{
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        "currency": "USD"
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        "status": "active"
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        "longitude": -3.564694
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      "classification": {
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        "sources": {
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            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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            "category": "Rural",
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
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        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:49:05.817560"
      },
      "district": "Douentza"
    },
    {
      "id": "USR002",
      "locationName": "Modibo's Home",
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        "name": "Modibo Fofana",
        "region": "Ségou",
        "phone": "+223 62 44 26 89",
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      "stove": {
        "type": "CleanCook",
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        "price": 150,
        "currency": "USD"
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        "status": "active"
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        "longitude": -6.294034
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      "isCleanEnergy": false,
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            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Ségou"
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        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:08.214586"
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      "district": "Barouéli"
    },
    {
      "id": "USR003",
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      "customer": {
        "name": "Djénéba Doumbia",
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        "phone": "+223 64 70 52 40",
        "householdSize": 4
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        "currency": "USD"
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        "status": "active"
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      "classification": {
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            "category": "Rural",
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:49:10.581839"
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      "district": "Douentza"
    },
    {
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      "locationName": "Dramane's Home",
      "customer": {
        "name": "Dramane Bagayoko",
        "region": "Kidal",
        "phone": "+223 72 83 77 82",
        "householdSize": 8
      },
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        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 150,
        "currency": "USD"
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        "status": "active"
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        "longitude": -0.359316
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      "classification": {
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            "category": "Rural",
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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            "periurban_min": 300
          },
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            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:49:12.787235"
      },
      "district": "Tessalit"
    },
    {
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      "customer": {
        "name": "Mariam Bamba",
        "region": "Gao",
        "phone": "+223 61 30 38 50",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
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        "price": 120,
        "currency": "USD"
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        "fuelSavedKg": 428,
        "status": "active"
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        "longitude": 0.50327
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            "category": "Rural",
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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            "periurban_min": 300
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        },
        "classifiedAt": "2026-02-03T19:49:14.968959"
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      "district": "Gao"
    },
    {
      "id": "USR006",
      "locationName": "Bintou's Home",
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        "name": "Bintou Bamba",
        "region": "Tombouctou",
        "phone": "+223 79 25 42 11",
        "householdSize": 4
      },
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        "type": "CleanCook",
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        "price": 150,
        "currency": "USD"
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        "status": "active"
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          "WorldPop: 0.0 people/100m² → Rural",
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            "periurban_min": 300
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        },
        "classifiedAt": "2026-02-03T19:49:17.132675"
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      "district": "Goundam"
    },
    {
      "id": "USR007",
      "locationName": "Youssouf's Home",
      "customer": {
        "name": "Youssouf Samaké",
        "region": "Tombouctou",
        "phone": "+223 64 70 56 46",
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      },
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        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-1869",
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        "currency": "USD"
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        "status": "active"
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        "longitude": -1.565824
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      "isCleanEnergy": true,
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            "value": 11,
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            "category": "Rural",
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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        ],
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            "urban_min": 1000,
            "periurban_min": 300
          },
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:19.279608"
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      "district": "Diré"
    },
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      "locationName": "Moussa's Home",
      "customer": {
        "name": "Moussa Diallo",
        "region": "Kidal",
        "phone": "+223 69 69 73 67",
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      },
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        "model": "CleanCook Pro",
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        "price": 150,
        "currency": "USD"
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        "fuelSavedKg": 29,
        "status": "active"
      },
      "coordinates": {
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        "longitude": 1.376616
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      "region": "Kidal",
      "townContext": "Rural",
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      "classification": {
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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            "category": "Rural",
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        },
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          "GHSL SMOD: index 1173 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
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        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:21.536968"
      },
      "district": "Tessalit"
    },
    {
      "id": "USR009",
      "locationName": "Ibrahim's Home",
      "customer": {
        "name": "Ibrahim Diallo",
        "region": "Tombouctou",
        "phone": "+223 68 81 86 73",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-1096",
        "saleDate": "2024-03-06",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "lastActiveDate": "2026-01-22",
        "co2SavedKg": 474,
        "fuelSavedKg": 189,
        "status": "active"
      },
      "coordinates": {
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        "longitude": -2.451458
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      "region": "Tombouctou",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:23.743187"
      },
      "district": "Tombouctou"
    },
    {
      "id": "USR010",
      "locationName": "Adama's Home",
      "customer": {
        "name": "Adama Koné",
        "region": "Bamako",
        "phone": "+223 77 39 43 75",
        "householdSize": 3
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-4925",
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        "price": 120,
        "currency": "USD"
      },
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        "avgDailyHours": 1.8,
        "lastActiveDate": "2026-01-20",
        "co2SavedKg": 761,
        "fuelSavedKg": 304,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.679793,
        "longitude": -8.03661
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      "secondaryCoordinates": null,
      "region": "Bamako",
