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Knowledge graph

Know the property.Then the neighborhood.

How and who for the hotel job.

An open hotel graph — Wikidata, OpenStreetMap, and Harbor’s catalog — so a GM or owner can place a job, a case, or a public sale next to a named house. Attributed. Never scraped from an OTA. A labeled estimate is not an appraisal. No staged hotel photography as a property claim.

Job catalogBuy/sell deskTwo-minute estimatePublic tapesMarket foliosGeo browseChainsAmenity tagsAgent APIllms.txtSit a pilot

Open coverage · honest

200,987 hotels on the ledger

Wikidata lists 164,808 lodging items (P31 / subclass of hotel). This graph has ingested 164,800 of them, plus OSM density and Harbor seed properties. Not an OTA inventory. Progress is a count, not a claim of completeness. SAME_AS is merge edges, not the length of /hotels?hasSameAs=1. Houses with a partner is a different list.

Toward 164,808 Wikidata hotels100.0%
Hotels
200,987
Edges
984,551
SAME_AS merge edges
13,902
Chains
3,908

What is filled

  • Mapped97%
  • Brand tag6.4%
  • Website17.9%
  • Stars48.3%
  • Rooms5.9%
  • Wikipedia extract78.5%
  • Phone11.4%

Fill is a count of tagged fields on this snapshot — not completeness. Brand tag is OSM / Wikidata only, not a franchise census. Wikipedia extract is CC BY-SA. Missing tag ≠ the house lacks the fact.

By country

  1. India 20,352 country hotels · OSM 462 source houses · Wikidata 19,967 source houses · Wi-Fi 95 amenity tags · OSM 95 source houses · Wikidata 23 source houses · hotel 20,269 lodging-type tags · OSM 379 source houses · Wikidata 19,967 source houses
  2. Indonesia 13,340 country hotels · OSM 1,570 source houses · Wikidata 12,215 source houses · Wi-Fi 125 amenity tags · OSM 125 source houses · Wikidata 47 source houses · hotel 13,184 lodging-type tags · OSM 1,414 source houses · Wikidata 12,215 source houses
  3. United Kingdom 12,662 country hotels · OSM 2,533 source houses · Wikidata 10,678 source houses · Wi-Fi 697 amenity tags · OSM 697 source houses · Wikidata 180 source houses · hotel 12,310 lodging-type tags · OSM 2,181 source houses · Wikidata 10,678 source houses
  4. United States 11,806 country hotels · OSM 4,848 source houses · Wikidata 8,101 source houses · Wi-Fi 1,342 amenity tags · OSM 1,342 source houses · Wikidata 402 source houses · hotel 11,263 lodging-type tags · OSM 4,328 source houses · Wikidata 8,098 source houses
  5. Germany 9,360 country hotels · OSM 1,750 source houses · Wikidata 8,034 source houses · Wheelchair access 893 amenity tags · OSM 893 source houses · Wikidata 281 source houses · hotel 9,173 lodging-type tags · OSM 1,563 source houses · Wikidata 8,034 source houses
  6. Italy 7,202 country hotels · OSM 3,009 source houses · Wikidata 4,789 source houses · Wi-Fi 757 amenity tags · OSM 757 source houses · Wikidata 181 source houses · hotel 6,551 lodging-type tags · OSM 2,358 source houses · Wikidata 4,789 source houses
  7. Japan 7,038 country hotels · OSM 3,123 source houses · Wikidata 4,470 source houses · Wi-Fi 693 amenity tags · OSM 693 source houses · Wikidata 150 source houses · hotel 6,548 lodging-type tags · OSM 2,633 source houses · Wikidata 4,470 source houses
  8. France 6,736 country hotels · OSM 3,313 source houses · Wikidata 4,225 source houses · Wi-Fi 759 amenity tags · OSM 759 source houses · Wikidata 209 source houses · hotel 6,626 lodging-type tags · OSM 3,203 source houses · Wikidata 4,225 source houses
  9. Thailand 5,885 country hotels · OSM 2,700 source houses · Wikidata 3,634 source houses · Wi-Fi 708 amenity tags · OSM 708 source houses · Wikidata 137 source houses · hotel 4,873 lodging-type tags · OSM 1,688 source houses · Wikidata 3,634 source houses
  10. Spain 5,822 country hotels · OSM 2,204 source houses · Wikidata 4,211 source houses · Wi-Fi 647 amenity tags · OSM 647 source houses · Wikidata 238 source houses · hotel 5,242 lodging-type tags · OSM 1,624 source houses · Wikidata 4,211 source houses

199 more countries

Dense OSM metros · 160

Chip counts are OSM extract houses — not ledger city tags, not map-bubble houses, and not country hotels (Marrakech 764 ≠ 731 city tags ≠ 721 map bubble ≠ France 6,736 country hotels). Country find and metro extract still share q=. Do not fold those counts.

