truckin' / 12th Street Rag | "Fats" Waller & His Rhythm | | 2 |
| 1935 | I've Got My Fingers Crossed / Spreadin' Rhythm Around | Fats Waller and His Rhythm | | 3 |
| 1935 | (Oh Suzanna) Dust Off That Old Pianna / I Ain't Got Nobody | Fats Waller and His Rhythm | | 1 |
| 1935 | 12th Street Rag / Sweet Sue | Fats Waller and His Rhythm | | 3 |
| 1935 | A Little Bit Independent / Sweet Thing | “Fats” Waller and His Rhythm | | 1 |
| 1935 | Baby Brown / I'm a Hundred Percent for You | Fats Waller and His Rhythm | | 1 |
| 1935 | Because of Once Upon a Time / Believe It, Beloved | Fats Waller and His Rhythm | | 1 |
| 1935 | Georgia Rockin' Chair / Brother Seek and Ye Shall Find | Fats Waller and His Rhythm | | 1 |
| 1935 | Hate to Talk About Myself / You're the Cutest One | Fats Waller and His Rhythm | | 1 |
| 1935 | Loafin' Time / Woe! Is Me | Fats Waller and His Rhythm | | 1 |
| 1935 | Let's Pretend There's a Moon / I'm Growing Fonder of You | "Fats" Waller & His Rhythm | | 1 |
| 1935 | My Very Good Friend the Milkman / You're the Picture | Fats Waller & His Rhythm | | 1 |
| 1935 | There's Going to Be the Devil to Pay / Take It Easy | Fats Waller & His Rhythm | | 1 |
| 1935 | What's the Reason / Dust Off That Old Pianna | Fats Waller and His Rhythm | | 1 |
| 1936 | West Wind / Sing an Old Fashioned Song | Fats Waller and His Rhythm | | 1 |
| 1936 | Dinah / When Somebody Thinks You're Wonderful | Fats Waller and His Rhythm | | 5 |
| 1936 | It's a Sin to Tell a Lie / Big Chief de Sota | Fats Waller and His Rhythm | | 2 |
| 1936 | Let's Sing Again / The More I Know You | Fats Waller and His Rhythm | | 1 |
| 1936 | You're Not the Kind / Why Do I Lie to Myself About You? | Fats Waller and His Rhythm | | 1 |
| 1936 | Until the Real Thing Comes Along / I’m Crazy ’Bout My Baby | Fats Waller and His Rhythm | | 1 |
| 1936 | Bye Bye, Baby / There Goes My Attraction | Fats Waller and His Rhythm | | 2 |
| 1936 | Copper Colored Gal / I’m at the Mercy of Love | Fats Waller & His Rhythm | | 2 |
| 1936 | Hallelujah!-Things Look Rosy Now / 'Tain't Good | Fats Waller and His Rhythm | | 4 |
| 1936 | A Thousand Dreams of You / Swingin' Them Jingle Bells | Fats Waller and His Rhythm | | 1 |
| 1936 | A Thousand Dreams of You / Swingin’ Them Jingle Bells | Fats Waller and His Rhythm | | 1 |
| 1936 | Hallelujah! Things Look Rosy Now / ’Tain’t Good (Like a Nickel Made of Wood) | Fats Waller and His Rhythm | | 1 |
| 1936 | A Rhyme for Love / I Adore You | Fats Waller & His Rhythm | | 2 |
| 1936 | All My Life / It's No Fun | Fats Waller and His Rhythm | | 2 |
| 1936 | All My Life / Cabin in the Sky | Fats Waller and His Rhythm | | 1 |
| 1936 | Black Raspberry Jam / Paswonky | Fats Waller and His Rhythm | | 1 |
| 1936 | Baby Brown / Troubled | Fats Waller & His Rhythm / Frankie Trumbauer and His Orchestra | | 1 |
| 1936 | Cross Patch / Cabin in the Sky | Fats Waller & His Rhythm | | 1 |
