Python is a preferred language for data analysis due to its powerful libraries such as Pandas, NumPy, and SciPy. These libraries provide efficient tools to handle large datasets, perform statistical analysis, and visualize data. Companies use Python to gain insights from data, which aids in decision-making and strategic planning.