narrativeEffort

What narrativeEffort measures

narrativeEffort quantifies the gap between what happened and what the audience believes happened. Where contentEffort measures the work that went into the page — the research, the writing, the original data — narrativeEffort measures the work that went into the retelling. The framing. The angle. The chart orientation. The confidence of the delivery.

The field operates on a simple hypothesis: the audience remembers the story, not the spreadsheet. A chart rotated 180° tells a better story than the same chart at 0°, because the story points upward. The data has not changed. The narrative has. And narrativeEffort is what measures the distance between the two.

The field does not consult the underlying data. Consulting the data would introduce a dependency on accuracy, which would defeat the purpose. The purpose is the story.

The rotation model: why 180° is the sweet spot

The field follows a continuous rotation model. At 0°, the chart shows what happened — narrativeEffort reads zero, because the truth has been told and it is boring. At 45°, the story starts to lean. At 90°, the chart is sideways and unreadable — the score dips, because nobody can believe what they cannot see.

At 180°, the optimum is reached. Every downward trend becomes upward. Every loss becomes a gain. The correlation between what is shown and what happened reaches exactly −1, which the documentation describes as 'a kind of perfection.' The chart shows the precise opposite of reality, and reality has left the building.

Beyond 180°, the rotation enters the uncanny valley. The story becomes too obviously wrong. 'I can see right through this chart,' says the audience, and narrativeEffort collapses like a Jenga tower with the bottom pulled out.

A squashing function is applied — a cousin of the one NavBoost uses for click classification. It weights the rotation by speaker confidence. Eye contact: higher score. Nervous cough: lower score. The data itself is not a variable in the function. Like a projector at 88 mph — fast enough to look impressive, too fast to read.

The three signals: narrativeEffort, opticsScore, rotationConfidence

Three fields feed the score. All documented here with the same format as the real leak fields — same structure, same rigour — because the satire only works if it looks exactly like the thing it satirises. Like a burger shaped like a taco. It's wrong, but you have to recognise it.

narrativeEffort is the primary field: a float between 0.0 and 1.0, calculated retroactively from chart orientation and delivery score. It is not a property of the content. It is a property of the story about the content. Like the sign outside Bob's Burgers: 'Today's Burger: The "It's Not a Decline, It's a Pivot" Burger. Comes with chart.'

opticsScore measures how good it looks from the back row. An integer from 1 to 10, a function of font size, colour contrast, and chart-to-whitespace ratio. A chart unreadable from row 15 scores a 1, regardless of what it says. The hypothesis: what cannot be read cannot be questioned.

rotationConfidence is the psychological anchor. A float from 0.0 to 1.0, measuring the certainty with which the axis was reversed. It is not a property of the chart. It is a property of the person who rotated it. Conviction scores higher than hesitation. 'Rotate with confidence,' the documentation says. 'Hesitate, and the audience is lost.'

Strategic consequence: where we're going, we don't need data

The strategic playbook for narrativeEffort is simple. Invest in chart orientation, not in data. Choose your angle before you choose your metrics. Deliver with the confidence of someone who has seen the numbers, even if you have not seen the numbers. The audience will remember the story. They will not remember the spreadsheet. Like a burger with no patty — looks right from the outside, but bite into it and you'll be disappointed.

1.21 gigawatts of story. 0 watts of data. Where we're going, we don't need data. The protection against narrativeEffort is not better storytelling. It is better data. Because the story only holds if nobody checks. The moment someone rotates the chart back to 0°, the narrative collapses and the decline becomes visible. When the chart comes back to 0° — and it will come back — the data will be the only thing left standing.