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education-data-source-scorecard - Analyze College Scorecard outcomes and coverage

Use College Scorecard Portal data to analyze tax-record-based earnings, debt, repayment, completion, and coverage for Title IV aid recipients.

Tags

Updated: 2026-10-05

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze post-college earnings
  • Compare institution outcomes
  • Analyze student debt
  • Evaluate loan repayment
  • Interpret completion metrics
  • Interpret suppression codes
  • Assess population coverage
  • Build Portal data queries

Inputs

  • Outcome research question
  • Institution identifiers
  • Education Data Portal datasets
  • Scorecard reference files
  • Cohort timing filters
  • Field-of-study codes

Outputs

  • Outcome analysis messages
  • Institution comparisons
  • Query interpretation
  • Coverage limitation findings
  • Data quality findings

Requirements

  • Education Data Portal mirror access
  • Access to Scorecard reference files

Source

  • Spec: SKILL.md

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College Scorecard
education data
earnings
student debt
loan repayment
data quality
institution comparison
Analyze post-college earnings
Compare institution outcomes
Analyze student debt
Evaluate loan repayment
Outcome research question
Institution identifiers
Education Data Portal datasets
Outcome analysis messages
Institution comparisons
Query interpretation