This new era of big data represents significant challenges and opportunities for global development. With support and guidance, the development community can embrace the craft of ‘data science’ to enhance evidence-based decision-making. Yet it is important that humanitarian and development practitioners and policy makers understand that data on its own can’t inform the development agenda without a detailed understanding of its local context.