[mejutoco]

A good example of what you are warning against is Anscombe’s quartet

https://en.wikipedia.org/wiki/Anscombe's_quartet

[santiagobasulto]

Histograms and Boxplots (and IQRs) don't lie tho...

[mrbungie]

Boxplots don't lie, but they can mislead as any summary statistic, data viz or model can. https://blog.bioturing.com/wp-content/uploads/2018/11/BoxVio...

Misleading histograms depend totally on the bin-width tho.