Exploring Neo4j for E-commerce: Building a Connected Data Graph

I built a project called Neo4j E-commerce Graph to explore how graph databases work in e-commerce using Neo4j AuraDB.

It models a small online store with Users (customers), Products (items to buy), Orders (purchases), Categories (product groups), and …


This content originally appeared on DEV Community and was authored by Aditya Kumar

I built a project called Neo4j E-commerce Graph to explore how graph databases work in e-commerce using Neo4j AuraDB.

It models a small online store with Users (customers), Products (items to buy), Orders (purchases), Categories (product groups), and Follows (social connections). Everything is connected with PLACED, CONTAINS, IN_CATEGORY, and FOLLOWS, letting me ask questions like which products are bought together, what category a user shops from most, or what they might discover through friends.

Files include data_generation.cypher (sample data), queries.cypher (example queries), and app.py (run queries via Python). Neo4j makes querying relationships super easy—co-purchases, recommendations, friends’ suggestions—all in a few lines of Cypher.

Repo here: 👉https://github.com/adityaa2506/neo4j-ecommerce-graph


This content originally appeared on DEV Community and was authored by Aditya Kumar


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Aditya Kumar | Sciencx (2025-09-20T19:36:27+00:00) Exploring Neo4j for E-commerce: Building a Connected Data Graph. Retrieved from https://www.scien.cx/2025/09/20/exploring-neo4j-for-e-commerce-building-a-connected-data-graph/

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