Influential Columns

Influential columns are specific features or variables in a dataset that have a significant impact on the outcome or the results of a statistical model or analysis. Think of them as the key factors that strongly influence the predictions or insights derived from the data. Identifying these columns helps you understand which variables matter most and allows for more accurate, efficient modeling. Essentially, influential columns are the most important pieces of information driving the model’s decisions or conclusions.