As at 2009, the following was a list of Latics' players hat trick scorers (nor specifically in the FA Cup).
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The following players have notched up following number of hat-tricks during their playing careers at Oldham Athletic: Eric Gemmell 8; Tommy Davis 5; Bert Lister 5; Roger Palmer 4; David Shaw 3; Bill Walsh 3; Harry Hancock 2; Frank Newton 2; George Taylor 2; Jack Pears 2; Ronald Ferrier 2; Fred Howe 2; Jimmy Frizzell 2; Colin Whittaker 2; Bob Ledger 2; Colin Garwood 2; Vic Halom 2; Rodger Wylde 2; Andy Ritchie 2; Stuart Barlow 2; Jimmy Faye 1; Alf Toward 1; Gilbert Kemp 1; Jim Marshall 1; Arthur Ormston 1; Horace Barnes 1; Albert Pynegar 1; Lawrie Cumming 1; Stewart Littlewood 1; Tommy Reid 1; Matt Gray 1; Ray Haddington 1; Peter McKennan 1; Alf Clarke 1; Kenny Chaytor 1; Tommy Walker 1; Dave Pearson 1; Gerry Duffy 1; Jim Mallon 1; Alan Shackleton 1; Steve Taylor 1; Micky Quinn 1; Mike Cecere 1; Rick Holden 1; Ian Marshall 1; Sean McCarthy 1; Scott Vernon 1; Chris Killen 1; Chris Porter 1; Luke Beckett 1; Lee Hughes 1; Lewis Alessandra 1.
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Now that should stir the memories of our elder statesmen!