High-dimensional datasets comprise a few rows but a huge total of features. The increased difficulty data scientists have in efficiently gleaning insights from high-dimensional large data is a direct outcome of this trend. Therefore. a K-Means clustering method (KMC) must be implemented to cleanse this data. https://www.chiggate.com/color-charm-050-cooling-violet-supply/