Increased focus on data-driven decision making requires Extension professionals to excel at data analysis and interpretation. Data parties have become increasingly popular for involving stakeholders in making sense of data. As these parties become more frequently used by Extension professionals, best practices are emerging from lessons learned to improve the process and enhance the outcomes. These practices include designing discussion questions to fit the specific goals of the process, engaging a team of key partners, setting a theme and party environment that appeals to the participants and fits the context, providing appropriate data visualization tools, and using strong facilitation practices.