Josh Gerson

Josh

Gerson

LinkedIn

Product Leader

Bipartite Network Graph

Artists
Customers

This interactive visualization represents a bipartite network I led as Product Manager to analyze relationships between two distinct groups: artists and customers.

We used these networks in production to identify fraud patterns by analyzing unusual connection behaviors, including:

• Detecting coordinated fake accounts
• Identifying streaming manipulation
• Uncovering suspicious transaction patterns
• Revealing hidden relationships in data

Drag any node to explore the network connections.