timestamp,machine_id,energy_consumed_kWh,operation_status,temperature_C,humidity,shift
2024-08-01 00:00:00,1,18.35546508918531,idle,26.256354276163627,33.62782628334949,night
2024-08-01 00:15:00,1,16.14037304978627,active,22.120558328733868,68.59036085347552,morning
2024-08-01 00:30:00,1,3.2051257941442683,active,23.27302214136575,48.45220582210768,night
2024-08-01 00:45:00,1,15.487672043071337,active,27.009325594623686,57.77371168270344,night
2024-08-01 01:00:00,1,14.240928395132723,idle,22.301173269203037,42.99876293778672,evening
2024-08-01 01:15:00,1,3.427656918353886,active,26.93719188619338,61.99202885501422,night
2024-08-01 01:30:00,1,10.524610040933402,idle,20.42471992066808,46.50385283662597,night
2024-08-01 01:45:00,1,5.228303674358038,active,33.507673995200534,37.77129730769241,morning
2024-08-01 02:00:00,1,10.349633174831236,active,29.585015473902352,63.33780358354006,morning
2024-08-01 02:15:00,1,19.2222479150063,idle,30.088186688525973,41.923736133204955,morning
2024-08-01 02:30:00,1,16.11192731102124,active,28.121503966419088,41.11887501022828,night
2024-08-01 02:45:00,1,5.947143828925433,active,32.90013614052146,67.02652704369669,evening
2024-08-01 03:00:00,1,6.87030719623233,active,21.77050925486386,60.37995833701289,morning
2024-08-01 03:15:00,1,6.485206947918745,active,28.277336401120372,58.33107328743313,night
2024-08-01 03:30:00,1,18.119927684431016,active,34.23226304034443,37.26914277870562,evening
2024-08-01 03:45:00,1,8.404636483263229,active,24.228658519161133,65.40103468783899,morning
2024-08-01 04:00:00,1,18.27941171411884,active,22.026515258559197,55.51109337491377,evening
2024-08-01 04:15:00,1,15.472982318984362,active,34.856333547462405,44.83618556605564,night
2024-08-01 04:30:00,1,10.122560207767167,active,29.293100878028987,65.56452588549944,morning
2024-08-01 04:45:00,1,8.538324156291022,active,28.34046715733877,36.94290815575604,night
2024-08-01 05:00:00,1,13.735374469983682,idle,33.01697208363824,65.86790003829259,morning
2024-08-01 05:15:00,1,4.418857531616936,active,30.266253118474964,48.702031903837096,night
2024-08-01 05:30:00,1,2.5537679205239456,maintenance,30.842013384298774,57.80988782051826,morning
2024-08-01 05:45:00,1,17.116283741033897,active,26.40780709264662,39.30907924552807,morning
2024-08-01 06:00:00,1,11.60715402941806,active,29.85102572006198,49.24476847538086,night
2024-08-01 06:15:00,1,9.305788110794007,active,26.5845080284228,53.452752093078644,morning
2024-08-01 06:30:00,1,3.6581128724232346,active,22.80614550798942,42.33058034712178,evening
2024-08-01 06:45:00,1,10.306082175563976,idle,23.39737577461267,33.942419666028286,evening
2024-08-01 07:00:00,1,18.840018595830127,idle,20.588435770291195,31.77954095213794,morning
2024-08-01 07:15:00,1,7.588073460941609,active,33.51958198966619,55.30348479601619,morning
2024-08-01 07:30:00,1,5.955332057739909,active,21.73298301104393,42.1896867411417,morning
2024-08-01 07:45:00,1,12.18448196821592,active,23.42595961445341,43.27830425320427,morning
2024-08-01 08:00:00,1,6.02979402861699,idle,25.232177734355616,44.70887072560448,night
2024-08-01 08:15:00,1,12.501317706335922,active,29.34778667553097,43.50226630039907,morning
2024-08-01 08:30:00,1,9.339216427446784,idle,25.85399327554836,60.87175899295741,morning
2024-08-01 08:45:00,1,2.2434100770958594,maintenance,27.43204683418957,35.57027000914167,evening
2024-08-01 09:00:00,1,2.708572445649892,active,28.20711546972383,37.195110579772724,morning
2024-08-01 09:15:00,1,16.898923720080223,maintenance,26.648743309922025,63.162354561899676,night
2024-08-01 09:30:00,1,3.740535152325466,active,28.287020027405852,48.17041826543537,morning
2024-08-01 09:45:00,1,18.736816417664336,maintenance,22.058214955076558,58.440212343838375,evening
2024-08-01 10:00:00,1,4.114695127070057,active,23.961634813222123,44.099879952097794,evening
2024-08-01 10:15:00,1,8.92919127943825,active,26.896055736871098,55.6114707685166,evening
