Data offers much to public health. To reap benefits, the sector must understand data collection, interpretation, and potential improvements. Leaders seek disease trends and evidence-based decisions. Frontline workers aim for effective treatments. Community workers focus on public understanding and recommendations. Public health professionals must therefore understand data extraction, gathering, processing, analysis, and decision-making. Critical appraisal is essential for evidence-based decisions.