Data has the potential to drive innovation when made openly available. Open data can fuel new applications and services that improve lives by addressing societal challenges in areas like healthcare, education and transportation. However, there are also privacy and fairness concerns to consider to ensure open data initiatives respect civil rights and do not disproportionately impact vulnerable groups.