2024-08-01 10:30:00,1,18.4848839929427,maintenance,30.725527301657532,45.26421294792824,morning
2024-08-01 10:45:00,1,4.234497449581916,active,30.410135389743175,43.42993009765034,morning
2024-08-01 11:00:00,1,13.986257598017898,active,30.790342459479092,32.54415895782933,evening
2024-08-01 11:15:00,1,1.7222110528103936,active,23.67834151621884,57.94297001417377,morning
2024-08-01 11:30:00,1,9.518501413959415,active,25.385681519924642,33.88736392633206,morning
2024-08-01 11:45:00,1,3.064721240954538,idle,30.06603782069326,59.910192606278564,evening
2024-08-01 12:00:00,1,19.775220643645373,active,24.551277462432623,38.223304148815984,evening
2024-08-01 12:15:00,1,15.52557810582042,active,32.082723429987816,37.9583916000487,night
2024-08-01 12:30:00,1,18.452205905904584,active,29.01737293648812,56.25991491511566,morning
2024-08-01 12:45:00,1,17.473033800777014,idle,23.197869042715674,60.30497773139787,morning
2024-08-01 13:00:00,1,18.674858418501646,active,22.31350120058484,67.83327322111006,morning
2024-08-01 13:15:00,1,18.636114974669184,active,20.78446280321824,54.09173101099769,evening
2024-08-01 13:30:00,1,6.4186706243691845,active,26.796895198883057,44.99716476580258,night
2024-08-01 13:45:00,1,12.446068910678582,active,30.153136597683275,61.64227358052682,night
2024-08-01 14:00:00,1,8.941530991868657,active,24.136887017903117,66.03736134119345,evening
2024-08-01 14:15:00,1,10.60502527662718,active,21.95581516551573,52.47669613522498,evening
2024-08-01 14:30:00,1,19.453573763935058,maintenance,24.196789317392447,46.5333815775586,morning
2024-08-01 14:45:00,1,4.207216610268042,active,21.381940411158876,43.06164652478563,morning
2024-08-01 15:00:00,1,10.957301467085227,maintenance,33.63018855845596,35.91415314159386,morning
2024-08-01 15:15:00,1,9.303776573678691,active,34.8003710972701,57.085106799414405,evening
2024-08-01 15:30:00,1,5.519729593579693,maintenance,34.496518252884414,33.7013098176761,morning
2024-08-01 15:45:00,1,10.871641729328497,active,22.561039663068723,32.61352421207916,evening
2024-08-01 16:00:00,1,11.44519547442233,active,25.18189416653356,58.978043025431354,night
2024-08-01 16:15:00,1,13.487166567684383,maintenance,23.241866145986396,49.94630426631502,night
2024-08-01 16:30:00,1,19.907486679929583,active,23.15793504236409,43.43378558325621,evening
2024-08-01 16:45:00,1,7.10818540937317,idle,27.310784734660093,32.2900971674258,morning
2024-08-01 17:00:00,1,10.335605103707048,active,34.70877047182451,68.55363384313725,night
2024-08-01 17:15:00,1,7.050594976696152,maintenance,32.05655815227218,66.02314414654944,night
2024-08-01 17:30:00,1,8.37450854051556,active,22.041967563746162,39.10138828891675,night
2024-08-01 17:45:00,1,14.436542093622657,active,25.97162070255069,37.397426254226225,evening
2024-08-01 18:00:00,1,7.156343289047223,active,27.58760657656617,40.35109853550888,morning
2024-08-01 18:15:00,1,3.207937429393796,active,27.850864587637048,65.02996058933164,evening
2024-08-01 18:30:00,1,17.761532246855595,active,29.78840967498123,59.34653169726056,night
2024-08-01 18:45:00,1,3.480183785697869,active,24.941210974822038,69.31299885543751,evening
2024-08-01 19:00:00,1,1.4052958989205226,active,29.082368614173895,33.12336992398363,morning
2024-08-01 19:15:00,1,1.22803463155848,active,31.147554127842028,64.79226877271017,morning
2024-08-01 19:30:00,1,6.108059879377485,active,28.86118087343364,65.60253051672197,night
2024-08-01 19:45:00,1,19.712188028022393,idle,26.938349035800794,53.276126938266,morning
2024-08-01 20:00:00,1,7.305707596202559,idle,21.821367202818077,65.00265853741368,night
2024-08-01 20:15:00,1,7.978459362518931,idle,33.086147258908824,59.8407851611192,night
2024-08-01 20:30:00,1,0.7827296267840269,active,23.385696132609553,68.24794948720012,evening
2024-08-01 20:45:00,1,3.4113677302173224,active,26.4468028048541,68.8930621703072,evening
2024-08-01 21:00:00,1,3.74292746268111,maintenance,20.526104602867065,48.48333831467144,night
