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education-data-source-saipe - Reference annual SAIPE district poverty estimates

Explains Census SAIPE district poverty estimates, variables, limitations, comparisons, and access through Education Data Portal mirrors.

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Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Explain SAIPE methodology
  • Identify district variables
  • Interpret encoded values
  • Assess estimate reliability
  • Compare alternative sources
  • Locate mirror datasets

Inputs

  • Research question
  • District identifier
  • Reference year
  • Portal dataset path
  • Live codebook

Outputs

  • Source interpretation
  • Variable guidance
  • Reliability caveats
  • Dataset access guidance
  • Source comparison

Requirements

  • Education Data Portal mirror access
  • Codebook file access

Source

  • Spec: SKILL.md

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SAIPE
poverty estimates
school districts
Title I
Census data
education data
Explain SAIPE methodology
Identify district variables
Interpret encoded values
Assess estimate reliability
Research question
District identifier
Reference year
Source interpretation
Variable guidance
Reliability caveats