Proofiness: How You're Being Fooled by the Numbers

Exactly this, and then there are people who exploit this in order to skew perceptions as described in "Proofiness: How you're being fooled by the numbers."[1]

[1] https://www.amazon.com/Proofiness-Youre-Being-Fooled-Numbers...

"Proofiness" : https://www.amazon.com/Proofiness-Youre-Being-Fooled-Numbers...

It is also a common tread in books by Tufte : https://www.amazon.com/Visual-Explanations-Quantities-Eviden...