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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 2026-04-28

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 It may be out of date with current Snowflake instances