variable,label,coefficient,std_error,t_value,p_value,impact_pct
bedrooms,bedrooms,0.031361825945882715,0.007078664712443264,4.430472019779829,9.402704737112851e-06,3.185878963279243
bathrooms,bathrooms,0.2965921212218176,0.01104123193902946,26.86223085065347,6.070330029949193e-159,34.52664818812274
half_baths,half_baths,0.1580223318079423,0.0072082518706523485,21.92242094804066,1.587846097570319e-106,17.119234925823633
parking,parking,0.09137930012830353,0.009438374661485838,9.68167755632601,3.607473151652128e-22,9.568451973005132
stories,stories,0.07440621383479015,0.005738795985108444,12.965474644484008,1.9203799101867084e-38,7.724430817181238
land_size,land_size,0.0033359400952781837,0.7561010299645798,0.0044120295609628496,0.9964797211524664,0.33415105359342334
remarks_length,remarks_length,0.10134517255307976,0.004639491646613843,21.84402522354945,8.859561078716114e-106,10.665856400701944
sim_luxe,Luxury,0.13302767513624159,0.018189664572979443,7.313366038307975,2.6053203462952673e-13,14.22816106926561
sim_entree_de_gamme,Entry-Level,0.09909068025717205,0.025104381911900585,3.947146781183993,7.908807394940488e-05,10.416642111431651
sim_renove,Renovated,0.050148954159303316,0.026701523515245563,1.8781308164184023,0.060363271564756425,5.14276992414191
sim_a_renover,Needs Renovation,-0.08267657263757641,0.016997896058291648,-4.863929768369563,1.1507776085974207e-06,-7.93511378938514
sim_lumineux_spacieux,Bright & Spacious,-0.09363534955276323,0.01848243511045256,-5.066180348703547,4.058774012921762e-07,-8.938524221538701
sim_terrain_nature,Land & Nature,0.12246056220267565,0.012220545036757098,10.020875651154457,1.2340470542470092e-23,13.027454365664525
sim_vue_panoramique,Panoramic View,0.03003177740935259,0.011619086231196951,2.584693564689969,0.009746557871840842,3.048727964934539
sim_localisation_premium,Premium Location,-0.06278200580427294,0.013861102757784448,-4.529365873794878,5.916097588666791e-06,-6.085181977187871
sim_tranquillite,Quiet & Peaceful,-0.09950647079921601,0.014190152331860514,-7.0123610002267975,2.343296248267464e-12,-9.47159080620371
sim_revenu_investissement,Income/Investment,-0.03159128289655594,0.016178269114433735,-1.9526985657798956,0.05085532374949879,-3.1097491810533673
sim_garage_stationnement,Garage & Parking,0.018962330637720064,0.008646812255471013,2.1929851230113404,0.028308450973544435,1.9143257417747694
sim_sous_sol_amenage,Finished Basement,-0.036991886118690004,0.014677015596754791,-2.5203956400284273,0.011722299286143803,-3.6316045465441094
sim_moderne_contemporain,Modern/Contemporary,0.15168086020684507,0.015507955333018648,9.780841958184835,1.360738144810086e-22,16.37887658537329
sim_cachet_patrimonial,Heritage/Character,0.010280833145417556,0.014670796973183341,0.7007685515797013,0.4834474670703699,1.0333862483290934
sim_ecoefficace,Energy Efficient,-0.08116151901604113,0.013649908523322204,-5.945938676245979,2.7487704804701127e-09,-7.795524834440548
sim_urgence_motivation,Motivated Seller,-0.08896927610037955,0.021572426521444154,-4.124212731096304,3.7200495796830386e-05,-8.512631837018493
sim_familial,Family-Friendly,-0.12365094148067936,0.012726960207181169,-9.71566968606608,2.5854382091522054e-22,-11.631175403541361
sim_bord_eau,Waterfront,0.0461844747419041,0.012850514015221415,3.593978784599484,0.00032566636619945906,4.726758755620675
sim_neuf_construction,New Construction,-0.11053160085021901,0.017580467433391835,-6.287182139439505,3.2328001501811506e-10,-10.464196433275463
sim_piscine_amenagement,Pool & Landscaping,0.024584387749493897,0.01613737926366,1.5234436365299933,0.1276477518475808,2.4889075540599714