Large occurrence datasets provide a sizable resource for ecological analyses, but have substantial limitations. Phenological analyses in Fric et al. (2020) were misleading due to inadequate curation and improper statistics. Our reanalysis of 22 univoltine species with sufficient data for independent analysis found substantive differences in macroscale phenological patterns.