What Kind of Data Do You Actually Need for Regression Analysis? Not all data works for regression. You need numerical, continuous variables — think sales figures, survey scores, or pricing data. Your dependent variable must be measurable, and independent variables should have a logical relationship to it. Clean, consistent, and adequately sized datasets matter more than volume. Garbage in, garbage out — always. https://nitiglobal.co/