This dataset was extracted on the multilingual dictionary of medicinal plants that lists nearly 1,000 plants identified by their scientific name, scientific synonyms with medicinal indications in about 150 local languages (often linguistic groups) from eight West African countries: Benin, Burkina Faso, Ivory Coast, Guinea, Mali, Niger, Senegal and Togo.