text-analyst
CommunityGuided, reproducible text analysis for sociology.
Education & Research#embeddings#classification#reproducibility#text-analysis#topic-modeling#sentiment-analysis#sociology
Authornealcaren
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured, reproducible workflow for analyzing sociological text data using R or Python, guiding users from data preparation to publication-ready results.
Core Features & Use Cases
- Phase-based workflow with mandatory pauses for user review and decision-making.
- Supports Topic Modeling (LDA/STM/BERTopic), sentiment analysis, supervised classification, and embeddings.
- Enables generation of publication-ready outputs with provenance, documentation, and diagnostics.
Quick Start
Define your research question and corpus, choose language (R or Python), and initiate Phase 0 to design, Phase 1 to prepare, Phase 2 to specify, Phase 3 to analyze, Phase 4 to validate, and Phase 5 to interpret results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: text-analyst Download link: https://github.com/nealcaren/social-data-analysis/archive/main.zip#text-analyst Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.