SciPy - Statistical Functions (scipy.stats) Basics
Which of the following is the correct way to find the 25th percentile using scipy.stats?
Which of the following is the correct way to find the 25th percentile using scipy.stats?
easy📝 Syntax Q12 of 15
Step-by-Step Solution
Solution:
Step 1: Recall scipy function for percentile
The function to find percentile is stats.scoreatpercentile with arguments (data, percentile).Step 2: Check options
stats.scoreatpercentile(data, 25) uses stats.scoreatpercentile(data, 25), which is correct for 25th percentile.Final Answer:
stats.scoreatpercentile(data, 25) -> Option DQuick Check:
Use scoreatpercentile for percentiles [OK]
Quick Trick: Use stats.scoreatpercentile(data, percentile) [OK]
Common Mistakes:
MISTAKES- Using wrong function names like percentile or quantile
- Passing 0.25 instead of 25 for percentile
- Confusing quantiles with percentiles
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