nealcaren/social-data-analysis
38 stars18 plugins
Claude Code plugins for quantitative and qualitative sociological research
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1
abductive-analystAbductive analysis (Timmermans & Tavory) for theory-generating qualitative research. Theory-first approach with anomaly detection, theoretical casing, and rhetorical abduction for publication.
1.0.02
bibliography-builderBuild bibliographies from manuscript citations using Zotero. Extracts Author-Year in-text citations, matches against Zotero library via MCP, reviews issues, and generates formatted bibliographies in APA, ASA, or Chicago style.
1.0.03
case-justificationDraft case justification sections for interview-based sociology articles. Five cluster styles (Minimal/Standard/Historical/Comparative/Policy) based on analysis of 32 Social Problems/Social Forces articles.
1.0.04
dag-developmentDevelop causal diagrams (DAGs) from social-science research questions and literature, then render publication-ready figures using Mermaid, R, or Python.
1.0.05
genre-skill-builderMeta-skill for creating genre-analysis-based writing skills. Analyzes a corpus of article sections, discovers clusters, and generates complete skills with phases, cluster guides, and techniques.
1.0.06
interview-analystPragmatic qualitative analysis for interview data. Supports theory-informed or data-first approaches with systematic coding, quality indicators, and publication-ready synthesis.
1.0.07
interview-bookendsWrite article introductions and conclusions for sociology interview research. Takes theory and findings sections as input; uses genre analysis of 80 articles to guide cluster-specific framing.
1.0.08
interview-writeupWrite-up support for qualitative interview research. Guides methods drafting, findings structure, quote use, and revision with quality checks.
1.0.09
lecture-designerTransform textbook chapters into engaging, evidence-based lectures. Applies cognitive load theory, narrative design (ABT), active learning, and produces Quarto reveal.js slides.
1.0.010
lit-searchBuild systematic literature databases using OpenAlex API. Phased workflow for search, screening, snowballing, annotation, and synthesis with structured user interaction.
1.0.011
lit-synthesisDeep reading and synthesis of literature corpus. Theoretical mapping, thematic clustering, and debate identification using Zotero MCP for full-text access.
1.0.012
lit-writeupDraft publication-ready Theory sections for sociology research. Guides structure, paragraph functions, sentence craft, and calibration based on analysis of 80 Social Problems/Social Forces articles.
1.0.013
methods-writerDraft publication-ready Methods sections for interview-based sociology articles. Three pathways (Efficient/Standard/Detailed) based on analysis of 77 Social Problems/Social Forces articles.
1.0.014
peer-reviewerSimulate peer review by constructing reviewer personas from Zotero sources. Identifies relevant perspectives, retrieves full texts, builds reviewer profiles, and generates focused reviews on theory/methods and findings.
1.0.015
r-analystR statistical analysis for publication-ready sociology research. Phased workflow for DiD, IV, matching, panel methods, and more with pauses for user review.
1.0.016
revision-coordinatorOrchestrate manuscript revision by routing feedback to specialized writing skills. Parses reviewer/editor feedback, maps to sections, dispatches to lit-writeup/methods-writer/interview-bookends/case-justification, ensures coherence.
1.0.017
stata-analystStata statistical analysis for publication-ready sociology research. Phased workflow for DiD, IV, matching, panel methods, and more with pauses for user review.
1.0.018
text-analystComputational text analysis using R or Python. Topic models (LDA, STM, BERTopic), sentiment analysis, classification, and embeddings with systematic validation.
1.0.0Featured
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