spb/wp2_uqo

1spec,variable,label,coefficient,std_error,p_value,impact_pct2D (baseline),sim_luxe,Luxury,0.13302767513624159,0.018189664572979443,2.6053203462952673e-13,14.228161069265613D (baseline),sim_entree_de_gamme,Entry-Level,0.09909068025717205,0.025104381911900585,7.908807394940488e-05,10.4166421114316514D (baseline),sim_renove,Renovated,0.050148954159303316,0.026701523515245563,0.060363271564756425,5.142769924141915D (baseline),sim_a_renover,Needs Renovation,-0.08267657263757641,0.016997896058291648,1.1507776085974207e-06,-7.935113789385146D (baseline),sim_lumineux_spacieux,Bright & Spacious,-0.09363534955276323,0.01848243511045256,4.058774012921762e-07,-8.9385242215387017D (baseline),sim_terrain_nature,Land & Nature,0.12246056220267565,0.012220545036757098,1.2340470542470092e-23,13.0274543656645258D (baseline),sim_vue_panoramique,Panoramic View,0.03003177740935259,0.011619086231196951,0.009746557871840842,3.0487279649345399D (baseline),sim_localisation_premium,Premium Location,-0.06278200580427294,0.013861102757784448,5.916097588666791e-06,-6.08518197718787110D (baseline),sim_tranquillite,Quiet & Peaceful,-0.09950647079921601,0.014190152331860514,2.343296248267464e-12,-9.4715908062037111D (baseline),sim_revenu_investissement,Income/Investment,-0.03159128289655594,0.016178269114433735,0.05085532374949879,-3.109749181053367312D (baseline),sim_garage_stationnement,Garage & Parking,0.018962330637720064,0.008646812255471013,0.028308450973544435,1.914325741774769413D (baseline),sim_sous_sol_amenage,Finished Basement,-0.036991886118690004,0.014677015596754791,0.011722299286143803,-3.631604546544109414D (baseline),sim_moderne_contemporain,Modern/Contemporary,0.15168086020684507,0.015507955333018648,1.360738144810086e-22,16.3788765853732915D (baseline),sim_cachet_patrimonial,Heritage/Character,0.010280833145417556,0.014670796973183341,0.4834474670703699,1.033386248329093416D (baseline),sim_ecoefficace,Energy Efficient,-0.08116151901604113,0.013649908523322204,2.7487704804701127e-09,-7.79552483444054817D (baseline),sim_urgence_motivation,Motivated Seller,-0.08896927610037955,0.021572426521444154,3.7200495796830386e-05,-8.51263183701849318D (baseline),sim_familial,Family-Friendly,-0.12365094148067936,0.012726960207181169,2.5854382091522054e-22,-11.63117540354136119D (baseline),sim_bord_eau,Waterfront,0.0461844747419041,0.012850514015221415,0.00032566636619945906,4.72675875562067520D (baseline),sim_neuf_construction,New Construction,-0.11053160085021901,0.017580467433391835,3.2328001501811506e-10,-10.46419643327546321D (baseline),sim_piscine_amenagement,Pool & Landscaping,0.024584387749493897,0.01613737926366,0.1276477518475808,2.488907554059971422D (baseline),bedrooms,Bedrooms,0.031361825945882715,0.007078664712443264,9.402704737112851e-06,3.18587896327924323D (baseline),bathrooms,Bathrooms,0.2965921212218176,0.01104123193902946,6.070330029949193e-159,34.5266481881227424D (baseline),half_baths,Half-bathrooms,0.1580223318079423,0.0072082518706523485,1.587846097570319e-106,17.11923492582363325D (baseline),parking,Parking,0.09137930012830353,0.009438374661485838,3.607473151652128e-22,9.56845197300513226D (baseline),stories,Stories,0.07440621383479015,0.005738795985108444,1.9203799101867084e-38,7.72443081718123827D (baseline),land_size,Lot size (raw field),0.0033359400952781837,0.7561010299645798,0.9964797211524664,0.3341510535934233428D (baseline),remarks_length,Description length,0.10134517255307976,0.004639491646613843,8.859561078716114e-106,10.66585640070194429D-L: + language,sim_luxe,Luxury,0.15291770807420113,0.018236973537779387,5.0709562486826295e-17,16.5229086051698530D-L: + language,sim_entree_de_gamme,Entry-Level,0.144843584872971,0.025461345239910536,1.2796214781093146e-08,15.58587623327043531D-L: + language,sim_renove,Renovated,0.056251322458295894,0.02676830844895583,0.035604560341829836,5.7863515189683832D-L: + language,sim_a_renover,Needs Renovation,-0.047207460284264514,0.017459649258064393,0.006855081972131693,-4.61105171219150633D-L: + language,sim_lumineux_spacieux,Bright & Spacious,-0.07828106355784331,0.018398670384888273,2.093172458872411e-05,-7.52955107179066434D-L: + language,sim_terrain_nature,Land & Nature,0.15002293037144773,0.012463918849467221,2.2822813010323888e-33,16.1860884324479335D-L: + language,sim_vue_panoramique,Panoramic View,-0.014538448050239683,0.012445031295672381,0.24272083511486064,-1.443327511503822436D-L: + language,sim_localisation_premium,Premium Location,-0.05830598111178319,0.013760380524708715,2.2628814802267606e-05,-5.663874745340824537D-L: + language,sim_tranquillite,Quiet & Peaceful,-0.13659167890958412,0.014556397210441479,6.37465774193179e-21,-12.76736573343483338D-L: + language,sim_revenu_investissement,Income/Investment,-0.04826401735283704,0.016561527281288985,0.0035657277430703976,-4.71178235656094639D-L: + language,sim_garage_stationnement,Garage & Parking,0.032799788402431404,0.008699509426326137,0.00016304932275501866,3.334363115006740D-L: + language,sim_sous_sol_amenage,Finished Basement,-0.055398557776390106,0.014572444742937214,0.00014376661033627689,-5.38920058986778241D-L: + language,sim_moderne_contemporain,Modern/Contemporary,0.13762105175864447,0.01541641716378687,4.38052180509481e-19,14.75406093735327542D-L: + language,sim_cachet_patrimonial,Heritage/Character,0.018314591119533846,0.01462864404417686,0.21058160192714848,1.848333180824690643D-L: + language,sim_ecoefficace,Energy Efficient,-0.06301327716718491,0.013553495241350624,3.3318122509626315e-06,-6.10689927375844844D-L: + language,sim_urgence_motivation,Motivated Seller,-0.02959968492298215,0.021936733234518842,0.17723402819023937,-2.916590470461388845D-L: + language,sim_familial,Family-Friendly,-0.08068857389825831,0.012988098462358547,5.214786864580178e-10,-7.75190686443332246D-L: + language,sim_bord_eau,Waterfront,0.07782544406037481,0.013144155196846218,3.2015258635179098e-09,8.09339587583732747D-L: + language,sim_neuf_construction,New Construction,-0.12881519339089054,0.01765404179353597,2.9504210034569634e-13,-12.08635792454130248D-L: + language,sim_piscine_amenagement,Pool & Landscaping,0.02480777813625116,0.016094834376420758,0.12323154786519071,2.511805148212786849D-L: + language,bedrooms,Bedrooms,0.029288348366238646,0.007003963656024704,2.893605604009625e-05,2.972147017486803750D-L: + language,bathrooms,Bathrooms,0.29247702494960515,0.010900377728387528,1.3747483247088998e-158,33.97419555713505451D-L: + language,half_baths,Half-bathrooms,0.15643567116836474,0.0070932445645830655,8.710153988806766e-108,16.93355379105763352D-L: + language,parking,Parking,0.08999363816561162,0.009353115299015249,6.470028987029184e-22,9.41673227717676553D-L: + language,stories,Stories,0.0727367147705572,0.005663294935239334,9.350784532177847e-38,7.544735023454407554D-L: + language,land_size,Lot size (raw field),0.0038297928508343668,0.7501191644679694,0.9959263548300706,0.3837135878573816355D-L: + language,remarks_length,Description