This paper explores the relationship between data ethics and legal compliance, some existing data ethics frameworks and ethical considerations in data collection, sharing and use. After this exploration – and considering the challenge of agreeing practical data ethics frameworks for sectors, societies or globally that it highlights – we offer an approach, the Data Ethics Canvas, for organisations to identify and manage data ethics considerations.