Datasets:

OpenSynth
/

cnz-faraday-3.1

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
9	2	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[1.792834997177124, 1.8151354789733887, 1.7945692539215088, 1.7659194469451904, 1.7388224601745605, 1.7612216472625732, 1.7691636085510254, 1.7591657638549805, 1.7676959037780762, 1.694014310836792, 1.7415413856506348, 0.716112494468689, 0.2635751962661743, 0.28293314576148987, 0.28305551409721375, 0.3008347153663635, ...	false	true
6	1	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[1.5656547546386719, 1.5907790660858154, 1.5239722728729248, 1.5088534355163574, 1.5542716979980469, 1.6076288223266602, 1.745664358139038, 1.8317222595214844, 1.7644944190979004, 0.577397346496582, 0.49378708004951477, 0.3871431052684784, 0.40739431977272034, 0.3980973958969116, 0.5305933952331543, 0.9065500497817993,...	false	true
2	7	true	false	false	false	false	false	House	D_E	Remote	[0.17039208114147186, 0.16393505036830902, 0.18317468464374542, 0.17921148240566254, 0.16981102526187897, 0.13611677289009094, 0.11687763035297394, 0.11202935874462128, 0.12895900011062622, 0.20246198773384094, 3.2876670360565186, 2.484800338745117, 0.54860919713974, 0.599285364151001, 0.949151337146759, 1.062188863754...	false	true
3	2	true	false	false	false	false	false	Semi_Detached	A_B_C	Remote	[0.7906339168548584, 1.819472074508667, 2.0725791454315186, 2.0541677474975586, 2.041234254837036, 2.019230842590332, 2.012315511703491, 1.9589359760284424, 1.954148769378662, 1.939476490020752, 2.0213475227355957, 1.318498134613037, 0.9183779954910278, 0.9785833954811096, 1.1659420728683472, 1.4768586158752441, 1.2632...	true	true
6	7	true	false	false	false	false	true	House	D_E	Urban	[0.332946240901947, 0.9270143508911133, 2.081723213195801, 2.031991481781006, 2.0616724491119385, 2.0869171619415283, 2.081376314163208, 0.46042951941490173, 0.21615807712078094, 0.17707045376300812, 0.1996285319328308, 0.19927126169204712, 0.21906161308288574, 0.23598626255989075, 0.23957552015781403, 0.25690951943397...	true	true
5	6	true	false	false	false	false	true	Terraced	A_B_C	Urban	[3.1045565605163574, 2.76298189163208, 2.691776752471924, 2.6434149742126465, 1.161534309387207, 0.10798448324203491, 0.11939579248428345, 0.05481290817260742, 0.06996655464172363, 0.0884605348110199, 0.10282537341117859, 0.13801167905330658, 0.27337130904197693, 0.29359155893325806, 0.15545186400413513, 0.129657253623...	true	true
11	6	true	false	false	false	false	false	Flat	A_B_C	Remote	[0.35947248339653015, 0.35119450092315674, 0.30767232179641724, 0.3043990135192871, 0.3215915262699127, 0.2861948609352112, 0.28102144598960876, 0.24452531337738037, 3.2287750244140625, 0.26530587673187256, 0.3480755686759949, 0.480895072221756, 0.721900999546051, 0.4047386944293976, 0.35700926184654236, 0.314539194107...	false	true
4	5	true	false	false	false	false	true	Detached	D_E	Urban	[0.0, 0.37937700748443604, 1.9745910167694092, 1.5913920402526855, 0.9866936802864075, 1.243321418762207, 1.5270969867706299, 1.6630017757415771, 1.5937652587890625, 1.6119582653045654, 1.7377898693084717, 1.8304383754730225, 2.548088312149048, 1.9477205276489258, 0.14200490713119507, 0.0, 0.02720668911933899, 0.038479...	true	true
8	6	true	false	false	false	false	false	Detached	D_E	Remote	[2.649195671081543, 2.9852218627929688, 0.41407597064971924, 0.775404691696167, 0.5509988069534302, 0.6625243425369263, 0.7101275324821472, 0.6809811592102051, 0.7467390298843384, 0.9206603169441223, 0.9847671985626221, 1.52308988571167, 1.4955172538757324, 0.596701979637146, 0.43634146451950073, 0.4215579032897949, 0....	true	true
6	7	true	true	true	true	false	true	Detached	D_E	Urban	[0.11396139860153198, 0.09317541122436523, 0.09522506594657898, 0.09457197785377502, 0.09193307161331177, 0.08959490060806274, 0.0877421498298645, 0.08888360857963562, 0.08578792214393616, 0.0983058512210846, 0.10302576422691345, 0.08753252029418945, 0.05111685395240784, 0.2749991714954376, 0.7207240462303162, 0.038772...	false	true
7	3	true	false	false	false	false	false	House	F_G	Remote	[1.00457763671875, 0.06816408038139343, 0.03287452459335327, 0.03521326184272766, 0.034878313541412354, 0.0428009033203125, 0.07395303249359131, 0.047078996896743774, 0.046894848346710205, 0.043064624071121216, 0.0818217396736145, 0.3145362138748169, 1.015000343322754, 1.168808937072754, 0.4580164849758148, 0.198373675...	false	true
7	7	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.6113588809967041, 3.558253288269043, 5.308672904968262, 5.4728684425354, 5.272390365600586, 4.872342109680176, 3.9719667434692383, 2.0625667572021484, 1.408038854598999, 0.9207262396812439, 0.6341360807418823, 0.5102549195289612, 0.5551320314407349, 0.614993691444397, 0.6584615707397461, 0.6468506455421448, 0.579563...	true	true
5	5	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.5711669921875, 0.3820302188396454, 1.4611904621124268, 2.3807573318481445, 2.3308053016662598, 1.816948413848877, 0.9329627156257629, 1.150155782699585, 0.7336589694023132, 0.49709761142730713, 0.5246040225028992, 0.4194453954696655, 0.10725100338459015, 0.05484279990196228, 0.0, 0.016091644763946533, 0.012516051530...	true	true
