Split (1)

train · 11.2M rows

month_of_year int64 1 12	day_of_week int64 1 7	has_heat_pump bool 2 classes	has_home_battery bool 2 classes	has_solar_pv bool 2 classes	has_electric_hot_water bool 2 classes	has_electric_radiator bool 2 classes	is_mains_gas bool 2 classes	property_type stringclasses 8 values	energy_rating stringclasses 3 values	urbanity stringclasses 2 values	kwh stringlengths 284 1.09k	has_ev bool 2 classes	has_lct bool 2 classes
7	4	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[0.7583850026130676, 0.7288979291915894, 0.720928430557251, 0.7213190793991089, 0.7609678506851196, 0.8281988501548767, 0.7960859537124634, 0.5594035387039185, 0.19489622116088867, 0.00976601243019104, 0.43600672483444214, 2.0252246856689453, 1.7214581966400146, 0.21590588986873627, 0.09908238053321838, 0.0911104083061...	false	true
4	7	true	false	true	false	false	true	Semi_Detached	D_E	Urban	[1.4225313663482666, 0.0, 0.0, 0.0, 0.0059892237186431885, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.977046012878418, 0.9811635613441467, 0.0, 0.0, 0.0, 0.004302322864532471, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0007476806640625, 0.003886580467224121, 0.0036648809909820557, 0.0, 0.002684354782104492, 0.031619250774383545, 0.05543780326843...	true	true
10	4	true	true	true	false	false	false	Detached	A_B_C	Remote	[0.15807171165943146, 0.0, 0.0, 0.0, 0.17507052421569824, 1.056492567062378, 0.19689889252185822, 0.0, 0.06254696846008301, 0.0, 0.0, 0.0, 0.013711869716644287, 0.01848006248474121, 0.023369818925857544, 0.026360541582107544, 0.019252151250839233, 0.014092803001403809, 0.017663270235061646, 0.02369341254234314, 0.02754...	true	true
1	3	true	false	false	false	false	false	Semi_Detached	A_B_C	Remote	[0.1013917326927185, 1.1257061958312988, 1.1246964931488037, 1.0825695991516113, 1.2910175323486328, 1.5512447357177734, 1.7392759323120117, 0.27044716477394104, 0.18386980891227722, 0.029932081699371338, 0.10502925515174866, 1.0916836261749268, 0.8548083305358887, 0.6092257499694824, 0.34459635615348816, 0.31189468502...	true	true
12	2	true	true	true	false	false	true	Detached	D_E	Urban	[3.921597719192505, 0.14221343398094177, 0.0, 0.0261838436126709, 0.0, 0.05702194571495056, 0.03529950976371765, 0.030952900648117065, 0.05388030409812927, 0.07073748111724854, 0.12381204962730408, 0.1907656490802765, 0.2563454806804657, 0.3513461947441101, 0.4671630263328552, 0.44884195923805237, 0.4971362352371216, 0...	true	true
6	7	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.7345371246337891, 0.7773277163505554, 0.5730632543563843, 2.5644052028656006, 1.7939231395721436, 0.3356747627258301, 0.6586067080497742, 0.835345447063446, 0.8434758186340332, 0.842714786529541, 0.869795024394989, 0.8804478645324707, 1.0781193971633911, 1.2871874570846558, 1.476994514465332, 1.5042674541473389, 1.3...	true	true
3	4	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.25692474842071533, 0.23871031403541565, 0.18041932582855225, 0.1727992445230484, 0.14079168438911438, 0.1330277919769287, 0.13266608119010925, 0.10826662182807922, 0.10494247078895569, 0.03976106643676758, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.027287572622299194, 0.036099791526794434, 0.06787025928497314, 0.072146445...	true	true
9	2	true	false	false	true	false	false	Semi_Detached	A_B_C	Remote	[0.3062532842159271, 0.04130718111991882, 0.04104739427566528, 0.7316778302192688, 0.061543822288513184, 0.034641772508621216, 0.22642949223518372, 0.15245269238948822, 0.13396991789340973, 0.0942700207233429, 0.16300562024116516, 0.6325027942657471, 0.16546505689620972, 0.18995976448059082, 0.1452403962612152, 0.14636...	true	true
6	7	true	false	false	true	false	false	House	A_B_C	Remote	[0.7947858572006226, 3.722888946533203, 3.5074143409729004, 3.479757070541382, 3.5361087322235107, 3.6762044429779053, 3.8910062313079834, 3.6363332271575928, 0.4952903985977173, 0.20431557297706604, 0.37890005111694336, 0.7214252948760986, 0.29750004410743713, 0.1914757490158081, 0.08625316619873047, 0.038111418485641...	false	true
9	6	true	false	false	false	false	false	Semi_Detached	A_B_C	Remote	[0.0, 0.0, 0.0, 0.7554341554641724, 0.05310225486755371, 0.5940985679626465, 0.5914294719696045, 0.7620717287063599, 0.7530033588409424, 0.49938005208969116, 0.39847221970558167, 0.06275767087936401, 0.003008544445037842, 0.007574975490570068, 0.0, 0.0, 0.0, 0.0, 0.0014856159687042236, 0.016884177923202515, 0.031310588...	true	true
7	7	true	false	false	true	false	true	Semi_Detached	D_E	Urban	[1.6500682830810547, 1.01627779006958, 0.8321735858917236, 0.8055581450462341, 0.7835437059402466, 0.7437677979469299, 0.7123740911483765, 0.6946310997009277, 0.7288495302200317, 0.7387285828590393, 0.638892650604248, 0.14177799224853516, 0.0, 0.015359580516815186, 0.01059672236442566, 0.007569640874862671, 0.005603104...	false	true
