Box Plot Generator
Renders a box-and-whisker plot for each numeric column, showing the five-number summary (minimum, first quartile, median, third quartile, maximum) and flagging outliers — any value more than 1.5×IQR (interquartile range) beyond the box — using the standard convention from exploratory data analysis.
Box plots are especially useful for quickly comparing the spread and skew of multiple columns side by side, which is harder to do at a glance with a full histogram per column.