<p>Data trimmed.</p>

David Sabin-Miller's 2026 study compares internal and external measures of political ideology. The dataset likely contains survey responses for self-identification, policy-stance agreements, and external assessments of political opinion statements. This 1.6 MB ZIP file supports the use of public responses as meaningful, comparable quantities projected onto a one-dimensional ideological domain.

Use Cases

• Compare abstract self-identification with concrete policy-stance agreement measures of ideology.
• Assess the reliability of external ideological estimates for political statements across different observers.
• Model the mapping of political thought onto a shared one-dimensional ideological scale.
• Investigate systematic differences between liberal/conservative labels and policy-based ideology portraits.

Strengths

• Dataset is licensed CC-BY-4.0 for open use.
• The study finds strong consistency between internal ideological measures.
• External assessments show consistency across observers, even for dissonant ideas.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The 1.6 MB size suggests a relatively small dataset.

Provenance

Source

David Sabin-Miller via figshare

Collection Method

Likely gathered via surveys or experiments comparing ideological measures.

Time Range

null

Freshness

Last updated 2026-05-04 17:47:35; freshness should be verified.

Geography

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