Data analysis on a platform using Python involves extracting insights and patterns from data using libraries such as Pandas, NumPy ,Matplotlib, and Seaborn. These tools allow users to manipulate, clean, and statistically analyze data, as well as visualize the results through clear and informative graphs. Python provides an efficient and accessible way to perform data analysis, enabling informed decision-making based on available data.