【数据分布可视化】How to visualize distributions – Towards Data Science.pdf


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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


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