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Snowflake for Developers/Guides/Discovering the Social Graph of your Customers using RelationalAI
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Discovering the Social Graph of your Customers using RelationalAI

RelationalAI Staff
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Overview

This solution architecture shows how to build a social graph of your customers for community detection using RelationalAI and Snowflake.

  • Load Point-of-Sales data of all the food truck
  • Install RelationalAI Native app from Snowflake Marketplace
  • Run community detection algorithms on the Point-of-sales data

Solution Architecture: Community Detection using Relational AI and Snowflake

Architecture Diagram
  • In this use-case, we build a harmonized view of the Point-of-sales data from TastyBytes food truck company.
  • Install RelationalAI native app from Snowflake marketplace to create customer-to-customer relationships
  • Create a community graph and run the Louvain graph algorithm to discover communities inside the graph
  • Visualize the graph to understand the shape of the graph

Get Started

Updated Apr 28, 2026

This content is provided as is, and is not maintained on an ongoing basis. It may be out of date with current Snowflake instances