# Source: tripadvisor_hotel_popularity
**Category:** human_predictions
**README generated:** 2025-10-02 12:52:18Z

## Source URL(s)
- https://www.kaggle.com/datasets/jocelyndumlao/tripadvisor-rating-impact-on-hotel-popularity

## Citation(s)
- Antipov, Evgeny; Pokryshevskaya, Elena (2020), “Robust regression discontinuity estimates of the causal effect of the TripAdvisor’s bubble rating on hotel popularity”, Mendeley Data, V1, doi: 10.17632/6t6nv9z9mm.1

## Variables (X → Y)
[Filtered by: amenities_Free breakfast, amenities_Kids pool, discount, amenities_Waterslide, amenities_Complimentary toiletries, amenities_Bottled water, amenities_Refrigerator, amenities_hotel_amenity_free_internet, class_4_5, amenities_Pets Allowed ( Dog / Pet Friendly ), amenities_Room service, amenities_Family rooms, category_specialty, amenities_Parking, amenities_Safe, amenities_Hair dryer, amenities_Clothes rack, amenities_Street parking, amenities_Coffee shop, amenities_Public wifi, amenities_amenity_free_internet_title_ad3, amenities_Wine / champagne, amenities_Fence around pool, amenities_Shared kitchen, amenities_Breakfast in the room, amenities_Free High Speed Internet (WiFi), amenities_Bath / shower, amenities_Baggage storage, amenities_Paid private parking nearby, amenities_Non-smoking hotel, amenities_Wifi, class_3_4_5, amenities_hotel_amenity_wifi, amenities_Water park, amenities_Taxi service, amenities_Private check-in / check-out, amenities_Desk, amenities_Non-smoking rooms, amenities_Fax / photocopying, amenities_Iron, amenities_Dry cleaning, amenities_24-hour front desk, amenities_Babysitting, amenities_Car hire, amenities_Housekeeping, amenities_Laundry service, amenities_Restaurant, amenities_Internet, amenities_Soundproof rooms, amenities_Flatscreen TV, amenities_Bar / lounge, amenities_Airport transportation, amenities_Electric blanket, amenities_hotel_amenity_internet, amenities_Express check-in / check-out, amenities_hotel_amenity_free_breakfast, amenities_Paid public parking nearby, category_hotel, amenities_Wake-up service / alarm clock, amenities_Children Activities (Kid / Family Friendly), amenities_Bicycle rental, amenities_Minibar, amenities_Coffee / tea maker, amenities_Telephone, amenities_Shuttle bus service, amenities_Concierge, amenities_Free internet, amenities_Kitchenette, award_cert_excellence, amenities_Saltwater pool, amenities_Casino and Gambling, amenities_Shared lounge / TV area, amenities_Ironing service, amenities_Breakfast available, category_inn, amenities_Allergy-free room, amenities_Suites, amenities_Air conditioning, amenities_Meeting rooms, amenities_Breakfast buffet, amenities_Newspaper]

- discount_perc → n_reviews
- price(price_curr_min,price_max,price_min) → n_reviews

## Causal reasoning

Hotel pricing and discounts lead to different hotel experiences that can reflect in the number of reviews.
