The Box Plot Data Calculator calculates the five-number summary of a dataset, including the minimum, first quartile, median, third quartile, and maximum values, along with identifying potential outliers. It helps in constructing box plots that visually represent data distribution, central tendency, and variability, providing insight into how data values are spread or skewed across a range.