UQO Working Paper No. 2 — Decoding Real Estate Descriptions: text-based hedonic analysis of housing listings.
1variable,label,corr_minilm_multilingual,mean_fr_multi,mean_en_multi2sim_luxe,Luxury,0.5034177762240634,0.45920363,0.403359533sim_entree_de_gamme,Entry-Level,0.33197025341753233,0.2877104,0.247050544sim_renove,Renovated,0.4182927453983366,0.3294325,0.266099725sim_a_renover,Needs Renovation,0.5394952671467899,0.28623343,0.205580826sim_lumineux_spacieux,Bright & Spacious,0.4959277588481052,0.5117897,0.480743687sim_terrain_nature,Land & Nature,0.4773845218592132,0.5281967,0.50079318sim_vue_panoramique,Panoramic View,0.5118039289856126,0.38571015,0.36430389sim_localisation_premium,Premium Location,0.4062693951666361,0.4114835,0.3658841610sim_tranquillite,Quiet & Peaceful,0.4287050140536155,0.43674755,0.4182721411sim_revenu_investissement,Income/Investment,0.33357090964326697,0.28797373,0.2601605412sim_garage_stationnement,Garage & Parking,0.5043282489528028,0.33510435,0.290358613sim_sous_sol_amenage,Finished Basement,0.36758210988545653,0.4720565,0.4231722714sim_moderne_contemporain,Modern/Contemporary,0.588048604032201,0.4530643,0.4033954715sim_cachet_patrimonial,Heritage/Character,0.3901933860015598,0.4720848,0.456496216sim_ecoefficace,Energy Efficient,0.5285315309345664,0.3006625,0.2317428617sim_urgence_motivation,Motivated Seller,0.3858344780238723,0.18621925,0.1164246218sim_familial,Family-Friendly,0.5528773328579434,0.5222587,0.4969647219sim_bord_eau,Waterfront,0.46984751788975354,0.29447573,0.2629731320sim_neuf_construction,New Construction,0.4974114357665053,0.3676969,0.3154348721sim_piscine_amenagement,Pool & Landscaping,0.45148273323299426,0.57039225,0.5241257522