viz.aptlabs.shop

AptLabs Viz

Interactive dashboards built on real, messy data. Made for learning, teaching, and asking better questions.

โ˜•

CQI Arabica Quality Dashboard

207 graded coffee lots from 22 countries. Cup scores by origin, altitude, processing method, and month.

โ— LiveCohort 5Chart.js
๐Ÿซ

Chocolate Bar Ratings

Benchmarking Philippine cacao against global fine-flavor origins.

Coming soon
๐Ÿ›๏ธ

Customer Shopping Trends

Discount psychology and brand premium spending.

Coming soon