  1. Paris 2,056 OSM extract
  2. Istanbul 1,484 OSM extract
  3. Bangkok 1,464 OSM extract
  4. London 1,407 OSM extract
  5. Tokyo 1,209 OSM extract
  6. Bali 1,025 OSM extract
  7. Rome 901 OSM extract
  8. Seoul 833 OSM extract
  9. Dubai 781 OSM extract
  10. New York 780 OSM extract
  11. Marrakech 764 OSM extract
  12. Chiang Mai 665 OSM extract

148 more OSM extracts

Wikidata CC0 · © OpenStreetMap contributors ODbL · Wikipedia extracts CC BY-SA. No Booking or Expedia scrape. OSM 47,981 source houses · Harbor 21 source houses · merged OSM↔WD 11,794. Schema: Hotel, Chain, City, Country, Amenity, Source · LOCATED_IN, IN_COUNTRY, MEMBER_OF, OPERATED_BY, HAS_AMENITY, SAME_AS, ASSERTED_BY.

India 20,352 country hotelsIndonesia 13,340 country hotelsUnited Kingdom 12,662 country hotelsUnited States 11,785 country hotelsGermany 9,360 country hotelsItaly 7,202 country hotelsJapan 7,038 country hotelsFrance 6,736 country hotels

Skip to hotel results

United Kingdom country hotelsRemovehotel lodging-type tagsRemove

12,310 hotels · page 520

.Kip1 and 3, Bridge Street1 Elliot Terrace1 Hotel Mayfair1 Lairds Inn, Atholl Street, Dunkeld1 Lexham Gardens Hotel1 Lochness Hostel1 Old Harbour, Dunbar1 Park Road1 Windsor Villas1-2 Castle Street and 10 The Borough1-8 Holborn Viaduct and 15 Old Bailey1, 2 and 3 Nile Street, Monmouth Hotel and 16a and 17 Monmouth Place1, 2 and 3, The Square10 Bridge Street (The Commercial Hotel), Haverfordwest10 Canongate, Jedburgh10 Trinity Square100 Princes Street100 Queen's Gate Hotel London Kensington, Curio Collection by Hilton100 Queen's Gate Hotel London, Curio Collection by Hilton103, Old Street10to12 Folkestone11 Cadogan Gardens11 Cadogan Gardens11 Main Street, Auchencairn12 Castle Street (former George Hotel)13 Dark Street (The Gloster Arms Inn), Haverfordwest13 Main Street, Auchencarin130 Queen's Gate Apartments14, 16 Eglinton Street, Beith150-152 High Street, Falkirk154-156 High Street, Falkirk16 North High Street, Portsoy16, The Hard165 High Street, Arbroath1692 Wasdale17, High Street18 North High Street, Portsoy18-20 (Hotel), Learmonth Terrace, Edinburgh1863 Restaurant With Rooms19 Montgomery Street, East Kilbride19, City Walls196 Bishopsgate19B, 21 and 23, Hart Street2 Crescent Gardens Guest House2 Friar's Street and 40 Market Hill2 North Parade2 The Old Inn2, Mars Hill20 and 22, The Broadway20 North High Street, Portsoy2121222 Jermyn Street22 York Street23 Matheson Road23 Matheson Road23 St Mary's24 Royal Terrace24 Royal Terrace24-31 Grosvenor Square247london Hostel and Private Rooms25 North Street, former White Horse Inn28 Cochrane Street, Kilbirnie28 York Place29-31 Half Moon Street3 and 4, Mars Hill3 North Parade3 St Peter's Square3 The Old Inn3, 5, 7 West Bell Street, Dundee30 Upper Gray Street, Edinburgh32 and 64-66 Westbourne Terrace32 High Street, Tarporley32 Townhouse32-34 Grassmarket. White Hart Inn, Edinburgh33 and 35, Friar Street34 Market Place35-37 High Street, Montrose37 Shoregate, Crail39 and 39A, High Street

Pins = houses

80 mapped · © OpenStreetMap ODbL · Wikidata CC0 · Browse slice · Open OSM

Map plots up to 80 hotels on this filter (not only this page). Browse slice keeps those coordinates on the list. Coverage bubbles stay on the unsliced ledger — a filter without pins is a miss, not the world. © OpenStreetMap ODbL · Wikidata CC0.