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Sit down
Standard Invitation
Used when inviting someone to be seated. It's polite and commonly seen in social and professional settings. 
Casual Direction
Informally, it tells someone to relax or be at ease in a friendly environment. 
In Transit
Used in transportation to indicate that a traveler should take a seat after boarding. 