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The dataset and MATLAB codes utilized for GQI prediction in the paper "Groundwater Quality Index Prediction and Aquifer Failure Risk Analysis Using Metaheuristic-Tuned Artificial Neural Networks" accepted in the Journal of Scientific Reports.