length,0.09339225584454285,0.005081385999179007,1.9247901860809583e-75,9.7892305489225156D-L: + language,lang_en,English listing,0.17791769065690125,0.013994109304283082,4.959393404428079e-37,19.4726979994749157D-L: + language,lang_mixed,Mixed / uninformative,0.07098228347573729,0.008241088040587439,7.103815718432349e-18,7.35622059090055358"D-L, FSA-clustered SE",sim_luxe,Luxury,0.15291770807420113,0.027901144920083852,4.2365462547700124e-08,16.5229086051698559"D-L, FSA-clustered SE",sim_entree_de_gamme,Entry-Level,0.144843584872971,0.0342501218383582,2.347378404146963e-05,15.58587623327043560"D-L, FSA-clustered SE",sim_renove,Renovated,0.056251322458295894,0.03602864176892747,0.11845426616493962,5.7863515189683861"D-L, FSA-clustered SE",sim_a_renover,Needs Renovation,-0.047207460284264514,0.022891141390315034,0.03918309282678186,-4.61105171219150662"D-L, FSA-clustered SE",sim_lumineux_spacieux,Bright & Spacious,-0.07828106355784331,0.030045397863346614,0.009176006773475529,-7.52955107179066463"D-L, FSA-clustered SE",sim_terrain_nature,Land & Nature,0.15002293037144773,0.019478437373337907,1.3395257936795537e-14,16.1860884324479364"D-L, FSA-clustered SE",sim_vue_panoramique,Panoramic View,-0.014538448050239683,0.0191939450821584,0.44878048680755556,-1.443327511503822465"D-L, FSA-clustered SE",sim_localisation_premium,Premium Location,-0.05830598111178319,0.02216328292215877,0.008519753537808006,-5.663874745340824566"D-L, FSA-clustered SE",sim_tranquillite,Quiet & Peaceful,-0.13659167890958412,0.019840436864497286,5.798692638472957e-12,-12.76736573343483367"D-L, FSA-clustered SE",sim_revenu_investissement,Income/Investment,-0.04826401735283704,0.021574642726456688,0.025281670386987774,-4.71178235656094668"D-L, FSA-clustered SE",sim_garage_stationnement,Garage & Parking,0.032799788402431404,0.01071260265710904,0.002200144084586668,3.334363115006769"D-L, FSA-clustered SE",sim_sous_sol_amenage,Finished Basement,-0.055398557776390106,0.01793338790975265,0.002007439106461385,-5.38920058986778270"D-L, FSA-clustered SE",sim_moderne_contemporain,Modern/Contemporary,0.13762105175864447,0.028696034465732642,1.620097054658359e-06,14.75406093735327571"D-L, FSA-clustered SE",sim_cachet_patrimonial,Heritage/Character,0.018314591119533846,0.01945286900775886,0.34645619508561254,1.848333180824690672"D-L, FSA-clustered SE",sim_ecoefficace,Energy Efficient,-0.06301327716718491,0.02055925753187473,0.0021769998872558554,-6.10689927375844873"D-L, FSA-clustered SE",sim_urgence_motivation,Motivated Seller,-0.02959968492298215,0.030117128417789348,0.32569654709376117,-2.916590470461388874"D-L, FSA-clustered SE",sim_familial,Family-Friendly,-0.08068857389825831,0.01721150488502925,2.758066692188814e-06,-7.75190686443332275"D-L, FSA-clustered SE",sim_bord_eau,Waterfront,0.07782544406037481,0.022629615744432594,0.0005836580217960531,8.09339587583732776"D-L, FSA-clustered SE",sim_neuf_construction,New Construction,-0.12881519339089054,0.036020940196513265,0.000348732038246628,-12.08635792454130277"D-L, FSA-clustered SE",sim_piscine_amenagement,Pool & Landscaping,0.02480777813625116,0.020192302676049136,0.21923082428631435,2.511805148212786878"D-L, FSA-clustered SE",bedrooms,Bedrooms,0.029288348366238646,0.009114068604699578,0.001311133245727391,2.972147017486803779"D-L, FSA-clustered SE",bathrooms,Bathrooms,0.29247702494960515,0.017041873368621317,5.089594568702072e-66,33.97419555713505480"D-L, FSA-clustered SE",half_baths,Half-bathrooms,0.15643567116836474,0.00893830089061603,1.3899859087858431e-68,16.93355379105763381"D-L, FSA-clustered SE",parking,Parking,0.08999363816561162,0.009109125472432115,5.108532401300134e-23,9.41673227717676582"D-L, FSA-clustered SE",stories,Stories,0.0727367147705572,0.007623988434281888,1.421357657181475e-21,7.544735023454407583"D-L, FSA-clustered SE",land_size,Lot size (raw field),0.0038297928508343668,0.002257528197204616,0.08979992533958847,0.3837135878573816384"D-L, FSA-clustered SE",remarks_length,Description length,0.09339225584454285,0.0080719907744821,5.853990222651122e-31,9.7892305489225185"D-L, FSA-clustered SE",lang_en,English listing,0.17791769065690125,0.02323725766147638,1.909646386477023e-14,19.4726979994749186"D-L, FSA-clustered SE",lang_mixed,Mixed / uninformative,0.07098228347573729,0.011230045277096241,2.6030062731147104e-10,7.35622059090055387D-L + FSA FE,sim_luxe,Luxury,0.1013883171634769,0.019534033475165823,2.099080141899138e-07,10.67063113896198388D-L + FSA FE,sim_entree_de_gamme,Entry-Level,0.09296848746438179,0.02454944973518029,0.0001524840636982072,9.74271520109657589D-L + FSA FE,sim_renove,Renovated,0.0908057588363396,0.023577239844781373,0.00011743681131278855,9.50562795930720590D-L + FSA FE,sim_a_renover,Needs Renovation,-0.036333967703641466,0.016217054342337882,0.025059850582288653,-3.5681811431218491D-L + FSA FE,sim_lumineux_spacieux,Bright & Spacious,-0.04482043666397698,0.01817495512222152,0.0136610404148812,-4.38308406568006592D-L + FSA FE,sim_terrain_nature,Land & Nature,0.1413566201848758,0.012408093741441164,4.5681590431945116e-30,15.18353424822003193D-L + FSA FE,sim_vue_panoramique,Panoramic View,-0.03430330236232817,0.013947859508177847,0.013917122242710946,-3.37216143291244694D-L + FSA FE,sim_localisation_premium,Premium Location,-0.1345360578853227,0.016148816272786345,8.015102954708678e-17,-12.58786406594215695D-L + FSA FE,sim_tranquillite,Quiet & Peaceful,-0.12488113960755609,0.015014932893244315,9.011935604148958e-17,-11.73981972531191896D-L + FSA FE,sim_revenu_investissement,Income/Investment,0.028266999842968744,0.014511927850509553,0.05143339914844021,2.86703025675447797D-L + FSA FE,sim_garage_stationnement,Garage & Parking,0.007870958459367729,0.007636714485755019,0.30269400421077564,0.790201588332584198D-L + FSA FE,sim_sous_sol_amenage,Finished Basement,-0.05050488357961212,0.0128882416937891,8.903555257850096e-05,-4.92507143988378899D-L + FSA FE,sim_moderne_contemporain,Modern/Contemporary,0.08897638376706277,0.014102116329038666,2.8005628325839237e-10,9.305484218374872100D-L + FSA FE,sim_cachet_patrimonial,Heritage/Character,-0.026501062006150294,0.01339160594266202,0.04782379337122561,-2.615299039652774101D-L + FSA FE,sim_ecoefficace,Energy Efficient,-0.052214862897531696,0.014012593133453561,0.00019432557494600071,-5.087508679633112102D-L + FSA FE,sim_urgence_motivation,Motivated Seller,-0.0408188743894593,0.019888136617870797,0.040128544973164454,-3.999700466976308103D-L + FSA FE,sim_familial,Family-Friendly,-0.06649637160648572,0.01336047393351904,6.454505860223701e-07,-6.433368918425463104D-L + FSA FE,sim_bord_eau,Waterfront,0.14390471490356838,0.015329121920291703,6.1343054395762725e-21,15.47740705238394105D-L + FSA FE,sim_neuf_construction,New Construction,-0.08287621210677681,0.014456161106291944,9.870826845805498e-09,-7.953491739857044106D-L + FSA FE,sim_piscine_amenagement,Pool & Landscaping,0.034813046483904264,0.014096078685831256,0.013522745101197433,3.5426114150889143107D-L + FSA