Abstract Popularity prediction has been studied in diverse online contexts with demonstrable practical. sociological and technical benefit. Here. we add to the popularity prediction literature by studying the popularity of recipes on two large and well visited online recipe portals (Allrecipes. https://www.macorners.shop/product-category/memorial-bench-keepsake/