What You Can Do

When the Number Is Doing the Lying

A number in a headline reads as a measurement, which is the trick. Most of the figures you meet are estimates, floors, projections or counts of something slightly different from what the sentence claims—and none of that requires anyone to be lying. It only requires the number to be lifted out of the conditions that made it meaningful.

We hit this on our own beat constantly, so here is a real case rather than a hypothetical.

Two Right Answers

How much money did the Panama Papers bring back?

The ICIJ, ten years on, puts the figure directly attributable to investigations at about $1.3 billion, and says in the same breath that the real total is higher, because many countries never disclose what they collect. Al Jazeera, covering the same anniversary, reports roughly $2 billion in recovered taxes, penalties and levies across the decade.

Neither is wrong. They count different things: one counts sums a reporter could tie to a specific investigation, the other counts a broader category of recovery over a stated period. The gap between them is not error. It is the difference between two definitions, and it is information—it tells you roughly how much of this is invisible.

What you must not do is split the difference. An average of $1.65 billion is a figure nobody measured, sourced to nobody, and it would look more precise than either of the real ones. Our house rule is that two measurements of the same thing stay two measurements, each with its own source and its own scope, and a story that cannot carry both should carry the one whose scope it actually means.

The Floor Wearing a Total’s Clothes

The ICIJ figure is explicitly incomplete, and says so. That is the most common shape of a misleading number: a floor, honestly published as a floor by people who understand its limits, quoted downstream as a total.

Once you start looking for it, it is everywhere—recovered assets, trafficking victims, unreported cases, deaths in a disaster, anything counted by an institution that only ever sees part of the picture. The tell is in the original wording, which almost always contains “at least”, “known”, “reported”, “identified” or “confirmed”. Those words are load-bearing, and they are the first thing lost in a retelling.

The Missing Denominator

Iceland recovered about $25.5 million through 24 tax investigations after the leak. Against a global total in the billions that is a rounding error. Against a population of about 394,000 it is one of the more effective responses anywhere.

Same number, opposite meanings, and the denominator decided which one you got. When a figure is offered without one, that is usually a choice.

Five Questions That Cost Nothing

1. Who counted, and what did they get out of the count coming out that way?
2. What exactly was counted, in what units, over what period?
3. Is this a total, a floor, or an estimate—and does the original say which?
4. Compared with what? A number with no denominator and no baseline is a shape, not a size.
5. Has it been rounded upward through retelling? Trace it back one hop and see what the first version said.

The last one catches more than the other four together. A figure that arrives with a link is a figure you can put back in its context in about thirty seconds, and a figure that arrives without one has usually lost the sentence that qualified it.