PurposeThis research aims to classify and describe food festivals and examine the patterns in food festival naming and festival descriptions in online media.Design/methodology/approachThis research represents the first population-level empirical examination of food festivals in the United States using a purpose-built dataset (N = 2,626). Methodology includes text mining to examine food festival communications.FindingsFood festival size varies across local and regional spheres within the country. Food festivals employ geographical (place-, destination-based) associations in their names. Food festivals' descriptions and online communications showcase a welcoming environment predominantly emphasizing family-oriented and live entertainment experiences. Food festivals across the country show common naming patterns based on the elements of longevity, recurrence, location name, brand name, geographic scope, theme, and occasion.Originality/valueThe study makes an original contribution to the theory and practice by identifying festival forms, styles, functions, and their diversity. A population level examination of food festivals does not currently exist. Therefore, this research will serve as a foundation for scholarly work in the future and as a benchmark for evaluating current and future research.