Results of sampling bias analysis, which estimates the effects of the main drivers for collection sampling (collecting near rivers, city areas, airports or roads). At the study scale of 0.25 degrees, "sampbias" found a major relevance of rivers and a moderate relevance of cities in delimiting the collection bias of wild cacao species. Sampling bias analysis was conducted using the package "sampbias" v. 1.0.5 in R Environment (Zizka et al. 2020).