generated 2026-10-22 12:02 UTC · data embedded in this file
MEASURED = counted from the scrape · INFERRED = estimated from review
language. Airbnb publishes no traveler demographics for a single market — occasion,
segment and demographic figures are language-based estimates, not a census.
Market snapshot MEASURED
What guests love countspolarity
What guests complain about countspolarity
Airbnb's own review tags MEASURED
Aggregated tags Airbnb itself shows on listing pages, summed across the market.
Why people travel here INFERRED
Trip occasions classified from review language (lexicon + embedding
cross-check). Shares are of reviews with text; a review can imply several occasions.
Who stays here INFERRED
Offer this — most listings don't supplydemand
Opportunity = how often guests raise a topic (weighted toward negative
mentions) × how few listings advertise the matching amenity.
Amenity prevalence MEASURED
show / hide
What moves the rating MEASURED contrast
Mention-rate difference between 4.5★+ reviews and ≤3★ reviews.
Positive = theme skews praise, negative = theme skews complaints.