How do I compare lists in Python using NumPy?

When working with lists or arrays in Python, NumPy provides an efficient way to compare them. Leveraging NumPy's array functionalities allows for performing element-wise comparisons and obtaining results quickly. Below is an example of how to compare two lists using NumPy.


        import numpy as np

        # Define two lists
        list1 = [1, 2, 3, 4, 5]
        list2 = [1, 2, 0, 4, 5]

        # Convert lists to NumPy arrays
        array1 = np.array(list1)
        array2 = np.array(list2)

        # Compare the arrays
        comparison_result = array1 == array2

        # Print the result
        print(comparison_result)