vivccc / GDS_Retail_Demo

This repo contains the data and queries from the Neo4j Connections:GDS demonstration of using the graph data science library with a retail dataset.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Graph Data Science Retail Demo

April 28, 2020

This repo contains the data, load scripts, and queries that were demonstrated during the Connections: Graph Data Science presentation “What is Graph Data Science, and Neo4j’s GDS Library” presentation.

To replicate the demo, create an empty Neo4j 4.0 database and install the 1.2 release of the Graph Data Science library. Copy the .csv files from the /data folder into your plugins directory, and execute the queries in load_data.cypher.

Each of the other folders (Customer Segmentation, Item Similarity, Item Centrality, and Exploratory Queries) contains the procedure calls and queries demonstrated during the presentation.

Note: You may need to change the Community IDs specified in the Item Similarity, Ite, Centrality, and Exploratory Queries to match the community IDs in your database. They are assigned based on seeds pulled from your internal node IDs, so they may be different in your database.

About

This repo contains the data and queries from the Neo4j Connections:GDS demonstration of using the graph data science library with a retail dataset.