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Go half and half
Equal Partnership
The phrase indicates a joint venture where each person has equal stake or responsibility. 
Casual Finance
Mostly used in informal financial contexts among friends or colleagues, not in official business dealings. 
Friendship Gesture
Suggesting to 'go half and half' can show fairness and goodwill in a friendship or close relationship. 