Mechanism design for data sharing: An electricity retail perspective

•Data products can reduce uncertainty in decision-making problems with uncertainty.•Data revenues and costs are defined by uncertainty reduction and privacy exposure.•Electricity-side and data-side transactions are linked with data sharing framework.•The profit allocation mechanism ensures the profitability of electricity retailer.