Web Reference: Jul 11, 2025 · For example, if you have a list a = [1, 2, 3, 4, 5], shuffling it might result in [3, 1, 5, 2, 4]. Let’s explore the most efficient and commonly used methods to shuffle a list in Python. Aug 28, 2017 · When dealing with regular Python lists, random.shuffle() will do the job just as the previous answers show. But when it come to ndarray (numpy.array), random.shuffle seems to break the original ndarray. Definition and Usage The shuffle() method takes a sequence, like a list, and reorganize the order of the items. Note: This method changes the original list, it does not return a new list.
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