The np.where function is a clean and effective way to filter arrays in NumPy. It removes the complexity of loops, allowing developers to apply conditional logic across entire datasets. From finding elements that meet criteria to creating new filtered arrays, np.where is a staple in data analysis. https://docs.vultr.com/python/third-party/numpy/where