This dataset comprises acute ecotoxicity data of 124 insecticides. The data is publicly available and can be retrieved from the EPA ECOTOX database (https://cfpub.epa.gov/ecotox/) It comprises acute toxicity data (D. magna, 48h, Laboratory, 48h) and has been preprocessed (remove non-insecticides, aggregate multiple value, keep only numeric data etc).