Python's popularity is attributed to its strong library support for data science and machine learning, with notable libraries like NumPy and TensorFlow. It is extensively used for automation and web development due to its ease of use and robust frameworks. The language's ability to handle large amounts of data and support various applications, such as chatbots and virtual assistants, further enhances its demand.