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Identify the error in this code snippet:

medium📝 Debug Q14 of 15
SciPy - Statistical Tests
Identify the error in this code snippet:
from scipy.stats import pearsonr
x = [1, 2, 3]
y = [4, 5]
corr, p = pearsonr(x, y)
print(corr)
ALists x and y have different lengths
Bpearsonr function is not imported correctly
CMissing parentheses in print statement
DVariables x and y must be numpy arrays
Step-by-Step Solution
Solution:
  1. Step 1: Check input data lengths

    pearsonr requires x and y to have the same length. Here, x has 3 elements, y has 2.
  2. Step 2: Understand error cause

    Different lengths cause a ValueError when calling pearsonr.
  3. Final Answer:

    Lists x and y have different lengths -> Option A
  4. Quick Check:

    Input length mismatch causes error [OK]
Quick Trick: Ensure x and y lists have equal length [OK]
Common Mistakes:
MISTAKES
  • Assuming pearsonr accepts different length inputs
  • Thinking print syntax is wrong in Python 3
  • Believing inputs must be numpy arrays

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