Data analysis and presentation are required when analyzing data to learn about corporate performance, consumer behavior, and other important indicators. This necessitates an understanding of statistical techniques, methods for data visualization, and data analysis software. Careful data analysis and presentation are necessary for making well-informed business decisions.