Defining the problem is the most important step in data analysis. A clear problem definition helps researchers, postgraduate students, and analysts avoid wasted effort, refine their focus, and ensure their findings address real issues. Learn how to distinguish perceived vs real problems, broad vs specific problems, and why revisiting the problem throughout your analysis leads to better results.