the.com/skew

When data leans so hard it needs a wall to stand up straight.

means To make something slant, veer off straight, or distort a result in one particular direction.

from From Old French 'eschuer/eskiuer,' meaning to escape or avoid, which traces back to Germanic roots related to 'shy' — the idea of dodging sideways rather than facing something head-on. Over time 'skew' settled into English as a word for slanting or oblique movement, long before statisticians borrowed it to describe lopsided distributions.

direction
right skew means the tail points right
mean vs median
mean gets dragged toward the tail, median doesn't
common cause
outliers or naturally bounded data
misread risk
average income lies when skew is ignored
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