spb/wp4_uqo

1# Raw data — Airbnb search-result cards, Quebec23| Item | Value |4|---|---|5| Source | Scrape of Airbnb's public search pages for the province of Quebec (listing cards). **Not** an Inside Airbnb extract: no room type, host ID, amenity list, cleaning fee, minimum stay or calendar. |6| Raw file | `cleaned_dataset_sample.csv` (5,000 cards × 19 fields: name, city, property_type, price_numeric, price_category, rating, rating_category, bedrooms, bathrooms, guests_count, amenities_count, num_images, num_reviews, quality_score, is_superhost, is_guest_favorite, pets_allowed, lat, long). The raw file is **not available** (absent from this repository, from the laptop and from the cluster as of 2026-10-17). |7| Committed derivative | `data/processed/airbnb_clean_wp5.parquet` — the 3,456 priced cards, as cleaned by the companion paper UQO WP 5 (`02_clean_airbnb.py`: price winsorised at p1/p99 = $30.96 / $18,205, missing ratings median-imputed, missing review counts set to 0, city names standardised). This is the only local copy of the data and the input of `scripts/10_revision_reanalysis.py`, which reverses the rating imputation and repairs bathrooms/bedrooms from the card title. |8| Collection date | Early 2026; the file carries no timestamp. Same 5,000 cards as WP 5 (rental extraction dated 8 January 2026). |9| Known defects | Displayed price is bimodal: 26.5 % of priced cards show a multi-night stay total (≈ 23 nights) instead of a nightly rate; `bathrooms = 0` whenever the title qualifies the bath (shared/private/half); studios have `bedrooms = 0`; 50 titles served in German with decimal-comma ratings truncated to 4.0 in the `rating` field; `quality_score` is a scraper composite of reviews, badges and photos. |10| Analysis sample | 2,480 cards classified in the nightly-price regime (`data/processed/analysis_sample.csv`, written by the script). |11| Licence / ethics | Publicly displayed listing information; no personal data beyond what the platform shows on search cards; no host identifiers. |12