| 1936 | Dinah / Latch On | Fats Waller and His Rhythm | | 1 |
| 1936 | Floatin’ Down to Cotton Town / S’posin’ | Fats Waller and His Rhythm | | 1 |
| 1936 | Got a Bran' New Suit / A Little Bit Independent | Fats Waller and His Rhythm | | 1 |
| 1936 | I'm Gonna Sit Right Down and Write Myself a Letter / Woe! Is Me | Fats Waller and His Rhythm | | 2 |
| 1936 | It's No Fun / It's a Sin to Tell a Lie | Fats Waller and His Rhythm | | 1 |
| 1936 | I'm Crazy 'Bout My Baby / There Goes My Attraction | Fats Waller and His Rhythm | | 2 |
| 1936 | La-De-De La-De-Da / Lounging at the Waldorf | Fats Waller & His Rhythm | | 1 |
| 1936 | Let's Sing Again / Crosspatch | Fats Waller and His Rhythm | | 1 |
| 1936 | Somebody Stole My Gal / Sugar Blues | Fats Waller and His Rhythm | | 7 |
| 1936 | Sugar Rose / That Never-To-Be-Forgotten Night | Fats Waller and His Rhythm | | 1 |
| 1936 | That Never-To-Be Forgotten Night / Oooh! Look-A There, Ain't She Pretty? | Fats Waller and His Rhythm | | 1 |
| 1936 | The Curse of an Aching Heart / I Just Made Up With That Old Girl of Mine | Fats Waller and His Rhythm | | 1 |
| 1936 | Us on a Bus / Christopher Columbus | Fats Waller and His Rhythm | | 1 |
| 1936 | Why Do I Lie to Myself About You / La-De-De La-De-Da | Fats Waller and His Rhythm | | 2 |
| 1936 | You Stayed Away Too Long / When Somebody Thinks You're Wonderful | Fats Waller and His Rhythm | | 1 |
| 1937 | Please Keep Me in Your Dreams / Nero | Fats Waller & His Rhythm | | 1 |
| 1937 | Who's Afraid of Love? / One in a Million | Fats Waller and His Rhythm | | 2 |
| 1937 | You're Laughing at Me / I Can't Break the Habit of You | Fats Waller and His Rhythm | | 1 |
| 1937 | The Meanest Thing You Ever Did Was Kiss Me / Bach Up to Me | Fats Waller and His Rhythm | | 1 |
| 1937 | When Love Is Young / Did Anyone Ever Tell You | Fats Waller and His Rhythm | | 1 |
| 1937 | Old Plantation / Where Is the Sun? | Fats Waller and His Rhythm | | 2 |
| 1937 | To a Sweet Pretty Thing/ Cryin' Mood | Fats Waller & His Rhythm | | 1 |
| 1937 | You Showed Me the Way / San Anton' | Fats Waller and His Rhythm | | 1 |
| 1937 | I've Got a New Lease on Love / Sweet Heartache | Fats Waller and His Rhythm | | 3 |
| 1937 | Sweet Heartache / I’ve Got a New Lease on Love | Fats Waller and His Rhythm | | 1 |
| 1937 | You Showed Me the Way / San Anton’ | Fats Waller and His Rhythm | | 1 |
| 1937 | Smarty / I’m Gonna Put You in Your Place | Fats Waller and His Rhythm | | 1 |
| 1937 | The Big Apple / Fractious Fingering | Tommy Dorsey & His Clambake Seven / “Fats” Waller and His Rhythm | | 1 |
| 1937 | You're My Dish / More Power to You | Fats Waller and His Rhythm | | 1 |
| 1937 | The Joint Is Jumpin' / A Hopeless Love Affair | Fats Waller and His Rhythm | | 1 |
| 1937 | Neglected / Why Do Hawaiians Sing Aloha | Fats Waller and His Rhythm | | 1 |
