The realm of water quality management demands robust strategies to ensure the provision of clean and safe water resources. In this context, Data Processing and Regression (DPR) emerges as a powerful tool for evaluating water quality and optimizing treatment processes. By leveraging the understanding gleaned from historical water quality data, DPR e