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CBSE Class 12 Informatics Practices Question 83 of 167

Python Pandas — I — Question 8

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Question

Question 8

There is no difference between a NumPy array and a Series object.

Answer

False

Reason — NumPy arrays can perform vectorized operations on two arrays only if their shapes match, while Series objects can perform vectorized operations on two Series objects even if their shapes differ, using NaN for non-matching indexes. Additionally, Series objects consume more memory compared to NumPy arrays. Hence, NumPy array and Series object are different.