      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
          "ghsl_smod": {
            "value": 12,
            "class_name": "Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
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            "value": 0,
            "category": "Rural",
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        },
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          "GHSL SMOD: Low Density Rural (Code 12) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Bamako"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:25.839274"
      },
      "district": "Commune VI"
    },
    {
      "id": "USR011",
      "locationName": "Oumou's Home",
      "customer": {
        "name": "Oumou Sylla",
        "region": "Gao",
        "phone": "+223 75 95 12 32",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2443",
        "saleDate": "2025-01-17",
        "price": 120,
        "currency": "USD"
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      "usage": {
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        "avgDailyHours": 1.6,
        "lastActiveDate": "2026-01-31",
        "co2SavedKg": 200,
        "fuelSavedKg": 80,
        "status": "active"
      },
      "coordinates": {
        "latitude": 16.17352,
        "longitude": 1.101615
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      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
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        },
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          "GHSL SMOD: index 1148 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:27.941001"
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      "district": "Ménaka"
    },
    {
      "id": "USR012",
      "locationName": "Oumou's Home",
      "customer": {
        "name": "Oumou Traoré",
        "region": "Sikasso",
        "phone": "+223 73 84 70 75",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-7178",
        "saleDate": "2024-06-23",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:30.014454"
      },
      "district": "Kolondiéba"
    },
    {
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        "name": "Dramane Kouyaté",
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        "phone": "+223 63 77 91 95",
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      },
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        "status": "active"
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:32.042503"
      },
      "district": "Diré"
    },
    {
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      },
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        "status": "active"
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          "WorldPop: 0.0 people/100m² → Rural",
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        "thresholds": {
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            "periurban_min": 300
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            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:49:34.115612"
      },
      "district": "Ansongo"
    },
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        "name": "Kadiatou Diakité",
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        "phone": "+223 67 61 86 52",
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      },
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        "type": "CleanCook",
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          },
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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      },
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      "district": "Yélimané"
    },
    {
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        "name": "Cheick Kouyaté",
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        "phone": "+223 66 35 84 92",
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    },
    {
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        "region": "Tombouctou",
        "phone": "+223 66 20 57 54",
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      },
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        "currency": "USD"
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            "category": "Rural",
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        },
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        ],
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            "periurban_min": 300
          },
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          }
        },
        "classifiedAt": "2026-02-03T19:49:48.978941"
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      "district": "Diré"
    },
    {
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      "locationName": "Fatoumata's Home",
      "customer": {
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        "region": "Kidal",
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        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
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        "price": 150,
        "currency": "USD"
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        "status": "active"
      },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
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        "thresholds": {
          "kontur": {
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            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:49:51.123965"
      },
      "district": "Abeïbara"
    },
    {
      "id": "USR023",
      "locationName": "Mariam's Home",
      "customer": {
        "name": "Mariam Doumbia",
        "region": "Kayes",
        "phone": "+223 66 38 63 85",
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      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "saleDate": "2024-03-17",
        "price": 120,
        "currency": "USD"
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      "usage": {
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        "co2SavedKg": 786,
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        "thresholds": {
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          },
          "worldpop": {
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            "periurban_min": 10
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        },
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      },
      "district": "Bafoulabé"
    },
    {
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        "name": "Nana Koné",
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          },
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        },
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      },
      "district": "Kadiolo"
    },
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            "urban_min": 1000,
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          },
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        },
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      },
      "district": "Kéniéba"
    },
    {
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        "name": "Korotoumou Dembélé",
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      "district": "Dioïla"
    },
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      "district": "Macina"
    },
    {
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        },
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      "district": "Araouane"
    },
    {
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    },
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      "district": "Kolondiéba"
    },
    {
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        "region": "Gao",
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      },
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        "model": "CleanCook Pro",
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        "currency": "USD"
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        "status": "active"
      },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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        },
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      "district": "Ansongo"
    },
    {
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        "name": "Boubacar Dembélé",
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      },
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      },
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        "status": "active"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
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            "periurban_min": 300
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        },
        "classifiedAt": "2026-02-03T19:50:12.267434"
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      "district": "Gao"
    },
    {
      "id": "USR033",
      "locationName": "Hamidou's Home",
      "customer": {
        "name": "Hamidou Sangaré",
        "region": "Koulikoro",
        "phone": "+223 71 53 90 95",
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      },
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        "currency": "USD"
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        "status": "inactive"
      },
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          "WorldPop: 0.0 people/100m² → Rural",
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        ],
