{
  "schemaVersion": 1,
  "total": 4251,
  "filenameReferenceDate": "2025-12-31",
  "retrieved": "2026-10-17",
  "sourceSha256": "93ea8df427c8f00cdae08f244a23de7ab2a745b6206c85d0abc2d0c8025cfe9e",
  "categories": [
    {
      "id": "laundry",
      "source": "무인빨래방",
      "label": "Laundry",
      "ko": "빨래방",
      "tagline": "Self-service washing and drying.",
      "count": 1165
    },
    {
      "id": "study",
      "source": "무인스터디카페",
      "label": "Study cafés",
      "ko": "스터디카페",
      "tagline": "Paid study spaces.",
      "count": 1087
    },
    {
      "id": "icecream",
      "source": "무인판매점(아이스크림)",
      "label": "Ice cream",
      "ko": "아이스크림",
      "tagline": "Packaged ice cream with self-checkout.",
      "count": 928
    },
    {
      "id": "coffee",
      "source": "무인판매점(카페)",
      "label": "Coffee",
      "ko": "카페",
      "tagline": "Self-service coffee shops.",
      "count": 568
    },
    {
      "id": "photo",
      "source": "무인사진관",
      "label": "Photo booths",
      "ko": "사진관",
      "tagline": "Self-service photo studios.",
      "count": 374
    },
    {
      "id": "meal",
      "source": "무인판매점(밀키트)",
      "label": "Meal kits",
      "ko": "밀키트",
      "tagline": "Meal kits to cook at home.",
      "count": 129
    }
  ],
  "districts": [
    {
      "id": "dobong",
      "name": "Dobong",
      "ko": "도봉구",
      "total": 158,
      "counts": {
        "laundry": 14,
        "study": 31,
        "icecream": 65,
        "coffee": 35,
        "photo": 2,
        "meal": 11
      },
      "uniqueTotal": 157,
      "uniqueCounts": {
        "laundry": 14,
        "study": 31,
        "icecream": 64,
        "coffee": 35,
        "photo": 2,
        "meal": 11
      }
    },
    {
      "id": "dongdaemun",
      "name": "Dongdaemun",
      "ko": "동대문구",
      "total": 152,
      "counts": {
        "laundry": 41,
        "study": 40,
        "icecream": 39,
        "coffee": 20,
        "photo": 5,
        "meal": 7
      },
      "uniqueTotal": 148,
      "uniqueCounts": {
        "laundry": 39,
        "study": 40,
        "icecream": 37,
        "coffee": 20,
        "photo": 5,
        "meal": 7
      }
    },
    {
      "id": "dongjak",
      "name": "Dongjak",
      "ko": "동작구",
      "total": 196,
      "counts": {
        "laundry": 67,
        "study": 63,
        "icecream": 43,
        "coffee": 11,
        "photo": 11,
        "meal": 1
      },
      "uniqueTotal": 196,
      "uniqueCounts": {
        "laundry": 67,
        "study": 63,
        "icecream": 43,
        "coffee": 11,
        "photo": 11,
        "meal": 1
      }
    },
    {
      "id": "eunpyeong",
      "name": "Eunpyeong",
      "ko": "은평구",
      "total": 93,
      "counts": {
        "laundry": 26,
        "study": 0,
        "icecream": 18,
        "coffee": 41,
        "photo": 1,
        "meal": 7
      },
      "uniqueTotal": 87,
      "uniqueCounts": {
        "laundry": 22,
        "study": 0,
        "icecream": 18,
        "coffee": 39,
        "photo": 1,
        "meal": 7
      }
    },
    {
      "id": "gangbuk",
      "name": "Gangbuk",
      "ko": "강북구",
      "total": 127,
      "counts": {
        "laundry": 31,
        "study": 32,
        "icecream": 39,
        "coffee": 17,
        "photo": 5,
        "meal": 3
      },
      "uniqueTotal": 126,
      "uniqueCounts": {
        "laundry": 31,
        "study": 32,
        "icecream": 39,
        "coffee": 16,
        "photo": 5,
        "meal": 3
      }
    },
    {
      "id": "gangdong",
      "name": "Gangdong",
      "ko": "강동구",
      "total": 301,
      "counts": {
        "laundry": 75,
        "study": 86,
        "icecream": 72,
        "coffee": 47,
        "photo": 7,
        "meal": 14
      },
      "uniqueTotal": 299,
      "uniqueCounts": {
        "laundry": 74,
        "study": 86,
        "icecream": 72,
        "coffee": 46,
        "photo": 7,
        "meal": 14
      }
    },
    {
      "id": "gangnam",
      "name": "Gangnam",
      "ko": "강남구",
      "total": 250,
      "counts": {
        "laundry": 61,
        "study": 96,
        "icecream": 12,
        "coffee": 24,
        "photo": 52,
        "meal": 5
      },
      "uniqueTotal": 247,
      "uniqueCounts": {
        "laundry": 61,
        "study": 95,
        "icecream": 12,
        "coffee": 24,
        "photo": 50,
        "meal": 5
      }
    },
    {