5	4	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[1.1187807321548462, 0.8840870261192322, 0.910003125667572, 0.45238155126571655, 0.4312371611595154, 2.537736177444458, 0.47334444522857666, 0.5646994113922119, 0.3968888223171234, 0.3353152573108673, 0.35495394468307495, 0.26907017827033997, 0.0905393660068512, 0.061818093061447144, 0.06484061479568481, 0.079554408788...	false	true
6	3	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.006339579820632935, 0.10330161452293396, 0.1442079097032547, 0.020614147186279297, 0.0, 0.010521292686462402, 0.20693162083625793, 0.1423368602991104, 0.160180926322937, 0.11704081296920776, 0.03137513995170593, 0.0, 0.24513036012649536, 0.4508228898048401,...	false	true
9	3	true	true	true	false	false	false	Detached	A_B_C	Remote	[0.058143287897109985, 0.04302722215652466, 0.04433572292327881, 0.04133370518684387, 0.03885680437088013, 0.043136388063430786, 0.0470069944858551, 0.04417845606803894, 0.048724085092544556, 0.04497873783111572, 0.05028209090232849, 0.0630737841129303, 0.08954602479934692, 0.11047396063804626, 0.25398698449134827, 0.3...	true	true
3	2	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.2650749683380127, 0.21405649185180664, 0.20831267535686493, 0.19135470688343048, 0.15670931339263916, 0.15346992015838623, 0.1374770700931549, 0.15536735951900482, 0.17107544839382172, 0.1827840805053711, 0.3107421398162842, 0.7040321826934814, 1.233433723449707, 0.6628329753875732, 0.0, 1.49755859375, 0.13997861742...	false	true
7	2	true	true	true	false	false	false	Terraced	D_E	Remote	[0.0, 1.258301019668579, 0.0, 0.21756254136562347, 0.30015164613723755, 0.18423478305339813, 0.09471258521080017, 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, 0.01398247480392456, 0.08903369307518005, 0.07174214720726013, 0.03309890627861023, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4975462555...	true	true
6	2	true	true	true	false	false	false	Semi_Detached	A_B_C	Remote	[0.10041004419326782, 2.6844482421875, 3.973283052444458, 4.0989089012146, 4.209924697875977, 4.376110076904297, 4.701083660125732, 4.743670463562012, 4.098542213439941, 0.3088718354701996, 0.7302367091178894, 0.645158588886261, 0.5826617479324341, 0.39292284846305847, 0.22632388770580292, 0.17629581689834595, 0.135537...	false	true
7	4	true	false	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.49753111600875854, 0.8946257829666138, 0.8489586114883423, 0.8779649138450623, 0.9055851697921753, 0.9597092270851135, 0.8671807050704956, 0.8001834154129028, 0.5620864629745483, 0.20104464888572693, 0.19645151495933533, 0.4074241518974304, 1.1506645679473877, 0.9540194272994995, 0.4109388589859009, 0.00979167222976...	false	true
6	3	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[0.1299305260181427, 0.052313268184661865, 0.3038930296897888, 0.19070197641849518, 0.12775665521621704, 0.2688904404640198, 0.05046486854553223, 0.08830320835113525, 0.060593247413635254, 0.09645730257034302, 0.09875917434692383, 0.08898511528968811, 0.061159372329711914, 0.02371525764465332, 0.014698415994644165, 0.0...	true	true
4	5	true	false	false	false	false	true	Terraced	A_B_C	Urban	[0.1943015456199646, 0.20693658292293549, 0.22476807236671448, 0.21814975142478943, 0.21758702397346497, 0.19811953604221344, 0.17690329253673553, 0.1684202402830124, 0.17630793154239655, 0.17425872385501862, 0.21666298806667328, 0.3249894678592682, 0.5783423185348511, 0.6912997364997864, 0.6756489276885986, 0.65196359...	true	true
6	3	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[3.5963330268859863, 3.5601837635040283, 2.8088302612304688, 0.5285589694976807, 0.38894781470298767, 0.31648334860801697, 0.3027784526348114, 0.2967577576637268, 0.28761282563209534, 0.2911810874938965, 0.4717186689376831, 1.2174327373504639, 0.8731235861778259, 0.6439962387084961, 0.4700912535190582, 0.40310627222061...	true	true
9	1	true	false	false	true	false	true	Detached	D_E	Urban	[0.9939836263656616, 2.552771806716919, 1.311173915863037, 0.19345180690288544, 0.08603805303573608, 0.11450842022895813, 0.06438794732093811, 0.053207188844680786, 0.04419142007827759, 0.04197347164154053, 0.04973134398460388, 0.05746850371360779, 0.06718575954437256, 0.08725309371948242, 0.15297992527484894, 0.231328...	true	true
5	3	true	false	false	false	false	true	House	A_B_C	Urban	[1.4648044109344482, 1.2074613571166992, 0.4411429762840271, 1.442124605178833, 2.7715837955474854, 3.0980942249298096, 2.888002634048462, 0.7991688251495361, 0.3417237401008606, 0.49659085273742676, 0.7412827014923096, 0.834955096244812, 0.6127300262451172, 0.7061238288879395, 0.45782196521759033, 0.42915594577789307,...	false	true
