Which of the following attributes would you use to get a DataFrame as a numpy array?

Question

Which of the following attributes would you use to get a DataFrame as a numpy array?

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Solution

You would use the .values attribute to get a DataFrame as a numpy array. Here are the steps:

Import the necessary libraries: pandas and numpy.

import pandas as pd
import numpy as np

Create a DataFrame.

df = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})

Use the .values attribute to convert the DataFrame to a numpy array.

array = df.values

Print the array to verify the conversion.

print(array)

This will output:

array([[1, 4],
       [2, 5],
       [3, 6]])

So, the DataFrame has been successfully converted to a numpy array.

This problem has been solved

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