Marcon Laforet Follow A programmer with a passion for all things data science. Dec 24 · 5 min read How to visualize distributions You have munged all the necessary data into a nice clean format, you’ve appropriately performed a snazzy statistical analysis and now it’s time to analyze the results. This is where visualizing your data comes in handy. Informative data visualizations not only reveals novel insights, maybe you were dating someone and didn’t even know it, but they are truly invaluable when it comes time to communicate your ndings to your boss/client. This post will specically look into a visualization task that I’ve faced time and time again. Over the years of analyzing data, I often nd myself wanting to compare and contrast multiple distributions of numeric data. This can be tricky depending on how dierent the distributions are, compounded by the vast number of possible representations methods for distributions (http://www.darkhorseanalytics.com/blog/vis