9	2	true	true	true	false	false	false	Detached	F_G	Remote	[3.522831916809082, 2.6604456901550293, 1.4847650527954102, 1.4483757019042969, 1.202134609222412, 1.1687531471252441, 0.9006147384643555, 0.5493104457855225, 0.5306639671325684, 0.5344430208206177, 0.5001671314239502, 0.5104537010192871, 0.5469071865081787, 0.8332363963127136, 1.4595086574554443, 1.4373397827148438, 1...	false	true
8	2	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.8897642493247986, 3.1485469341278076, 2.9143857955932617, 2.8666889667510986, 2.8463857173919678, 2.813673496246338, 2.689103126525879, 1.5164976119995117, 0.8225529193878174, 0.6741848587989807, 0.6717586517333984, 0.6807738542556763, 0.7150143980979919, 0.756310760974884, 0.8284288644790649, 0.8838927149772644, 0....	true	true
1	4	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.7548645734786987, 0.6834957599639893, 0.7854871153831482, 0.886238157749176, 0.8742929697036743, 0.786231517791748, 0.9233900308609009, 0.9581940174102783, 0.9911386370658875, 1.0420284271240234, 1.2162870168685913, 1.382286787033081, 1.3525609970092773, 1.4900481700897217, 1.9598617553710938, 1.9758498668670654, 1....	true	true
6	3	true	false	false	false	false	true	Detached	A_B_C	Urban	[0.07187685370445251, 1.5743606090545654, 2.235785722732544, 2.288355827331543, 1.8415861129760742, 0.007342517375946045, 0.0, 0.023222386837005615, 0.005970090627670288, 0.015307605266571045, 0.013095945119857788, 0.019216150045394897, 0.03485137224197388, 0.027358680963516235, 0.05286213755607605, 0.01652818918228149...	true	true
8	7	true	false	false	false	false	true	House	D_E	Urban	[2.5534679889678955, 2.4735267162323, 2.3934898376464844, 2.2811524868011475, 1.9966821670532227, 0.9754784107208252, 0.7086716294288635, 0.44492384791374207, 0.2740466296672821, 0.1468869149684906, 0.117600217461586, 0.0989009439945221, 0.09738528728485107, 0.09983894228935242, 0.12095433473587036, 0.216775044798851, ...	true	true
1	6	true	false	true	false	false	true	House	A_B_C	Urban	[0.7978644371032715, 0.6829462647438049, 0.697510302066803, 2.9464199542999268, 2.7182157039642334, 0.9057909250259399, 0.7326115369796753, 0.645933210849762, 0.6332592964172363, 0.6234527826309204, 0.6784242391586304, 0.6999727487564087, 0.8224395513534546, 0.9677668213844299, 1.0577642917633057, 0.9203057885169983, 0...	true	true
12	1	true	false	false	false	false	true	House	A_B_C	Urban	[0.0, 0.02194923162460327, 0.13963307440280914, 0.0, 0.7921943664550781, 1.6487886905670166, 1.8362205028533936, 1.8024091720581055, 1.3640680313110352, 0.04522240161895752, 0.0932873785495758, 0.09481069445610046, 0.02546253800392151, 0.022308707237243652, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.006445854902267456, 0.01002275...	true	true
7	4	true	true	true	false	false	true	Detached	A_B_C	Urban	[0.05650687217712402, 0.15040604770183563, 0.2421424388885498, 4.0760602951049805, 3.790296792984009, 2.843881368637085, 2.1639411449432373, 1.34639573097229, 0.5278427600860596, 0.1748036891222, 0.08097076416015625, 0.01835918426513672, 0.039776772260665894, 0.05305597186088562, 0.06132084131240845, 0.0646916329860687...	true	true
7	7	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.3896551728248596, 0.2134445160627365, 0.1734394133090973, 1.6064331531524658, 1.7920448780059814, 1.6973464488983154, 1.5839238166809082, 1.5034847259521484, 1.440988302230835, 1.113903284072876, 0.9924671053886414, 1.8794465065002441, 3.590886354446411, 0.7211763858795166, 0.2323608249425888, 0.1613009124994278, 0....	true	true
6	7	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.8816137313842773, 0.893653154373169, 0.8674829006195068, 0.87663733959198, 0.8849878907203674, 0.8944432139396667, 0.8943132162094116, 0.899642288684845, 0.876809298992157, 0.8766819834709167, 0.8646968007087708, 0.8331559896469116, 0.7422324419021606, 0.7558292746543884, 0.8121269345283508, 0.7269760966300964, 0.63...	true	true
1	5	true	false	false	false	false	true	Detached	D_E	Urban	[0.604521632194519, 0.549613356590271, 0.5319267511367798, 0.5288681387901306, 0.5122404098510742, 0.493675172328949, 0.48568442463874817, 0.44912630319595337, 0.4372911751270294, 0.4498971700668335, 0.44648754596710205, 0.4791792035102844, 0.5737612247467041, 0.6917216777801514, 2.7375214099884033, 2.311352014541626, ...	true	true
3	7	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.2728404104709625, 0.24180221557617188, 0.22697636485099792, 0.22209270298480988, 0.1993853598833084, 0.18212006986141205, 0.19327062368392944, 0.18342305719852448, 0.17539463937282562, 0.17612458765506744, 0.17618496716022491, 0.15408506989479065, 0.07799920439720154, 0.1462593376636505, 2.8355209827423096, 1.128829...	true	true
1	2	true	true	true	false	false	true	Semi_Detached	F_G	Urban	[1.4194207191467285, 1.3357739448547363, 1.3502037525177002, 1.3034474849700928, 0.858544111251831, 0.2923808693885803, 0.19206756353378296, 0.24570754170417786, 0.20138952136039734, 0.19949106872081757, 0.259444922208786, 0.2861025631427765, 0.28886398673057556, 0.26488444209098816, 0.6131079792976379, 1.3029410839080...	true	true
