Which of the following Python libraries is primarily used to define and…

2026

Which of the following Python libraries is primarily used to define and manipulate the ndarray object?

  1. A.

    numpy

  2. B.

    pandas

  3. C.

    plotly

  4. D.

    matplotlib

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Correct answer: A

The correct answer is Option A (numpy).
The NumPy library is primarily used to define and manipulate ndarray (N-dimensional array) objects in Python. It provides efficient storage, fast operations, and mathematical functions for handling large numerical datasets.
Other libraries like pandas, matplotlib, and plotly are built on top of NumPy or use it internally, but ndarray is specifically a core feature of NumPy.

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