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BytesAgain β€Ί Skills β€Ί Beta Survey Analysis
πŸ¦€ ClawHub

Beta Survey Analysis

by @1477009639zw-blip

AI-powered survey response analysis. Analyzes open-ended survey responses, clusters themes, detects sentiment, and generates actionable insights. Uses BERTop...

Versionv1.0.0
Downloads301
#clawhub
TERMINAL
clawhub install betasurvey

πŸ“– About This Skill

name: survey-analysis description: AI-powered survey response analysis. Analyzes open-ended survey responses, clusters themes, detects sentiment, and generates actionable insights. Uses BERTopic + GPT-4o-mini. metadata: openclaw: emoji: "πŸ“‹" requires: bins: [python3] always: false

Survey Response Analysis Tool

AI-powered analysis of open-ended survey responses. Clusters themes, detects sentiment, generates actionable insights.

Usage

python3 analyze.py --input responses.csv --output report.md

Input CSV Format

respondent_id,response
1,"The product is great but delivery is slow"
2,"Amazing quality, fast shipping"
3,"Good but expensive"

Output

# Survey Analysis Report
Sentiment Distribution


  • Positive: 60%
    • 

  • Neutral: 25%  
    • 

  • Negative: 15%
    • Top Themes
    
1. Delivery Speed (mentioned 45%)
2. Product Quality (mentioned 38%)
3. Price Value (mentioned 22%)
    Action Items
    

  • Improve delivery logistics
    • 

  • Maintain quality standards
    •

    Notes

    Requires: python3, pandas, openai (or Anthropic API key)

    πŸ’‘ Examples

    python3 analyze.py --input responses.csv --output report.md

    πŸ“‹ Tips & Best Practices

    Requires: python3, pandas, openai (or Anthropic API key)