Professionally Visualize Data Distributions in Python

Learn seven different methods for visualizing data distributions

Kurt Klingensmith
Towards Data Science
12 min readFeb 18, 2024

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Photo by NEOM on Unsplash.

Exploratory data analysis and data visualization often includes inspecting a dataset’s distribution. Doing so provides important insights into the data, such as identifying the range, outliers or unusual groupings, the data’s central tendency, and skew within the…

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