For data scientists, np.where simplifies the process of categorizing, filtering, or modifying arrays. It is frequently used in preprocessing tasks such as labeling, filling missing values, or applying thresholds. Its efficiency and simplicity make it one of the most trusted functions in NumPy. https://docs.vultr.com/python/third-party/numpy/where