Increasingly, governments and citizens in developing countries as well as development agencies are using information technology to improve governance, shape government-citizen relations, and reduce corruption. Despite this, we continue to be at the first phases of understanding how to best use these new data sources in anti-corruption work, as well as appreciating the challenges and limitations inherent in them.