      "id": "gangseo",
      "name": "Gangseo",
      "ko": "강서구",
      "total": 332,
      "counts": {
        "laundry": 114,
        "study": 74,
        "icecream": 74,
        "coffee": 48,
        "photo": 11,
        "meal": 11
      },
      "uniqueTotal": 330,
      "uniqueCounts": {
        "laundry": 114,
        "study": 74,
        "icecream": 74,
        "coffee": 46,
        "photo": 11,
        "meal": 11
      }
    },
    {
      "id": "geumcheon",
      "name": "Geumcheon",
      "ko": "금천구",
      "total": 109,
      "counts": {
        "laundry": 23,
        "study": 26,
        "icecream": 50,
        "coffee": 5,
        "photo": 4,
        "meal": 1
      },
      "uniqueTotal": 109,
      "uniqueCounts": {
        "laundry": 23,
        "study": 26,
        "icecream": 50,
        "coffee": 5,
        "photo": 4,
        "meal": 1
      }
    },
    {
      "id": "guro",
      "name": "Guro",
      "ko": "구로구",
      "total": 19,
      "counts": {
        "laundry": 3,
        "study": 0,
        "icecream": 6,
        "coffee": 5,
        "photo": 5,
        "meal": 0
      },
      "uniqueTotal": 19,
      "uniqueCounts": {
        "laundry": 3,
        "study": 0,
        "icecream": 6,
        "coffee": 5,
        "photo": 5,
        "meal": 0
      }
    },
    {
      "id": "gwanak",
      "name": "Gwanak",
      "ko": "관악구",
      "total": 381,
      "counts": {
        "laundry": 163,
        "study": 75,
        "icecream": 77,
        "coffee": 34,
        "photo": 24,
        "meal": 8
      },
      "uniqueTotal": 368,
      "uniqueCounts": {
        "laundry": 154,
        "study": 75,
        "icecream": 74,
        "coffee": 33,
        "photo": 24,
        "meal": 8
      }
    },
    {
      "id": "gwangjin",
      "name": "Gwangjin",
      "ko": "광진구",
      "total": 226,
      "counts": {
        "laundry": 52,
        "study": 43,
        "icecream": 79,
        "coffee": 12,
        "photo": 30,
        "meal": 10
      },
      "uniqueTotal": 224,
      "uniqueCounts": {
        "laundry": 52,
        "study": 43,
        "icecream": 77,
        "coffee": 12,
        "photo": 30,
        "meal": 10
      }
    },
    {
      "id": "jongno",
      "name": "Jongno",
      "ko": "종로구",
      "total": 51,
      "counts": {
        "laundry": 8,
        "study": 11,
        "icecream": 4,
        "coffee": 2,
        "photo": 26,
        "meal": 0
      },
      "uniqueTotal": 49,
      "uniqueCounts": {
        "laundry": 8,
        "study": 10,
        "icecream": 4,
        "coffee": 2,
        "photo": 25,
        "meal": 0
      }
    },
    {
      "id": "jung",
      "name": "Jung",
      "ko": "중구",
      "total": 36,
      "counts": {
        "laundry": 7,
        "study": 3,
        "icecream": 8,
        "coffee": 8,
        "photo": 9,
        "meal": 1
      },
      "uniqueTotal": 36,
      "uniqueCounts": {
        "laundry": 7,
        "study": 3,
        "icecream": 8,
        "coffee": 8,
        "photo": 9,
        "meal": 1
      }
    },
    {
      "id": "jungnang",
      "name": "Jungnang",
      "ko": "중랑구",
      "total": 116,
      "counts": {
        "laundry": 38,
        "study": 35,
        "icecream": 30,
        "coffee": 9,
        "photo": 3,
        "meal": 1
      },
      "uniqueTotal": 114,
      "uniqueCounts": {
        "laundry": 38,
        "study": 34,
        "icecream": 30,
        "coffee": 8,
        "photo": 3,
        "meal": 1
      }
    },
    {
      "id": "mapo",
      "name": "Mapo",
      "ko": "마포구",
      "total": 193,
      "counts": {
        "laundry": 49,
        "study": 51,
        "icecream": 23,
        "coffee": 15,
        "photo": 51,
        "meal": 4
      },
      "uniqueTotal": 192,
      "uniqueCounts": {
        "laundry": 48,
        "study": 51,
        "icecream": 23,
        "coffee": 15,
        "photo": 51,
        "meal": 4
      }
    },
    {
      "id": "nowon",
      "name": "Nowon",
      "ko": "노원구",
      "total": 264,
      "counts": {
        "laundry": 42,
        "study": 83,
        "icecream": 54,
        "coffee": 70,
        "photo": 10,
        "meal": 5
      },
      "uniqueTotal": 259,
      "uniqueCounts": {
        "laundry": 41,
        "study": 83,
        "icecream": 53,
        "coffee": 67,
        "photo": 10,
        "meal": 5
      }
    },
    {
      "id": "seocho",
