NumPy offers several selection methods like boolean indexing, fancy indexing, and np.select. But numpy.where stands out for its clarity and performance. This article compares the pros and cons of these approaches, with examples highlighting when to use each. https://docs.vultr.com/python/third-party/numpy/where