[Solved] Find the mistake in this code snippet:from scipy.special import erf import numpy as np x = np.array([1, 2, '3']) result = erf(x) | SciPy

SciPy - Constants and Special Functions

Find the mistake in this code snippet:

from scipy.special import erf
import numpy as np
x = np.array([1, 2, '3'])
result = erf(x)

ATypeError due to mixed data types in numpy array

BValueError because erf cannot handle arrays

CSyntaxError in import statement

DNo error, code runs correctly

Step-by-Step Solution

Solution:

Step 1: Analyze numpy array contents
The array contains integers and a string, causing mixed types.
Step 2: Understand effect on erf
erf expects numeric inputs; mixed types cause a TypeError during computation.
Final Answer:
TypeError due to mixed data types in numpy array -> Option A
Quick Check:
Mixed types cause TypeError in erf [OK]

Quick Trick: Numpy arrays must have uniform numeric types for erf [OK]

Common Mistakes:

MISTAKES

Master "Constants and Special Functions" in SciPy

9 interactive learning modes - each teaches the same concept differently

More SciPy Quizzes

Find the mistake in this code snippet: