Analyze This! is a new Twin Cities group for data science practitioners and enthusiasts to collaborate on practical, real world problems. Each quarter, a business or organization presents a specific issue that requires data science expertise. Teams compete for the rest of the quarter to build the best data story to answer that problem, and discuss their work in monthly meetings. We also host educational workshops and talks from regional data science luminaries.