SayPro Tag topics according to demographic relevance

SayPro Topic Tagging Protocol:

Tag topics according to demographic relevance.

To enhance the precision and utility of SayPro’s data-driven insights, all extracted or curated topics must be systematically tagged based on their relevance to specific demographic groups. This tagging enables targeted analysis, customized reporting, and responsive program design that reflects the distinct needs of diverse populations.

Purpose:

• Enable demographic-specific filtering and reporting.
• Support the development of tailored health and social interventions.
• Improve the accuracy of trend analysis across population groups.
• Strengthen SayPro’s demographic analytics engine.

Tagging Categories:

Each topic should be tagged with one or more of the following demographic identifiers:

• Age Group:
  • Children (0–14)
  • Youth (15–24)
  • Adults (25–44)
  • Middle-Aged Adults (45–64)
  • Seniors (65+)
• Gender Identity:
  • Male
  • Female
  • Non-binary / Other / Prefer not to say
• Socioeconomic Status:
  • Low-income
  • Middle-income
  • High-income
  • Unspecified
• Geographic Relevance:
  • Urban
  • Rural
  • Peri-urban
  • Specific region/district (where applicable)
• Special Populations:
  • Persons with disabilities
  • Indigenous communities
  • Migrants/refugees
  • Pregnant individuals
  • Youth-headed households

Implementation Steps:

1. Review each topic for demographic context based on source data, known epidemiology, or associated health outcomes.
2. Apply appropriate tags using SayPro’s digital tagging system or approved form.
3. Cross-check tags for accuracy and consistency with SayPro’s demographic taxonomy.
4. Log tagging metadata for future traceability (e.g., date, user ID, topic batch number).
5. Submit for review where automated tagging is used, ensuring human validation before integration into reports or dashboards.