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Could it have been one of these?

• Automatic Fats,
• Billy "Fats" Hagen,
• Cleveland Fats,
• Fats & Bathgate,
• Fats Domino,
• Fats Fitzgerald,
• Fats Fitzgerald & the Playboys,
• Fats Gaines,
• Fats Heard,
• Fats Navarro Quintet,
• Fats Noel,
• Fats Palmer,
• Fats Pichon,
• Fatso Jetson,
• Fatso-Fasano,
• Fatsoe 1,
• Happy Fats,
• Harmonica Fats,
• Harvey "Harmonica Fats" Blackston,
• Jermon "Fats" Tomlin,
• Jersey Fats,
• Leroy "Happy Fats" LeBlanc,
• Minnesota Fats,
• Nashville Fats,
• Tuba Fats' Chosen Few Brass Band,
• Will "Baby Fats" Waller,
• fats kofi