SciPy - Statistical Functions (scipy.stats) Basics
Which summary statistics are included in the output of
scipy.stats.describe when applied to a numeric dataset?Which summary statistics are included in the output of scipy.stats.describe when applied to a numeric dataset?
easy📝 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand the function output
Thedescribefunction returns a namedtuple with count, minmax, mean, variance, skewness, and kurtosis.Step 2: Identify included statistics
It does not provide median, mode, or cumulative distribution by default.Final Answer:
Number of observations, min, max, mean, variance, skewness, kurtosis -> Option BQuick Check:
Check official docs fordescribeoutput [OK]
Quick Trick: Describe returns count, minmax, mean, variance, skewness, kurtosis [OK]
Common Mistakes:
MISTAKES- Confusing describe with median or mode functions
- Expecting standard deviation instead of variance
- Assuming it returns cumulative statistics
Master "Statistical Functions (scipy.stats) Basics" in SciPy
Want More Practice?
15+ quiz questions · All difficulty levels · Free
Free Signup - Practice All QuestionsMore SciPy Quizzes