This study used regression, binomial, and Bayesian models to identify plant orders and families in Kenya that are significantly overused for medicine and food. Key medicinal outliers included Fabales, Sapindales, and Rutaceae, while food outliers included Gentianales and Anacardiaceae. These findings help prioritize taxa for bioprospecting and conservation.