{
 "meta": {
  "title": "Key Cities / Location Clusters",
  "grain": "one row per ~25km location cluster",
  "caveat": "A cluster is people-group CENTROIDS, not a settlement. place_name comes from a cited gazetteer (Nominatim/OSM, ODbL); an unnamed row is honest, not missing.",
  "internet_caveat": "Internet figures are NATIONAL. Per-city connectivity is not publicly available at this scale."
 },
 "columns": [
  {
   "title": "Place",
   "field": "place_name",
   "type": "string"
  },
  {
   "title": "Type",
   "field": "place_type",
   "type": "string"
  },
  {
   "title": "Admin area",
   "field": "admin_state",
   "type": "string"
  },
  {
   "title": "Country",
   "field": "country",
   "type": "string"
  },
  {
   "title": "ISO3",
   "field": "iso3",
   "type": "string"
  },
  {
   "title": "Region",
   "field": "region",
   "type": "string"
  },
  {
   "title": "Lat",
   "field": "lat",
   "type": "number"
  },
  {
   "title": "Lng",
   "field": "lng",
   "type": "number"
  },
  {
   "title": "People groups",
   "field": "people_group_count",
   "type": "number"
  },
  {
   "title": "Group names",
   "field": "people_groups",
   "type": "string"
  },
  {
   "title": "Languages",
   "field": "languages",
   "type": "string"
  },
  {
   "title": "UPG population",
   "field": "upg_population",
   "type": "number"
  },
  {
   "title": "Population centre",
   "field": "is_population_centre",
   "type": "boolean"
  },
  {
   "title": "Named",
   "field": "named",
   "type": "boolean"
  },
  {
   "title": "Country internet %",
   "field": "country_internet_pct",
   "type": "number"
  },
  {
   "title": "Year",
   "field": "country_internet_year",
   "type": "string"
  },
  {
   "title": "Access band",
   "field": "country_internet_access",
   "type": "string"
  },
  {
   "title": "Internet resolution",
   "field": "internet_resolution",
   "type": "string"
  },
  {
   "title": "Name source",
   "field": "name_source",
   "type": "string"
  }
 ],
 "rows": [
  {
   "place_name": "Putturu taluk",
   "place_type": "county",
   "admin_state": "Karnataka",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 12.8403,
   "lng": 75.2483,
   "people_group_count": 14,
   "people_groups": "Baira, Batada, Chaptegar, Charodi, Galada Kokani, Godda, Koraga (Korra), Kottari, Maila, Manser, Mogaveera, Pambada, Rajapuri, Vilyagaras",
   "languages": "Kannada, Konkani, Tulu, Koraga, Korra, Tamil",
   "upg_population": 195050,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Ernakulam",
   "place_type": "city",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 9.9721,
   "lng": 76.2969,
   "people_group_count": 8,
   "people_groups": "Ambalavasi, Chakkiyar, Kakkalan, Kollan, Marasari, Musari, Pulisari, Samanthan",
   "languages": "Malayalam, Tamil",
   "upg_population": 511250,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Junagadh",
   "place_type": "city",
   "admin_state": "Gujarat",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 21.523,
   "lng": 70.4574,
   "people_group_count": 7,
   "people_groups": "Bairagi (Gujarati), Garvi, Kasbati, Makrani, Sagar, Sandhai Muslims, Shravan",
   "languages": "Gujarati, Balochi, Southern, Kacchi",
   "upg_population": 589350,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Srinagar",
   "place_type": "city",
   "admin_state": "Jammu and Kashmir",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 34.0494,
   "lng": 74.7834,
   "people_group_count": 7,
   "people_groups": "Cheintz, Dhobi (Dogri), Kawoj, Kraal, Namdagur, Naqqas, Waza",
   "languages": "Dogri, Kashmiri",
   "upg_population": 29200,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Bhuj",
   "place_type": "city",
   "admin_state": "Gujarat",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 23.2461,
   "lng": 69.6708,
   "people_group_count": 6,
   "people_groups": "Agaria, Bafan, Hajjam (Gujarati), Langa, Muslim Khatri, Theba",
   "languages": "Kacchi, Gujarati",
   "upg_population": 147325,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Thiruvananthapuram",
   "place_type": "city",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 8.4993,
   "lng": 76.9453,
