CartoGraphy
Instacart · 3M orders · FP-Growth + RFM

Market Basket Analysis
mapped end-to-end.

cartography mines association rules from millions of grocery transactions, maps product co-purchases as an interactive network, and segments customers by purchase behavior — all pre-computed, instantly queryable.

Orders

3.2M

32.4M line items

Products

50k

unique SKUs

Rules

4k

association rules

Customers

206k

9 segments

Product network preview

Top rules by lift · 94 nodes · 239 edges

Full graph

Explore the suite

Built with Next.js 15, FastAPI, mlxtend · Instacart dataset · case study