2024-08-01 21:15:00,1,11.467296645260532,active,26.81585634231672,34.096789454658975,evening
2024-08-01 21:30:00,1,11.542027729070384,idle,29.85547787492976,48.216252115951036,evening
2024-08-01 21:45:00,1,14.894858275368232,active,26.980968174939942,58.021192283009164,night
2024-08-01 22:00:00,1,11.928512940980657,idle,25.697265721839027,45.5232281699613,night
2024-08-01 22:15:00,1,13.002157985036362,active,27.487833346654845,41.921712951487535,morning
2024-08-01 22:30:00,1,5.326897469602192,active,32.87154760128493,62.606022797607615,morning
2024-08-01 22:45:00,1,15.234699608758024,idle,34.90466763438462,58.47400271966214,evening
2024-08-01 23:00:00,1,17.21662728656966,active,31.97895982605003,69.36597530010674,morning
2024-08-01 23:15:00,1,14.611488123136882,active,29.897646852917276,48.28986352620106,night
2024-08-01 23:30:00,1,11.173483179870852,active,30.897374114246574,64.8113408066591,night
2024-08-01 23:45:00,1,16.398823740548387,active,29.971761797013556,54.19150562025154,evening
2024-08-02 00:00:00,1,18.740765080796685,active,32.661304516884144,36.82774850305582,night
2024-08-02 00:15:00,1,18.936373362648247,active,22.834130756347104,54.703433738776944,morning
2024-08-02 00:30:00,1,17.81013529833147,idle,24.09796094054098,68.43922839590452,evening
2024-08-02 00:45:00,1,6.170523741466484,active,27.419887881250844,55.23869925951011,night
2024-08-02 01:00:00,1,5.148498921988145,idle,22.89438657294125,54.365453703586155,evening
2024-08-02 01:15:00,1,11.671116858202891,active,31.855969800096936,46.19609435521023,evening
2024-08-02 01:30:00,1,6.337653398490796,active,32.40480125524965,45.978394906265805,evening
2024-08-02 01:45:00,1,13.610521214137192,idle,27.67326727702514,43.18262827452415,evening
2024-08-02 02:00:00,1,4.756660267356053,active,31.528777598011455,30.55942343941252,morning
2024-08-02 02:15:00,1,17.558801877089806,idle,27.517429470049084,53.03189868085724,evening
2024-08-02 02:30:00,1,1.3957400509227518,active,26.88021746132979,57.20940063226466,morning
2024-08-02 02:45:00,1,9.130219600431131,active,21.133358999656277,64.32005377760618,morning
2024-08-02 03:00:00,1,9.948976551984279,active,25.07000030977958,48.583361189893445,night
2024-08-02 03:15:00,1,1.8276232067426634,active,33.193185070599135,47.02450441197498,night
2024-08-02 03:30:00,1,11.932314899677623,idle,32.33966289375979,31.313168657975716,night
2024-08-02 03:45:00,1,16.574077704040153,maintenance,32.81258064169929,44.70977506126584,night
2024-08-02 04:00:00,1,8.061775773455478,idle,23.098309878996723,36.54569340813188,night
2024-08-02 04:15:00,1,2.9245316286793956,maintenance,31.85192634289475,48.32564014949021,evening
2024-08-02 04:30:00,1,9.322145804497138,active,33.57386273902803,33.95092708930434,evening
2024-08-02 04:45:00,1,6.186708499161809,active,24.778324590202438,46.13377350815006,morning
2024-08-02 05:00:00,1,9.67442145574339,maintenance,22.433249699325764,60.383034074920516,night
2024-08-02 05:15:00,1,11.361402199724193,active,23.94044982465655,55.395720902660415,morning
2024-08-02 05:30:00,1,6.027925963376963,active,20.98590641079294,52.730633909752555,morning
2024-08-02 05:45:00,1,8.466363885565912,active,34.265513680406066,63.354258733282705,morning
2024-08-02 06:00:00,1,17.8828917410421,idle,21.761826346847567,33.34320857933243,morning
2024-08-02 06:15:00,1,11.206407239095444,active,30.915594338585073,59.413547684086765,morning
2024-08-02 06:30:00,1,18.85159923298888,active,33.15069524346487,65.7037398410927,night
2024-08-02 06:45:00,1,8.997210356036149,active,28.753751633002626,58.11643716963061,morning
2024-08-02 07:00:00,1,1.1631516490329206,active,29.426283233575408,32.11994749480058,evening
2024-08-02 07:15:00,1,1.0354497865808394,idle,20.082668368289482,39.68477555211954,morning
2024-08-02 07:30:00,1,3.7536590054718233,active,20.073271299762734,47.7575798807477,evening
2024-08-02 07:45:00,1,6.454251948774649,active,20.60268118179169,39.39934286395058,night
