4 ways to misinterpret your measurement by Katie Paine.
I mention this primarily because of the great graphic and a fifth way to misinterpret data that Katie doesn’t mention.
The misinterpretations Katie mentions are important and see her post for those.
The graphic, on the other hand, illustrates misinterpretation by not understanding the data.
The use of English, integers, etc., provides no assurances you will “understand” the data.
Not “understanding” the data, you are almost certain to misinterpret it.
I first saw this in a tweet by Kirk Borne.