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Which of the following is the correct syntax to find the 75th percentile of array data using scipy.stats?

easy📝 Syntax Q3 of 15
SciPy - Statistical Functions (scipy.stats) Basics
Which of the following is the correct syntax to find the 75th percentile of array data using scipy.stats?
Astats.scoreatpercentile(data, 75)
Bstats.percentile(data, 75)
Cstats.quantiles(data, 75)
Dstats.percentileofscore(data, 75)
Step-by-Step Solution
Solution:

  1. Step 1: Identify correct function for percentile value

    stats.scoreatpercentile returns the value at a given percentile.

  2. Step 2: Check syntax correctness

    stats.scoreatpercentile(data, 75) correctly requests the 75th percentile value.

  3. Final Answer:

    stats.scoreatpercentile(data, 75) -> Option A

  4. Quick Check:

    Correct syntax for 75th percentile = stats.scoreatpercentile(data, 75) [OK]
Quick Trick: Use scoreatpercentile(data, p) for percentile values [OK]
Common Mistakes:
MISTAKES
  • Using percentile instead of scoreatpercentile
  • Passing percentile as first argument
  • Using percentileofscore which returns rank

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