Factor analysis of the various parameters in monsoon-component matrix

Component

1

2

3

4

Mg

0.96

−0.218

−0.159

Na

0.947

0.215

−0.286

Ca

0.902

−0.177

−0.159

−0.359

Si

0.887

0.456

Cr

0.881

−0.116

0.399

0.226

Fe

0.869

−0.323

0.373

Pb

0.859

−0.329

0.315

−0.233

Al

0.856

−0.136

0.309

0.391

SO42-

0.832

0.301

−0.168

−0.435

TDS

0.298

−0.95

K

0.273

0.79

0.471

0.283

Cl

−0.155

0.741

0.572

−0.316

Hardness

−0.155

0.741

0.572

−0.316

EC

−0.184

−0.7

0.688

Alkalinity

−0.127

−0.669

0.724

0.106

pH

0.3

0.428

0.852

% of variance

46.957

23.815

17.829

11.399