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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        },
        "classifiedAt": "2026-02-03T19:50:14.290618"
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      "district": "Dioïla"
    },
    {
      "id": "USR034",
      "locationName": "Kadiatou's Home",
      "customer": {
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        "region": "Ségou",
        "phone": "+223 74 63 82 19",
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      },
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        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "saleDate": "2024-02-02",
        "price": 120,
        "currency": "USD"
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        "status": "active"
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            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
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            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Ségou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:16.352600"
      },
      "district": "San"
    },
    {
      "id": "USR035",
      "locationName": "Oumar's Home",
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        "name": "Oumar Doumbia",
        "region": "Ségou",
        "phone": "+223 65 97 27 70",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
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        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
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        "longitude": -5.213173
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Ségou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:18.465010"
      },
      "district": "Bla"
    },
    {
      "id": "USR036",
      "locationName": "Souleymane's Home",
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        "name": "Souleymane Cissé",
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        "phone": "+223 78 83 37 56",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
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        "price": 120,
        "currency": "USD"
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        "status": "active"
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        "longitude": -7.968303
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            "class_name": "Urban Centre",
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            "value": 0,
            "category": "Rural",
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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          "Administrative Region: Bamako"
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        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:20.485940"
      },
      "district": "Commune VI"
    },
    {
      "id": "USR037",
      "locationName": "Fatoumata's Home",
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        "name": "Fatoumata Kouyaté",
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        "phone": "+223 69 10 32 76",
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      },
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        "type": "CleanCook",
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        "status": "active"
      },
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        "longitude": -0.724006
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
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          "WorldPop: 0.0 people/100m² → Rural",
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        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:50:22.640281"
      },
      "district": "Tessalit"
    },
    {
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      "locationName": "Fatoumata's Home",
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        "name": "Fatoumata Coulibaly",
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      },
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            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:24.767047"
      },
      "district": "Yélimané"
    },
    {
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      "locationName": "Adama's Home",
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        "name": "Adama Bagayoko",
        "region": "Gao",
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      },
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        "status": "inactive"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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          },
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          }
        },
        "classifiedAt": "2026-02-03T19:50:26.830125"
      },
      "district": "Ménaka"
    },
    {
      "id": "USR040",
      "locationName": "Nana's Home",
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        "name": "Nana Sidibé",
        "region": "Gao",
        "phone": "+223 61 70 79 69",
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      },
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        "price": 120,
        "currency": "USD"
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        "status": "active"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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          },
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          }
        },
        "classifiedAt": "2026-02-03T19:50:28.883097"
      },
      "district": "Gao"
    },
    {
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      "locationName": "Djénéba's Home",
      "customer": {
        "name": "Djénéba Diabaté",
        "region": "Taoudénit",
        "phone": "+223 75 52 46 13",
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      },
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        "price": 150,
        "currency": "USD"
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        "status": "active"
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      "coordinates": {
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          "WorldPop: 0.0 people/100m² → Rural",
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        ],
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            "urban_min": 1000,
            "periurban_min": 300
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          }
        },
        "classifiedAt": "2026-02-03T19:50:30.906601"
      },
      "district": "Foum Alba"
    },
    {
      "id": "USR042",
      "locationName": "Aissata's Home",
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        "name": "Aissata Kouyaté",
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        "phone": "+223 74 71 47 84",
        "householdSize": 12
      },
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        "price": 120,
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        "status": "active"
      },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 121.9 people/100m² → Urban",
          "Administrative Region: Bamako"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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          }
        },
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      "district": "Commune I"
    },
    {
      "id": "USR043",
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      "customer": {
        "name": "Aissata Fofana",
        "region": "Tombouctou",
        "phone": "+223 68 38 33 97",
        "householdSize": 12
      },
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        "price": 150,
        "currency": "USD"
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        "status": "active"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:34.956676"
      },
      "district": "Niafunké"
    },
    {
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      "locationName": "Moussa's Home",
      "customer": {
        "name": "Moussa Diabaté",
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        "householdSize": 5
      },
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        "price": 150,
        "currency": "USD"
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        "status": "active"
      },
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        "longitude": 0.133554
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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          "GHSL SMOD: index 1053 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:36.998779"
      },
      "district": "Tin-Essako"
    },
    {
      "id": "USR045",
      "locationName": "Hamidou's Home",
      "customer": {
        "name": "Hamidou Cissé",
        "region": "Kidal",
        "phone": "+223 67 48 81 35",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 150,
        "currency": "USD"
      },
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        "co2SavedKg": 852,
        "fuelSavedKg": 340,
        "status": "active"
      },
      "coordinates": {
        "latitude": 20.35019,
        "longitude": 2.08951
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      "region": "Kidal",
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      "classification": {
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            "value": 0,
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            "source": "Kontur (no data at location)"
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            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1242 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:39.028292"
      },
      "district": "Tin-Essako"
    },
    {
      "id": "USR046",
      "locationName": "Hamidou's Home",
      "customer": {
        "name": "Hamidou Kouyaté",
        "region": "Kayes",
        "phone": "+223 78 92 95 92",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-4140",
        "saleDate": "2024-11-26",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 2.2,
        "lastActiveDate": "2026-01-20",
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        "fuelSavedKg": 396,
        "status": "active"
      },
      "coordinates": {
        "latitude": 14.263072,
        "longitude": -10.65809
      },
      "secondaryCoordinates": null,
      "region": "Kayes",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:41.231343"
      },
      "district": "Yélimané"
    },
    {
      "id": "USR047",
      "locationName": "Youssouf's Home",
      "customer": {
        "name": "Youssouf Diabaté",
        "region": "Gao",
        "phone": "+223 65 28 97 15",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-7252",
        "saleDate": "2024-06-14",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 82,
        "status": "active"
      },
      "coordinates": {
        "latitude": 16.66511,
        "longitude": -0.851347
      },
      "secondaryCoordinates": null,
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      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:43.184084"
      },
      "district": "Gao"
    },
    {
      "id": "USR048",
      "locationName": "Korotoumou's Home",
      "customer": {
        "name": "Korotoumou Camara",
        "region": "Koulikoro",
        "phone": "+223 64 87 37 53",
        "householdSize": 3
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "saleDate": "2024-10-06",
        "price": 120,
        "currency": "USD"
      },
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        "fuelSavedKg": 466,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.850015,
        "longitude": -8.156094
      },
      "secondaryCoordinates": null,
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      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 11,
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Koulikoro"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:45.154493"
      },
      "district": "Koulikoro"
    },
    {
      "id": "USR049",
      "locationName": "Hawa's Home",
      "customer": {
        "name": "Hawa Diallo",
        "region": "Taoudénit",
        "phone": "+223 68 14 63 87",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 150,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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        "longitude": -2.777313
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      "isCleanEnergy": false,
      "classification": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
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          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:47.116584"
      },
      "district": "Araouane"
    },
    {
      "id": "USR050",
      "locationName": "Lassana's Home",
      "customer": {
        "name": "Lassana Touré",
        "region": "Kayes",
        "phone": "+223 62 64 58 52",
        "householdSize": 7
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 120,
        "currency": "USD"
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        "status": "active"
      },
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          },
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            "category": "Rural",
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        },
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          "Administrative Region: Kayes"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:49.161136"
      },
      "district": "Kayes"
    },
    {
      "id": "USR051",
      "locationName": "Bakary's Home",
      "customer": {
        "name": "Bakary Kouyaté",
        "region": "Sikasso",
        "phone": "+223 67 92 20 88",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
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        "serialNumber": "ML-2024-8148",
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        "price": 150,
        "currency": "USD"
      },
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        "status": "active"
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            "category": "Rural",
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          },
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            "category": "Rural",
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        },
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          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:51.114555"
      },
      "district": "Yorosso"
    },
    {
      "id": "USR052",
      "locationName": "Safiatou's Home",
      "customer": {
        "name": "Safiatou Sidibé",
        "region": "Taoudénit",
        "phone": "+223 67 85 10 49",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-5284",
        "saleDate": "2024-08-10",
        "price": 150,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
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        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:53.081623"
      },
      "district": "Taoudénit"
    },
    {
      "id": "USR053",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Kouyaté",
        "region": "Sikasso",
        "phone": "+223 61 54 15 41",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2317",
        "saleDate": "2024-05-24",
        "price": 120,
        "currency": "USD"
      },
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        "fuelSavedKg": 89,
        "status": "active"
      },
      "coordinates": {
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        "longitude": -5.271753
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            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:55.066864"
      },
      "district": "Koutiala"
    },
    {
      "id": "USR054",
      "locationName": "Sitan's Home",
      "customer": {
        "name": "Sitan Traoré",
        "region": "Ségou",
        "phone": "+223 79 95 76 81",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-7438",
        "saleDate": "2024-06-27",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 156,
        "status": "active"
      },
      "coordinates": {
        "latitude": 14.800023,
        "longitude": -6.394723
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        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Ségou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:57.082849"
      },
      "district": "San"
    },
    {
      "id": "USR055",
      "locationName": "Ibrahim's Home",
      "customer": {
        "name": "Ibrahim Keita",
        "region": "Tombouctou",
        "phone": "+223 61 21 46 94",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-7250",
        "saleDate": "2024-09-01",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 4.9,
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        "co2SavedKg": 1165,
        "fuelSavedKg": 466,
        "status": "active"
      },
      "coordinates": {
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        "longitude": -4.350328
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            "value": 11,
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:50:59.156081"
      },
      "district": "Niafunké"
    },
    {
      "id": "USR056",
      "locationName": "Rokia's Home",
      "customer": {
        "name": "Rokia Kanté",
        "region": "Kayes",
        "phone": "+223 66 35 27 29",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-9950",
        "saleDate": "2024-08-20",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 2.1,
        "lastActiveDate": "2026-02-01",
        "co2SavedKg": 235,
        "fuelSavedKg": 94,
        "status": "active"
      },
      "coordinates": {
        "latitude": 13.976014,
        "longitude": -9.64873
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      "region": "Kayes",
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      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:01.185260"
      },
      "district": "Kéniéba"
    },
    {
      "id": "USR057",
      "locationName": "Oumou's Home",
      "customer": {
        "name": "Oumou Doumbia",
        "region": "Koulikoro",
        "phone": "+223 71 42 83 88",
        "householdSize": 10
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-5125",
        "saleDate": "2025-01-23",
        "price": 120,
        "currency": "USD"
      },
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        "fuelSavedKg": 84,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.95087,
        "longitude": -6.947801
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      "secondaryCoordinates": null,
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      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Koulikoro"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:03.228254"
      },
      "district": "Kolokani"
    },
    {
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      "locationName": "Korotoumou's Home",
      "customer": {
        "name": "Korotoumou Diarra",
        "region": "Mopti",
        "phone": "+223 65 91 28 25",
        "householdSize": 3
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-7810",
        "saleDate": "2024-08-28",
        "price": 150,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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      "secondaryCoordinates": null,
