Clustering & Segmentation

{
  "id": "clustering_segmentation",
  "category_id": "processing",
  "title": [
    {
      "locale": "en",
      "value": "Clustering & Segmentation"
    }
  ],
  "description": [
    {
      "locale": "en",
      "value": "AI systems that group people, places, or events into clusters based on similarity, without using pre-defined labels. Used to segment audiences, mobility patterns, energy-use profiles, or service-demand zones. Outputs are cluster assignments that downstream systems may treat as categories — even though clusters are inferred, not authored."
    }
  ],
  "authoring_guidance": [],
  "examples": [],
  "sources": [],
  "symbol_id": "social",
  "variables": [
    {
      "id": "additional_description",
      "label": [
        {
          "locale": "en",
          "value": "Description"
        }
      ],
      "required": false
    }
  ],
  "shape": "circle",
  "icon_variants": [
    "default",
    "dark"
  ]
}