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 "description": "Append-only Evidence Passport records. Old revisions are immutable; corrections create a new revision and preserve the previous permalink.",
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  "title": "Map Kibera — Residents Surveying an Informal Settlement into OpenStreetMap",
  "canonicalUrl": "https://1001smartcities.org/projects/nairobi-map-kibera/"
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   "id": "2026-09-27-baseline",
   "createdAt": "2026-09-27T09:08:00Z",
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     "operation": "add",
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     "summary": "Added claim-level evidence mapping and source dossiers."
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      "ended": null
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     "operator": "Map Kibera Trust, founded by the GroundTruth Initiative",
     "actorTypes": [
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      "text": "In November 2009 thirteen young residents of Kibera",
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      "text": "a cluster of informal settlements in Nairobi's Kibra area of roughly 2.5 km²",
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      "text": "were trained on GPS handsets by the GroundTruth Initiative and surveyed their own neighbourhood in under a month",
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      "field": "snippet",
      "text": "water points, toilets, clinics, schools, pharmacies and security black spots",
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      "text": "Map Kibera Trust, run from Kibera, later repeated the method in Mathare and Mukuru and added an SMS reporting site and a video news channel",
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      "text": "The founding claim that Kibera was blank — a blank spot or a forest on official maps — is the project's own framing, widely repeated since",
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      "text": "the 2009 census counted 170,070 people across the eight locations that form Kibera",
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      "text": "against circulating estimates ranging from half a million to over a million",
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      "text": "The most recent field mapping this atlas could confirm is from 2024",
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      "text": "street-light mapping was followed by new street lights in Kibera",
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      "text": "mapping of waste management in Mukuru led to the placement of waste bins",
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      "text": "school data led to a pilot solar installation",
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      "text": "KSh 37 million secured from the Ministry of Education for Kibera schools and a police post established after crime black spots were mapped",
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      "text": "the underlying 2017 Making All Voices Count report was written by Erica Hagen, the project's co-founder",
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}
