#1 Eurostat Data Browser
Eurostat – Capacity of Tourist Accommodation (tour_cap_nat)
- Coverage
- 26 reporting EU member states
Industry hub · Hotels, resorts & cruise lines data provider
Hotels, Resorts & Cruise Lines Data: Accommodation Capacity, Booking-Level Demand and Live Fleet Tracking
Datadory covers hotels, resorts & cruise lines data provider with 10 datasets spanning Eurostat – Capacity of Tourist Accommodation (tour_cap_nat) , Eurostat – Nights Spent at Tourist Accommodation (tour_occ_arn2) and Hotel Booking Demand (Kaggle – 119k Portuguese Hotel Bookings) . Delivered daily, weekly, or hourly — your call.
10 datasets 6 publishers Delivery: API, files, or your warehouse. Daily, weekly, or hourly.
The manifest
Every catch in this slice, ranked by our quality rubric — depth of documentation, freshness, breadth. Pick one, sample it, ship it.
#2 Eurostat Data Browser
Eurostat – Nights Spent at Tourist Accommodation (tour_occ_arn2)
- Coverage
- EU member states (26 reporting)
#3 Kaggle (Antonio et al.)
Hotel Booking Demand (Kaggle – 119k Portuguese Hotel Bookings)
- Coverage
- Two properties in Portugal - one resort hotel (H1) and…
#4
US NTTO I-94 International Visitor Arrivals Program
- Coverage
- United States as destination
#5 World Bank Data / UN Tourism
World Bank – International Tourism Arrivals (ST.INT.ARVL)
- Coverage
- Roughly 265 World Bank economies and aggregates -…
#6
OpenStreetMap Hotels via Overpass Turbo
- Coverage
- Worldwide wherever mapped - every continent represented…
Plus 6 more in this slice — each with its field dictionary and sample rows on its own page.
The lay of the water
Where hotels, resorts & cruise lines data provider data actually comes from.
Pick your catch
Three to start with. The rest of the board is above.
Hotels, resorts & cruise lines data provider 26 reporting EU member states · 1990 to latest reference year
Eurostat – Capacity of Tourist Accommodation (tour_cap_nat)
freq · accomunit · unit …+4 more
Hotels, resorts & cruise lines data provider EU member states (26 reporting) · Populated annually 1990 through 2025
Eurostat – Nights Spent at Tourist Accommodation (tour_occ_arn2)
freq · c_resid · unit …+4 more
Hotels, resorts & cruise lines data provider Two properties in Portugal - one… · Booking arrivals July 2015 through…
Hotel Booking Demand (Kaggle – 119k Portuguese Hotel Bookings)
hotel · is_canceled · lead_time …+29 more
Hotels, resorts & cruise lines data provider United States as destination · Country-of-residence series 2000 to…
US NTTO I-94 International Visitor Arrivals Program
Month / Quarter · World Region / Country of Residence · Rank …+9 more
Hotels, resorts & cruise lines data provider Roughly 265 World Bank economies and… · Year columns reach into the mid-2020s
World Bank – International Tourism Arrivals (ST.INT.ARVL)
Country Name · Country Code · Indicator Name …+2 more
Hotels, resorts & cruise lines data provider Worldwide wherever mapped - every… · Living current-state picture…
OpenStreetMap Hotels via Overpass Turbo
type · id · lat …+13 more
Hotels, resorts & cruise lines data provider EU member states plus EFTA and… · Reference years led by 2024, monthly…
Eurostat Tourism Statistics Explained Hub
Indicator · Dataset code · geo …+2 more
Hotels, resorts & cruise lines data provider ~265 World Bank economies and aggregates · Year columns 1960-2023
World Bank – International Tourism Receipts (ST.INT.RCPT.CD)
country_name · country_code · indicator_name …+2 more
Hotels, resorts & cruise lines data provider Global - ocean, expedition, river and… · Current itineraries plus published…
CruiseMapper – Ship Tracker, Schedules & Fleet Database
Ship name · Cruise line · Owner …+12 more
Hotels, resorts & cruise lines data provider United Kingdom as destination and… · Historical series back to the 1960s
UK ONS – Tourism Industry & Accommodation Services
Period · Visits · Earnings/Expenditure …+2 more
Hotels, resorts & cruise lines data provider United States - federal publishers… · Historical series reaching back to…
Data.gov Catalog – Telecommunications & Carrier Datasets
dcat.title · dcat.description · dcat.publisher.name …+11 more
Hotels, resorts & cruise lines data provider EU member states plus… · Per-record issued and modified dates…
EU Open Data Portal – Telecommunications Carrier Datasets
id · title · description …+11 more
Who fishes here
- Competitive Intelligence & Product Teams Hotels, resorts & cruise lines data for competitive intel product teams starts with Booking.