   "people_group_count": 6,
   "people_groups": "Ayyanavar, Bania (Malayalam), Ilayatu, Kurukkal, Muttatu, Puspakan Unni",
   "languages": "Malayalam",
   "upg_population": 219350,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Baleshwar (M)",
   "place_type": "county",
   "admin_state": "Odisha",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 21.4924,
   "lng": 86.9374,
   "people_group_count": 6,
   "people_groups": "Bairagi (Odia), Bauti, Kurunga, Sabakhia, Sinduria, Tharua",
   "languages": "Odia",
   "upg_population": 160600,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Hyderabad",
   "place_type": "city",
   "admin_state": "Telangana",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 17.4284,
   "lng": 78.4492,
   "people_group_count": 6,
   "people_groups": "Bolla, Gurika, Jains (Telugu), Moghal (Telugu), Muchi Chamar, Pambala",
   "languages": "Telugu",
   "upg_population": 567100,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Rajkot West Taluka",
   "place_type": "county",
   "admin_state": "Gujarat",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 22.2915,
   "lng": 70.7754,
   "people_group_count": 6,
   "people_groups": "Champta, Cunara, Gavli, Kathi, Nayak Muslims, Sompura Salat",
   "languages": "Gujarati, Hindi",
   "upg_population": 72900,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Palakkad",
   "place_type": "city",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 10.7855,
   "lng": 76.6516,
   "people_group_count": 6,
   "people_groups": "Erawallan, Kavara, Nasuvan, Otans, Palakad Tandans, Pisaroti",
   "languages": "Tamil, Malayalam",
   "upg_population": 54875,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Visakhapatnam",
   "place_type": "city",
   "admin_state": "Andhra Pradesh",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 17.6921,
   "lng": 83.2225,
   "people_group_count": 6,
   "people_groups": "Gavara, Godari, Konda Kammara, Kuliya, Manna Dhora, Reddi Dora",
   "languages": "Telugu, Odia",
   "upg_population": 332750,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Srikakulam",
   "place_type": "city",
   "admin_state": "Andhra Pradesh",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 18.2978,
   "lng": 83.9127,
   "people_group_count": 6,
   "people_groups": "Godagali, Pamidi, Runjalavallu, Senapathi, Yata, Yatla",
   "languages": "Odia, Telugu",
   "upg_population": 151100,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Sulthanbathery",
   "place_type": "county",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 11.6765,
   "lng": 76.1741,
   "people_group_count": 6,
   "people_groups": "Kalanadies, Kunduvadian, Thachanad Moopan, Wainadan Kader, Wainadan Pulayan, Wayanad Pathiyan",
   "languages": "Malayalam",
   "upg_population": 14950,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "ירושלים | القدس",
   "place_type": "city",
   "admin_state": "מחוז ירושלים",
   "country": "State of Palestine",
   "iso3": "PSE",
   "region": "Middle East",
   "lat": 31.7655,
   "lng": 35.2093,
   "people_group_count": 5,
   "people_groups": "Arab, Palestinian, Deaf Israelis, Deaf Palestinian Arabs, Jew, Kurdistani, Nash Didan",
   "languages": "Arabic, Levantine, Israeli Sign Language, Egyptian Sign Language, Lishana Deni, Hebrew (modern)",
   "upg_population": 3504000,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 86.6,
   "country_internet_year": "2023",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Puri",
   "place_type": "city",
   "admin_state": "Odisha",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 19.8119,
   "lng": 85.829,
   "people_group_count": 5,
   "people_groups": "Baha'i, Brahman Jyoti, Daitapati, Khadura, Oriya",
   "languages": "English, Odia",
   "upg_population": 126850,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Sambalpur",
   "place_type": "city",
   "admin_state": "Odisha",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 21.4688,
   "lng": 83.9798,
   "people_group_count": 5,
   "people_groups": "Candhai Maru, Ghantarghada, Godra, Markande Kanjia, Naksia",
   "languages": "Odia, Maithili",
   "upg_population": 23425,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Thrissur",
