We’ve all done it. You’ve got a column of numbers, someone asks for a quick summary, and you reach for the arithmetic mean. It’s the default move—add everything up, divide by the count, and call it a day. But here’s…
The Hidden Danger of Averaging Data That Should Never Be Averaged
Numbers have a way of seducing us. They promise clarity, precision, a neat path through the mess. But there’s a quiet, stubborn error that slips into reports, dashboards, and news headlines more often than anyone wants to admit: averaging data…
Why Housing Market Data Varies Wildly by Region
National housing statistics have a way of sounding like they were written for a country that doesn’t actually exist. A headline says home prices rose 5% nationwide, and somewhere in Ohio a buyer nods along while a seller in Boise…
How to Read a Federal Budget Proposal Without Getting Lost
Jerome Leland here. If you’ve ever opened a federal budget proposal, you know the feeling—staring at thick volumes, tables that sprawl across pages, sentences that seem built to conceal rather than explain. It’s not a single number or a tidy…
Why Data Journalists Need Better Design Standards
Data journalism occupies a tense intersection. On one side, reporters hunt down and analyze complex information. On the other, they have to present it to readers already drowning in numbers. In a lot of newsrooms, design gets treated like an…
The Problem With Truncated Y-Axes in Political Charts
Political charts are inescapable. They flash across cable news segments, fill social media feeds, stuff campaign mailers, and prop up arguments in congressional hearings. The promise is simple: take a messy dataset—unemployment figures, deficit projections, polling swings, GDP growth—and make…
Why Data Journalism Needs a Shared Visual Grammar
Data journalism has grown up. Charts and maps are no longer decorative flourishes tucked beside the text; they carry the argument, sometimes the entire story. But while most newsrooms enforce strict editorial standards on every sentence that goes to print,…
How to Present Data That Contradicts Popular Narratives
Numbers don’t bend. They sit still while stories race past them. I’ve spent years watching that mismatch play out in newsrooms, research briefings, and policy arguments. A well-packaged narrative can dominate headlines for months, even when the underlying data points…
Presenting Data That Defies a Popular Narrative Without Losing the Room
Drop a dataset into a conversation where it collides with something everyone “knows,” and you can watch the defenses go up. People lean away. They reach for their phones. The reflex is to soften the blow, hedge every sentence, or…
Framing the Inconvenient: How to Present Data That Contradicts Popular Narratives
Data doesn’t care about consensus. When a dataset refuses to align with the prevailing story—whether on crime rates, economic mobility, or public health—the presenter inherits a delicate task. The aim isn’t to bludgeon an audience with contrarian facts. The aim…