MisleadingCharts
All techniques

Axis crimes

The inverted axis

Up is down. Less is more.

a.k.a. flipped y-axis

Flip the y-axis so larger values plot lower, and every trend reads backwards. Famously used to make a rise in gun deaths look like a decline — at a glance the chart says the exact opposite of its own numbers.

How to spot it

  • Axis values decrease as you move up the chart.
  • The shape says “good news” while the labelled numbers say otherwise.

The honest version

Up means more. Any aesthetic a designer wants is achievable without flipping the scale.

In the gallery

No exhibits charged with this — yet.

The wall is still being hung. When a chart pulls this trick, it'll be exhibited here.

Browse the gallery