Explore housing data: describe() shows price mean 500k, max 5M (skewed); histogram reveals right skew; correlation heatmap shows area-price 0.8; boxplot flags 5M outliers; scatter area vs price is linear. EDA suggests log-transform price and investigate outliers before any model.