Learning Constellations Lab
A fictional dashboard and synthetic data workflow for exploring participation signals across invented learning communities.
Highlights
- Links synthetic data quality checks to the same interface used for exploration.
- Demonstrates comparison views across invented communities and time periods.
Context
This fictional lab scenario needed to inspect generated learning signals while also showing where each synthetic observation came from.
Design response
The demo interface follows a traceable path from overview to imaginary community, simulated time period, and generated source record. Data quality states appear alongside the analytical views.
Reflection
The fictional case study illustrates one principle: provenance is part of interaction design, even when every record is synthetic.