Smarter data handling means writing concise, effective code, and np.where is ideal for this. It enables quick condition-based operations that improve both readability and speed. From analytics to research workflows, np.where plays a critical role in handling structured numerical data. https://docs.vultr.com/python/third-party/numpy/where