A list of Town players who scored a hat-trick on their debut in the specified competitions. Use the drop-down lists to change the competitions, and whether or not substitute appearances are included - changing the venue can display the players' home or away debuts.

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 NO. PLAYER
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DEBUT
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 7 Sam PARKIN Swindon Town 3 - 1 Barnsley
Nationwide League Division Two
Saturday, August 10, 2002
 6 Alan MAYES Rotherham United 1 - 3 Swindon Town
Football League Division Three
Saturday, February 24, 1979
 5 Maurice OWEN Swindon Town 5 - 0 Watford
Football League Division Three (South)
Saturday, January 11, 1947
 4 Harry MORRIS Swindon Town 5 - 1 Southend United
Football League Division Three (South)
Saturday, August 28, 1926
 3 Dave ROGERS Swindon Town 5 - 0 Portsmouth
Southern League Division One
Saturday, April 4, 1914
 2 Freddy WHEATCROFT Swindon Town 8 - 0 Longfleet St. Mary's
FA Cup Fourth Qualifying Round (Division X)
Saturday, November 12, 1904
 1 Alec BOGGIE Ilford 0 - 10 Swindon Town
Southern League Division One
Saturday, March 14, 1896