Analysis and Visualization of Community and Membership Behavior

Project Description:

We want to understand how our programs and meetings influence membership engagement and sign-ups. This project provides an opportunity to work with real data to uncover insights about our community's behavior and motivations.

• Analyze AMS membership data alongside program and meeting participation
• Identify trends and potential causal relationships
• Investigate time-lag effects between participation and membership behavior
• Use statistical and visualization tools to communicate findings

Impact and Participation:

• Supports strategic planning and outreach at AMS
• Helps AMS learn what drives engagement and growth
• Informs program design and communication strategy