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      "classification": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
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            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:51:05.252815"
      },
      "district": "Youwarou"
    },
    {
      "id": "USR059",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Kanté",
        "region": "Kayes",
        "phone": "+223 65 99 22 14",
        "householdSize": 12
      },
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        "type": "CleanCook",
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        "currency": "USD"
      },
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        "status": "active"
      },
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      "isCleanEnergy": true,
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          },
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
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        },
        "classifiedAt": "2026-02-03T19:51:07.283025"
      },
      "district": "Nioro du Sahel"
    },
    {
      "id": "USR060",
      "locationName": "Mariam's Home",
      "customer": {
        "name": "Mariam Bamba",
        "region": "Kayes",
        "phone": "+223 61 39 15 65",
        "householdSize": 6
      },
      "stove": {
        "type": "CleanCook",
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        "currency": "USD"
      },
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        "status": "active"
      },
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      "classification": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:09.288368"
      },
      "district": "Kayes"
    },
    {
      "id": "USR061",
      "locationName": "Sitan's Home",
      "customer": {
        "name": "Sitan Koné",
        "region": "Taoudénit",
        "phone": "+223 77 92 19 24",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 120,
        "currency": "USD"
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      "usage": {
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        "status": "active"
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      "secondaryCoordinates": null,
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      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 11,
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            "source": "GHSL SMOD 2023 (1km resolution)"
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            "category": "Rural",
            "source": "Kontur (no data at location)"
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:11.270404"
      },
      "district": "Taoudénit"
    },
    {
      "id": "USR062",
      "locationName": "Nana's Home",
      "customer": {
        "name": "Nana Diabaté",
        "region": "Sikasso",
        "phone": "+223 64 97 71 96",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
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      "region": "Sikasso",
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      "isCleanEnergy": true,
      "classification": {
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        "sources": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
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            "value": 0,
            "category": "Rural",
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
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        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:13.278136"
      },
      "district": "Bougouni"
    },
    {
      "id": "USR063",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Diarra",
        "region": "Sikasso",
        "phone": "+223 64 22 16 73",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
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        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
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      "classification": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:15.298743"
      },
      "district": "Kadiolo"
    },
    {
      "id": "USR064",
      "locationName": "Mamadou's Home",
      "customer": {
        "name": "Mamadou Diakité",
        "region": "Gao",
        "phone": "+223 68 23 87 93",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-8774",
        "saleDate": "2024-01-09",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 599,
        "status": "inactive"
      },
      "coordinates": {
        "latitude": 16.572607,
        "longitude": 0.749075
      },
      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
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            "value": 0,
            "category": "Rural",
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1114 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:17.375704"
      },
      "district": "Ménaka"
    },
    {
      "id": "USR065",
      "locationName": "Oumar's Home",
      "customer": {
        "name": "Oumar Kouyaté",
        "region": "Kayes",
        "phone": "+223 79 67 29 23",
        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2483",
        "saleDate": "2024-10-06",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "co2SavedKg": 1174,
        "fuelSavedKg": 469,
        "status": "active"
      },
      "coordinates": {
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      "region": "Kayes",
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:19.397271"
      },
      "district": "Bafoulabé"
    },
    {
      "id": "USR066",
      "locationName": "Kadiatou's Home",
      "customer": {
        "name": "Kadiatou Diakité",
        "region": "Koulikoro",
        "phone": "+223 69 27 61 89",
        "householdSize": 10
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-2022",
        "saleDate": "2024-12-09",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 6,
        "lastActiveDate": "2026-01-23",
        "co2SavedKg": 741,
        "fuelSavedKg": 296,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.747075,
        "longitude": -7.947687
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      "region": "Koulikoro",
      "townContext": "Peri-Urban",
      "isCleanEnergy": true,
      "classification": {
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            "value": 21,
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Suburban (Code 21) → Peri-Urban",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Koulikoro"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:21.524103"
      },
      "district": "Kati"
    },
    {
      "id": "USR067",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Sangaré",
        "region": "Tombouctou",
        "phone": "+223 71 96 19 32",
        "householdSize": 6
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2388",
        "saleDate": "2024-01-28",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1720,
        "avgDailyHours": 5.5,
        "lastActiveDate": "2026-01-24",
        "co2SavedKg": 901,
        "fuelSavedKg": 360,
        "status": "active"
      },
      "coordinates": {
        "latitude": 16.983143,
        "longitude": -2.534937
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      "secondaryCoordinates": null,
      "region": "Tombouctou",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
          "ghsl_smod": {
            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:23.741865"
      },
      "district": "Diré"
    },
    {
      "id": "USR068",
      "locationName": "Hawa's Home",
      "customer": {
        "name": "Hawa Sylla",
        "region": "Gao",
        "phone": "+223 63 92 26 42",
        "householdSize": 7
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-6374",
        "saleDate": "2024-06-10",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 4.5,
        "lastActiveDate": "2026-01-22",
        "co2SavedKg": 855,
        "fuelSavedKg": 342,
        "status": "active"
      },
      "coordinates": {
        "latitude": 16.985603,
        "longitude": 0.156736
      },
      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1056 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:25.778964"
      },
      "district": "Ansongo"
    },
    {
      "id": "USR069",
      "locationName": "Aissata's Home",
      "customer": {
        "name": "Aissata Traoré",
        "region": "Ségou",
        "phone": "+223 72 75 44 39",
        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-8555",
        "saleDate": "2024-05-13",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1743,
        "avgDailyHours": 2.9,
        "lastActiveDate": "2026-01-25",
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        "fuelSavedKg": 373,
        "status": "active"
      },
      "coordinates": {
        "latitude": 14.638154,
        "longitude": -5.375451
      },
      "secondaryCoordinates": null,
      "region": "Ségou",
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      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Ségou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:27.836674"
      },
      "district": "Bla"
    },
    {
      "id": "USR070",
      "locationName": "Bintou's Home",
      "customer": {
        "name": "Bintou Cissé",
        "region": "Taoudénit",
        "phone": "+223 66 98 94 68",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-9012",
        "saleDate": "2024-08-16",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 401,
        "status": "active"
      },