FE,bedrooms,Bedrooms,0.03223757827900496,0.006974338496375654,3.7948412047461336e-06,3.2762838178798326108D-L + FSA FE,bathrooms,Bathrooms,0.23301001798292326,0.008247716615276277,1.3658427935259853e-175,26.23941259067104109D-L + FSA FE,half_baths,Half-bathrooms,0.1163281948409872,0.005671919030390749,1.771238389550794e-93,12.336449407153927110D-L + FSA FE,parking,Parking,0.12432520896316125,0.00949660627603189,3.680645640750411e-39,13.238407257484619111D-L + FSA FE,stories,Stories,0.03467614081145373,0.006344002636080491,4.603769968739272e-08,3.528436814559588112D-L + FSA FE,land_size,Lot size (raw field),0.005442430103177732,0.002855259412228033,0.056636317855609804,0.5457267029992163113D-L + FSA FE,remarks_length,Description length,0.07642787515262764,0.005768521682502962,4.564836078807664e-40,7.942433421416362114D-L + FSA FE,lang_en,English listing,0.08672048424826856,0.016641724858073127,1.8779770890394885e-07,9.059179952417828115D-L + FSA FE,lang_mixed,Mixed / uninformative,0.037202916005306896,0.008003419833758874,3.3455635028831074e-06,3.790360672558135116D-L + municipality FE,sim_luxe,Luxury,0.08785043138430981,0.017567772689195082,5.713484283616018e-07,9.182480709013463117D-L + municipality FE,sim_entree_de_gamme,Entry-Level,0.07773895291520803,0.024051241058832495,0.0012283154506928173,8.08404715853952118D-L + municipality FE,sim_renove,Renovated,0.09386564453699515,0.022799712687201348,3.838924905911473e-05,9.841215832869388119D-L + municipality FE,sim_a_renover,Needs Renovation,-0.030155516638169982,0.015840166858438264,0.05694440475551239,-2.9705375143685986120D-L + municipality FE,sim_lumineux_spacieux,Bright & Spacious,-0.03179351155490523,0.01797387278425236,0.07691494756460442,-3.12934118538446121D-L + municipality FE,sim_terrain_nature,Land & Nature,0.1260261192727761,0.011075615148435502,5.338869094096765e-30,13.431179529529969122D-L + municipality FE,sim_vue_panoramique,Panoramic View,-0.04476850818125917,0.012760919017319673,0.00045106309083154,-4.378118695392475123D-L + municipality FE,sim_localisation_premium,Premium Location,-0.13157981147706038,0.01337628634007684,7.815970599186679e-23,-12.329069911879643124D-L + municipality FE,sim_tranquillite,Quiet & Peaceful,-0.11199388936976645,0.014782179372821272,3.556114291150968e-14,-10.595027930908095125D-L + municipality FE,sim_revenu_investissement,Income/Investment,0.02406301022096726,0.015234221618691526,0.11421303437160184,2.4354860683292845126D-L + municipality FE,sim_garage_stationnement,Garage & Parking,0.014255619784487764,0.007897868456184214,0.0710753314974933,1.4357715702183027127D-L + municipality FE,sim_sous_sol_amenage,Finished Basement,-0.05595610027247788,0.011604829719762913,1.4227271259655428e-06,-5.441935428804834128D-L + municipality FE,sim_moderne_contemporain,Modern/Contemporary,0.08160070807876545,0.014031401465532924,6.04247700220704e-09,8.502248261161306129D-L + municipality FE,sim_cachet_patrimonial,Heritage/Character,-0.02487640907085163,0.013910516782156358,0.07372493163308504,-2.45695410643334130D-L + municipality FE,sim_ecoefficace,Energy Efficient,-0.050025869396478656,0.013251260228656152,0.00015989328645421675,-4.879518291211971131D-L + municipality FE,sim_urgence_motivation,Motivated Seller,-0.02239434788134785,0.020358148189726144,0.2713238849478431,-2.2145455859736596132D-L + municipality FE,sim_familial,Family-Friendly,-0.057030750237009584,0.01283150024240262,8.805987621055783e-06,-5.543497667839881133D-L + municipality FE,sim_bord_eau,Waterfront,0.14727581834767536,0.013246924205468101,1.0284774105322797e-28,15.867350237134215134D-L + municipality FE,sim_neuf_construction,New Construction,-0.07816814535678855,0.01635512188514853,1.7579365552524953e-06,-7.519108885501613135D-L + municipality FE,sim_piscine_amenagement,Pool & Landscaping,0.03207738205956133,0.014747842969336808,0.029625931726801415,3.2597406727640443136D-L + municipality FE,bedrooms,Bedrooms,0.04016502157194824,0.0061171334316072615,5.168915649583354e-11,4.09825445949672137D-L + municipality FE,bathrooms,Bathrooms,0.22209326796812434,0.008829564858852054,1.2983371372690505e-139,24.868783501053127138D-L + municipality FE,half_baths,Half-bathrooms,0.11096883400077565,0.005967055658767363,3.403309187376792e-77,11.73600826683261139D-L + municipality FE,parking,Parking,0.1244374333119314,0.010307687516950926,1.479517195936319e-33,13.25111607710101140D-L + municipality FE,stories,Stories,0.034427470331124824,0.005574497487298279,6.579275183174724e-10,3.5026955491282763141D-L + municipality FE,land_size,Lot size (raw field),0.007284140245115483,0.0028558947915433178,0.010754901317546802,0.7310734126643847142D-L + municipality FE,remarks_length,Description length,0.06910602825943563,0.00515676742378094,5.96246193630621e-41,7.1549817687449835143D-L + municipality FE,lang_en,English listing,0.09262809385937325,0.015021918679259904,6.995239943671152e-10,9.705365839748348144D-L + municipality FE,lang_mixed,Mixed / uninformative,0.041503713465345565,0.007986755218160987,2.0300179271056775e-07,4.237703267527415145"D-L + FSA FE, lot area (m2)",sim_luxe,Luxury,0.09882307727425776,0.01599153404104302,6.421858182041118e-10,10.387098241829374146"D-L + FSA FE, lot area (m2)",sim_entree_de_gamme,Entry-Level,0.04734730563038565,0.022754894052529256,0.03745655409847581,4.848609097492651147"D-L + FSA FE, lot area (m2)",sim_renove,Renovated,-0.012499718095015516,0.020364477185741203,0.5393474324080604,-1.2421921102974798148"D-L + FSA FE, lot area (m2)",sim_a_renover,Needs Renovation,-0.014738512412796573,0.01653927560968524,0.3728637218977292,-1.4630432170901542149"D-L + FSA FE, lot area (m2)",sim_lumineux_spacieux,Bright & Spacious,-0.06743943328557907,0.017291009811550247,9.608945428434153e-05,-6.521566428257852150"D-L + FSA FE, lot area (m2)",sim_terrain_nature,Land & Nature,0.041478392135345724,0.01225147538842605,0.0007102711356615519,4.235063863661304151"D-L + FSA FE, lot area (m2)",sim_vue_panoramique,Panoramic View,-0.01812126928844221,0.01224863408062829,0.13901948346407011,-1.7958066389572869152"D-L + FSA FE, lot area (m2)",sim_localisation_premium,Premium Location,-0.08446913780555855,0.016248311384492824,2.0075081198676673e-07,-8.099998270360054153"D-L + FSA FE, lot area (m2)",sim_tranquillite,Quiet & Peaceful,-0.08205722215355873,0.013788894229829665,2.665666573796869e-09,-7.8780756960875165154"D-L + FSA FE, lot area (m2)",sim_revenu_investissement,Income/Investment,-0.014797655095978081,0.012986946615615592,0.2545258229036653,-1.468870784776144155"D-L + FSA FE, lot area (m2)",sim_garage_stationnement,Garage & Parking,0.022442480362888824,0.0062637935405364465,0.00033981432713249934,2.2696207357891574156"D-L + FSA FE, lot area (m2)",sim_sous_sol_amenage,Finished Basement,0.0238417575987322,0.011140477775572376,0.032346532986495584,2.412824455489826157"D-L + FSA FE, lot area (m2)",sim_moderne_contemporain,Modern/Contemporary,0.09173766906527528,0.011694034719644168,4.3355377800892184e-15,9.607724939349627158"D-L + FSA FE, lot area (m2)",sim_cachet_patrimonial,Heritage/Character,-0.05574288361428405,0.013483239480528847,3.56138570557854e-05,-5.421771924750606159"D-L + FSA FE, lot area (m2)",sim_ecoefficace,Energy Efficient,-0.03602694616359332,0.011310735993957984,0.0014465444619345133,-3.5385699521826464160"D-L + FSA FE, lot area (m2)",sim_urgence_motivation,Motivated Seller,-0.015511829931657568,0.018788114712452716,0.4090200890121646,-1.539214116084342161"D-L + FSA FE, lot area (m2)",sim_familial,Family-Friendly,-0.09344686532575229,0.01289612904310326,4.2888832557513296e-13,-8.92135895202567162"D-L + FSA FE, lot area (m2)",sim_bord_eau,Waterfront,0.10305683624772237,0.015591597946108862,3.8492426922222985e-11,10.855441335877813163"D-L + FSA FE, lot area (m2)",sim_neuf_construction,New Construction,-0.011876377531803324,0.01313239018755796,0.3658057866274429,-1.180613172374878164"D-L + FSA FE, lot area (m2)",sim_piscine_amenagement,Pool & Landscaping,0.1100448336761851,0.013990579476481177,3.672210128280443e-15,11.632811843032375165"D-L + FSA FE, lot area (m2)",bedrooms,Bedrooms,0.03004449642655661,0.00675015502334996,8.549750397521636e-06,3.0500386518137024166"D-L + FSA FE, lot area (m2)",bathrooms,Bathrooms,0.20980711787318432,0.009087677234831254,6.256044023436711e-118,23.344012845583762167"D-L + FSA FE, lot area (m2)",half_baths,Half-bathrooms,0.10910692348993703,0.00542406843909124,5.41779830651078e-90,11.528159376664071168"D-L + FSA FE, lot area (m2)",parking,Parking,0.05640579706276208,0.00602622918972914,7.970015225961474e-21,5.802694086000493169"D-L + FSA FE, lot area (m2)",stories,Stories,0.05050726961761313,0.005448253992168118,1.8552069425990513e-20,5.180450954379889170"D-L + FSA FE, lot area (m2)",log_lot_sqm,log lot area (m2),0.3354044209008147,0.010573348044113173,7.805730791573301e-221,39.85058558687109171"D-L + FSA FE, lot area (m2)",lot_missing,Lot area missing,0.18353774843735393,0.007917621399521664,7.093126628062453e-119,20.146031780523586172"D-L + FSA FE, lot area (m2)",remarks_length,Description length,0.06589268429604155,0.005323111385699088,3.412292590943719e-35,6.811208581483541173"D-L + FSA FE, lot area (m2)",lang_en,English listing,0.066683628901921,0.013698159801678397,1.126922453073318e-06,6.8957237497607515174"D-L + FSA FE, lot area (m2)",lang_mixed,Mixed / uninformative,0.03176958227881472,0.006797831721728944,2.9612758813343345e-06,3.2279622381735207175"D-L + FSA FE, floor-area subsample",sim_luxe,Luxury,0.10862021547684633,0.033802842444766334,0.001311983110966673,11.473890935324093176"D-L + FSA FE, floor-area subsample",sim_entree_de_gamme,Entry-Level,0.016652065049357564,0.0403247060759768,0.6796436526563105,1.6791483477741842177"D-L + FSA FE, floor-area subsample",sim_renove,Renovated,-0.0017249396729644532,0.04229820490269475,0.9674709279940936,-0.17234528195604337178"D-L + FSA FE, floor-area subsample",sim_a_renover,Needs Renovation,-0.03557526305518521,0.021707314817802466,0.10124229426524478,-3.4949901122192872179"D-L + FSA FE, floor-area subsample",sim_lumineux_spacieux,Bright & Spacious,-0.05634007286077694,0.02336761479494627,0.015907441797042586,-5.478236163913186180"D-L + FSA FE, floor-area subsample",sim_terrain_nature,Land & Nature,0.04811163311965753,0.01617989584979905,0.0029438214382597563,4.92877840553787181"D-L + FSA FE, floor-area subsample",sim_vue_panoramique,Panoramic View,-0.029944303356289774,0.020314344828038317,0.14046887997490984,-2.950041438712425182"D-L + FSA FE, floor-area subsample",sim_localisation_premium,Premium Location,-0.08086179371659416,0.020897621160386553,0.00010909199121545607,-7.767884678491111183"D-L + FSA FE, floor-area subsample",sim_tranquillite,Quiet & Peaceful,-0.06279386284537386,0.020056178535103625,0.0017427227606712906,-6.086295522443463184"D-L + FSA FE, floor-area subsample",sim_revenu_investissement,Income/Investment,-0.025707591686302746,0.025345801737392367,0.31045195196568665,-2.537996505255946185"D-L + FSA FE, floor-area subsample",sim_garage_stationnement,Garage & Parking,0.024351608995628778,0.012796813070051044,0.057047951251854946,2.465053090388425186"D-L + FSA FE, floor-area subsample",sim_sous_sol_amenage,Finished Basement,0.02894219080429415,0.015858300622583046,0.06799349153412101,2.9365085987369977187"D-L + FSA FE, floor-area subsample",sim_moderne_contemporain,Modern/Contemporary,0.07719795218822531,0.02370800938643689,0.001129153245710619,8.025589424715562188"D-L + FSA FE, floor-area subsample",sim_cachet_patrimonial,Heritage/Character,-0.06817541241600843,0.021315074274393588,0.0013816369981842012,-6.5903392937107189"D-L + FSA FE, floor-area subsample",sim_ecoefficace,Energy Efficient,-0.008810880683446286,0.017590073964117246,0.616440996970397,-0.8772178624055882190"D-L + FSA FE, floor-area subsample",sim_urgence_motivation,Motivated Seller,-0.019013202660806604,0.031867275439087836,0.5507496150621574,-1.8833591849989673191"D-L + FSA FE, floor-area subsample",sim_familial,Family-Friendly,-0.07078683255673393,0.022666002185976034,0.001789933906070086,-6.833952935787813192"D-L + FSA FE, floor-area subsample",sim_bord_eau,Waterfront,0.09434675181063298,0.016038967956624493,4.044927364085351e-09,9.894073954945748193"D-L + FSA FE, floor-area subsample",sim_neuf_construction,New Construction,-0.003563415000662742,0.024154593425005044,0.8827173672746456,-0.35570735720461544194"D-L + FSA FE, floor-area subsample",sim_piscine_amenagement,Pool & Landscaping,0.09717060889698541,0.017258607716323645,1.7992847953175544e-08,10.204837684104096195"D-L + FSA FE, floor-area subsample",bedrooms,Bedrooms,0.005018797475224679,0.010358867157179128,0.6280361098141742,0.5031412734921581196"D-L + FSA FE, floor-area subsample",bathrooms,Bathrooms,0.21224294403264832,0.011306058530554067,1.2678507247970124e-78,23.644823631344703197"D-L + FSA FE, floor-area subsample",half_baths,Half-bathrooms,0.10417581146819327,0.009553287221755363,1.0944359707402882e-27,10.979555255036754198"D-L + FSA FE, floor-area subsample",parking,Parking,0.033110338633001044,0.00988163339520521,0.0008060906141911682,3.3664586086713744199"D-L + FSA FE, floor-area subsample",stories,Stories,0.019617665957454292,0.008036093089759883,0.014638769671034805,1.981135688087976200"D-L + FSA FE, floor-area subsample",log_lot_sqm,log lot area (m2),0.28419881982641,0.017540050411515348,4.814255814495769e-59,32.86970758152519201"D-L + FSA FE, floor-area subsample",lot_missing,Lot area missing,0.14072659849386365,0.013575947883544815,3.5449356784963216e-25,15.11098897814267202"D-L + FSA FE, floor-area subsample",log_floor_sqm,log floor area (m2),0.11678094918906098,0.023832981847084357,9.585020263191603e-07,12.387321738535784203"D-L + FSA FE, floor-area subsample",remarks_length,Description length,0.06534064225041494,0.00848179918728498,1.3225447915457193e-14,6.752260575788238204"D-L + FSA FE, floor-area subsample",lang_en,English listing,0.05602167997688885,0.021822883409224714,0.010255091874018886,5.762061267850083205"D-L + FSA FE, floor-area subsample",lang_mixed,Mixed / uninformative,0.03112165382698573,0.01030192830910206,0.002519794524987588,3.1610995678674536206"French-only, D + FSA FE",sim_luxe,Luxury,0.043351626936303456,0.010570639287545642,4.11127230945924e-05,4.430503607885972207"French-only, D + FSA FE",sim_entree_de_gamme,Entry-Level,0.006681698050405046,0.01031765778553974,0.5172447714887126,0.6704070395484374208"French-only, D + FSA FE",sim_renove,Renovated,0.04222781741837437,0.010269445344499303,3.9226977160358325e-05,4.313209534412077209"French-only, D + FSA FE",sim_a_renover,Needs Renovation,-0.006289510059905902,0.007131062063118662,0.37778338054534,-0.6269772493063264210"French-only, D + FSA FE",sim_lumineux_spacieux,Bright & Spacious,-0.030492950980636292,0.009416467773996315,0.0012026205016816142,-3.0032730638823724211"French-only, D + FSA FE",sim_terrain_nature,Land & Nature,0.09713105912646618,0.010084238105139642,5.8596289252331e-22,10.200479194252798212"French-only, D + FSA FE",sim_vue_panoramique,Panoramic View,0.00730193987907095,0.007475341300745475,0.3286664209403297,0.7328664048563249213"French-only, D + FSA FE",sim_localisation_premium,Premium Location,-0.06431580748633782,0.008771435157215526,2.2604092221648536e-13,-6.229118269960021214"French-only, D + FSA FE",sim_tranquillite,Quiet & Peaceful,-0.09881923959441678,0.011180105974129316,9.671195868727802e-19,-9.409355475903801215"French-only, D + FSA FE",sim_revenu_investissement,Income/Investment,0.02054475016852645,0.008556976174814058,0.016353206691059368,2.0757246279931696216"French-only, D + FSA FE",sim_garage_stationnement,Garage & Parking,0.022790242637166072,0.00684100275595109,0.0008640461951150943,2.3051924365749876217"French-only, D + FSA FE",sim_sous_sol_amenage,Finished Basement,-0.03491174121927484,0.009194414269074193,0.00014642244981328173,-3.4309356824776427218"French-only, D + FSA FE",sim_moderne_contemporain,Modern/Contemporary,0.0727924071326736,0.008862758335895555,2.152083931249487e-16,7.550724610566628219"French-only, D + FSA FE",sim_cachet_patrimonial,Heritage/Character,-0.01092314449584468,0.007945150442037212,0.16918753840358602,-1.086370357711608220"French-only, D + FSA FE",sim_ecoefficace,Energy Efficient,-0.02002647834683076,0.008889433253347703,0.0242691856284764,-1.9827280390072533221"French-only, D + FSA FE",sim_urgence_motivation,Motivated Seller,-0.012995664835095526,0.008458034300631486,0.12441883635713034,-1.2911585797937053222"French-only, D + FSA FE",sim_familial,Family-Friendly,-0.024440976059896636,0.007239815837175697,0.000735716353536736,-2.4144713957461095223"French-only, D + FSA FE",sim_bord_eau,Waterfront,0.04745672989740708,0.009307216929973166,3.4160165341172223e-07,4.860082707425595224"French-only, D + FSA FE",sim_neuf_construction,New Construction,-0.06366441394183817,0.009173985619859477,3.93022633798568e-12,-6.168016624490836225"French-only, D + FSA FE",sim_piscine_amenagement,Pool & Landscaping,0.024132687648792644,0.00844487307865588,0.004267596328349771,2.442623758181628226"French-only, D + FSA FE",bedrooms,Bedrooms,0.020281670031111306,0.00776938753305187,0.0090420727646201,2.0488740644111214227"French-only, D + FSA FE",bathrooms,Bathrooms,0.18233815153193306,0.011807201309302774,8.414658140806279e-54,20.00199138508063228"French-only, D + FSA FE",half_baths,Half-bathrooms,0.10518501514257518,0.00671101988513196,2.296645780334401e-55,11.091612764895942229"French-only, D + FSA FE",parking,Parking,0.11543121939049249,0.010074717213849548,2.1561359415977325e-30,12.235731547316654230"French-only, D + FSA FE",stories,Stories,0.04330267170769674,0.00651436438649856,2.985999618048234e-11,4.4253913138461165231"French-only, D + FSA FE",land_size,Lot size (raw field),0.0043300906800544684,0.0019075123312331658,0.023206384290468198,0.433947906867016232"French-only, D + FSA FE",remarks_length,Description length,0.07417553646000291,0.006459182626817778,1.5925077288384268e-30,7.69958409417848233"English-only, D + FSA FE",sim_luxe,Luxury,0.07368256402839525,0.014202211867335689,2.1244500467577338e-07,7.646504252848629234"English-only, D + FSA FE",sim_entree_de_gamme,Entry-Level,0.09797803676464395,0.015275011431629262,1.4149989472464145e-10,10.29385607432931235"English-only, D + FSA FE",sim_renove,Renovated,0.04894677235625826,0.022563395494978523,0.030059920255216793,5.016445147305504236"English-only, D + FSA FE",sim_a_renover,Needs Renovation,-0.03719588911315656,0.015769742157905737,0.018339706757754974,-3.65126198263247237"English-only, D + FSA FE",sim_lumineux_spacieux,Bright & Spacious,-0.01825126702798931,0.014173527898429817,0.1978500412772256,-1.8085721323476522238"English-only, D + FSA FE",sim_terrain_nature,Land & Nature,0.10488044681639419,0.014611768672410388,7.083876848648706e-13,11.057782930352932239"English-only, D + FSA FE",sim_vue_panoramique,Panoramic View,-0.047366899611922274,0.014082808466383934,0.0007697324431861851,-4.626259249600507240"English-only, D + FSA FE",sim_localisation_premium,Premium Location,-0.04630628069598379,0.011850914906790978,9.329411949698532e-05,-4.525050393550822241"English-only, D + FSA FE",sim_tranquillite,Quiet & Peaceful,-0.05454329702662784,0.014034140885277768,0.00010171160958308806,-5.308249074236171242"English-only, D + FSA FE",sim_revenu_investissement,Income/Investment,-0.01580682394970439,0.01577691139915011,0.31639383921059394,-1.56825517525232243"English-only, D + FSA FE",sim_garage_stationnement,Garage & Parking,-0.014038631545060323,0.007552561118924468,0.06305678911915201,-1.3940549473038466244"English-only, D + FSA FE",sim_sous_sol_amenage,Finished Basement,0.0037403260654207153,0.010563452292999143,0.7232775908758238,0.37473298143375633245"English-only, D + FSA FE",sim_moderne_contemporain,Modern/Contemporary,0.030569027533491284,0.01487928463458451,0.03993033045830763,3.1041057813633977246"English-only, D + FSA FE",sim_cachet_patrimonial,Heritage/Character,-0.03669073042104414,0.014851878907870077,0.013494556526576605,-3.6025782846876186247"English-only, D + FSA FE",sim_ecoefficace,Energy Efficient,-0.03996226277453269,0.013195214941920162,0.0024573690879404154,-3.917430263584709248"English-only, D + FSA FE",sim_urgence_motivation,Motivated Seller,-0.036902765830563636,0.01526720911692313,0.015643607328576024,-3.623015784664241249"English-only, D + FSA FE",sim_familial,Family-Friendly,-0.04205071602059042,0.011849399084643145,0.0003870444036081126,-4.117884825390982250"English-only, D + FSA FE",sim_bord_eau,Waterfront,0.08991006188428988,0.011909347674688948,4.3680801574883013e-14,9.40758801570567251"English-only, D + FSA FE",sim_neuf_construction,New Construction,-0.045659809558013915,0.015100377169147342,0.0024966024624037907,-4.46330863925033252"English-only, D + FSA FE",sim_piscine_amenagement,Pool & Landscaping,0.0037433308299444044,0.011959992220473998,0.7542899833150644,0.37503458432361914253"English-only, D + FSA