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Run3 Net Exports Percentage Calculation and Statistical Analysis

Skill cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/weighted-gdp-calculation/run3_Net-Exports-Percentage-Calculation-and-Statistical-Analysis

[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

Install
npx -y skills add cxcscmu/SkillLearnBench --skill run3_Net-Exports-Percentage-Calculation-and-Statistical-Analysis

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What its author says it does

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Calculate net exports as a percentage of GDP for multiple countries, then compute descriptive statistics (min, max, median, mean, percentiles) on the percentage values. Use this when analyzing trade performance across multiple entities.

SKILL.md

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When to Use

  • You have net exports and GDP values in separate rows/ranges
  • You need to convert to percentages and analyze the distribution
  • Results must be displayed as percentages (e.g., 12.3, not 0.123)

Calculation Steps

Step 1: Calculate Net Exports as Percentage of GDP

In cells H35:L40, use:

=ROUND((net_exports / gdp) * 100, 1)

Where:

  • net_exports is the row containing net export values (from Step 1 lookup)
  • gdp is the row containing GDP values (from Step 1 lookup)
  • Multiply by 100 to convert to percentage display format
  • ROUND(..., 1) rounds to one decimal place

Example for cell H35:

=ROUND((H12 / H26) * 100, 1)

Step 2: Calculate Statistics

Use these formulas for the six countries' net export percentages (range H35:L40):

  • Minimum: =ROUND(MIN(H35:L40), 1)
  • Maximum: =ROUND(MAX(H35:L40), 1)
  • Median: =ROUND(MEDIAN(H35:L40), 1)
  • Simple Mean: =ROUND(AVERAGE(H35:L40), 1)
  • 25th Percentile: =ROUND(PERCENTILE(H35:L40, 0.25), 1)
  • 75th Percentile: =ROUND(PERCENTILE(H35:L40, 0.75), 1)

Key Points

  • Values in H35:L40 are already percentages (multiplied by 100)
  • Do NOT multiply by 100 again in these statistics formulas
  • Always round the final result, not intermediate steps
  • Each statistic should display as a decimal (e.g., 12.3, not 0.123)

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