UQO Working Paper No. 2 — Decoding Real Estate Descriptions: text-based hedonic analysis of housing listings.
1variable,label,mean_fr,mean_en,sd_all2sim_luxe,Luxury,0.456381430083308,0.18185575687402272,0.15693902854129163sim_entree_de_gamme,Entry-Level,0.4463041125896577,0.136528038711127,0.167494073998604754sim_renove,Renovated,0.4827329630813776,0.1792726557120608,0.167707102744424575sim_a_renover,Needs Renovation,0.42444398595143756,0.19217373457539016,0.13812665622076846sim_lumineux_spacieux,Bright & Spacious,0.4698578458173321,0.21860121794544032,0.152622806996453257sim_terrain_nature,Land & Nature,0.40378961900335264,0.23682637619579586,0.115926143317452628sim_vue_panoramique,Panoramic View,0.3922421470348471,0.2281914610472282,0.120176772790480829sim_localisation_premium,Premium Location,0.42996985352230016,0.17654207434577962,0.1411759091205814510sim_tranquillite,Quiet & Peaceful,0.4325708442558163,0.2632195296829326,0.1113676760657946911sim_revenu_investissement,Income/Investment,0.45233076241897796,0.2309957811343856,0.1257166660918074612sim_garage_stationnement,Garage & Parking,0.381770457500762,0.2210733137545213,0.1116207054619577613sim_sous_sol_amenage,Finished Basement,0.40487299953977446,0.1743698086514914,0.1385926859882614714sim_moderne_contemporain,Modern/Contemporary,0.43938805701412165,0.2775497931612096,0.1154613845607785515sim_cachet_patrimonial,Heritage/Character,0.4693921648003658,0.23452845240660866,0.142635279213939516sim_ecoefficace,Energy Efficient,0.39804520211622474,0.1664075409157501,0.1344836935786316317sim_urgence_motivation,Motivated Seller,0.3852732631524941,0.07558167351884629,0.165105253322536818sim_familial,Family-Friendly,0.4473431693091538,0.23198722073405664,0.142226476693730919sim_bord_eau,Waterfront,0.4379773655298182,0.19531706535927423,0.1507883576714893520sim_neuf_construction,New Construction,0.4545454813725489,0.27195833188892166,0.1216809922492668621sim_piscine_amenagement,Pool & Landscaping,0.4665265346703242,0.19098130378191477,0.1580452007150466622