      "coordinates": {
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        "longitude": -4.521384
      },
      "secondaryCoordinates": null,
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      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
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        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:29.861391"
      },
      "district": "Foum Alba"
    },
    {
      "id": "USR071",
      "locationName": "Bintou's Home",
      "customer": {
        "name": "Bintou Traoré",
        "region": "Mopti",
        "phone": "+223 65 68 90 54",
        "householdSize": 10
      },
      "stove": {
        "type": "CleanCook",
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        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
      "coordinates": {
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        "longitude": -4.150642
      },
      "secondaryCoordinates": null,
      "region": "Mopti",
      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
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        "sources": {
          "ghsl_smod": {
            "value": 12,
            "class_name": "Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Low Density Rural (Code 12) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:31.854098"
      },
      "district": "Koro"
    },
    {
      "id": "USR072",
      "locationName": "Korotoumou's Home",
      "customer": {
        "name": "Korotoumou Bagayoko",
        "region": "Koulikoro",
        "phone": "+223 74 86 56 57",
        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-3037",
        "saleDate": "2024-01-03",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1201,
        "avgDailyHours": 3.7,
        "lastActiveDate": "2026-01-23",
        "co2SavedKg": 630,
        "fuelSavedKg": 252,
        "status": "active"
      },
      "coordinates": {
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        "longitude": -7.430924
      },
      "secondaryCoordinates": null,
      "region": "Koulikoro",
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      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
          "ghsl_smod": {
            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Koulikoro"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:33.882745"
      },
      "district": "Kangaba"
    },
    {
      "id": "USR073",
      "locationName": "Cheick's Home",
      "customer": {
        "name": "Cheick Samaké",
        "region": "Kidal",
        "phone": "+223 60 22 30 92",
        "householdSize": 6
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-3474",
        "saleDate": "2024-06-21",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 233,
        "status": "active"
      },
      "coordinates": {
        "latitude": 18.868278,
        "longitude": -0.538109
      },
      "secondaryCoordinates": null,
      "region": "Kidal",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
          "ghsl_smod": {
            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:35.915673"
      },
      "district": "Kidal"
    },
    {
      "id": "USR074",
      "locationName": "Mariam's Home",
      "customer": {
        "name": "Mariam Traoré",
        "region": "Mopti",
        "phone": "+223 67 83 17 82",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-1537",
        "saleDate": "2024-05-08",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
      "coordinates": {
        "latitude": 14.853956,
        "longitude": -4.390551
      },
      "secondaryCoordinates": null,
      "region": "Mopti",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:37.994957"
      },
      "district": "Djenné"
    },
    {
      "id": "USR075",
      "locationName": "Mariam's Home",
      "customer": {
        "name": "Mariam Keita",
        "region": "Gao",
        "phone": "+223 61 34 77 79",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-1979",
        "saleDate": "2024-10-13",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 5.8,
        "lastActiveDate": "2026-01-20",
        "co2SavedKg": 1928,
        "fuelSavedKg": 771,
        "status": "active"
      },
      "coordinates": {
        "latitude": 15.243039,
        "longitude": 1.452034
      },
      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1183 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:39.974105"
      },
      "district": "Bourem"
    },
    {
      "id": "USR076",
      "locationName": "Amadou's Home",
      "customer": {
        "name": "Amadou Samaké",
        "region": "Bamako",
        "phone": "+223 69 96 29 67",
        "householdSize": 6
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-1451",
        "saleDate": "2024-06-17",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1104,
        "avgDailyHours": 4.9,
        "lastActiveDate": "2026-01-28",
        "co2SavedKg": 461,
        "fuelSavedKg": 184,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.6702,
        "longitude": -8.003058
      },
      "secondaryCoordinates": null,
      "region": "Bamako",
      "townContext": "Urban",
      "isCleanEnergy": false,
      "classification": {
        "type": "Urban",
        "sources": {
          "ghsl_smod": {
            "value": 30,
            "class_name": "Urban Centre",
            "category": "Urban",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Urban Centre (Code 30) → Urban",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Bamako"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:41.962674"
      },
      "district": "Commune VI"
    },
    {
      "id": "USR077",
      "locationName": "Aissata's Home",
      "customer": {
        "name": "Aissata Diabaté",
        "region": "Kidal",
        "phone": "+223 73 48 69 24",
        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-2384",
        "saleDate": "2024-04-20",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1739,
        "avgDailyHours": 4.1,
        "lastActiveDate": "2026-01-23",
        "co2SavedKg": 1358,
        "fuelSavedKg": 543,
        "status": "active"
      },
      "coordinates": {
        "latitude": 19.709681,
        "longitude": -0.41911
      },
      "secondaryCoordinates": null,
      "region": "Kidal",
      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1000 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:43.970671"
      },
      "district": "Abeïbara"
    },
    {
      "id": "USR078",
      "locationName": "Dramane's Home",
      "customer": {
        "name": "Dramane Sidibé",
        "region": "Mopti",
        "phone": "+223 66 18 71 89",
        "householdSize": 3
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-7404",
        "saleDate": "2024-10-30",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 815,
        "avgDailyHours": 5.9,
        "lastActiveDate": "2026-01-21",
        "co2SavedKg": 328,
        "fuelSavedKg": 131,
        "status": "active"
      },
      "coordinates": {
        "latitude": 13.653942,
        "longitude": -4.331468
      },
      "secondaryCoordinates": null,
      "region": "Mopti",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
          "ghsl_smod": {
            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:46.002445"
      },
      "district": "Youwarou"
    },
    {
      "id": "USR079",
      "locationName": "Aminata's Home",
      "customer": {
        "name": "Aminata Dembélé",
        "region": "Kidal",
        "phone": "+223 74 22 32 36",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-2836",
        "saleDate": "2024-04-02",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 2.4,
        "lastActiveDate": "2026-01-22",
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        "fuelSavedKg": 514,
        "status": "active"
      },
      "coordinates": {
        "latitude": 20.83909,
        "longitude": -0.8231
      },
      "secondaryCoordinates": null,
      "region": "Kidal",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:48.029480"
      },
      "district": "Abeïbara"
    },
    {
      "id": "USR080",
      "locationName": "Oumar's Home",
      "customer": {
        "name": "Oumar Diallo",
        "region": "Gao",
        "phone": "+223 79 70 38 11",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-7837",
        "saleDate": "2024-08-14",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 56,
        "status": "active"
      },
      "coordinates": {
        "latitude": 16.720252,
        "longitude": 1.196162
      },
      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
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          }
        },
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          "GHSL SMOD: index 1157 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:50.063600"
      },
      "district": "Ansongo"
    },
    {
      "id": "USR081",
      "locationName": "Mamadou's Home",
      "customer": {
        "name": "Mamadou Kouyaté",
        "region": "Koulikoro",
        "phone": "+223 75 51 36 80",
        "householdSize": 3
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-6851",
        "saleDate": "2024-05-06",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 549,
        "status": "active"
      },
      "coordinates": {
        "latitude": 13.22966,
        "longitude": -7.293473
      },
      "secondaryCoordinates": null,
      "region": "Koulikoro",
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      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Koulikoro"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:52.078042"
