Objective:
To ensure that all GPT-extracted topics are systematically organized according to SayPro’s population domains, enabling structured content curation, program planning, and strategic reporting.
📌 Step-by-Step Categorization Process
1. Review GPT Topic Output (100 topics per prompt)
Carefully review all generated topics to understand their themes, language, and relevance.
2. Identify Target Population(s) per Topic
Assign each topic to the most relevant population group(s) from SayPro’s core list:
✅ SayPro Population Domains:
| Domain Code | Population Group |
|---|---|
| POP01 | Unemployed / Underemployed Youth |
| POP02 | Women and Girls |
| POP03 | People Living with Disabilities (PWDs) |
| POP04 | Elderly / Senior Citizens |
| POP05 | Migrants / Refugees / Displaced Persons |
| POP06 | LGBTQIA+ Individuals |
| POP07 | Indigenous and Tribal Communities |
| POP08 | Informal Workers / Gig Economy Participants |
| POP09 | Survivors of Gender-Based Violence (GBV) |
| POP10 | Low-Income Households / Urban Poor |
| POP11 | Rural / Underserved Communities |
| POP12 | Children and Adolescents |
Note: Some topics may relate to more than one domain — dual classification is acceptable.
📁 3. Categorize by Subtheme (Optional for Deeper Indexing)
For each topic, assign a relevant subtheme such as:
- Economic Empowerment
- Health and Well-being
- Education and Skills
- Technology Access
- Gender Equality
- Human Rights & Legal Access
- Climate Resilience
- Community Development
- Policy and Advocacy
- Migration and Integration
📝 4. Record in Categorization Table
Example entry format:
| Topic # | Topic Summary | Primary Population Domain | Subtheme |
|---|---|---|---|
| 001 | Community-led job creation for disabled youth in rural areas | POP01, POP03 | Economic Empowerment |
| 002 | Legal aid networks for migrant women in urban slums | POP02, POP05 | Human Rights & Access |
📤 5. Submit Categorized Results
- Format: Excel, Google Sheet, or structured Word table
- Include: Prompt text, population category, subthemes, and 100 topics
- Submission Email: categorization@saypro.online
- Upload Portal: www.saypro.online/gpt-categorization
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