   "place_type": "city",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 10.5285,
   "lng": 76.2146,
   "people_group_count": 5,
   "people_groups": "Chengazhi Nambiar, Kallattu Kurup, Kootan, Padannan, Poduval",
   "languages": "Malayalam, Tamil",
   "upg_population": 21950,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Bhuj Taluka",
   "place_type": "county",
   "admin_state": "Gujarat",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 23.6808,
   "lng": 69.7584,
   "people_group_count": 5,
   "people_groups": "Jat Muslim, Kapadi, Majothi, Miyana, Raysipotra",
   "languages": "Sindhi, Gujarati, Kacchi",
   "upg_population": 695050,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Ghadeer - قدير",
   "place_type": "county",
   "admin_state": "جنوب كردفان South Kordufan",
   "country": "Sudan",
   "iso3": "SDN",
   "region": "Middle East",
   "lat": 11.0411,
   "lng": 31.0237,
   "people_group_count": 5,
   "people_groups": "Kaijen, Kenana, Kurundi, Kuwala, Logol",
   "languages": "Arabic, Sudanese",
   "upg_population": 129000,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": null,
   "country_internet_year": "",
   "country_internet_access": "unknown",
   "internet_resolution": "unknown",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Coimbatore",
   "place_type": "city",
   "admin_state": "Tamil Nadu",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 11.0049,
   "lng": 76.9626,
   "people_group_count": 5,
   "people_groups": "Mudugar, Pannadi, Perumkollar, Savalakkarar, Siviar",
   "languages": "Muthuvan, Tamil, Malayalam, Kannada",
   "upg_population": 96350,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Madikeri taluku",
   "place_type": "county",
   "admin_state": "Karnataka",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 12.2973,
   "lng": 75.7684,
   "people_group_count": 4,
   "people_groups": "Adiyan, Kolari, Koyava, Kudiya",
   "languages": "Ravula, Malayalam, Kodava, Kudiya",
   "upg_population": 35050,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 64.9,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "ເມືອງບຸນໃຕ້",
   "place_type": "county",
   "admin_state": "ຜົ້ງສາລີ",
   "country": "Lao People's Democratic Republic",
   "iso3": "LAO",
   "region": "Asia",
   "lat": 21.2179,
   "lng": 102.0188,
   "people_group_count": 4,
   "people_groups": "Akha Eurba, Akha Jipea, Akha Luma, Poussang",
   "languages": "Akha, Lao",
   "upg_population": 25800,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 65.6,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "сельское поселение Село Тлондода",
   "place_type": "municipality",
   "admin_state": "Дагестан",
   "country": "Russian Federation",
   "iso3": "RUS",
   "region": "Europe",
   "lat": 42.4958,
   "lng": 46.2267,
   "people_group_count": 4,
   "people_groups": "Akhwakh, Bagvalal, Karata, Tindi",
   "languages": "Akhvakh, Bagvalal, Karata, Tindi",
   "upg_population": 26100,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 94.4,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "景洪市",
   "place_type": "town",
   "admin_state": "云南省",
   "country": "People's Republic of China",
   "iso3": "CHN",
   "region": "Asia",
   "lat": 22.005,
   "lng": 100.8521,
   "people_group_count": 4,
   "people_groups": "Angku, Hu, Manmet, Muda",
   "languages": "Kon Keu, Hu, Man Met, Hani",
   "upg_population": 15900,
   "is_population_centre": true,
   "named": true,
   "country_internet_pct": 92,
   "country_internet_year": "2024",
   "country_internet_access": "yes",
   "internet_resolution": "country",
   "name_source": "Nominatim / OpenStreetMap",
   "name_licence": "ODbL 1.0 — © OpenStreetMap contributors"
  },
  {
   "place_name": "Ottappalam",
   "place_type": "county",
   "admin_state": "Kerala",
   "country": "India",
   "iso3": "IND",
   "region": "Asia",
   "lat": 10.8469,
   "lng": 76.2633,
   "people_group_count": 4,
   "people_groups": "Anthur Nair, Vadugan, Vilkurup, Wainadan Cetti",
   "languages": "Malayalam, Telugu",
   "upg_population": 201600,
   "is_population_centre": true,
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