      "name": "Seocho",
      "ko": "서초구",
      "total": 143,
      "counts": {
        "laundry": 50,
        "study": 53,
        "icecream": 8,
        "coffee": 8,
        "photo": 20,
        "meal": 4
      },
      "uniqueTotal": 142,
      "uniqueCounts": {
        "laundry": 49,
        "study": 53,
        "icecream": 8,
        "coffee": 8,
        "photo": 20,
        "meal": 4
      }
    },
    {
      "id": "seodaemun",
      "name": "Seodaemun",
      "ko": "서대문구",
      "total": 180,
      "counts": {
        "laundry": 52,
        "study": 71,
        "icecream": 25,
        "coffee": 21,
        "photo": 9,
        "meal": 2
      },
      "uniqueTotal": 177,
      "uniqueCounts": {
        "laundry": 52,
        "study": 68,
        "icecream": 25,
        "coffee": 21,
        "photo": 9,
        "meal": 2
      }
    },
    {
      "id": "seongbuk",
      "name": "Seongbuk",
      "ko": "성북구",
      "total": 161,
      "counts": {
        "laundry": 46,
        "study": 34,
        "icecream": 47,
        "coffee": 18,
        "photo": 9,
        "meal": 7
      },
      "uniqueTotal": 154,
      "uniqueCounts": {
        "laundry": 45,
        "study": 34,
        "icecream": 44,
        "coffee": 16,
        "photo": 9,
        "meal": 6
      }
    },
    {
      "id": "seongdong",
      "name": "Seongdong",
      "ko": "성동구",
      "total": 107,
      "counts": {
        "laundry": 30,
        "study": 16,
        "icecream": 29,
        "coffee": 13,
        "photo": 15,
        "meal": 4
      },
      "uniqueTotal": 107,
      "uniqueCounts": {
        "laundry": 30,
        "study": 16,
        "icecream": 29,
        "coffee": 13,
        "photo": 15,
        "meal": 4
      }
    },
    {
      "id": "songpa",
      "name": "Songpa",
      "ko": "송파구",
      "total": 306,
      "counts": {
        "laundry": 90,
        "study": 134,
        "icecream": 32,
        "coffee": 27,
        "photo": 15,
        "meal": 8
      },
      "uniqueTotal": 306,
      "uniqueCounts": {
        "laundry": 90,
        "study": 134,
        "icecream": 32,
        "coffee": 27,
        "photo": 15,
        "meal": 8
      }
    },
    {
      "id": "yangcheon",
      "name": "Yangcheon",
      "ko": "양천구",
      "total": 46,
      "counts": {
        "laundry": 6,
        "study": 9,
        "icecream": 8,
        "coffee": 19,
        "photo": 4,
        "meal": 0
      },
      "uniqueTotal": 46,
      "uniqueCounts": {
        "laundry": 6,
        "study": 9,
        "icecream": 8,
        "coffee": 19,
        "photo": 4,
        "meal": 0
      }
    },
    {
      "id": "yeongdeungpo",
      "name": "Yeongdeungpo",
      "ko": "영등포구",
      "total": 201,
      "counts": {
        "laundry": 55,
        "study": 4,
        "icecream": 65,
        "coffee": 49,
        "photo": 14,
        "meal": 14
      },
      "uniqueTotal": 194,
      "uniqueCounts": {
        "laundry": 55,
        "study": 4,
        "icecream": 61,
        "coffee": 46,
        "photo": 14,
        "meal": 14
      }
    },
    {
      "id": "yongsan",
      "name": "Yongsan",
      "ko": "용산구",
      "total": 103,
      "counts": {
        "laundry": 22,
        "study": 17,
        "icecream": 21,
        "coffee": 10,
        "photo": 32,
        "meal": 1
      },
      "uniqueTotal": 101,
      "uniqueCounts": {
        "laundry": 21,
        "study": 17,
        "icecream": 20,
        "coffee": 10,
        "photo": 32,
        "meal": 1
      }
    }
  ],
  "audit": {
    "repeatedTriples": 57,
    "excessRepeatedRows": 64,
    "uniqueTriples": 4187,
    "trimmedUniqueTriples": 4183,
    "whitespacePaddedCells": 60,
    "namesInMultipleCategories": 3,
    "missingValues": 0,
    "addressesAvailable": false,
    "sequenceMin": 1,
    "sequenceMax": 4251
  },
  "provenance": {
    "source": "https://data.seoul.go.kr/dataList/OA-22899/S/1/datasetView.do",
    "newerCatalog": "https://data.seoul.go.kr/dataList/OA-23054/S/1/datasetView.do",
    "sourcePublication": "2026-04-06",
    "fileModification": "2026-04-29",
    "newerCatalogPublication": "2026-09-30",
    "newerCatalogCount": 4251,
    "identityWithNewerCatalog": "unverified: no newer file attached",
    "scope": "Surveyed records in six categories, not a census or verified unique outlets",
    "dateCaveat": "2025-12-31 comes from filename; fieldwork dates are not supplied"
  }
}