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Be in the same boat
Emotional Unity
Implies shared feelings or empathy among a group facing the same challenges. 
Not Literal
It's metaphorical; no one is actually in a boat. It's about shared circumstances. 
Solidarity
Used to express solidarity or to emphasize that everyone is dealing with the same issue. 