- Data Scientists & ML Engineers
- Developers & Data-Product Builders
- E-commerce Operators Hotels, resorts & cruise lines data for e-commerce operators leads with three travel-commerce rails — the Booking.
- Investors & Quant Researchers Hotels, resorts & cruise lines data for investors and quant researchers splits into demand statistics and supply trackers: US NTTO I-94 visitor arrivals, Eurostat nights spent, World Bank arrivals and receipts, and Cruise Industry News' 2026-2039 berth orderbook.
- Journalists, Academics & Students Hotels, resorts & cruise lines data for journalists and academics starts with official statistics you can cite by name: Eurostat’s tour_cap_nat and tour_occ_arn2, the World Bank’s ST.
- Market Researchers & Consultants Hotels, resorts & cruise lines data for market researchers starts with official statistics: Eurostat's tour_cap_nat bed-place census and tour_occ_arn2 nights series, World Bank arrivals and receipts across roughly 265 economies, NTTO I-94 US inbound counts and CruiseMapper's 1,531-ship fleet database.
- Sales & Growth Teams
Frequently asked questions
Where can I get booking-level data for training cancellation and revenue-management models?
The Hotel Booking Demand panel is the standard starting point: 119,390 individual reservations from one resort property and one city property in Portugal, arrivals July 2015 through August 2017, with 32 fields covering lead time, arrival date, stay length, guest counts, ADR, deposit type and cancellation status. One row per booking means labels and features arrive on the same line, ready for a first model the day the sample lands.
Where do European hotel occupancy and nights-spent figures come from?
From the Eurostat regional tourism demand series: arrivals and nights spent at tourist accommodation establishments by NUTS 2 region, splitting resident from non-resident guests and hotels from holiday accommodation and camping grounds. The annual table holds 286,182 observations across 561 geography codes from 1990 to 2025, and a monthly sibling series adds roughly 308,952 more observations for higher-frequency monitoring.
How can I track cruise ships, itineraries and port calls?
Through the CruiseMapper fleet database: 1,531 passenger ships with specifications and tonnage, live ship-tracking positions, current itineraries and published future schedules extending to April 2028, plus profiles for 2,301 ports across every cruise region and per-operator fleet pages covering roughly 30 ocean lines and 12 river lines. Granularity runs per ship, per sailing and per port call.
How many hotel beds does each European country have?
The Eurostat capacity census answers directly: it counts tourist accommodation establishments, bedrooms and bed-places annually by country and accommodation type - NACE I551 hotels, I552 holiday and short-stay accommodation, I553 camping grounds and RV parks - across EU, EFTA and candidate countries from 1990 onward, 24,765 observations in total. Reading the I551 cut alone isolates the classic hotel stock from the rest of the market.
Where do US international visitor arrival statistics come from?
From the National Travel and Tourism Office I-94 program, built on arrival records covering more than 355 million travelers and broken out by country of residence, visa class, port of entry, mode of travel and first intended address, month after month since 2000. Each release ships twenty-plus pre-formatted tables, which is why it remains the backbone of any US inbound-demand forecast.
Is there a usable global database of hotel locations?
Yes - the mapped accommodation extract. Taginfo counted 452,341 objects tagged tourism=hotel as of August 2026, alongside 329 tagged resorts and hundreds of thousands of hostels, guest houses and apartments, each carrying name, stars, rooms, beds, address, phone and website tags wherever mappers recorded them. Coverage is strongest in Europe and North America and thins elsewhere, so treat density as signal rather than ground truth in sparse markets.
How do I estimate revenue per visitor rather than just counting arrivals?
Pair the two World Bank indicators on the same country-year grid: arrivals (ST.INT.ARVL) for volume, receipts in current US$ (ST.INT.RCPT.CD) for value, roughly 265 economies each. Dividing one by the other yields spend per arrival; tracking that ratio over time separates markets growing through volume from markets growing through yield - the difference between adding heads and raising rates.
See the rows before you commit
Any catch on this board, sampled against your own question. API, files, or your warehouse. Daily, weekly, or hourly..