Assessment and Prediction
                                                        
                                                                                                            
                                                            Groundwater Quality
                                                        
                                                                                                            
                                                            Human Health
                                                        
                                                                                                            
                                                            Water Quality Index
                                                        
                                                                                                            
                                                            Artificial Neural Network Model.
                                                        
                                                                                                                                                                                         
                                                                        
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                                        The present article delves into the examination of groundwater quality, based on WQI, for drinking purposes in Baghdad City. Further, for carrying out the investigation, the data was collected from the Ministry of Water Resources of Baghdad, which represents water samples drawn from 114 wells in Al-Karkh and Al-Rusafa sides of Baghdad city. With the aim of further determining WQI, four water parameters such as (i) pH, (ii) Chloride (Cl), (iii) Sulfate (SO4), and (iv) Total dissolved solids (TDS), were taken into consideration. According to the computed WQI, the distribution of the groundwater samples, with respect to their quality classes such as excellent, good, poor, very poor and unfit for human drinking purpose, was found to be 
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