survey-analysis
AI-powered survey response analysis. Analyzes open-ended survey responses, clusters themes, detects sentiment, and generates actionable insights. Uses BERTopic + GPT-4o-mini.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/1477009639zw-blip/betasurveySurvey 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)
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-1477009639zw-blip-betasurvey": {
"enabled": true,
"auto_update": true
}
}
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