Box plots, also known as box-and-whisker plots, are statistical graphics used to represent the distribution of a dataset. They provide a visual summary of key data characteristics, such as the median, quartiles, and potential outliers. In the context of catalysis, box plots can be invaluable for comparing the performance of different catalysts, reaction conditions, or experimental replicates.