Data-driven stories on the forces shaping modern life.
We build interactive explainers that turn complex systems — attention markets, geopolitics, energy shocks — into something you can actually poke at.
Current projects
Three standalone sites, each a deep dive into a single question.
The Attention Tax Calculator
You lose 23 days a year to ads. Calculate your true attention cost — in time, money, and mental bandwidth — with an interactive model of how modern ad economies extract from you.
Iran's 10-Point Peace Plan
An interactive breakdown of Iran's 10-point peace proposal, the 40-day war's human cost, and the fragile ceasefire happening right now. Every demand, every trade-off, mapped.
Oil Shortages Countdown
A live countdown to the late-April oil shortage risk window, sliced by country — fuel prices, household gas pressure, and the latest headlines in one dashboard.
About Covalent ML
Covalent ML is a small studio building interactive, data-driven explainers. We pull together public data, original reporting, and custom visualizations to make complicated systems legible.
Every project is a standalone site with its own aesthetic and its own argument — but they share a bias: show the numbers, let the reader explore, and don't waste their attention.