[Solved] Identify the error in this code snippet:import numpy as np from scipy import stats data = np.array([1, 2, 3, 4, 5]) percentile = stats.scoreatpercentile(data, 110) print(percentile) | SciPy

SciPy - Statistical Functions (scipy.stats) Basics

Identify the error in this code snippet:

import numpy as np
from scipy import stats
data = np.array([1, 2, 3, 4, 5])
percentile = stats.scoreatpercentile(data, 110)
print(percentile)

AData array must be sorted before calling scoreatpercentile

BPercentile value cannot be greater than 100

Cscoreatpercentile requires percentile as first argument

Dscoreatpercentile does not exist in scipy.stats

Step-by-Step Solution

Solution:

Step 1: Check percentile argument validity
Percentiles must be between 0 and 100 inclusive.
Step 2: Identify error cause
Passing 110 is invalid and will cause an error or unexpected behavior.
Final Answer:
Percentile value cannot be greater than 100 -> Option B
Quick Check:
Percentile range = 0 to 100 [OK]

Quick Trick: Percentiles must be between 0 and 100 [OK]

Common Mistakes:

MISTAKES

Master "Statistical Functions (scipy.stats) Basics" in SciPy

9 interactive learning modes - each teaches the same concept differently

More SciPy Quizzes

Identify the error in this code snippet: