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DATA VISUALISATION & PLATFORM ENGINEERING

From Excel Cells to Real-Time Market Intelligence: The Evolution of the Heatmap

A heatmap is just colour on a grid. But the journey from conditional formatting in a spreadsheet to real-time financial market visualisation reveals everything about how we learned to see data differently.

9 min readSep 2, 2026

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There is a moment most developers remember from their early career when they first encountered a heatmap that actually meant something.

Not the Excel conditional formatting exercise from a tutorial. Not the gradient background on a website analytics page that nobody looked at. The first heatmap where the colour told you something urgent — where a square went red and you understood immediately, without reading a number, that something needed attention.

That moment of instant comprehension is what heatmaps are designed to produce. And getting from the first attempts to the version that produces it reliably is a longer journey than it looks.

What a Heatmap Actually Is

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Writing about life lessons,platform engineering, architecture, and the systems behind how modern software teams build, operate, and make decisions.