4	3	true	true	true	false	false	false	Semi_Detached	D_E	Remote	[2.059833288192749, 1.9184229373931885, 1.933049201965332, 1.8768508434295654, 1.919236660003662, 1.930426836013794, 1.9051313400268555, 1.8828084468841553, 1.9001960754394531, 1.8999922275543213, 1.9076316356658936, 1.9686830043792725, 1.975224256515503, 2.194547653198242, 1.4676051139831543, 0.8535972833633423, 0.827...	false	true
6	5	true	true	true	false	false	true	Semi_Detached	D_E	Urban	[2.1704750061035156, 3.391697883605957, 2.943638563156128, 1.7428233623504639, 2.0432424545288086, 0.2632290720939636, 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, 0.0074156224727630615, 0.014696598052978516, 0.0, 0.002355247735977173, 0.0, 0.0, 0.05639243125915527, 0.20695112645...	false	true
4	1	true	false	false	false	false	true	House	D_E	Urban	[0.15091760456562042, 0.2780913710594177, 0.5563978552818298, 0.6416149139404297, 0.6400485038757324, 0.6839241981506348, 0.6633408069610596, 0.07992181181907654, 0.06875362992286682, 0.10544124245643616, 0.13129553198814392, 0.1269981563091278, 0.1929604560136795, 0.2593591809272766, 0.209451824426651, 0.1347433030605...	false	true
5	7	true	false	false	true	false	false	Semi_Detached	D_E	Remote	[1.0811808109283447, 0.0, 0.0, 0.0, 0.0, 0.08577433228492737, 0.0, 0.0, 0.0, 0.007732778787612915, 0.014829039573669434, 0.06538709998130798, 0.13768285512924194, 0.007555574178695679, 0.007107794284820557, 0.0, 0.0, 0.003038346767425537, 0.008270114660263062, 0.025583118200302124, 0.03441309928894043, 0.03362405300140...	false	true
3	6	true	false	false	true	false	true	Detached	A_B_C	Urban	[1.0584867000579834, 1.1493297815322876, 1.2383400201797485, 1.19191312789917, 1.2792787551879883, 0.8118511438369751, 0.08841061592102051, 0.04995796084403992, 0.02003386616706848, 0.004862666130065918, 0.041220784187316895, 0.04927241802215576, 0.006729692220687866, 0.07281771302223206, 0.5898562669754028, 1.00422453...	true	true
7	1	true	true	true	false	false	false	House	D_E	Remote	[0.8064538836479187, 0.8704302906990051, 2.5490517616271973, 2.4966208934783936, 2.388120412826538, 2.197136402130127, 2.016387939453125, 2.030951976776123, 2.105590581893921, 0.6286709904670715, 0.5605400800704956, 0.5733110308647156, 0.63484787940979, 0.6836149096488953, 0.8404649496078491, 1.0797979831695557, 1.1330...	false	true
5	7	true	false	false	false	false	false	Detached	A_B_C	Remote	[0.9754825830459595, 0.23240487277507782, 0.23080433905124664, 0.22737884521484375, 0.21779492497444153, 0.20189222693443298, 0.19075322151184082, 0.20915816724300385, 0.20756378769874573, 0.21153728663921356, 0.22979499399662018, 0.2470584660768509, 0.24032993614673615, 0.2634615898132324, 0.24368420243263245, 0.27480...	true	true
5	2	true	true	false	false	false	false	Semi_Detached	D_E	Remote	[0.21452493965625763, 0.14964452385902405, 0.1761520951986313, 0.17714472115039825, 0.20215557515621185, 0.15571609139442444, 0.16898895800113678, 0.13092075288295746, 0.10510468482971191, 0.0941157341003418, 0.09575086832046509, 0.09550940990447998, 0.0, 0.38820943236351013, 0.6616412401199341, 0.442021906375885, 0.26...	false	true
1	7	true	false	false	false	false	true	House	A_B_C	Urban	[0.7741886377334595, 0.3093886077404022, 0.27492281794548035, 0.25887998938560486, 0.26925620436668396, 0.24760547280311584, 0.2437799572944641, 0.22518646717071533, 0.22360967099666595, 0.2204744666814804, 0.22995628416538239, 0.25003767013549805, 0.24493959546089172, 0.2527470588684082, 0.27752840518951416, 0.2451654...	false	true
7	2	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.5559507012367249, 0.6167867183685303, 0.6204248070716858, 0.6388971209526062, 0.606146514415741, 0.620622992515564, 0.6049466133117676, 0.6466646194458008, 0.6076152324676514, 0.5907601714134216, 0.5555329918861389, 0.4790503978729248, 0.4456137418746948, 0.44401440024375916, 0.5162579417228699, 0.6738132238388062, ...	false	true
6	1	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.3800141215324402, 0.4676724076271057, 0.40704604983329773, 0.4349678158760071, 0.38964444398880005, 1.646820068359375, 2.268148422241211, 2.0869624614715576, 2.1443018913269043, 2.027332067489624, 1.3832924365997314, 0.17996452748775482, 0.14876893162727356, 0.1542513519525528, 0.15179455280303955, 0.156477913260459...	false	true
5	2	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[1.9892492294311523, 1.410750150680542, 1.2296407222747803, 1.1330041885375977, 1.225658893585205, 1.288883090019226, 1.4648096561431885, 1.3342154026031494, 1.141147255897522, 1.076296091079712, 1.0100032091140747, 0.8483186364173889, 0.7995069026947021, 0.8196220993995667, 0.8029167652130127, 0.8149677515029907, 0.74...	true	true
10	3	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.5170127153396606, 0.5575892925262451, 0.5818923711776733, 0.6088248491287231, 0.6027976274490356, 0.5732789039611816, 0.5852577090263367, 0.7918583154678345, 0.9681950807571411, 1.272779107093811, 1.3694758415222168, 1.6663644313812256, 1.7689969539642334, 1.466597080230713, 0.895505964756012, 0.6008709669113159, 0....	true	true
