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8 February 2012, 15:04 | Updated: 8 February 2012, 15:26
The 'Take Care' rapper has scored four nominations while 17 year-old Justin is up for two awards.
Drake and Justin Bieber have both been nominated in several categories for the Juno Awards 2012.
The two artists scored multiple nominations for this year's annual ceremony, which celebrates the artistic achievements of Canadian musicians.
Drake has been nominated for both Album of the Year and Rap Recording of the Year for his sophomore release 'Take Care'.
The 'Miss Me' rapper is also up for a Fan Choice Award as well as vying for Artist of the Year in a category including Feist, Michael Buble and Deadmau5.
Justin Bieber's festive-themed album 'Under The Mistletoe' has also landed a nod in the Album of the Year category while the 'Baby' singer is also up for the Fan Choice Award.
The news comes ahead of Drake's scheduled return to the UK to embark on his first arena tour starting on 26th March with a concert at London's O2 Arena.
The Juno Awards 2012 is due to take place on 1st April.