      },
      "district": "Koulikoro"
    },
    {
      "id": "USR082",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Sylla",
        "region": "Sikasso",
        "phone": "+223 71 75 32 84",
        "householdSize": 8
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "saleDate": "2025-01-06",
        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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        "longitude": -7.327472
      },
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      "classification": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
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          },
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:54.063266"
      },
      "district": "Kadiolo"
    },
    {
      "id": "USR083",
      "locationName": "Sitan's Home",
      "customer": {
        "name": "Sitan Bagayoko",
        "region": "Tombouctou",
        "phone": "+223 66 14 84 42",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "saleDate": "2024-09-25",
        "price": 150,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
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          },
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            "value": 0,
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:56.037910"
      },
      "district": "Goundam"
    },
    {
      "id": "USR084",
      "locationName": "Modibo's Home",
      "customer": {
        "name": "Modibo Traoré",
        "region": "Taoudénit",
        "phone": "+223 73 78 69 22",
        "householdSize": 9
      },
      "stove": {
        "type": "CleanCook",
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        "serialNumber": "ML-2025-9680",
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        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
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      },
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      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
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            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:51:58.059873"
      },
      "district": "Taoudénit"
    },
    {
      "id": "USR085",
      "locationName": "Amadou's Home",
      "customer": {
        "name": "Amadou Diarra",
        "region": "Taoudénit",
        "phone": "+223 78 69 65 79",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
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        "serialNumber": "ML-2025-1357",
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        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
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      },
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
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          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Taoudénit"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:00.058401"
      },
      "district": "Araouane"
    },
    {
      "id": "USR086",
      "locationName": "Aissata's Home",
      "customer": {
        "name": "Aissata Diarra",
        "region": "Tombouctou",
        "phone": "+223 70 87 76 47",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-1430",
        "saleDate": "2024-09-17",
        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
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      },
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            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
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          },
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            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Tombouctou"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:02.039876"
      },
      "district": "Tombouctou"
    },
    {
      "id": "USR087",
      "locationName": "Aminata's Home",
      "customer": {
        "name": "Aminata Diabaté",
        "region": "Kayes",
        "phone": "+223 64 20 61 20",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-6512",
        "saleDate": "2024-07-27",
        "price": 150,
        "currency": "USD"
      },
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        "fuelSavedKg": 294,
        "status": "active"
      },
      "coordinates": {
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      "secondaryCoordinates": null,
      "region": "Kayes",
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      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:04.037340"
      },
      "district": "Diéma"
    },
    {
      "id": "USR088",
      "locationName": "Awa's Home",
      "customer": {
        "name": "Awa Sidibé",
        "region": "Kidal",
        "phone": "+223 64 59 70 91",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-5032",
        "saleDate": "2024-03-23",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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        "avgDailyHours": 5.5,
        "lastActiveDate": "2026-02-02",
        "co2SavedKg": 1323,
        "fuelSavedKg": 529,
        "status": "active"
      },
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        "latitude": 19.031535,
        "longitude": 1.062772
      },
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      "classification": {
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            "category": "Rural",
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          },
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          }
        },
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          "GHSL SMOD: index 1143 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kidal"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:06.009617"
      },
      "district": "Tessalit"
    },
    {
      "id": "USR089",
      "locationName": "Safiatou's Home",
      "customer": {
        "name": "Safiatou Diarra",
        "region": "Kayes",
        "phone": "+223 60 18 40 84",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-5903",
        "saleDate": "2024-09-22",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 484,
        "avgDailyHours": 3.2,
        "lastActiveDate": "2026-01-30",
        "co2SavedKg": 195,
        "fuelSavedKg": 78,
        "status": "active"
      },
      "coordinates": {
        "latitude": 14.693316,
        "longitude": -9.611618
      },
      "secondaryCoordinates": null,
      "region": "Kayes",
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      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
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          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:08.020066"
      },
      "district": "Kéniéba"
    },
    {
      "id": "USR090",
      "locationName": "Seydou's Home",
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        "name": "Seydou Samaké",
        "region": "Kayes",
        "phone": "+223 71 89 60 52",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-5547",
        "saleDate": "2024-09-17",
        "price": 120,
        "currency": "USD"
      },
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        "fuelSavedKg": 25,
        "status": "active"
      },
      "coordinates": {
        "latitude": 13.539441,
        "longitude": -10.78746
      },
      "secondaryCoordinates": null,
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      "townContext": "Rural",
      "isCleanEnergy": true,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 12,
            "class_name": "Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
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        },
        "reasoning": [
          "GHSL SMOD: Low Density Rural (Code 12) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:10.043768"
      },
      "district": "Yélimané"
    },
    {
      "id": "USR091",
      "locationName": "Fanta's Home",
      "customer": {
        "name": "Fanta Mariko",
        "region": "Mopti",
        "phone": "+223 79 64 33 81",
        "householdSize": 11
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-3575",
        "saleDate": "2024-03-06",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
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        "longitude": -4.814357
      },
      "secondaryCoordinates": null,
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      "isCleanEnergy": true,
      "classification": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "category": "Rural",
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:12.054547"
      },
      "district": "Youwarou"
    },
    {
      "id": "USR092",
      "locationName": "Moussa's Home",
      "customer": {
        "name": "Moussa Koné",
        "region": "Mopti",
        "phone": "+223 73 25 44 13",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
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        "serialNumber": "ML-2024-9284",
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        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
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      "classification": {
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            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
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        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:14.078621"
      },
      "district": "Douentza"
    },
    {
      "id": "USR093",
      "locationName": "Cheick's Home",
      "customer": {
        "name": "Cheick Diabaté",
        "region": "Sikasso",