2024-08-02 08:00:00,1,7.93401926545935,active,25.501256340461605,42.39236465164414,night
2024-08-02 08:15:00,1,5.17875136412857,maintenance,20.123307871031738,44.36442224154678,night
2024-08-02 08:30:00,1,3.211906409291983,active,25.097891182844705,63.58792603661137,evening
2024-08-02 08:45:00,1,15.448347652747382,active,32.46258879361095,52.08266827643975,morning
2024-08-02 09:00:00,1,16.924610710203627,idle,22.636392320592222,41.00196907954563,night
2024-08-02 09:15:00,1,13.691664658418778,active,24.971337399201524,42.576233807282165,night
2024-08-02 09:30:00,1,8.337444347237362,active,24.900738460681595,49.98613839077078,night
2024-08-02 09:45:00,1,15.674312557809987,active,28.745323376895808,33.31154537070481,evening
2024-08-02 10:00:00,1,6.199937379652969,active,20.03744059944803,54.36259589997591,evening
2024-08-02 10:15:00,1,4.77975804786473,active,20.691089173281796,40.96618482381657,evening
2024-08-02 10:30:00,1,18.737767734857695,active,32.85045318862981,46.39198552087144,morning
2024-08-02 10:45:00,1,3.2332557801763997,maintenance,33.71236379007732,36.3883673729449,morning
2024-08-02 11:00:00,1,14.264786723791232,active,24.80859343497166,40.918466447367095,morning
2024-08-02 11:15:00,1,6.247522617163209,active,32.51925481521567,40.66005635177931,evening
2024-08-02 11:30:00,1,19.275574282001728,idle,21.23164861363432,31.876610969571132,morning
2024-08-02 11:45:00,1,8.484550538389104,active,27.521104897228785,68.13443131724152,morning
2024-08-02 12:00:00,1,13.695997842019695,maintenance,22.98537422228187,36.08660338650253,evening
2024-08-02 12:15:00,1,10.354147072601304,active,34.35984878868091,44.63633308377004,night
2024-08-02 12:30:00,1,9.215526280468666,active,33.95379337325231,44.85275626377292,night
2024-08-02 12:45:00,1,3.0088890285803322,idle,31.49744475084517,35.38617332069,morning
2024-08-02 13:00:00,1,9.503457117184222,active,31.898753184989598,65.42439892015622,evening
2024-08-02 13:15:00,1,16.2135902979579,idle,22.050714177843158,43.60734999851079,evening
2024-08-02 13:30:00,1,13.647679801184704,active,32.14038623793604,40.42477982481322,night
2024-08-02 13:45:00,1,11.566890393991951,active,25.83815780660567,42.07510295182522,morning
2024-08-02 14:00:00,1,1.983992066996311,idle,23.655955362487965,47.580424143652934,evening
2024-08-02 14:15:00,1,9.423384475406365,active,21.54653526806286,44.18367569185949,evening
2024-08-02 14:30:00,1,6.834374988614385,active,23.14529373519602,54.78093845916957,morning
2024-08-02 14:45:00,1,16.387865127321284,active,34.28771748778598,59.95834828744778,evening
2024-08-02 15:00:00,1,0.9084705899202594,active,31.93845759334991,51.38509506324455,morning
2024-08-02 15:15:00,1,6.983466213606533,active,27.156123242555992,40.26964820929163,night
2024-08-02 15:30:00,1,14.566560696019394,active,33.10915625669156,51.04295597296006,evening
2024-08-02 15:45:00,1,17.67680659994709,active,32.6361303098368,53.63974645575124,morning
2024-08-02 16:00:00,1,4.595851841886886,active,32.84786161468366,52.98739952603535,morning
2024-08-02 16:15:00,1,7.882799725092201,idle,34.39666951420522,68.52950432835738,evening
2024-08-02 16:30:00,1,14.534126628131656,maintenance,20.504332066990727,30.548026052796548,evening
2024-08-02 16:45:00,1,1.3270142737838933,active,33.43952187998332,32.23760145448104,morning
2024-08-02 17:00:00,1,2.460452849857064,active,21.19391846529624,33.14021949709822,night
2024-08-02 17:15:00,1,7.188676723929978,active,23.42461678146898,47.23016859104065,morning
2024-08-02 17:30:00,1,0.7442526528729045,active,22.630368610670384,68.11367890396474,morning
2024-08-02 17:45:00,1,15.901763443312138,maintenance,25.026738851353976,35.19099816626951,morning
2024-08-02 18:00:00,1,9.711142566113967,active,34.125954936785426,46.97096703954747,evening
2024-08-02 18:15:00,1,5.146918452077069,active,28.740902657783636,68.6191306576166,evening
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