Education staff bring invaluable experience and expertise to every student they support — and nothing replaces that. We partner with educators to add one more lens: the same data, seen from different points of view, where small insights can lead to earlier, more meaningful intervention.
Drag through the semester. The snapshot view is how most schools read data — a number checked against a threshold. The trajectory view is what this curriculum teaches. Watch which one speaks up first.
Chronic-absence flag fires below 85%. Until then, this view has nothing to say.
This is the exact analysis you'll build in Module 02: Delta Analysis 101 →
Three patterns engineered into the synthetic district — because they're the patterns hiding in real ones. Each is a full module: you'll find it yourself, in Python, from raw records.
The philosophy, the curriculum, the deliverables, and the ways we can work together — pick your door.