The dataset for the article Reducing Risk by Enhancing Data Quality through Machine Learning Models in Non-Life Insurance The dataset for the article "Advanced risk modeling in MTPL insurance" is the property of the insurance company and can be provided upon request. Contact Peter Schmidt, PhD.