9	5	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.05032053589820862, 0.04736313223838806, 0.04155123233795166, 0.03987085819244385, 0.04665413498878479, 0.0420096218585968, 0.04316189885139465, 0.04785025119781494, 0.05245751142501831, 0.050973474979400635, 0.06342679262161255, 0.09308305382728577, 0.2033444046974182, 0.2850164473056793, 0.33822518587112427, 0.2863...	true	true
5	5	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[1.7888190746307373, 1.4679441452026367, 1.5226001739501953, 1.6369388103485107, 0.564746081829071, 0.0, 0.0, 0.032938480377197266, 0.03710511326789856, 0.04741808772087097, 0.09247484803199768, 0.18635697662830353, 0.2860238552093506, 0.18070104718208313, 0.1696486920118332, 0.10342592000961304, 0.07806158065795898, 0...	true	true
5	7	true	false	false	false	false	true	Detached	A_B_C	Urban	[0.13558454811573029, 0.05666542053222656, 0.0, 0.0, 0.9424121379852295, 0.1100967526435852, 0.0, 0.0, 0.0, 0.0, 0.0, 0.007706731557846069, 0.01860809326171875, 0.0, 0.006084144115447998, 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, 0.0020184218883514404, 0.0, 0.0, 0.004868626594543457, 0.0454037487...	true	true
9	2	true	false	false	true	false	false	Semi_Detached	A_B_C	Remote	[0.45078226923942566, 0.41977977752685547, 0.4203495681285858, 0.42689764499664307, 0.4207506775856018, 0.4057123064994812, 0.38636723160743713, 0.3424169719219208, 0.32480955123901367, 0.2986591160297394, 0.2672877013683319, 0.16939468681812286, 0.0947171151638031, 0.5788018703460693, 1.408080816268921, 0.065784692764...	false	true
7	2	true	false	false	false	false	false	Detached	D_E	Remote	[2.274857759475708, 2.3635730743408203, 2.3926806449890137, 2.314523220062256, 2.377741575241089, 2.366030216217041, 2.2938895225524902, 2.332986831665039, 0.5910069942474365, 0.03137645125389099, 0.015515416860580444, 0.007061809301376343, 0.0, 0.0, 0.0, 0.00968053936958313, 0.013705611228942871, 0.01055637001991272, ...	true	true
6	3	true	false	false	false	false	false	Terraced	D_E	Remote	[0.7251193523406982, 0.7240549325942993, 0.7203977108001709, 0.7095174789428711, 0.7331360578536987, 0.7309986352920532, 0.7142287492752075, 0.702713131904602, 0.7093926668167114, 0.7119371891021729, 0.7546991109848022, 0.7664560079574585, 0.818055272102356, 0.9683929085731506, 1.145378828048706, 1.2363808155059814, 1....	false	true
5	6	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.6648052930831909, 0.4806157946586609, 0.45116081833839417, 1.612929105758667, 1.5095343589782715, 1.4760589599609375, 1.3152351379394531, 1.1584208011627197, 0.3948447108268738, 0.3207640051841736, 0.3444399833679199, 0.3347357511520386, 0.33627068996429443, 0.3473537266254425, 0.3364197611808777, 0.3545050024986267...	true	true
8	6	true	false	false	true	false	false	Semi_Detached	D_E	Remote	[0.08006274700164795, 0.08414769172668457, 0.07892557978630066, 0.07880851626396179, 0.0855010449886322, 0.07643163204193115, 0.06142967939376831, 0.04433351755142212, 0.057634562253952026, 0.042949169874191284, 0.0584871768951416, 0.05653184652328491, 0.11972075700759888, 0.15698011219501495, 0.29047712683677673, 0.32...	false	true
7	2	true	true	true	false	false	false	Detached	D_E	Remote	[0.29213958978652954, 0.0, 1.0227731466293335, 0.7161298990249634, 1.0509586334228516, 0.29283058643341064, 1.2970962524414062, 0.0, 0.0, 0.006403714418411255, 0.057469964027404785, 0.11557719111442566, 0.03720974922180176, 0.007582664489746094, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.039646297693252563, 0.19110...	false	true
4	3	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[1.0235273838043213, 0.2714834213256836, 0.18561673164367676, 0.09616959095001221, 0.11425900459289551, 0.09594964981079102, 0.09069707989692688, 0.10722167789936066, 0.10905741155147552, 0.09566560387611389, 0.12246774137020111, 0.3404492735862732, 0.8317596316337585, 0.7072360515594482, 0.8044650554656982, 0.54402822...	false	true
6	7	true	false	false	false	false	false	House	D_E	Remote	[0.9769198298454285, 4.866147518157959, 1.9511160850524902, 2.630436658859253, 0.141761913895607, 0.4503757655620575, 0.24391746520996094, 0.4966457486152649, 0.5507206320762634, 0.07116028666496277, 0.10815323889255524, 0.06534606218338013, 0.051385849714279175, 0.06477606296539307, 0.08797016739845276, 0.060234040021...	false	true
5	4	true	true	true	false	false	true	Terraced	D_E	Urban	[0.25527122616767883, 1.0010735988616943, 0.0, 0.0, 0.03216749429702759, 0.0, 0.0, 0.0024270713329315186, 0.0, 0.0, 0.0, 0.0, 1.7600035667419434, 0.26993030309677124, 0.35918545722961426, 0.003724008798599243, 0.029758930206298828, 0.025252968072891235, 0.022369176149368286, 0.009463906288146973, 0.0, 0.024532824754714...	true	true
7	7	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[0.08972573280334473, 0.11946237087249756, 0.07762360572814941, 0.11000226438045502, 0.15015128254890442, 0.18660160899162292, 1.298945665359497, 2.1657073497772217, 1.9871554374694824, 0.4682319164276123, 0.0, 0.07228964567184448, 3.1735105514526367, 0.5073808431625366, 0.2537107765674591, 0.1301901489496231, 0.133931...	true	true
8	4	true	false	false	false	false	false	Semi_Detached	F_G	Remote	[3.5891106128692627, 0.3519470691680908, 0.023829907178878784, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.142768993973732, 0.24404920637607574, 0.18502448499202728, 0.15355037152767181, 0.16909630596637726, 0.13302208483219147, 0.11970944702625275, 0.1223597526550293, 0.08559784293174744, 0.04989725351333618, 0.0625020265579...	false	true
12	1	true	false	false	true	false	true	Semi_Detached	A_B_C	Urban	[1.2226834297180176, 0.8220816254615784, 0.6754629611968994, 0.573296070098877, 0.5947299003601074, 0.5795290470123291, 0.5454384088516235, 0.49461829662323, 0.48586875200271606, 0.4487811326980591, 0.4358338415622711, 0.4118117094039917, 0.3548941910266876, 0.3389461934566498, 0.2996859848499298, 0.2876565158367157, 0...	true	true
3	3	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[1.9676318168640137, 1.930534839630127, 1.9576013088226318, 1.029800295829773, 0.25434747338294983, 0.20479333400726318, 0.1356082409620285, 0.1763487160205841, 0.15576960146427155, 0.15927807986736298, 0.19234652817249298, 0.22597503662109375, 0.25687113404273987, 0.383243590593338, 0.7182178497314453, 0.9079401493072...	true	true
5	3	true	false	false	false	false	true	Detached	D_E	Urban	[0.025785773992538452, 0.02509129047393799, 0.01979142427444458, 0.035260945558547974, 0.037034958600997925, 0.039104074239730835, 0.028726816177368164, 0.028554469347000122, 0.061270177364349365, 0.013203054666519165, 0.019079387187957764, 0.9305435419082642, 2.2645413875579834, 1.4601848125457764, 0.1950492411851883,...	true	true
5	4	true	true	true	false	false	true	House	D_E	Urban	[1.8712694644927979, 0.638139545917511, 1.5393362045288086, 1.241142988204956, 2.1948704719543457, 2.5978586673736572, 0.5811630487442017, 0.0, 0.0, 0.0, 0.0, 0.003278672695159912, 0.009418189525604248, 0.018528401851654053, 0.0, 0.0, 0.009845167398452759, 0.032336533069610596, 0.0506594181060791, 0.0, 0.0, 0.032406568...	false	true
10	7	true	false	false	false	false	true	Terraced	D_E	Urban	[1.3502029180526733, 1.0818471908569336, 0.9897888898849487, 1.0149235725402832, 1.1227951049804688, 0.3415413796901703, 0.03855118155479431, 0.0414583683013916, 0.05114525556564331, 0.021252989768981934, 0.007303416728973389, 0.056487977504730225, 0.5805823802947998, 1.763664960861206, 0.4180079400539398, 0.0658272802...	false	true
1	5	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[2.6680729389190674, 2.5693840980529785, 2.346299648284912, 2.250938653945923, 2.1381802558898926, 2.025998592376709, 1.9957084655761719, 0.8263641595840454, 0.6526129245758057, 0.6365980505943298, 0.5825417637825012, 0.47690173983573914, 0.47857731580734253, 0.5003221035003662, 0.5401721596717834, 0.6264157891273499, ...	true	true
11	7	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.4722690284252167, 1.0314178466796875, 1.040992259979248, 1.0832260847091675, 1.0763280391693115, 1.0958712100982666, 1.1137232780456543, 1.1983997821807861, 1.181267499923706, 1.2075355052947998, 1.2441792488098145, 1.3473976850509644, 0.9787691235542297, 1.2185382843017578, 0.825904130935669, 0.5885682106018066, 0....	true	true
1	6	true	true	true	false	false	true	Detached	D_E	Urban	[0.1530236154794693, 0.14704924821853638, 0.12873248755931854, 0.13819818198680878, 0.1297270953655243, 0.13022975623607635, 0.11680833995342255, 0.09970554709434509, 0.10037553310394287, 0.12199519574642181, 0.12947513163089752, 0.13168855011463165, 0.14548201858997345, 0.1750505566596985, 0.17151190340518951, 0.23358...	true	true
5	2	true	false	false	false	false	false	Semi_Detached	A_B_C	Remote	[0.4591374695301056, 0.2007462978363037, 1.0631158351898193, 1.4444971084594727, 1.4244682788848877, 1.4016311168670654, 1.3986079692840576, 1.3568553924560547, 1.2828717231750488, 0.30723556876182556, 0.13700811564922333, 0.1752895563840866, 0.27373725175857544, 0.4552818238735199, 0.7282196283340454, 0.67896747589111...	true	true
7	7	true	false	false	false	false	false	House	D_E	Remote	[0.9881105422973633, 0.03727099299430847, 0.0, 0.0, 0.0, 0.016442835330963135, 0.0, 0.0, 0.0, 0.0, 0.017577648162841797, 0.045785486698150635, 0.061920225620269775, 0.07147076725959778, 0.09579482674598694, 0.13613376021385193, 0.17710913717746735, 0.17177820205688477, 0.19793884456157684, 0.21152624487876892, 0.339244...	true	true
3	7	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[0.0, 0.0, 0.9970654845237732, 0.9967007637023926, 1.0485444068908691, 1.0598785877227783, 1.1428707838058472, 1.1649408340454102, 1.0857844352722168, 0.9517637491226196, 0.740407407283783, 0.5887691378593445, 1.3530077934265137, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.016475707292556763, 0.01653042435646057, 0.015188902616500...	false	true
5	7	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[4.756813049316406, 0.3143315613269806, 0.10208815336227417, 0.07791918516159058, 0.019920706748962402, 0.001941084861755371, 3.299117088317871e-05, 0.006321996450424194, 0.015643686056137085, 0.014571279287338257, 0.016918182373046875, 0.04599308967590332, 0.07175567746162415, 0.05928561091423035, 0.1272205412387848, ...	true	true
7	5	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, 0.006675988435745239, 0.038355350494384766, 0.039333343505859375, 0.04107290506362915, 0.032305628061294556, 0.019682258367538452, 0.023589760065078735, 0.02412348985671997, 0.021303921937942505, 0.012803763151168823, 0.007616817951202393, 0.014724910259246826, 0....	true	true
9	5	true	false	true	false	false	false	Detached	D_E	Remote	[1.8968498706817627, 1.793595314025879, 1.7757606506347656, 1.7325069904327393, 1.3067407608032227, 0.4033566415309906, 0.2143906056880951, 0.1282818466424942, 0.1110561341047287, 0.1068536788225174, 0.11451685428619385, 0.11304476857185364, 0.07591450214385986, 0.08873853087425232, 0.0801992118358612, 0.06635391712188...	true	true
12	4	true	true	true	false	false	true	Semi_Detached	A_B_C	Urban	[0.2190670222043991, 0.24183323979377747, 0.2427772581577301, 0.24038851261138916, 0.2395550012588501, 0.23174598813056946, 0.2374410480260849, 0.2348516285419464, 0.2414989173412323, 0.2084120512008667, 0.16650444269180298, 0.12553410232067108, 0.08432656526565552, 0.058263033628463745, 0.03541848063468933, 0.04547855...	false	true
2	6	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.5384060740470886, 0.826554536819458, 3.116039752960205, 3.156214714050293, 3.2982959747314453, 3.4481539726257324, 3.8441271781921387, 3.924736976623535, 3.5318238735198975, 0.2393115907907486, 0.1330447494983673, 0.17991504073143005, 0.16425006091594696, 0.1712750494480133, 0.3132008910179138, 0.7871438264846802, 1...	false	true
10	7	true	false	false	true	false	true	Detached	A_B_C	Urban	[0.1823403537273407, 0.1724746972322464, 0.15737926959991455, 0.18444707989692688, 0.18020382523536682, 0.17642201483249664, 0.19736377894878387, 0.2520971894264221, 2.0969438552856445, 2.028014659881592, 1.9072422981262207, 1.077851414680481, 0.501929521560669, 0.4151596426963806, 0.4991116225719452, 0.487944275140762...	false	true
12	4	true	false	false	false	false	true	Semi_Detached	D_E	Urban	[0.3795739412307739, 0.4739518165588379, 0.5939716696739197, 0.6377601623535156, 0.5804574489593506, 0.5580458641052246, 0.4117782413959503, 0.33050891757011414, 0.28924760222435, 0.2694815695285797, 0.24510625004768372, 0.23034390807151794, 0.25928956270217896, 0.30092114210128784, 0.3826492428779602, 0.33357992768287...	true	true
7	7	true	false	false	false	false	true	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, 0.016387343406677246, 0.024416565895080566, 0.04298853874206543, 0.05582931637763977, 0.10148870944976807, 0.24292224645614624, 0.33865880966186523, 0.30624324083328247, 0.2031194269657135, 0.19822202622890472, 0.22682225704193115, 0....	true	true
3	2	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, 0.07061460614204407, 0.07481098175048828, 0.04677397012710571, 0.03083282709121704, 0.027110636234283447, 0.0068794190883636475, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.23622658848762512, 0.7628832459449768, 0.14786289632320404, 0.0099111795425415...	true	true
1	4	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[0.9747506380081177, 0.20686446130275726, 0.09607982635498047, 0.007503777742385864, 0.049235790967941284, 0.03951016068458557, 0.031218141317367554, 0.017070233821868896, 0.025716274976730347, 0.019342869520187378, 0.03408512473106384, 0.14677268266677856, 0.2570993900299072, 0.0, 0.0027150213718414307, 0.0, 0.0, 0.00...	false	true
6	5	true	false	false	true	false	false	Semi_Detached	A_B_C	Remote	[0.5470369458198547, 0.5595064163208008, 0.5704470872879028, 0.5966390371322632, 0.6043247580528259, 0.6199778318405151, 0.6263072490692139, 0.5836482644081116, 0.5905265808105469, 0.5859454870223999, 0.6124520301818848, 0.6162068247795105, 0.7161861658096313, 2.0305960178375244, 1.8561334609985352, 1.3448965549468994,...	false	true
1	4	true	false	false	false	false	true	House	A_B_C	Urban	[0.0, 0.7015061378479004, 0.9149389266967773, 0.9189466834068298, 0.9491400718688965, 0.08257982134819031, 0.0, 0.002363443374633789, 0.0, 0.0, 0.0, 0.42643487453460693, 1.1511204242706299, 0.03770744800567627, 0.0, 0.012099236249923706, 0.03936007618904114, 0.04737082123756409, 0.06460177898406982, 0.07190868258476257...	true	true
1	7	true	true	true	false	false	true	House	A_B_C	Urban	[0.1700594425201416, 1.1915520429611206, 1.2744569778442383, 1.289278507232666, 1.2526819705963135, 1.2563987970352173, 1.255591630935669, 1.2063744068145752, 1.2023046016693115, 0.633480429649353, 0.13549962639808655, 0.11468680202960968, 0.1226920634508133, 0.3121814429759979, 0.6690824031829834, 0.4484834372997284, ...	false	true
6	7	true	false	false	false	false	true	House	D_E	Urban	[0.27969878911972046, 0.06890624761581421, 0.05056360363960266, 0.030167967081069946, 0.03566616773605347, 0.02516111731529236, 0.001136869192123413, 0.03963357210159302, 0.04585140943527222, 0.04727444052696228, 0.036041438579559326, 0.0027236640453338623, 0.0, 0.0, 0.006171911954879761, 0.04729059338569641, 0.0695639...	true	true
9	7	true	false	false	false	false	true	Semi_Detached	A_B_C	Urban	[0.07020130753517151, 0.0033923983573913574, 0.015108466148376465, 0.020319759845733643, 0.015613645315170288, 0.011674821376800537, 0.005629032850265503, 0.0024272799491882324, 0.007566571235656738, 0.00608024001121521, 0.013087987899780273, 0.019051581621170044, 0.006715744733810425, 0.0068992674350738525, 0.02013403...	false	true
11	3	true	true	true	true	false	true	Detached	A_B_C	Urban	[2.5031661987304688, 2.595977544784546, 2.6077964305877686, 2.6393041610717773, 2.682880163192749, 2.713271141052246, 2.7882025241851807, 2.731412410736084, 1.9125494956970215, 0.17960946261882782, 0.16333943605422974, 0.19331398606300354, 0.22201955318450928, 0.2679416239261627, 0.4791027307510376, 0.8333380222320557,...	true	true
9	3	true	false	false	false	false	false	Detached	D_E	Remote	[2.8180763721466064, 2.984739303588867, 2.8744828701019287, 2.680310010910034, 2.5699942111968994, 2.4877071380615234, 2.5585598945617676, 2.3798739910125732, 1.6747028827667236, 0.22213292121887207, 0.19723884761333466, 0.23343580961227417, 0.6527860164642334, 1.1262598037719727, 0.6945968866348267, 0.1997023224830627...	false	true
3	5	true	true	true	true	false	true	Semi_Detached	A_B_C	Urban	[0.6272140741348267, 0.9138174653053284, 0.7556912899017334, 0.4968491196632385, 0.4099899232387543, 0.6935580968856812, 0.7113986611366272, 0.644074559211731, 0.5267521142959595, 0.5660586357116699, 0.14672300219535828, 0.0, 0.0, 0.0, 0.0010159313678741455, 0.02188730239868164, 0.0, 0.0, 0.0, 0.0012406408786773682, 0....	false	true
12	1	true	false	false	false	false	false	Terraced	A_B_C	Remote	[0.943327009677887, 1.462986946105957, 1.4671399593353271, 0.2584962248802185, 0.359933465719223, 1.1896321773529053, 1.3606371879577637, 0.0, 0.004536330699920654, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.02954190969467163, 0.05829256772994995, 0.032960593700408936, 0.015178084373474121, 0.004802793264389038, 0.0, 0.0, 0....	false	true
3	2	true	false	false	false	false	false	House	D_E	Remote	[0.4153870940208435, 0.23855122923851013, 0.2618286907672882, 0.242739737033844, 0.24559074640274048, 0.21760194003582, 0.18857811391353607, 0.1796189844608307, 0.20136834681034088, 0.2107848972082138, 0.20699535310268402, 0.26068904995918274, 0.30852651596069336, 0.2970825731754303, 0.25584039092063904, 0.295402914285...	false	true
1	4	true	false	false	false	false	false	Detached	D_E	Remote	[0.11553128063678741, 0.09020262956619263, 0.08710449934005737, 0.10563692450523376, 0.09636971354484558, 0.09897425770759583, 0.08731377124786377, 0.08090794086456299, 0.0835527777671814, 0.08425483107566833, 0.11463411152362823, 0.1435846984386444, 0.258801132440567, 0.3246490955352783, 0.4589412808418274, 0.45774850...	true	true
4	7	true	false	false	false	false	false	Semi_Detached	D_E	Remote	[3.2540106773376465, 2.8497114181518555, 2.7336297035217285, 2.71429443359375, 2.688401937484741, 2.6076858043670654, 1.3981049060821533, 0.10788536071777344, 0.0781225860118866, 0.09312930703163147, 0.11480669677257538, 0.1453191488981247, 0.3049076795578003, 1.2212965488433838, 1.5229215621948242, 0.6535949110984802,...	true	true
5	3	true	true	true	false	false	true	House	D_E	Urban	[0.0382666289806366, 0.0, 2.0192928314208984, 0.3677709400653839, 0.0, 0.07987025380134583, 0.1719641387462616, 0.050033897161483765, 0.04411989450454712, 0.027103692293167114, 0.0, 0.04048427939414978, 0.127983957529068, 0.14392738044261932, 0.09196186065673828, 0.09809598326683044, 0.09738677740097046, 0.122311443090...	false	true
5	7	true	false	false	false	false	false	Terraced	D_E	Remote	[2.9320359230041504, 3.181678056716919, 0.937565803527832, 0.30938810110092163, 0.40979868173599243, 0.3910495638847351, 0.39758872985839844, 0.4734329581260681, 0.4486711621284485, 0.4786338806152344, 0.5196951627731323, 0.6543713808059692, 0.8927786350250244, 0.8539062738418579, 0.7373219728469849, 0.7827906608581543...	false	true

End of preview. Expand in Data Studio

This dataset contains 10 million synthetic load profiles of trained on over 300M smart meter readings from 20K Octopus Energy UK households sampled between 2021 and 2022, and is conditioned on labels such as the:

Property types: house, flat, terraced, detached, semi-detached etc

Energy performance certificate (EPC) rating: A/B/C, D/E, F/G etc

Low Carbon Technology (LCT) ownership: heat pumps, electric vehicles, solar PVs etc

Seasonality: days of the week and month of the year

For more information about Faraday, please refer to the workshop paper that Centre for Net Zero presented at ICLR 2024. For more information about OpenSynth, please visit our Github repository https://github.com/OpenSynth-energy/OpenSynth. For more news and updates on OpenSynth, please subscribe to our mailing list here.

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