1	3	true	false	false	false	false	false	Detached	D_E	Remote	[0.22842855751514435, 1.6019299030303955, 0.536677896976471, 0.0, 0.1513662040233612, 0.24819882214069366, 0.1403026133775711, 0.11342306435108185, 0.12799109518527985, 0.09566718339920044, 0.1396256387233734, 0.26050427556037903, 0.4374657869338989, 0.4788898229598999, 0.5945635437965393, 0.664901614189148, 0.40047273...	true	true
3	2	true	true	true	true	false	false	Semi_Detached	A_B_C	Remote	[1.1529006958007812, 2.248727560043335, 2.0503556728363037, 1.2849750518798828, 2.044111967086792, 2.5198137760162354, 2.9274988174438477, 0.07792967557907104, 0.002391308546066284, 0.0, 0.0, 0.024883121252059937, 0.018067628145217896, 0.015844523906707764, 0.005037188529968262, 0.006976813077926636, 0.0, 0.00482803583...	false	true
12	6	true	false	false	false	false	true	House	D_E	Urban	[2.2869784832000732, 1.7938072681427002, 0.7695403695106506, 0.32108309864997864, 0.23199856281280518, 0.2628602385520935, 0.23744231462478638, 0.20924721658229828, 0.21857936680316925, 0.23212167620658875, 0.32904380559921265, 0.5847209692001343, 0.6299551725387573, 0.31878864765167236, 0.06979301571846008, 0.05162456...	false	true
5	2	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[2.3131721019744873, 1.797644853591919, 0.6849931478500366, 0.460951030254364, 0.38095930218696594, 0.38911351561546326, 0.4003909230232239, 0.3596184253692627, 0.35302287340164185, 0.3591272830963135, 0.4188782572746277, 0.5233481526374817, 0.8292186260223389, 1.4548778533935547, 1.3870463371276855, 0.8057905435562134...	true	true
8	6	true	false	false	false	false	false	Detached	D_E	Remote	[0.2433137446641922, 0.2513801157474518, 0.15638384222984314, 0.15870603919029236, 0.12511585652828217, 0.06757092475891113, 0.15307752788066864, 0.1324838548898697, 0.11796343326568604, 0.09787014126777649, 0.15446345508098602, 0.05926996469497681, 0.06516897678375244, 0.06115338206291199, 0.04912319779396057, 0.01271...	true	true
5	6	true	true	true	true	false	true	Semi_Detached	D_E	Urban	[0.1843591034412384, 0.12179049849510193, 0.04983845353126526, 0.09054678678512573, 0.04570546746253967, 0.017979741096496582, 0.0, 1.1589927673339844, 1.5712409019470215, 0.9262688159942627, 1.1195100545883179, 1.3435957431793213, 0.24302610754966736, 0.02973252534866333, 0.0, 0.0, 0.0020000040531158447, 0.00781884789...	false	true
6	5	true	false	false	false	false	true	Terraced	D_E	Urban	[0.07138127088546753, 0.0415496826171875, 0.02937600016593933, 0.01043713092803955, 0.02199012041091919, 0.0369473397731781, 0.070696622133255, 0.5413990020751953, 1.2111396789550781, 0.8749964237213135, 0.7101048827171326, 0.509870171546936, 0.4912272095680237, 0.5864095687866211, 1.0483946800231934, 0.809716045856475...	false	true
1	4	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[1.8258028030395508, 1.433255910873413, 1.176581621170044, 1.0409483909606934, 1.050076961517334, 1.0614359378814697, 0.906397819519043, 0.14892171323299408, 0.12148907780647278, 0.12079788744449615, 0.11394880712032318, 0.11803190410137177, 0.12578442692756653, 0.18998634815216064, 0.2764318585395813, 0.25911992788314...	false	true
3	7	true	false	false	false	false	false	Detached	A_B_C	Remote	[0.7702353596687317, 0.702850341796875, 0.6807881593704224, 0.6507049798965454, 0.6326886415481567, 0.6251074075698853, 0.6093555688858032, 0.6006712913513184, 0.5793110132217407, 0.5858609676361084, 0.5674945116043091, 0.5320597887039185, 0.49098455905914307, 0.7268505692481995, 2.0059518814086914, 1.0393130779266357,...	true	true
7	6	true	false	false	false	false	false	House	D_E	Remote	[1.7388155460357666, 1.6167747974395752, 0.3477860987186432, 0.282459020614624, 0.24881723523139954, 0.259272962808609, 0.27549588680267334, 0.25314873456954956, 0.27708548307418823, 0.2816300392150879, 0.2859198749065399, 0.27041494846343994, 0.209361270070076, 0.12447331845760345, 0.0580407977104187, 0.04996341466903...	false	true
9	7	true	false	false	false	false	false	Detached	D_E	Remote	[0.3776223063468933, 0.34071454405784607, 0.4189615845680237, 0.3733377158641815, 0.3762599229812622, 0.3874903917312622, 0.41172102093696594, 0.4273511469364166, 0.4290364384651184, 0.452635794878006, 0.5257962942123413, 0.6534645557403564, 0.31188657879829407, 0.1449892520904541, 0.04435691237449646, 0.01990151405334...	true	true
3	1	true	false	false	false	false	true	House	D_E	Urban	[0.5365099906921387, 0.27620720863342285, 0.24673670530319214, 0.23020042479038239, 0.22327935695648193, 0.2226855307817459, 0.2142600119113922, 0.2071516513824463, 0.21371059119701385, 0.22102433443069458, 0.24275091290473938, 0.2517782151699066, 0.2800484895706177, 0.30857622623443604, 0.35958412289619446, 0.41161611...	true	true
3	5	true	false	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.5764217972755432, 1.323838472366333, 1.2599174976348877, 1.2560770511627197, 1.2657663822174072, 1.242814302444458, 1.2406768798828125, 0.023709118366241455, 0.023506999015808105, 0.05371221899986267, 0.06865957379341125, 0.09250864386558533, 0.10217165946960449, 0.16695454716682434, 0.47637882828712463, 0.894019007...	false	true
12	2	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.5586350560188293, 0.9485466480255127, 1.1923167705535889, 1.0940783023834229, 1.0880086421966553, 1.0942409038543701, 1.0595316886901855, 1.1037781238555908, 0.6958596706390381, 0.41442838311195374, 0.38273748755455017, 0.41038021445274353, 0.5102112889289856, 0.6745775938034058, 0.9831709861755371, 1.16593980789184...	true	true
5	3	true	false	false	true	false	true	Detached	A_B_C	Urban	[0.27821409702301025, 0.3662976622581482, 1.6087241172790527, 1.5442945957183838, 1.5008549690246582, 1.4851806163787842, 1.4465513229370117, 1.4867854118347168, 1.522888422012329, 1.4839651584625244, 0.4174928367137909, 0.1037926971912384, 0.0666554868221283, 0.044397324323654175, 0.029847681522369385, 0.0533576309680...	true	true
6	1	true	false	false	false	false	true	Terraced	A_B_C	Urban	[0.2492552399635315, 0.6922018527984619, 0.8263219594955444, 0.7012543678283691, 0.9235326647758484, 0.871849775314331, 1.0670685768127441, 0.027391165494918823, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0557936429977417, 0.04602253437042236, 0.15803276002407074, 0.162708997...	false	true
1	2	true	false	false	false	false	true	House	D_E	Urban	[0.1859799027442932, 0.16773119568824768, 0.15745055675506592, 0.1509602665901184, 0.15546724200248718, 0.1475459635257721, 0.1574351191520691, 0.14035268127918243, 0.15439294278621674, 0.15784260630607605, 0.18536321818828583, 0.2150181531906128, 0.2342281937599182, 0.26269009709358215, 0.3510631322860718, 0.552175641...	false	true
9	5	true	true	true	false	false	true	House	D_E	Urban	[0.7185163497924805, 0.5014706254005432, 0.4017423391342163, 0.3664822578430176, 0.35333016514778137, 0.34470081329345703, 0.3138323426246643, 0.2672683894634247, 0.2470719814300537, 0.1920987218618393, 0.12631763517856598, 0.0365411639213562, 0.00018492341041564941, 0.008143812417984009, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...	false	true
12	7	true	false	false	false	false	true	Detached	D_E	Urban	[0.3741857409477234, 0.42570096254348755, 0.44173598289489746, 0.4192621111869812, 0.4484283924102783, 0.45609867572784424, 0.4533473551273346, 0.3351634740829468, 0.46404629945755005, 0.7557318210601807, 2.0191404819488525, 2.0075576305389404, 1.9054207801818848, 1.8350367546081543, 1.3389267921447754, 0.8430462479591...	false	true
7	7	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.02344939112663269, 0.04889616370201111, 0.057656556367874146, 0.07090622186660767, 0.055558234453201294, 0.046321213245391846, 0.03609016537666321, 0.03462013602256775, 0.04278618097305298, 0.0650952160358429, 0.16224205493927002, 0.3833943009376526, 0.07324936985969543, 0.045017391443252563, 0.059291064739227295, 0...	true	true
1	2	true	false	false	false	false	false	Detached	D_E	Remote	[1.0729358196258545, 0.22081546485424042, 0.0, 0.0, 0.0988420844078064, 0.22904890775680542, 2.3641865253448486, 0.07066717743873596, 0.0, 0.027697652578353882, 0.15022200345993042, 0.18674741685390472, 0.1460457146167755, 0.17394763231277466, 0.016629725694656372, 0.0, 0.0, 0.0, 1.0480639934539795, 0.4592871367931366,...	false	true
6	7	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[0.020918816328048706, 0.024167120456695557, 0.02224227786064148, 0.030080556869506836, 0.03653714060783386, 0.027553707361221313, 0.021456241607666016, 0.02903023362159729, 0.034706056118011475, 0.03200960159301758, 0.04164925217628479, 0.05371379852294922, 0.1558322310447693, 0.3132167458534241, 0.3957609236240387, 0...	true	true
12	4	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.5036201477050781, 0.32929107546806335, 0.31232041120529175, 0.19330812990665436, 0.015509694814682007, 0.007440358400344849, 0.08711007237434387, 0.18005099892616272, 0.13637056946754456, 0.821946382522583, 0.23091581463813782, 0.32743212580680847, 0.9139869213104248, 0.1834532767534256, 0.3123280704021454, 0.020689...	false	true
4	3	true	true	true	true	false	false	Semi_Detached	A_B_C	Remote	[0.5014228820800781, 3.3173556327819824, 1.3949882984161377, 0.4476277232170105, 0.4355587363243103, 0.43063756823539734, 0.44132256507873535, 0.45350947976112366, 0.4263371229171753, 0.41955500841140747, 0.43419378995895386, 0.45182004570961, 0.49163368344306946, 0.5562996864318848, 0.6904842853546143, 0.7286281585693...	false	true
4	5	true	false	false	false	false	false	Detached	D_E	Remote	[1.977726697921753, 0.053755342960357666, 0.0, 0.0, 0.0, 0.005717575550079346, 0.0376015305519104, 0.07601353526115417, 0.1051332950592041, 0.11388750374317169, 0.155839204788208, 0.2055409848690033, 0.25266560912132263, 0.3187827467918396, 0.3508799076080322, 0.30733636021614075, 0.2943994998931885, 0.2569835186004638...	true	true
1	7	true	true	false	false	false	false	House	D_E	Remote	[2.042821168899536, 2.1181817054748535, 2.119471549987793, 2.13041353225708, 2.16277813911438, 2.186955213546753, 2.2259156703948975, 2.2262496948242188, 2.209280490875244, 0.6933016777038574, 0.21622857451438904, 0.20820139348506927, 0.23235869407653809, 0.25212255120277405, 0.33647143840789795, 0.4839920401573181, 0....	false	true
6	7	true	false	false	true	false	false	Semi_Detached	D_E	Remote	[0.7694922685623169, 0.6448268890380859, 0.6273071765899658, 0.6324515342712402, 0.5082672834396362, 0.5949332118034363, 0.4132213890552521, 0.3808883726596832, 0.42544567584991455, 0.42026710510253906, 0.4134226143360138, 0.40241539478302, 0.4120658040046692, 0.2987421751022339, 0.08772477507591248, 0.0314516127109527...	false	true
4	3	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.6820874214172363, 0.7712711095809937, 0.41284045577049255, 1.3338778018951416, 3.4332151412963867, 0.12700289487838745, 0.0, 0.22631491720676422, 0.2701890468597412, 0.31144505739212036, 0.2613220810890198, 0.2441406399011612, 0.28609710931777954, 0.29294735193252563, 0.3262043595314026, 0.36334556341171265, 0.35311...	false	true
12	2	true	false	false	true	false	true	Semi_Detached	D_E	Urban	[2.0195910930633545, 0.3957814574241638, 0.7583756446838379, 1.006555199623108, 0.8009573221206665, 3.042079448699951, 4.189745903015137, 4.804837703704834, 0.9858302474021912, 0.031126469373703003, 0.18027471005916595, 0.5189719200134277, 0.0, 0.04427647590637207, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,...	false	true
11	7	true	false	false	true	false	true	Semi_Detached	A_B_C	Urban	[0.08549684286117554, 0.10644873976707458, 0.10655054450035095, 0.08721715211868286, 0.08505582809448242, 0.09026756882667542, 0.09679126739501953, 0.08653271198272705, 0.08818811178207397, 0.08066794276237488, 0.08135092258453369, 0.10016679763793945, 0.13774770498275757, 0.10231071710586548, 0.051486462354660034, 0.0...	true	true
5	5	true	true	true	false	false	true	House	A_B_C	Urban	[0.9559608101844788, 2.2694294452667236, 2.2198922634124756, 2.221606969833374, 2.1898348331451416, 1.0505931377410889, 0.30708473920822144, 0.25833481550216675, 0.221475750207901, 0.2264988273382187, 0.25155285000801086, 0.23211750388145447, 0.2553955316543579, 0.33819741010665894, 0.5393998622894287, 0.61360067129135...	true	true
1	2	true	false	false	false	false	false	House	A_B_C	Remote	[0.8772076964378357, 0.04566514492034912, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01952025294303894, 0.0036262571811676025, 0.04814034700393677, 0.02271789312362671, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005619913339614868, 0.01869925856590271, 0.0, 0.0174904465675354, 0.0, 0.0, 4.013465404510498, 3.2128546237945557, ...	false	true
12	7	true	false	false	false	false	true	House	D_E	Urban	[0.06855440139770508, 1.6153321266174316, 2.5214216709136963, 2.445214033126831, 2.9102563858032227, 3.347594738006592, 1.349871039390564, 0.021381407976150513, 0.0075969696044921875, 0.020274430513381958, 0.03894588351249695, 0.06802567839622498, 0.062410324811935425, 0.558488130569458, 1.6797266006469727, 0.497804820...	false	true
11	1	true	false	false	false	false	false	Detached	D_E	Remote	[0.45412012934684753, 0.8464953899383545, 0.977288007736206, 1.337181568145752, 3.2606406211853027, 3.0657143592834473, 2.949394464492798, 3.0340943336486816, 3.0723538398742676, 0.5169727802276611, 0.5063302516937256, 0.6046260595321655, 1.3583192825317383, 2.5713050365448, 1.1226675510406494, 1.0551271438598633, 1.14...	false	true
8	3	true	true	true	false	false	true	Detached	A_B_C	Urban	[1.7976245880126953, 0.0, 0.0, 0.0, 0.30641162395477295, 0.0, 0.0, 0.0, 0.0, 0.0021566152572631836, 0.0403534471988678, 0.17512506246566772, 0.20985689759254456, 0.031366825103759766, 0.010340452194213867, 0.0, 0.0, 0.0, 0.0009959042072296143, 0.005219131708145142, 0.0065389275550842285, 0.0031218230724334717, 0.000149...	true	true
4	6	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[0.39535874128341675, 0.3725888431072235, 0.36295124888420105, 0.35913634300231934, 0.3587033450603485, 0.35889703035354614, 0.3536577820777893, 0.3658519387245178, 0.36161279678344727, 0.36865249276161194, 0.37910792231559753, 0.3992938995361328, 0.4358533024787903, 0.45977598428726196, 0.4866512417793274, 0.601691126...	false	true
8	7	true	false	false	true	false	true	Detached	D_E	Urban	[0.30062219500541687, 0.2758403718471527, 0.2546933889389038, 0.23465579748153687, 0.2309844195842743, 0.22762218117713928, 0.21178293228149414, 0.20540384948253632, 0.2064475417137146, 0.19940915703773499, 0.19876301288604736, 0.19864977896213531, 0.17460966110229492, 0.2292425036430359, 0.3327939510345459, 0.22036425...	false	true
4	6	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.05037766695022583, 0.2396235316991806, 0.22157910466194153, 0.18416950106620789, 0.2750214636325836, 0.9074034690856934, 0.40976157784461975, 0.9307624697685242, 0.8449516296386719, 0.017970800399780273, 0.05316099524497986, 0.25421395897865295, 0.274935781955719, 0.0, 0.0, 0.030322253704071045, 0.02208024263381958,...	true	true
9	7	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[1.537797451019287, 1.4247891902923584, 1.1481032371520996, 0.8425595760345459, 0.7751983404159546, 0.7134472131729126, 0.5644394755363464, 0.39816737174987793, 0.3989064693450928, 0.3963199555873871, 0.3792000412940979, 0.3551904857158661, 0.3481140434741974, 0.33567434549331665, 0.31432679295539856, 0.303729027509689...	true	true
5	3	true	true	true	false	false	true	Terraced	D_E	Urban	[1.2262177467346191, 2.698126792907715, 4.139108657836914, 2.389967441558838, 3.5245139598846436, 4.800820827484131, 4.18752384185791, 0.313307523727417, 0.13862435519695282, 0.02153518795967102, 0.020686477422714233, 0.051277369260787964, 0.045095622539520264, 0.030139267444610596, 0.0035861432552337646, 0.01764583587...	false	true
9	5	true	true	true	false	false	false	House	D_E	Remote	[1.4374206066131592, 2.0257744789123535, 2.21647047996521, 2.2061593532562256, 2.7002453804016113, 0.5762649774551392, 0.10494714975357056, 0.04986491799354553, 0.03696635365486145, 0.0655049979686737, 0.07375320792198181, 0.08164209127426147, 0.09659275412559509, 0.21792025864124298, 1.073922872543335, 0.9387690424919...	false	true
1	7	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[0.21582716703414917, 1.5449724197387695, 1.3656589984893799, 1.3838067054748535, 1.3931999206542969, 1.4629590511322021, 1.6168365478515625, 1.6732769012451172, 1.6121482849121094, 1.2062057256698608, 0.1540244072675705, 0.15144246816635132, 0.34592965245246887, 0.2457025945186615, 0.03715822100639343, 0.0406126081943...	true	true
1	3	true	false	false	false	false	false	Semi_Detached	A_B_C	Remote	[0.41043105721473694, 0.41763126850128174, 0.4234774112701416, 0.4404926896095276, 0.4413548707962036, 0.4552605152130127, 0.44120684266090393, 0.41704031825065613, 0.4333873689174652, 0.42757418751716614, 0.4188438653945923, 0.35348108410835266, 0.2078728973865509, 0.12171517312526703, 1.4646110534667969, 0.0, 0.0, 0....	true	true
3	3	true	true	true	false	false	false	Semi_Detached	A_B_C	Remote	[0.27106988430023193, 0.22888337075710297, 0.2137075513601303, 0.20082928240299225, 0.16867098212242126, 0.1619875580072403, 0.153793603181839, 0.15534648299217224, 0.15214596688747406, 0.14649856090545654, 0.16980573534965515, 0.19345498085021973, 0.16087450087070465, 0.6625522375106812, 0.0, 1.054992914199829, 0.6171...	true	true
11	2	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[0.3766738772392273, 0.28588131070137024, 0.32611775398254395, 2.1069836616516113, 2.739595890045166, 2.748166561126709, 2.7276418209075928, 2.753546953201294, 2.744748115539551, 2.8292062282562256, 2.8411800861358643, 2.643481731414795, 0.8106153607368469, 0.5460814237594604, 0.6745492219924927, 0.923886239528656, 1.1...	false	true
8	5	true	false	true	true	false	false	House	A_B_C	Remote	[1.2109965085983276, 1.2953801155090332, 1.2746933698654175, 1.302865743637085, 1.3220713138580322, 1.29671049118042, 0.4127020537853241, 0.16398587822914124, 0.13867034018039703, 0.1496504843235016, 0.17445780336856842, 0.2255900800228119, 0.30119606852531433, 0.47063982486724854, 0.8304863572120667, 1.033667564392089...	false	true
4	4	true	false	true	false	false	true	Detached	A_B_C	Urban	[1.3115789890289307, 1.334453821182251, 1.3207764625549316, 1.3042027950286865, 1.3227354288101196, 1.071557641029358, 0.44290417432785034, 0.33742237091064453, 0.3577654957771301, 0.3504057824611664, 0.38595452904701233, 0.3984168469905853, 0.4442700445652008, 0.5278517603874207, 0.635442852973938, 0.6800065040588379,...	true	true
3	5	true	true	true	false	false	false	Semi_Detached	A_B_C	Remote	[0.1473272144794464, 0.12291687726974487, 0.10018247365951538, 0.10484936833381653, 0.09928563237190247, 0.08583679795265198, 0.10456061363220215, 0.10215863585472107, 0.10012713074684143, 0.10782888531684875, 0.1157546192407608, 0.10701103508472443, 0.1196848452091217, 0.07911452651023865, 0.0009113550186157227, 0.092...	true	true
4	4	true	true	true	false	false	false	Semi_Detached	A_B_C	Remote	[0.3875643014907837, 2.0422606468200684, 2.6982486248016357, 2.756420135498047, 2.700916051864624, 2.6388587951660156, 2.5535454750061035, 2.428769588470459, 1.614880084991455, 0.4419887065887451, 0.41605427861213684, 0.4348539113998413, 0.4570755660533905, 0.7105140686035156, 1.1770678758621216, 0.7183159589767456, 0....	true	true
6	6	true	false	false	false	false	false	Detached	A_B_C	Remote	[2.6121065616607666, 0.594484269618988, 0.5605235695838928, 3.3409931659698486, 4.037347316741943, 3.665219783782959, 2.9755613803863525, 2.810628652572632, 1.2277600765228271, 0.549702525138855, 0.4213332533836365, 0.29709529876708984, 0.21224690973758698, 0.20714890956878662, 0.2087479531764984, 0.20303426682949066, ...	true	true
3	6	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.39912620186805725, 0.3338092863559723, 0.42469602823257446, 0.701021671295166, 0.8104565143585205, 0.7397611737251282, 0.7217736840248108, 0.7975459098815918, 0.806900143623352, 0.7605898380279541, 0.7689239978790283, 0.7758715152740479, 0.6740342974662781, 0.6983562707901001, 0.5287981033325195, 0.438699334859848, ...	true	true
9	7	true	false	false	false	false	false	Detached	D_E	Remote	[1.061701774597168, 1.3487403392791748, 1.227089524269104, 1.273561716079712, 1.2791311740875244, 1.2836933135986328, 1.2736377716064453, 1.2686688899993896, 0.2742740511894226, 0.03268095850944519, 0.03985840082168579, 0.03182870149612427, 0.008394777774810791, 0.0042476654052734375, 1.1779183149337769, 0.609470725059...	true	true
9	3	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.44074776768684387, 0.46383747458457947, 0.4531065821647644, 0.44890424609184265, 0.4538941979408264, 0.4496583342552185, 0.4315990209579468, 0.4216391444206238, 0.41772210597991943, 0.3928556442260742, 0.3699881136417389, 0.30609869956970215, 0.2239254117012024, 0.174429252743721, 0.09839081764221191, 0.064918667078...	true	true
9	6	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[1.0260951519012451, 1.191672682762146, 1.1895267963409424, 1.2257976531982422, 1.3635988235473633, 0.5276364088058472, 0.19631242752075195, 0.2576267123222351, 0.29497113823890686, 0.3448060154914856, 0.4886914789676666, 0.6479225754737854, 0.7401871085166931, 0.6477125883102417, 1.0907455682754517, 0.2905189096927643...	true	true
3	7	true	false	false	false	false	false	Detached	D_E	Remote	[2.0034124851226807, 1.492842197418213, 0.4910878539085388, 0.3245362639427185, 0.3085606098175049, 0.21647246181964874, 0.25534215569496155, 0.23472940921783447, 0.2366383671760559, 0.23502378165721893, 0.28467434644699097, 0.2987387478351593, 0.35258984565734863, 0.3985825181007385, 0.4365311861038208, 0.495292305946...	true	true
6	3	true	true	true	false	false	false	House	A_B_C	Remote	[0.38670700788497925, 0.5564186573028564, 0.882744312286377, 0.7699824571609497, 1.129983901977539, 1.4643914699554443, 2.10904860496521, 2.1501734256744385, 2.0274574756622314, 0.23787090182304382, 0.19412459433078766, 1.1153610944747925, 0.02958640456199646, 0.0, 0.0, 0.0, 0.008817523717880249, 0.0009220242500305176,...	true	true
5	2	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.030619025230407715, 0.018834203481674194, 0.017493516206741333, 0.014669477939605713, 0.010901778936386108, 0.008395969867706299, 0.010899990797042847, 0.010175228118896484, 0.012335419654846191, 0.006267726421356201, 0.01466912031173706, 0.023095160722732544, 0.047185808420181274, 0.07825830578804016, 0.27243304252...	true	true
1	2	true	true	true	false	false	false	House	D_E	Remote	[3.3212759494781494, 0.6551109552383423, 0.2734043598175049, 0.2649728059768677, 0.274128794670105, 0.27779847383499146, 0.29385802149772644, 0.2860984206199646, 0.2812196910381317, 0.307057648897171, 0.3614653944969177, 0.4244289696216583, 0.5163918733596802, 0.4817548096179962, 0.37829264998435974, 0.3524909019470215...	false	true
6	7	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.8678671717643738, 0.8619834184646606, 0.7354771494865417, 0.6848371624946594, 0.6584160327911377, 0.6336003541946411, 0.6097053289413452, 0.5818783044815063, 0.5626432299613953, 0.51475590467453, 0.4523545503616333, 0.38237273693084717, 0.29998305439949036, 0.24574750661849976, 0.18817977607250214, 0.162783250212669...	true	true
7	3	true	false	false	true	false	false	Detached	D_E	Remote	[0.19095692038536072, 0.423007607460022, 1.1023519039154053, 1.0259335041046143, 1.1414594650268555, 1.2586338520050049, 4.237041473388672, 3.4106059074401855, 0.8452329635620117, 0.0, 0.0, 0.452239066362381, 0.46168187260627747, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.028093844652175903, 0.03555741906166077, 0.03345...	false	true
6	5	true	false	false	true	false	false	Semi_Detached	A_B_C	Remote	[0.3535606861114502, 0.3191995322704315, 0.3232031464576721, 1.779674768447876, 2.4268593788146973, 2.3381152153015137, 2.2397241592407227, 2.2319159507751465, 2.1238276958465576, 1.3599011898040771, 0.20342135429382324, 0.18607494235038757, 0.20768775045871735, 0.24520298838615417, 0.3114643692970276, 0.40549921989440...	false	true
1	3	true	true	true	false	false	false	House	A_B_C	Remote	[3.639359951019287, 3.4343972206115723, 3.1654393672943115, 2.865525722503662, 2.319939374923706, 1.6408581733703613, 1.276146650314331, 0.8290122151374817, 0.8163789510726929, 0.8712496161460876, 0.9355400204658508, 1.0234575271606445, 1.2168705463409424, 1.7121336460113525, 1.4604060649871826, 1.0631706714630127, 0.7...	false	true
8	3	true	true	true	false	false	true	Detached	A_B_C	Urban	[1.3247332572937012, 0.1598910093307495, 1.0774478912353516, 0.023410439491271973, 1.6447296142578125, 1.7318367958068848, 1.8536932468414307, 1.4583134651184082, 0.10438132286071777, 0.0, 0.03183910250663757, 0.029163897037506104, 0.019410699605941772, 0.017288267612457275, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.001366347074...	true	true
11	6	true	false	false	false	false	false	House	D_E	Remote	[2.0332272052764893, 1.8918886184692383, 1.8634705543518066, 1.9025928974151611, 0.9112796783447266, 0.10652562975883484, 0.07284015417098999, 0.03630325198173523, 0.033067405223846436, 0.022177904844284058, 0.024539977312088013, 0.09966909885406494, 0.3621695041656494, 2.033893346786499, 1.1998945474624634, 0.33698537...	false	true
12	2	true	false	false	false	false	false	Detached	D_E	Remote	[0.5481109619140625, 0.6004629135131836, 0.6097129583358765, 0.6263406276702881, 0.6431350111961365, 0.6511861085891724, 0.6517314910888672, 0.6132987141609192, 0.6007907390594482, 0.5770305395126343, 0.5853292942047119, 0.6448119282722473, 0.7321391105651855, 0.5539313554763794, 0.5125650763511658, 0.43230003118515015...	true	true
4	2	true	false	true	false	false	false	Detached	D_E	Remote	[2.31160831451416, 2.4026858806610107, 2.3886196613311768, 2.4314568042755127, 2.489896774291992, 2.519207239151001, 2.5415167808532715, 2.521158218383789, 2.504140615463257, 2.497252941131592, 2.5971436500549316, 0.8349736928939819, 0.08523505926132202, 0.1259232610464096, 0.22285310924053192, 0.24173478782176971, 0.2...	true	true
1	2	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.9053664207458496, 1.5063233375549316, 0.7972989082336426, 0.5396794080734253, 0.36000674962997437, 0.2650231420993805, 0.7454515695571899, 1.3894293308258057, 0.9664497375488281, 0.11552843451499939, 0.4501586854457855, 0.6027644276618958, 0.370174765586853, 0.2527906894683838, 0.3046110272407532, 0.5555195808410645...	true	true
6	6	true	false	false	false	false	false	Detached	A_B_C	Remote	[2.282571315765381, 2.193451404571533, 2.043292999267578, 1.8463444709777832, 0.7272273302078247, 0.35034072399139404, 0.24153923988342285, 0.1968919336795807, 0.18435245752334595, 0.18339383602142334, 0.176090806722641, 0.17834511399269104, 0.19434592127799988, 0.1968834549188614, 0.20424211025238037, 0.19735410809516...	true	true
6	4	true	false	false	false	false	false	House	F_G	Remote	[2.305807590484619, 1.8873264789581299, 1.5622153282165527, 1.1812858581542969, 4.036534309387207, 3.553410530090332, 3.0004379749298096, 0.0, 0.0, 0.0, 0.0, 0.8017805814743042, 0.6866637468338013, 0.0, 0.07693949341773987, 0.22525669634342194, 0.022153347730636597, 0.0, 0.030469000339508057, 0.03313252329826355, 0.030...	false	true
5	7	true	true	true	false	false	false	Detached	D_E	Remote	[0.0550723671913147, 0.05990093946456909, 0.08917370438575745, 0.05994972586631775, 0.04995447397232056, 0.061907172203063965, 0.03930547833442688, 0.15146484971046448, 0.1526978760957718, 0.1502162367105484, 0.3847922086715698, 1.272493839263916, 2.497389793395996, 1.9749979972839355, 0.0, 0.0, 0.0, 0.0023779571056365...	false	true
3	6	true	false	true	true	false	false	House	A_B_C	Remote	[1.0001306533813477, 0.0, 0.0, 0.054090410470962524, 0.04319295287132263, 0.011370450258255005, 0.06436079740524292, 0.0, 0.0, 0.0, 0.0, 0.0, 0.9344345331192017, 1.0508842468261719, 0.0066184401512146, 0.0, 0.004683852195739746, 0.005051553249359131, 0.008419036865234375, 0.003343552350997925, 0.015760600566864014, 0.0...	false	true
10	4	true	false	false	false	false	false	Detached	A_B_C	Remote	[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13128787279129028, 2.265774726867676, 0.7175049781799316, 0.0, 0.06981474161148071, 0.07279184460639954, 0.08509892225265503, 0.11265997588634491, 0.08471745252609253, 0.03084525465965271, 0.017716944217681885, 0.03128468990325928, 0.09587088227272034, 0.2642463445663452, 0.5047905...	false	true
7	7	true	false	false	false	false	false	Detached	A_B_C	Remote	[0.18125157058238983, 0.14741703867912292, 0.13751913607120514, 0.1329098343849182, 0.1270170956850052, 0.12041991949081421, 0.10699863731861115, 0.10103565454483032, 0.1100684404373169, 0.10450920462608337, 0.10512563586235046, 0.1203836053609848, 0.12787756323814392, 0.12759515643119812, 0.13474613428115845, 0.123495...	true	true
11	2	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.4692454934120178, 1.958282470703125, 2.106529474258423, 1.8605942726135254, 2.224501848220825, 2.265874147415161, 2.2608652114868164, 0.3772875666618347, 0.06446847319602966, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.007874876260757446, 0.0, 0.0034871697425842285, 0.0, 0.004547059535980225, 0.0022989511489868164, 0.0145156979...	false	true
5	5	true	true	false	false	false	true	Semi_Detached	D_E	Urban	[0.7097989320755005, 0.9048359990119934, 0.867996096611023, 0.908090353012085, 3.074384927749634, 5.846565246582031, 5.6495256423950195, 5.048182487487793, 3.5923986434936523, 0.38433679938316345, 0.4064202904701233, 0.30892300605773926, 0.28479906916618347, 0.2753363251686096, 0.30711835622787476, 0.33196237683296204,...	false	true
3	7	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.015276074409484863, 0.025607138872146606, 0.03283247351646423, 0.015880882740020752, 0.021453648805618286, 0.04870954155921936, 0.10749100148677826, 0.06456390023231506, 0.0500277578830719, 0.02821451425552368, 0.006554991006851196,...	false	true
1	4	true	false	false	true	false	true	Semi_Detached	A_B_C	Urban	[0.10083401203155518, 1.911395788192749, 0.9502239227294922, 0.0806269645690918, 0.1931857168674469, 0.16459116339683533, 0.16565683484077454, 0.012243092060089111, 0.009615063667297363, 0.004932969808578491, 0.004277467727661133, 0.0, 0.0, 0.0, 0.0, 0.0, 0.009788870811462402, 0.007898718118667603, 0.0, 0.0, 0.00877100...	true	true
3	3	true	false	false	true	false	false	Semi_Detached	A_B_C	Remote	[0.4164043962955475, 1.0170400142669678, 1.2314352989196777, 1.1956098079681396, 1.2613282203674316, 1.2994880676269531, 1.3811113834381104, 1.4561755657196045, 1.4442250728607178, 1.4172954559326172, 1.4087011814117432, 1.4858367443084717, 1.3016953468322754, 0.6360647678375244, 0.1937999427318573, 0.15625792741775513...	true	true
4	1	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.4297941327095032, 0.4514005482196808, 0.3458734154701233, 0.33636635541915894, 0.36474671959877014, 1.3661742210388184, 1.6021623611450195, 1.0816364288330078, 0.40234407782554626, 0.40968167781829834, 0.4320695102214813, 0.444137305021286, 0.5614225268363953, 0.6043520569801331, 0.6875362396240234, 0.84419286251068...	true	true
7	5	true	true	true	true	false	true	Semi_Detached	A_B_C	Urban	[0.09933871030807495, 0.197081059217453, 0.20796532928943634, 0.22933366894721985, 0.19661712646484375, 0.19265945255756378, 0.17159777879714966, 0.15166030824184418, 0.13721878826618195, 0.07565909624099731, 0.0, 3.267824649810791, 0.976693868637085, 0.2204599529504776, 0.12010014057159424, 0.5833231210708618, 0.14866...	true	true
11	7	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[4.519822597503662, 4.1821722984313965, 4.065417766571045, 4.079896450042725, 4.006568908691406, 4.029391288757324, 4.006760120391846, 0.5303462743759155, 0.13216154277324677, 0.08337613940238953, 0.06477540731430054, 0.17945708334445953, 0.8874794244766235, 1.1184308528900146, 0.2573826313018799, 0.17128033936023712, ...	true	true
3	6	true	true	true	false	false	false	House	A_B_C	Remote	[0.16550299525260925, 0.1610109508037567, 0.16692520678043365, 0.17524230480194092, 0.16244396567344666, 0.1687096357345581, 0.18927502632141113, 0.16085423529148102, 0.15411129593849182, 0.1342291682958603, 0.13077327609062195, 0.1231793761253357, 0.16269633173942566, 0.4155940115451813, 1.2134848833084106, 0.68557131...	false	true
12	4	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.30817070603370667, 3.9505276679992676, 3.6571362018585205, 3.6400012969970703, 3.707638740539551, 3.729804754257202, 3.8563385009765625, 0.892084538936615, 0.21741561591625214, 0.2331991195678711, 0.2801085114479065, 0.4495851993560791, 0.81697678565979, 0.7701348066329956, 1.2515900135040283, 0.3632860779762268, 0....	false	true
6	3	true	false	false	false	false	true	Detached	D_E	Urban	[0.1352846771478653, 0.11873134970664978, 0.11134713888168335, 0.11608351767063141, 0.10436698794364929, 0.09830382466316223, 0.10516548156738281, 0.1075221449136734, 0.10700656473636627, 0.09417703747749329, 0.09721386432647705, 0.09044262766838074, 0.1474720686674118, 0.20506709814071655, 0.27835333347320557, 1.08798...	true	true
1	7	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[0.8026620149612427, 0.6160227060317993, 0.7311069965362549, 0.7653130292892456, 0.582927942276001, 0.35006269812583923, 0.3058992624282837, 0.3215024769306183, 0.3308117389678955, 0.3106042444705963, 0.30705803632736206, 0.32017290592193604, 0.3035213053226471, 0.2900767922401428, 0.22233203053474426, 0.20228536427021...	false	true
6	6	true	true	true	false	false	false	Semi_Detached	A_B_C	Remote	[1.3114731311798096, 0.6559001207351685, 1.2515287399291992, 1.3883886337280273, 1.162306785583496, 0.29747462272644043, 0.03096902370452881, 0.013260424137115479, 0.03293892741203308, 0.0709155797958374, 0.07830116152763367, 0.13759496808052063, 0.07326459884643555, 0.01147565245628357, 0.015643686056137085, 0.0, 0.01...	true	true
9	3	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.3092155456542969, 0.720032811164856, 1.0964303016662598, 1.0862369537353516, 1.1246864795684814, 1.2227433919906616, 1.320373296737671, 0.4461744427680969, 0.16620542109012604, 0.24980545043945312, 0.26757216453552246, 0.3073696196079254, 0.44050896167755127, 0.4062609374523163, 0.5292091369628906, 0.599817097187042...	false	true
9	2	true	true	true	false	false	true	Terraced	D_E	Urban	[2.145923614501953, 0.9652960300445557, 0.484796404838562, 0.055458128452301025, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.009463608264923096, 0.0065069496631622314, 0.0, 0.0, 0.007556557655334473, 0.016778171062469482, 0.03727012872695923, 0.007349520921707153, 0.0, 0.012843310832977295, 0.0, 0.007030606269836426, 0.0...	true	true
7	3	true	false	false	false	false	false	Detached	D_E	Remote	[3.172534942626953, 0.6988861560821533, 0.2672552466392517, 0.11513945460319519, 0.08444243669509888, 0.06520792841911316, 0.08565238118171692, 0.03328818082809448, 0.030897438526153564, 0.037222474813461304, 0.10057798027992249, 0.29214078187942505, 1.058619499206543, 1.9062178134918213, 2.1971230506896973, 1.69871544...	true	true

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