This scene in Spinal Tap captures something fundamental about data scales and labeling, but what is it?
The buyer wants to know if the amp with knobs scaled from 0-11 is louder than those with settings from 0-10.
I’m not sure if the more important message is:
1) In the face of numeric data people still believe what they want
OR
2) If you translate units of measure, re-index values or change scales you can intentionally or unintentionally confuse your users.

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