        "phone": "+223 70 93 22 55",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "status": "active"
      },
      "coordinates": {
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        "longitude": -6.01974
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      "secondaryCoordinates": null,
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      "classification": {
        "type": "Rural",
        "sources": {
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            "class_name": "Very Low Density Rural",
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Sikasso"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:16.097077"
      },
      "district": "Kadiolo"
    },
    {
      "id": "USR094",
      "locationName": "Souleymane's Home",
      "customer": {
        "name": "Souleymane Fofana",
        "region": "Bamako",
        "phone": "+223 62 71 84 14",
        "householdSize": 4
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
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        "price": 120,
        "currency": "USD"
      },
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        "status": "active"
      },
      "coordinates": {
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      "isCleanEnergy": true,
      "classification": {
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        "sources": {
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            "category": "Urban",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 294.46,
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            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Urban Centre (Code 30) → Urban",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 294.5 people/100m² → Urban",
          "Administrative Region: Bamako"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:18.080323"
      },
      "district": "Commune VI"
    },
    {
      "id": "USR095",
      "locationName": "Moussa's Home",
      "customer": {
        "name": "Moussa Bamba",
        "region": "Kayes",
        "phone": "+223 70 66 33 26",
        "householdSize": 8
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-5002",
        "saleDate": "2024-09-03",
        "price": 120,
        "currency": "USD"
      },
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        "status": "inactive"
      },
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            "source": "GHSL SMOD 2023 (1km resolution)"
          },
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            "category": "Rural",
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          },
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            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:20.092862"
      },
      "district": "Yélimané"
    },
    {
      "id": "USR096",
      "locationName": "Youssouf's Home",
      "customer": {
        "name": "Youssouf Sangaré",
        "region": "Mopti",
        "phone": "+223 70 94 76 20",
        "householdSize": 8
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2870",
        "saleDate": "2024-04-30",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
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      },
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          },
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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        },
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          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
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          "Administrative Region: Mopti"
        ],
        "thresholds": {
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            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
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            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:22.251893"
      },
      "district": "Youwarou"
    },
    {
      "id": "USR097",
      "locationName": "Awa's Home",
      "customer": {
        "name": "Awa Kanté",
        "region": "Kayes",
        "phone": "+223 76 73 16 79",
        "householdSize": 12
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-2610",
        "saleDate": "2025-01-22",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
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        "fuelSavedKg": 550,
        "status": "inactive"
      },
      "coordinates": {
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        "longitude": -9.519704
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      "secondaryCoordinates": null,
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      "isCleanEnergy": false,
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
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          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Kayes"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:24.254972"
      },
      "district": "Kéniéba"
    },
    {
      "id": "USR098",
      "locationName": "Ibrahim's Home",
      "customer": {
        "name": "Ibrahim Koné",
        "region": "Gao",
        "phone": "+223 62 68 83 99",
        "householdSize": 10
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-3109",
        "saleDate": "2024-06-13",
        "price": 150,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 1162,
        "avgDailyHours": 3,
        "lastActiveDate": "2026-01-27",
        "co2SavedKg": 843,
        "fuelSavedKg": 337,
        "status": "active"
      },
      "coordinates": {
        "latitude": 15.362506,
        "longitude": 1.43382
      },
      "secondaryCoordinates": null,
      "region": "Gao",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
        "type": "Rural",
        "sources": {
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            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: index 1181 is out of bounds for axis 1 with size 1000",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Gao"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:26.309873"
      },
      "district": "Bourem"
    },
    {
      "id": "USR099",
      "locationName": "Sitan's Home",
      "customer": {
        "name": "Sitan Kouyaté",
        "region": "Bamako",
        "phone": "+223 63 89 50 68",
        "householdSize": 8
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2025-9215",
        "saleDate": "2024-01-06",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 2259,
        "avgDailyHours": 4.4,
        "lastActiveDate": "2026-01-27",
        "co2SavedKg": 918,
        "fuelSavedKg": 367,
        "status": "active"
      },
      "coordinates": {
        "latitude": 12.626204,
        "longitude": -7.901331
      },
      "secondaryCoordinates": null,
      "region": "Bamako",
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        "sources": {
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            "value": 30,
            "class_name": "Urban Centre",
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          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
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            "value": 8.24,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Urban Centre (Code 30) → Urban",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 8.2 people/100m² → Rural",
          "Administrative Region: Bamako"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:28.275952"
      },
      "district": "Commune II"
    },
    {
      "id": "USR100",
      "locationName": "Dramane's Home",
      "customer": {
        "name": "Dramane Bamba",
        "region": "Mopti",
        "phone": "+223 65 44 16 27",
        "householdSize": 5
      },
      "stove": {
        "type": "CleanCook",
        "model": "CleanCook Pro",
        "serialNumber": "ML-2024-2193",
        "saleDate": "2025-01-27",
        "price": 120,
        "currency": "USD"
      },
      "usage": {
        "totalHoursOn": 712,
        "avgDailyHours": 5.6,
        "lastActiveDate": "2026-01-21",
        "co2SavedKg": 431,
        "fuelSavedKg": 172,
        "status": "active"
      },
      "coordinates": {
        "latitude": 14.53304,
        "longitude": -4.172503
      },
      "secondaryCoordinates": null,
      "region": "Mopti",
      "townContext": "Rural",
      "isCleanEnergy": false,
      "classification": {
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        "sources": {
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            "value": 11,
            "class_name": "Very Low Density Rural",
            "category": "Rural",
            "source": "GHSL SMOD 2023 (1km resolution)"
          },
          "kontur": {
            "value": 0,
            "category": "Rural",
            "source": "Kontur (no data at location)"
          },
          "worldpop": {
            "value": 0,
            "category": "Rural",
            "source": "WorldPop 2020 Constrained (100m resolution, UN-adjusted)"
          }
        },
        "reasoning": [
          "GHSL SMOD: Very Low Density Rural (Code 11) → Rural",
          "Kontur Density: 0 people/hexagon (threshold: ≥1000=Urban, ≥300=Peri-Urban) → Rural",
          "WorldPop: 0.0 people/100m² → Rural",
          "Administrative Region: Mopti"
        ],
        "thresholds": {
          "kontur": {
            "urban_min": 1000,
            "periurban_min": 300
          },
          "worldpop": {
            "urban_min": 50,
            "periurban_min": 10
          }
        },
        "classifiedAt": "2026-02-03T19:52:30.332655"
      },
      "district": "Bandiagara"
    }
  ]
}