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Click on the Gear icon, top right 
Select “View All Outlook settings”
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Under Settings: Select Mail
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Under Layouts: Select Junk email
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BLOCK: To block emails under "Blocked senders and domains" Select + Add enter email address you wish to block
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Click: Save