[Solved] Identify the error in this code:import numpy as np arr = np.array([1, 2, 3]) result = arr >= 2 print(result[3]) | NumPy

NumPy - Array Operations

Identify the error in this code:

import numpy as np
arr = np.array([1, 2, 3])
result = arr >= 2
print(result[3])

ASyntaxError due to wrong comparison operator

BIndexError because index 3 is out of bounds

CTypeError because result is not subscriptable

DNo error, prints True or False

Step-by-Step Solution

Solution:

Step 1: Check array length and indexing
arr has length 3, so result also has length 3 with indices 0,1,2.
Step 2: Accessing index 3 causes error
Accessing result[3] is out of bounds, causing IndexError.
Final Answer:
IndexError because index 3 is out of bounds -> Option B
Quick Check:
Array index must be within bounds [OK]

Quick Trick: Array indices start at 0 and max is length-1 [OK]

Common Mistakes:

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