When working with large datasets, filtering values is essential. np.where enables quick and smart filtering by applying conditions directly on arrays. This helps data analysts and machine learning engineers refine their datasets, making it easier to highlight key insights and improve model accuracy. https://docs.vultr.com/python/third-party/numpy/where