What will be the output of this code?

medium📝 Predict Output Q5 of 15

NumPy - Array Operations

import numpy as np
arr = np.array([1, 2, 3, 4])
print(arr == 3)

A[True False False False]

B[False False True False]

C[False True False False]

D[False False False True]

Step-by-Step Solution

Solution:

Step 1: Compare each element with 3
Only the third element (index 2) equals 3, so True at that position.
Step 2: Create boolean array
Result is [False, False, True, False].
Final Answer:
[False False True False] -> Option B
Quick Check:
Equality check = boolean array [OK]

Quick Trick: Equality check returns boolean array [OK]

Common Mistakes:

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