The Daily Split

ONE DESIGN · TWO WAYS

THE DAILY SPLIT / 01 OF 03 / JULY 23, 2026

The lying chart

Nothing in either chart is factually false. The numbers are the same, the labels are the same, and one of them will make you believe something the data does not say.

ROUND OF JUL 23, 2026ROUND 01

Same three numbers, two bar charts. Which one is lying?

DESIGN A

Y-axis starts at 0. The bars look about as different as the numbers actually are — barely.

DESIGN B

Y-axis starts at 96. A 2% gap now looks like one bar towers over the others.

THE VERDICT
B is lying
THE LAW
Truncated-axis distortion — Tufte's "lie factor." A bar's length is its claim, so a bar chart only tells the truth when the axis starts at zero.
THE HONEST FIX
Bar charts start at zero. If a real difference is genuinely too small to see, switch to a dot or line chart — where position, not length, carries the meaning — and label the range.
CALL IT → THEN SEE THE RECEIPT

A bar says its whole length. That’s the deal the reader signs when they look at one — length is value. So the moment you cut the axis off at 96 instead of 0, you’ve broken the deal: a 2% difference stretches into a bar that looks three times taller than its neighbour. The numbers didn’t change; the drawing lied about them. Tufte gave the measurement a name — the lie factor, the ratio of the effect shown to the effect in the data. Chart B’s is enormous.

The honest catch, so this is a receipt and not a rule chanted from memory: truncated axes aren’t always a crime. A line chart of already-large values (a stock at $412–$418 all week) can start above zero, because a line encodes position, not length, and a flat line honestly reads as “not much happened.” The sin is specific to bars, whose length is the entire message.

So: bar charts start at zero. If the real difference is too small to see that way, that’s information — show it with a dot plot and label the range, don’t stretch it into a lie.