The 'Take Care' rapper won 12 nods in total while both Rihanna and Justin also scored multiple nominations.
Drake And Justin Bieber Nominated For Juno Awards 2012
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'.
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.
The 'Take Care' rapper has debuted another new track following '5AM In Toronto' and 'Started From The Bottom'.
The 'Take Care' star reacts angrily when asked about the R&B star and speaks about his romance with Rihanna.
Watch the highly anticipated promo to the Canadian star's latest release on Capital right now.