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How to properly interpret p-value?

Understanding p-value, hypothesis testing and significance level with the experiment “lady tasting tea”.

How to interpret a boxplot

If you are in academia or work with data analysis, you have probably encountered a somewhat peculiar-looking plot such as the above (based on the research article of Schenk & Steppan (2014)).