Web Reference: Jul 23, 2025 · Understanding the differences between violinplot() and boxplot() is key to choosing the right tool for your data visualization needs. In this article, we will explore the unique features of each plot type, their advantages, how they compare to one another, and when to use one over the other. A violin plot plays a similar role as a box-and-whisker plot. It shows the distribution of data points after grouping by one (or more) variables. Unlike a box plot, each violin is drawn using a kernel density estimate of the underlying distribution. See the tutorial for more information. Densities are frequently accompanied by an overlaid chart type, such as box plot, to provide additional information. The example violin plot above depicts the results of a fictional experiment with one control group and two experimental conditions.
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