Hotel History and Changes

The data has been released every month since January 2025, and each release is compared with the one before. That gives every hotel a history: when it was first seen, when it was last confirmed, whether and when it closed, and which of its facts changed in which month.

How changes are detected

Each monthly release is matched place by place to the previous release. A changed value becomes a change record with its month (cycle_month). A place missing from a single release is treated as a data gap, not a closure: a closure is recorded only when the place is marked closed. Read more in the methodology.

Hotel-level fields

History columns per hotel
ColumnMeaningAvailability
first_seen_monthFirst monthly release containing the hotel.in sample
last_seen_monthLatest monthly release containing the hotel.in sample
last_confirmed_monthLatest release in which the hotel was confirmed operating.in sample
closed_monthRelease in which the hotel was first marked closed.in sample
continuity_monthsNumber of monthly releases containing the hotel.in sample
lifecycle_stageLifecycle stage derived from the monthly history.in sample
status_historyOperating status by month.in sample
name_historyPrevious names with the month they changed.in sample
amenities_addedAmenities added since the previous release (also amenities_removed, attributes_added/removed, languages_added/removed).in sample
facts_change_timelineMonth-by-month list of changed facts.in sample
rating_trend_12mChange in rating over the last 12 months.in sample
reviews_gained_last_monthReviews added since the previous release.in sample
reviews_gained_all_timeReviews added since the hotel was first seen.in sample

Neighbourhood fields

Neighbourhood change columns
ColumnMeaningAvailability
nearby_openings_*Places that opened nearby, by period.in sample
nearby_closures_*Places that closed nearby, by period.in sample
neighbourhood_momentum_12mBalance of openings and closures nearby over 12 months.in sample
possible_replacementsPlaces that may have replaced a closed place at the same spot.in sample

What the sample shows

The Hotel changes sheet of the sample holds 1,915 change records for the 250 hotels.

Change records in the sample, by type
Change typeMeaningRecords
field_changedA field value changed since the previous release.1,628
field_addedA field gained a value it did not have before.273
first_listedThe hotel appeared for the first time.10
reopenedA hotel marked closed was operating again.2
closedThe hotel was marked closed.2
Most-changed fields in the sample
FieldChanges
amenities623
website337
rating253

See the monthly release log, and the guide Track hotel openings and closures.

Uses

See it in the free sample

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