Data scientists and engineers can use the icons in their presentations to help their audience understand ways and steps to perform data cleaning. You can also leverage these icons to visually emphasize the importance of data cleaning techniques, processes, and tools in data analysis. These icons will act as a perfect visual aid and complement the text representing the differences between data cleaning and data transformation approaches.