The main advantages of using Python for data analysis include its readability, versatility, and a robust ecosystem of libraries like Pandas, Numpy, and Matplotlib. Python's syntax is straightforward, making it accessible for beginners while being powerful enough for advanced users. Its compatibility with various data formats and strong community support also facilitate data manipulation, statistical analysis, and visualization, enhancing overall productivity in data-driven projects.