Andy Robertson's 36 appearances for Liverpool made the amateur outfit the most represented Scottish side in terms of minutes played by an academy graduate.
Queen's Park were one of only seven Scottish academies represented in the English top flight during the 2018/2019 campaign.
The Scotland captain, who was released by Celtic in 2009, played 3,423 minutes for the Champions League winners in the league.
He was closely followed by his national team colleague and former Aberdeen starlet Ryan Fraser who amassed more than 3,404 minutes for Bournemouth.
Hamilton were the best represented with two players in James McArthur and James McCarthy.
The other clubs to produce a Premier League player were Dundee, Dundee United, Hearts and Livingston.
The full list of players who graduated from a Scottish side's academy to have played in the Premier League last season:
Andy Robertson (Queen's Park) - 3,423 for Liverpool
Ryan Fraser (Aberdeen) - 3,404 for Bournemouth
James McArthur (Hamilton) - 3,247 for Crystal Palace
Robert Snodgrass (Livingston) - 2,377 for West Ham United
Callum Paterson (Heart of Midlothian) - 2,161 for Cardiff City
Stuart Armstrong (Dundee United) - 1,541 for Southampton
Kevin McDonald (Dundee) - 902 for Fulham
James McCarthy (Hamilton) - 19 for Everton.