FE",bedrooms,Bedrooms,0.05342917401421082,0.009035135954814765,3.349365962258254e-09,5.488227604462281254"English-only, D + FSA FE",bathrooms,Bathrooms,0.26862836072924123,0.013630235720718824,1.831223243919526e-86,30.81688837659207255"English-only, D + FSA FE",half_baths,Half-bathrooms,0.11990087399425964,0.011556280692397189,3.2091251695594046e-25,12.738509285918308256"English-only, D + FSA FE",parking,Parking,0.12555882909622534,0.018362155438721123,8.035493314494587e-12,13.378186636114808257"English-only, D + FSA FE",stories,Stories,0.01946828034229819,0.00933273059615448,0.03697664000155505,1.965902311250911258"English-only, D + FSA FE",land_size,Lot size (raw field),0.052784631334111036,0.010973727784828042,1.5086145445702036e-06,5.420257846581156259"English-only, D + FSA FE",remarks_length,Description length,0.06486208336055194,0.007883453203904501,1.9096450124600114e-16,6.701185554654199260"D (baseline), FSA-clustered SE",sim_luxe,Luxury,0.13302767513624159,0.028114641701235586,2.227399943689139e-06,14.22816106926561261"D (baseline), FSA-clustered SE",sim_entree_de_gamme,Entry-Level,0.09909068025717205,0.03566290943719285,0.005460445035619407,10.416642111431651262"D (baseline), FSA-clustered SE",sim_renove,Renovated,0.050148954159303316,0.03512646564662689,0.1533872507024376,5.14276992414191263"D (baseline), FSA-clustered SE",sim_a_renover,Needs Renovation,-0.08267657263757641,0.02407810198514912,0.0005954398241461869,-7.93511378938514264"D (baseline), FSA-clustered SE",sim_lumineux_spacieux,Bright & Spacious,-0.09363534955276323,0.02911096641324329,0.0012976568187714759,-8.938524221538701265"D (baseline), FSA-clustered SE",sim_terrain_nature,Land & Nature,0.12246056220267565,0.019315972592787924,2.2997402698293998e-10,13.027454365664525266"D (baseline), FSA-clustered SE",sim_vue_panoramique,Panoramic View,0.03003177740935259,0.018447315440535825,0.1035300827764251,3.048727964934539267"D (baseline), FSA-clustered SE",sim_localisation_premium,Premium Location,-0.06278200580427294,0.022913855153021884,0.006145515414891972,-6.085181977187871268"D (baseline), FSA-clustered SE",sim_tranquillite,Quiet & Peaceful,-0.09950647079921601,0.019809150279312595,5.080225034855976e-07,-9.47159080620371269"D (baseline), FSA-clustered SE",sim_revenu_investissement,Income/Investment,-0.03159128289655594,0.02121661268275589,0.1364905136743357,-3.1097491810533673270"D (baseline), FSA-clustered SE",sim_garage_stationnement,Garage & Parking,0.018962330637720064,0.011444131766445551,0.09752999938592255,1.9143257417747694271"D (baseline), FSA-clustered SE",sim_sous_sol_amenage,Finished Basement,-0.036991886118690004,0.018293208926889938,0.04315931277617915,-3.6316045465441094272"D (baseline), FSA-clustered SE",sim_moderne_contemporain,Modern/Contemporary,0.15168086020684507,0.027260027205889284,2.6332359981362313e-08,16.37887658537329273"D (baseline), FSA-clustered SE",sim_cachet_patrimonial,Heritage/Character,0.010280833145417556,0.0209413102195269,0.6234720493768229,1.0333862483290934274"D (baseline), FSA-clustered SE",sim_ecoefficace,Energy Efficient,-0.08116151901604113,0.02016242812793412,5.688237459443384e-05,-7.795524834440548275"D (baseline), FSA-clustered SE",sim_urgence_motivation,Motivated Seller,-0.08896927610037955,0.03183032383608697,0.005188195958909799,-8.512631837018493276"D (baseline), FSA-clustered SE",sim_familial,Family-Friendly,-0.12365094148067936,0.01661066265803097,9.762946211082197e-14,-11.631175403541361277"D (baseline), FSA-clustered SE",sim_bord_eau,Waterfront,0.0461844747419041,0.023298371759619144,0.047445134395434393,4.726758755620675278"D (baseline), FSA-clustered SE",sim_neuf_construction,New Construction,-0.11053160085021901,0.03645085687011731,0.002426610836356995,-10.464196433275463279"D (baseline), FSA-clustered SE",sim_piscine_amenagement,Pool & Landscaping,0.024584387749493897,0.019755607797927937,0.21334289770540282,2.4889075540599714280"D (baseline), FSA-clustered SE",bedrooms,Bedrooms,0.031361825945882715,0.009184710889159209,0.0006388309044676171,3.185878963279243281"D (baseline), FSA-clustered SE",bathrooms,Bathrooms,0.2965921212218176,0.0170251948281092,5.739250854880222e-68,34.52664818812274282"D (baseline), FSA-clustered SE",half_baths,Half-bathrooms,0.1580223318079423,0.00894199787188994,6.899939456569752e-70,17.119234925823633283"D (baseline), FSA-clustered SE",parking,Parking,0.09137930012830353,0.009168213111026117,2.1261742622934808e-23,9.568451973005132284"D (baseline), FSA-clustered SE",stories,Stories,0.07440621383479015,0.007835573394559408,2.1821230182006158e-21,7.724430817181238285"D (baseline), FSA-clustered SE",land_size,Lot size (raw field),0.0033359400952781837,0.0022671709970308925,0.14118003002837876,0.33415105359342334286"D (baseline), FSA-clustered SE",remarks_length,Description length,0.10134517255307976,0.008259246100647448,1.3042711472008394e-34,10.665856400701944287ML-D: multilingual similarities,ml_luxe,Luxury,0.0851548960443597,0.01558659023072237,4.672492717980097e-08,8.888571772680853288ML-D: multilingual similarities,ml_entree_de_gamme,Entry-Level,-0.06182571149559535,0.009804602146622017,2.867371550432518e-10,-5.995328815025925289ML-D: multilingual similarities,ml_renove,Renovated,0.013355331113277746,0.011916671219874943,0.2624042311957284,1.3444911897297906290ML-D: multilingual similarities,ml_a_renover,Needs Renovation,-0.17343272729068493,0.014232885358992147,3.720405324149524e-34,-15.922628961516772291ML-D: multilingual similarities,ml_lumineux_spacieux,Bright & Spacious,-0.011009720638681941,0.015142851427374766,0.46719085633664414,-1.0949335475507582292ML-D: multilingual similarities,ml_terrain_nature,Land & Nature,0.24207546762816656,0.0261702773313293,2.2446038654925838e-20,27.389032667015044293ML-D: multilingual similarities,ml_vue_panoramique,Panoramic View,-0.03633642279075583,0.01186399157255697,0.002193142722136808,-3.56841789134712294ML-D: multilingual similarities,ml_localisation_premium,Premium Location,0.12993195134332808,0.013263373609480496,1.167884345805856e-22,13.875089021963749295ML-D: multilingual similarities,ml_tranquillite,Quiet & Peaceful,-0.09203219087560624,0.014376113470206675,1.536125862314482e-10,-8.792421144573792296ML-D: multilingual similarities,ml_revenu_investissement,Income/Investment,0.07488596235801764,0.008775914336744031,1.4244827081776345e-17,7.776123852618544297ML-D: multilingual similarities,ml_garage_stationnement,Garage & Parking,0.03849116266201538,0.009505331430650146,5.134279942054589e-05,3.9241544188628685298ML-D: multilingual similarities,ml_sous_sol_amenage,Finished Basement,-0.17750079818087203,0.012975575226588367,1.344131516838259e-42,-16.2639669029512299ML-D: multilingual similarities,ml_moderne_contemporain,Modern/Contemporary,0.0432451625029318,0.016018107068021984,0.00693879794873487,4.419386065314579300ML-D: multilingual similarities,ml_cachet_patrimonial,Heritage/Character,0.07587850229349284,0.01353169601700878,2.053123479081149e-08,7.883149064245121301ML-D: multilingual