Box plots visualise data spread with median, quartiles and outliers at a glance. They compare distributions, spotlight variation and shifts, and support Six Sigma capability studies, monitoring, and exploratory analysis. Choose your expertise level to adjust how many. A box plot (aka box and whisker plot) uses boxes and lines to depict the distributions of one or more groups of numeric data. Lines extend from each box to capture the range of the remaining. In the ever-evolving world of data analysis, understanding Data Distribution Techniques are the key to unlocking deeper insights and driving better decision-making. Suppose you're an aspiring data analyst or simply someone looking to sharpen your skills. Platykurtic or negative kurtosis means the opposite, few extreme values, resulting in a broad peak.