The principles that guide responsible data collection, use, and sharing — including fairness, transparency, accountability, and privacy.
Data ethics goes beyond legal compliance to ask what is right. Key principles include fairness (avoiding bias), transparency (being open about data practices), accountability (having clear responsibility), privacy (respecting individuals' rights), purpose limitation (using data only as intended), and minimization (collecting only what is needed).