similarities,ml_ecoefficace,Energy Efficient,-0.005763708673914861,0.008766918198136702,0.5108990672987737,-0.5747130371204001302ML-D: multilingual similarities,ml_urgence_motivation,Motivated Seller,-0.027963228507331406,0.009284497553300292,0.0025968717018208017,-2.7575876369640318303ML-D: multilingual similarities,ml_familial,Family-Friendly,-0.151717834512092,0.016398944588992978,2.209855551527315e-20,-14.076930821312683304ML-D: multilingual similarities,ml_bord_eau,Waterfront,-0.10487759503578666,0.01374652369417948,2.358664717183056e-14,-9.956526647772158305ML-D: multilingual similarities,ml_neuf_construction,New Construction,0.03688168331015068,0.01127796685410669,0.0010745543175891396,3.7570251697814028306ML-D: multilingual similarities,ml_piscine_amenagement,Pool & Landscaping,-0.12359365625980517,0.020886775110550936,3.2723688320271255e-09,-11.626113030907781307ML-D: multilingual similarities,bedrooms,Bedrooms,0.026938642548190984,0.007231051612278784,0.00019499688889287626,2.7304768026886306308ML-D: multilingual similarities,bathrooms,Bathrooms,0.294828237487137,0.010921613834145158,1.6948488527639173e-160,34.28956797393812309ML-D: multilingual similarities,half_baths,Half-bathrooms,0.15286253466511768,0.00734184871329337,2.809658919396832e-96,16.516479816416528310ML-D: multilingual similarities,parking,Parking,0.07849657451294971,0.008477919594879,2.0646586261821332e-20,8.165964994480701311ML-D: multilingual similarities,stories,Stories,0.07281651748514681,0.005444881944275179,8.650918588728868e-41,7.55331772770611312ML-D: multilingual similarities,land_size,Lot size (raw field),0.002753781730139085,0.6881202171039728,0.9968069619131076,0.27575768699104053313ML-D: multilingual similarities,remarks_length,Description length,0.1306703319621478,0.0054465844950605715,3.432288085889893e-127,13.959203230993156314ML-D-L: + language,ml_luxe,Luxury,0.06878501372117217,0.015428215125249395,8.257721357165345e-06,7.12058898233745315ML-D-L: + language,ml_entree_de_gamme,Entry-Level,-0.10420054876773624,0.010412394022467365,1.4148114396021554e-23,-9.895542407930291316ML-D-L: + language,ml_renove,Renovated,-0.002828633390494717,0.011882501703775009,0.8118420622950243,-0.2824636576461148317ML-D-L: + language,ml_a_renover,Needs Renovation,-0.13136521637362591,0.015082288539785903,3.041445166072446e-18,-12.310254140755216318ML-D-L: + language,ml_lumineux_spacieux,Bright & Spacious,0.029191877016000983,0.015249205191428172,0.05557912527212485,2.9622136345782923319ML-D-L: + language,ml_terrain_nature,Land & Nature,0.22382654740357044,0.026169422283139405,1.1995060835661738e-17,25.085403673037487320ML-D-L: + language,ml_vue_panoramique,Panoramic View,-0.002320951108043673,0.011942476517905766,0.845906374600553,-0.2318259783567589321ML-D-L: + language,ml_localisation_premium,Premium Location,0.09437040233589251,0.013151519268037799,7.197632260227918e-13,9.896673038252413322ML-D-L: + language,ml_tranquillite,Quiet & Peaceful,-0.07429588571119608,0.014132004361802541,1.4620265217538832e-07,-7.160304619548274323ML-D-L: + language,ml_revenu_investissement,Income/Investment,0.05920155923205317,0.008763789083633304,1.4259220176609055e-11,6.098907133210463324ML-D-L: + language,ml_garage_stationnement,Garage & Parking,0.05652715209322201,0.009548913251502249,3.2243693583382394e-09,5.815534554275992325ML-D-L: + language,ml_sous_sol_amenage,Finished Basement,-0.13903969717061734,0.012833809946464173,2.3791076686781156e-27,-12.980651644659813326ML-D-L: + language,ml_moderne_contemporain,Modern/Contemporary,0.029148677784136795,0.015787685086564435,0.06484980851323516,2.957765842109561327ML-D-L: + language,ml_cachet_patrimonial,Heritage/Character,0.04359875724054314,0.013480458998115036,0.0012197586514736927,4.456314739239509328ML-D-L: + language,ml_ecoefficace,Energy Efficient,0.02446301978737778,0.008733456601261715,0.005093353262924641,2.4764694390202235329ML-D-L: + language,ml_urgence_motivation,Motivated Seller,0.056503297765546606,0.010889850618153061,2.1185810997944306e-07,5.813010425947396330ML-D-L: + language,ml_familial,Family-Friendly,-0.11064005914511657,0.01637832111903498,1.4256483247800428e-11,-10.473906807267774331ML-D-L: + language,ml_bord_eau,Waterfront,-0.0738141064188621,0.013784264656966718,8.557807397785627e-08,-7.1155656005062795332ML-D-L: + language,ml_neuf_construction,New Construction,0.04737051303228468,0.011125278708154043,2.0634055081563157e-05,4.851042389537619333ML-D-L: + language,ml_piscine_amenagement,Pool & Landscaping,-0.14739370989956485,0.0206816368738765,1.0273567626317335e-12,-13.704584306908995334ML-D-L: + language,bedrooms,Bedrooms,0.029566907687127178,0.0069986620995147655,2.3931091661555846e-05,3.00083486427849335ML-D-L: + language,bathrooms,Bathrooms,0.2747473005192874,0.010726769789931194,1.0864013137652317e-144,31.619803028106762336ML-D-L: + language,half_baths,Half-bathrooms,0.14675567587904892,0.007115492850752952,1.643810875143253e-94,15.807098378682284337ML-D-L: + language,parking,Parking,0.07779943529751995,0.008535166341257788,7.85520587854893e-20,8.090584536897705338ML-D-L: + language,stories,Stories,0.0644598722767471,0.005294228141758259,4.198159050235619e-34,6.658277784737754339ML-D-L: + language,land_size,Lot size (raw field),0.003681742255539598,0.6996657469267935,0.995801435530636,0.36885281940275405340ML-D-L: + language,remarks_length,Description length,0.10873632546449646,0.0054468814977584575,1.1546445216108414e-88,11.486834918872258341ML-D-L: + language,lang_en,English listing,0.12300609997033893,0.005665136492989182,1.5522832911566395e-104,13.08913193299539342ML-D-L: + language,lang_mixed,Mixed / uninformative,0.020891774688885964,0.007742814157288772,0.006971247183307838,2.111153554370082343ML-D-L + FSA FE,ml_luxe,Luxury,0.04433725089273513,0.014576909058934358,0.002353177180734761,4.533483555439122344ML-D-L + FSA FE,ml_entree_de_gamme,Entry-Level,-0.049741071041624264,0.012589982847396671,7.78757431417651e-05,-4.852424276526079345ML-D-L + FSA FE,ml_renove,Renovated,-0.05726442092311921,0.012299028327032944,3.223934766402933e-06,-5.565566804991729346ML-D-L + FSA FE,ml_a_renover,Needs Renovation,-0.04617767909059453,0.01592812230274176,0.003742010661004769,-4.512771372222968347ML-D-L + FSA FE,ml_lumineux_spacieux,Bright & Spacious,0.03488200717872679,0.013889059541964902,0.012022825838083132,3.5497520317239406348ML-D-L + FSA FE,ml_terrain_nature,Land & Nature,0.19980568198072293,0.022046021598878206,1.2677446557378454e-19,22.116544065374534349ML-D-L + FSA FE,ml_vue_panoramique,Panoramic View,0.0028984258840220123,0.011198888050340824,0.7957789709066655,0.290263038148475350ML-D-L + FSA FE,ml_localisation_premium,Premium Location,-0.006417022288085609,0.013365897034318326,0.631153355894229,-0.6396477170212744351ML-D-L + FSA FE,ml_tranquillite,Quiet & Peaceful,-0.06205130852774416,0.013304213704452146,3.10069723912751e-06,-6.0165335978954015352ML-D-L + FSA FE,ml_revenu_investissement,Income/Investment,0.04564626083424947,0.010244408394712957,8.36103724031708e-06,4.670408523154479353ML-D-L + FSA FE,ml_garage_stationnement,Garage & Parking,0.05782247602358987,0.008993730567614546,1.2827880957376796e-10,5.952688758773261354ML-D-L + FSA FE,ml_sous_sol_amenage,Finished Basement,-0.10874622603044745,0.011802718004586862,3.1519153939195555e-20,-10.304198678638487355ML-D-L + FSA FE,ml_moderne_contemporain,Modern/Contemporary,-0.0017150633156954274,0.01761096879646314,0.9224197942412735,-0.17135934350398507356ML-D-L + FSA FE,ml_cachet_patrimonial,Heritage/Character,0.042492443521637495,0.009417812430333135,6.42425435448695e-06,4.34081718526147357ML-D-L + FSA FE,ml_ecoefficace,Energy Efficient,0.017741084308971606,0.008791628561679034,0.04359626216084903,1.7899392143703396358ML-D-L + FSA FE,ml_urgence_motivation,Motivated Seller,0.0034988433078709724,0.011293977252563044,0.7567151286132012,0.35049714051171854359ML-D-L + FSA FE,ml_familial,Family-Friendly,-0.07668495153851848,0.01691698300311926,5.814745896652286e-06,-7.381840026495324360ML-D-L + FSA FE,ml_bord_eau,Waterfront,0.002204481946180309,0.012375106081281,0.858614263310728,0.22069136030253844361ML-D-L + FSA FE,ml_neuf_construction,New Construction,0.06914450575527807,0.013313686859233459,2.0638751736815758e-07,7.159104903433944362ML-D-L + FSA FE,ml_piscine_amenagement,Pool & Landscaping,-0.12718311755995793,0.016842609682957983,4.3102942254048465e-14,-11.942759043844442363ML-D-L + FSA FE,bedrooms,Bedrooms,0.03706357488119585,0.0066385008799041845,2.3623591955328947e-08,3.7758994145774993364ML-D-L + FSA FE,bathrooms,Bathrooms,0.21584218886009837,0.007835452144698878,4.8243107459294625e-167,24.090653467312183365ML-D-L + FSA FE,half_baths,Half-bathrooms,0.10777804021312273,0.005720658642938562,3.539924064822876e-79,11.38004990267203366ML-D-L + FSA FE,parking,Parking,0.11406293513583507,0.008387923645150239,4.088932728919418e-42,12.082266179097179367ML-D-L + FSA FE,stories,Stories,0.027323823004011857,0.006095022722730803,7.361020618345805e-06,2.77005419630012368ML-D-L + FSA FE,land_size,Lot size (raw field),0.0045001052606704044,0.0026151660092300576,0.08529214854027718,0.45102459400176986369ML-D-L + FSA FE,remarks_length,Description length,0.08857309052134568,0.005990444556093854,1.8108564087798262e-49,9.261410942694326370ML-D-L + FSA FE,lang_en,English listing,0.041938451848777016,0.006852578112642467,9.35176321565568e-10,4.28302924989683371ML-D-L + FSA FE,lang_mixed,Mixed / uninformative,0.005314348447075984,0.006373183878098046,0.4043594078410446,0.532849464495766372"ML-D-L + FSA FE, lot area (m2)",ml_luxe,Luxury,0.09523492651097991,0.012478210100581026,2.3096315490525984e-14,9.99172244919244373"ML-D-L + FSA FE, lot area (m2)",ml_entree_de_gamme,Entry-Level,-0.017557894575956134,0.009723912685848357,0.07097444769922309,-1.740465292263682374"ML-D-L + FSA FE, lot area (m2)",ml_renove,Renovated,0.0015170013599882176,0.010080315926972496,0.8803768958568432,0.15181525886160951375"ML-D-L + FSA FE, lot area (m2)",ml_a_renover,Needs Renovation,-0.10991146852576746,0.014782136735093987,1.0423232036250293e-13,-10.408655167600834376"ML-D-L + FSA FE, lot area (m2)",ml_lumineux_spacieux,Bright & Spacious,0.03707253455082954,0.011944428455205136,0.001910839237311444,3.776829216517541377"ML-D-L + FSA FE, lot area (m2)",ml_terrain_nature,Land & Nature,-0.00914192898653889,0.019580551889949876,0.640579854945009,-0.9100268602488915378"ML-D-L + FSA FE, lot area (m2)",ml_vue_panoramique,Panoramic View,0.053356126408070664,0.010808587198414437,7.95545498127161e-07,5.480522223393036379"ML-D-L + FSA FE, lot area (m2)",ml_localisation_premium,Premium Location,6.983382887611883e-05,0.010963752888453563,0.9949178937460109,0.006983626731460468380"ML-D-L + FSA FE, lot area (m2)",ml_tranquillite,Quiet & Peaceful,-0.07629460557325704,0.011906764003700842,1.4776101935597277e-10,-7.345679844408282381"ML-D-L + FSA FE, lot area (m2)",ml_revenu_investissement,Income/Investment,0.023970764301945793,0.008527741342257585,0.004940068633052756,2.42603724859074382"ML-D-L + FSA FE, lot area (m2)",ml_garage_stationnement,Garage & Parking,0.0583530009795509,0.007870634135309444,1.225318828131434e-13,6.008914217496719383"ML-D-L + FSA FE, lot area (m2)",ml_sous_sol_amenage,Finished Basement,-0.13883285631171707,0.011131275474227254,1.0569990201224862e-35,-12.96265062629618384"ML-D-L + FSA FE, lot area (m2)",ml_moderne_contemporain,Modern/Contemporary,0.031246320516854966,0.014417530480584473,0.030216179534030076,3.173961122360902385"ML-D-L + FSA FE, lot area (m2)",ml_cachet_patrimonial,Heritage/Character,-0.02830501111181222,0.009929963014079819,0.0043655367299878555,-2.7908177228713305386"ML-D-L + FSA FE, lot area (m2)",ml_ecoefficace,Energy Efficient,-8.079511270449487e-05,0.009109131018488445,0.9929231089513773,-0.008079184886722324387"ML-D-L + FSA FE, lot area (m2)",ml_urgence_motivation,Motivated Seller,-0.005576445154504483,0.009414305043089254,0.553624663330083,-0.5560925645521464388"ML-D-L + FSA FE, lot area (m2)",ml_familial,Family-Friendly,-0.007712506253048174,0.01633828621099616,0.6368903029605703,-0.7682841189682432389"ML-D-L + FSA FE, lot area (m2)",ml_bord_eau,Waterfront,0.062292869658708505,0.011958997184084903,1.8999348252455138e-07,6.427399265069567390"ML-D-L + FSA FE, lot area (m2)",ml_neuf_construction,New Construction,0.06606824726641805,0.010944204411408915,1.5717597411807776e-09,6.829962320714533391"ML-D-L + FSA FE, lot area (m2)",ml_piscine_amenagement,Pool & Landscaping,-0.04621656294386885,0.016170885182987715,0.004263060108395826,-4.516484211425286392"ML-D-L + FSA FE, lot area (m2)",bedrooms,Bedrooms,0.03323634554793076,0.0063334062637291485,1.539399629906244e-07,3.3794843178753364393"ML-D-L + FSA FE, lot area (m2)",bathrooms,Bathrooms,0.19403396898050762,0.008566929932418203,1.4211996979100852e-113,21.41375252696789394"ML-D-L + FSA FE, lot area (m2)",half_baths,Half-bathrooms,0.10141165565815874,0.005261546137577876,8.859957343821327e-83,10.673214055038827395"ML-D-L + FSA FE, lot area (m2)",parking,Parking,0.05000187826148436,0.00566717887002756,1.1137028667333933e-18,5.127307093988831396"ML-D-L + FSA FE, lot area (m2)",stories,Stories,0.04076093872337987,0.005318188238766026,1.7961208035033307e-14,4.160306881978326397"ML-D-L + FSA FE, lot area (m2)",log_lot_sqm,log lot area (m2),0.34197368534377426,0.009855809503430497,8.540418516566026e-264,40.77232532732307398"ML-D-L + FSA FE, lot area (m2)",lot_missing,Lot area missing,0.18811954118588925,0.007858079069334606,1.1848384096746234e-126,20.697779028242746399"ML-D-L + FSA FE, lot area (m2)",remarks_length,Description length,0.06760759737245087,0.005302861930922996,3.1469419445249548e-37,6.994537671584178400"ML-D-L + FSA FE, lot area (m2)",lang_en,English listing,0.0363800786876966,0.006001529419402326,1.3460546441125697e-09,3.704993217169106401"ML-D-L + FSA FE, lot area (m2)",lang_mixed,Mixed / uninformative,-0.016311131686021524,0.005996905638140265,0.00652967865218717,-1.617882550880112402