Python is preferred by researchers due to its ease of use, extensive libraries, and active community support. Libraries such as NumPy and Pandas are essential for data manipulation, while SciPy aids in scientific computing. Additionally, Python integrates seamlessly with machine learning libraries like TensorFlow and scikit-learn, which are crucial for predictive modeling in cancer research.