Catalog / Hotels & Tourism

Hotels & Tourism data feeds

Occupancy, rate, and booking-pace signals across hotels and short-term rentals, ahead of quarterly RevPAR prints.

total in this domain

free / public

🔒 locked

Public feeds

Disney World wait-time compression index

Queue-Times.com API (aggregates Disney park app data) or ThemeParks.wiki open API

crowd density at flagship US parks leads discretionary travel spend; sudden wait collapses signal demand air-pocket ahead of official attendance/earnings prints → Disney (DIS) parks segment, consumer discretionary sentiment

PREMIUMintradayban:lowtB

Bangkok hotel rate grid

Booking.com search results for fixed hotel IDs (or Agoda, HQ'd Singapore, region-native)

Thai tourism is a swing factor for baht and regional consumer spend; rate decay/inflation on a fixed date-grid leads official Thai tourism ministry arrival counts by weeks → THB, Thai tourism receipts, Minor International/Central Plaza REIT

PREMIUMdailyban:hightC

Dubai luxury hotel ADR grid

Booking.com / hotel direct-booking JSON widgets

Dubai luxury demand tracks Gulf petro-wealth cycle and Russian/Indian/Chinese elite travel flows in near-realtime, ahead of DTCM's quarterly stats → UAE tourism GDP contribution, Emaar Properties, DXB traffic

PREMIUMdailyban:hightC

Airbnb new-listing velocity by US metro

Airbnb public search/sitemap XML or AirDNA free sample data

new supply entering a metro leads local rent-inflation reversals and STR-regulation political pressure; front-runs city council STR ordinance news cycles → local housing/rent CPI components, hotel REITs in same metro (regional)

FREEweeklyban:hightC

Airbnb calendar occupancy proxy (blocked-night ratio)

Airbnb public calendar API endpoint (unauthenticated, used by the site itself)

forward occupancy on the calendar is a real-time leading indicator of metro visitor demand, weeks ahead of STR tax-receipt releases → metro tourism tax revenue, local hotel RevPAR

FREEintradayban:hightC

Cruise cabin spot-price tracker (Caribbean 7-day sailings)

Royal Caribbean & Carnival public booking-engine JSON (used by their own site search)

cruise lines dynamically reprice unsold cabins daily as a direct load-factor signal; last-minute price collapses lead earnings-call yield commentary by weeks → RCL, CCL, NCLH stock, load factor / yield guidance

FREEdailyban:mediumtB

US national park entrance vehicle counts

NPS IRMA Stats / NPS Visitor Use Statistics public portal (data.gov feed)

official gov visitor counts are a lagging but zero-noise ground-truth series to calibrate faster proxy signals (queue times, campsite scarcity) against → gateway-town lodging tax receipts, outdoor recreation retail

FREEmonthlyban:nonetA

TSA checkpoint throughput

TSA.gov official daily throughput data (tsa.gov/travel/passenger-volumes)

the single cleanest daily leading indicator of US air-travel demand, released with only a 1-day lag; feeds directly into airline and hotel-occupancy expectations → airline stocks (DAL/UAL/LUV), US hotel RevPAR

FREEdailyban:nonetA

Vacation-rental cleaning/service-fee inflation tracker

Vrbo public search JSON + Airbnb search JSON

platforms quietly raise ancillary fees during demand booms and cut them during softness before touching headline nightly rates — an early, unwatched margin/demand tell → Airbnb (ABNB) take-rate/ADR trajectory, Expedia (Vrbo)

FREEweeklyban:hightC

Las Vegas Strip hotel rate grid

MGM Resorts/Caesars direct booking JSON, or Booking.com fixed hotel IDs

Vegas ADR is a real-time read on both leisure and convention demand; dynamic pricing reacts to convention calendar and consumer confidence faster than any public index → MGM, CZR, LVS stock, Clark County gaming tax receipts

PREMIUMdailyban:hightC

STR/CoStar weekly hotel data press-release scrape

STR (CoStar) public press release page / Hotel News Now

STR is the industry-standard paid dataset, but its summary press releases are free and public — a lagged but authoritative confirmation series to backtest faster proxies against → hotel REITs (HST, PK, RHP), lodging CPI component

FREEintradayban:lowtA

Airbnb price-per-night city index (fixed 4-week-out date)

Airbnb public search API (used by site's own search UI)

a rolling 4-week-forward window captures true near-term demand pricing (not stale historical averages like commodity vendors sell), city-by-city comparability nobody assembles at this granularity for free → city-level tourism-driven local CPI, ABNB revenue mix

FREEdailyban:hightC

Mexico all-inclusive resort rate grid (Cancun/Riviera Maya)

Expedia/Booking.com fixed hotel IDs, or resort-chain direct sites (Palace Resorts, RIU)

Riviera Maya pricing is a direct read on US snowbird/spring-break demand and a leading indicator for Mexican peso tourism receipts → MXN, Grupo Posadas, Mexican tourism GDP

PREMIUMdailyban:hightC

US ski resort lift-ticket dynamic-price tracker

Vail Resorts (Epic) / Alterra (Ikon) direct ticket-purchase JSON

dynamic lift pricing reacts to real-time demand/snow conditions; pricing trajectory into peak weekends leads Vail Resorts (MTN) same-store visitation commentary → MTN stock, ski-town lodging tax receipts

PREMIUMdailyban:mediumtB

Snow-report webcam/base-depth cross-reference for resort towns

OnTheSnow.com or resort official snow-report APIs

snow-report data itself is commodity, but pairing it live with same-day lodging-rate reaction creates an uncontested elasticity signal (how fast pricing responds to a snowstorm) → ski-town REVPAR, MTN/Alterra visitation

FREEdailyban:lowtB

Wat Pho/Grand Palace Bangkok foreign-ticket queue webcam

Bangkok tourism authority public webcam feed or on-site crowd imagery

visual queue-length at a single iconic paid site is a zero-cost, non-scrapeable-ban physical proxy for daily foreign arrival intensity in Thailand's most tourism-exposed city → Thai tourism arrivals, THB

FREEintradayban:nonetC

Locked — held back

Redacted and held back — our highest-signal feeds plus anything with compliance restrictions. Not for sale yet. The FREE and PREMIUM tiers are on pricing.