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Back in the day
Nostalgic Undertone
Implies a fond or wistful memory of earlier times, often with a hint of longing. 
Not Literal
It doesn't specify an exact time. It's a general reference to the past. 
Conversational Use
Most common in informal talks among friends, family, or peers. 