[Solved] Given the code below, what will be the output? import pandas as pd from scipy import stats data = {'score': [10, 20, 20, 30, 40]} df = pd.... Given the code below, what will be the output? | SciPy

SciPy - Integration with Scientific Ecosystem

Given the code below, what will be the output?

import pandas as pd
from scipy import stats

data = {'score': [10, 20, 20, 30, 40]}
df = pd.DataFrame(data)
mode_result = stats.mode(df['score'])
print(mode_result.mode[0])

A10

B30

C20

D40

Step-by-Step Solution

Solution:

Step 1: Understand the data
The 'score' column has values [10, 20, 20, 30, 40]. The number 20 appears twice, others once.
Step 2: Apply stats.mode
stats.mode finds the most frequent value, which is 20 here.
Final Answer:
20 -> Option C
Quick Check:
Most frequent value = 20 [OK]

Quick Trick: Mode is the most frequent value in the list [OK]

Common Mistakes:

Choosing the first value instead of mode
Confusing mean or median with mode
Not accessing .mode[0] correctly

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More SciPy Quizzes

Given the code below, what will be the output?

Step 1: Understand the data

Step 2: Apply stats.mode

Final Answer:

Quick Check:

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