Data for Publication

This dataset offers a comprehensive analysis of the water quality of the River Jhelum, encompassing Water Quality Index (WQI) values that reveal significant spatial variations across different sections of the river. Detailed statistical analyses of water samples from upstream, midstream, and downstream sections are provided, offering insights into the water quality dynamics. The dataset also includes eigenvalues and detailed descriptions of the components extracted from the correlation matrix, facilitating a deeper understanding of the underlying factors influencing water quality. Additionally, a three-dimensional biplot illustrates the relationships between the first three principal components and the highly correlated variables, supported by hierarchical clustering using Ward's Linkage and Euclidean Distance metrics, which further elucidate the complex interactions within the water quality data.