A box plot, also known as a box-and-whisker plot, visually summarizes data distribution by displaying the median, quartiles, and potential outliers. It provides insights into data variability, central tendency, and skewness, helping analysts quickly assess data spread and identify anomalies within AI infrastructure datasets.