[Solved] Identify the error in this code snippet:import numpy as np arr = np.array([1, 0, 1]) bool_arr = arr.astype(Boolean) | NumPy

NumPy - Array Data Types

Identify the error in this code snippet:

import numpy as np
arr = np.array([1, 0, 1])
bool_arr = arr.astype(Boolean)

AMissing parentheses in astype()

Barr should be a list, not array

C'Boolean' is not a valid dtype in numpy

Dastype() cannot convert integers

Step-by-Step Solution

Solution:

Step 1: Check dtype argument in astype()
Valid dtype for boolean is 'bool' or np.bool_, not 'Boolean'.
Step 2: Identify error cause
Using 'Boolean' causes a TypeError because numpy does not recognize it.
Final Answer:
'Boolean' is not a valid dtype in numpy -> Option C
Quick Check:
Correct dtype = bool, not 'Boolean' [OK]

Quick Trick: Use 'bool' dtype, not 'Boolean' in astype() [OK]

Common Mistakes:

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