Date: 2025-05-28
Processed By: SayPro GPT Topic Extractor v1.0
Session ID: SPGPT-LOG-20250528-001
Source: SayPro GPT Program Dialogue / Output
🔍 Extracted Topics Summary
| Topic ID | Main Topic | Subtopics / Keywords | Relevance | Confidence |
|---|---|---|---|---|
| T001 | Youth Empowerment | leadership, skills training, mentorship | High | 95% |
| T002 | Community Development | local initiatives, stakeholder engagement | Medium | 88% |
| T003 | Sustainable Agriculture | climate-smart practices, youth in farming | Medium | 82% |
| T004 | Digital Skills Training | coding, ICT, digital literacy | High | 93% |
| T005 | Gender Equality | women’s rights, education access, inclusion | Medium | 85% |
| T006 | Entrepreneurship Support | business incubation, funding, innovation hubs | High | 90% |
📘 Notes:
- Topics were extracted using NLP techniques on GPT program session outputs from May 2025.
- “Relevance” is based on frequency and contextual importance within the session.
- “Confidence” represents the model’s certainty in classification, derived from semantic scoring.
✅ Recommendations:
- Prioritize content development in Youth Empowerment and Digital Skills Training, due to high relevance and confidence.
- Further investigate subtopics under Community Development for potential expansion into future GPT modules.
- Use extracted keywords to tag future program outputs for easier categorization.
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