time
stringdate
2019-01-01 00:00:00
2019-12-31 23:45:00
Outdoor Air Temperature (C)
float64
-13.9
42
Heating Setpoint (C)
float64
12.8
21.1
Cooling Setpoint (C)
float64
23.9
40
Room Air Temperature (C)
float64
8.82
32.4
Outdoor Humidity (%)
float64
3
100
Wind Speed (m/s)
float64
0
17.5
Direct Solar Radiation (W/m^2)
float64
0
1.03k
HVAC Power Consumption (W)
float64
20
717k
series_id
int64
1
29
is_default
bool
1 class
2019-01-07 06:00:00
3
12.8
40
17.592419
83.5
2.6
0
1,145.0631
1
true
2019-01-07 06:15:00
3
12.8
40
17.56454
78.75
2.6
0
1,149.1512
1
true
2019-01-07 06:30:00
3
12.8
40
17.53819
74
2.6
0
1,152.9937
1
true
2019-01-07 06:45:00
3
21.1
23.9
18.333342
77.25
3.1
0
12,980.572
1
true
2019-01-07 07:00:00
3
21.1
23.9
18.860445
80.5
3.6
0
12,969.439
1
true
2019-01-07 07:15:00
3
21.1
23.9
19.193642
83.75
4.1
0
12,955.401
1
true
2019-01-07 07:30:00
3
21.1
23.9
19.475594
87
4.6
0
12,120.694
1
true
2019-01-07 07:45:00
3.25
21.1
23.9
21.10043
84
4.6
159
5,530.965
1
true
2019-01-07 08:00:00
3.5
21.1
23.9
21.521727
81
4.6
212
3,138.8281
1
true
2019-01-07 08:15:00
3.75
21.1
23.9
21.987938
78
4.6
288.5
2,130.271
1
true
2019-01-07 08:30:00
4
21.1
23.9
22.439152
75
4.6
365
1,592.7662
1
true
2019-01-07 08:45:00
4
21.1
23.9
23.218742
73.5
4.725
441.5
522.8083
1
true
2019-01-07 09:00:00
4
21.1
23.9
23.75191
72
4.85
518
71.64491
1
true
2019-01-07 09:15:00
4
21.1
23.9
23.899534
70.5
4.975
556.5
71.64491
1
true
2019-01-07 09:30:00
4
21.1
23.9
23.899292
69
5.1
595
71.64491
1
true
2019-01-07 09:45:00
4.5
21.1
23.9
23.898878
70.5
4.85
633.5
116.46411
1
true
2019-01-07 10:00:00
5
21.1
23.9
23.898804
72
4.6
672
153.69966
1
true
2019-01-07 10:15:00
5.5
21.1
23.9
23.898756
73.5
4.35
685.75
193.37775
1
true
2019-01-07 10:30:00
6
21.1
23.9
23.898506
75
4.1
699.5
231.75266
1
true
2019-01-07 10:45:00
6.25
21.1
23.9
23.898746
71.5
3.6
713.25
251.88701
1
true
2019-01-07 11:00:00
6.5
21.1
23.9
23.898674
68
3.1
727
290.82062
1
true
2019-01-07 11:15:00
6.75
21.1
23.9
23.898624
64.5
2.6
695.25
313.1734
1
true
2019-01-07 11:30:00
7
21.1
23.9
23.898586
61
2.1
663.5
333.18713
1
true
2019-01-07 11:45:00
7.05
21.1
23.9
23.898958
61
2.175
631.75
281.6675
1
true
2019-01-07 12:00:00
7.1
21.1
23.9
23.899061
61
2.25
600
288.39963
1
true
2019-01-07 12:15:00
7.15
21.1
23.9
23.899145
61
2.325
580
296.03516
1
true
2019-01-07 12:30:00
7.2
21.1
23.9
23.899218
61
2.4
560
301.79382
1
true
2019-01-07 12:45:00
7.15
21.1
23.9
23.899076
61
2.45
540
373.0632
1
true
2019-01-07 13:00:00
7.1
21.1
23.9
23.899044
61
2.5
520
376.5458
1
true
2019-01-07 13:15:00
7.05
21.1
23.9
23.898638
61
2.55
403.5
364.9969
1
true
2019-01-07 13:30:00
7
21.1
23.9
23.899017
61
2.6
287
353.24036
1
true
2019-01-07 13:45:00
6.925
21.1
23.9
23.899227
62.5
2.725
170.5
362.40945
1
true
2019-01-07 14:00:00
6.85
21.1
23.9
23.899403
64
2.85
54
369.32043
1
true
2019-01-07 14:15:00
6.775
21.1
23.9
23.898968
65.5
2.975
60.5
481.74316
1
true
2019-01-07 14:30:00
6.7
21.1
23.9
23.898973
67
3.1
67
474.422
1
true
2019-01-07 14:45:00
6.525
21.1
23.9
23.899073
69
3.225
73.5
451.3142
1
true
2019-01-07 15:00:00
6.35
21.1
23.9
23.899094
71
3.35
80
442.03165
1
true
2019-01-07 15:15:00
6.175
21.1
23.9
23.899149
73
3.475
65
481.44565
1
true
2019-01-07 15:30:00
6
21.1
23.9
23.899246
75
3.6
50
571.53217
1
true
2019-01-07 15:45:00
5.5
21.1
23.9
23.899317
76.5
3.075
35
1,011.47876
1
true
2019-01-07 16:00:00
5
21.1
23.9
23.899302
78
2.55
20
1,091.5193
1
true
2019-01-07 16:15:00
4.5
21.1
23.9
23.899284
79.5
2.025
0
1,143.8862
1
true
2019-01-07 16:30:00
4
21.1
23.9
23.899273
81
1.5
0
1,269.8008
1
true
2019-01-07 16:45:00
3.5
21.1
23.9
23.899298
84
1.5
0
1,331.4691
1
true
2019-01-07 17:00:00
3
21.1
23.9
23.899311
87
1.5
0
1,399.2241
1
true
2019-01-07 17:15:00
2.5
21.1
23.9
23.899311
90
1.5
0
1,460.8346
1
true
2019-01-07 17:30:00
2
21.1
23.9
23.899302
93
1.5
0
1,512.6465
1
true
2019-01-07 17:45:00
2.25
12.8
40
24.187723
90
1.5
0
495.57507
1
true
2019-01-07 18:00:00
2.5
12.8
40
24.413551
87
1.5
0
487.70416
1
true
2019-01-07 18:15:00
2.75
12.8
40
24.426136
84
1.5
0
481.57858
1
true
2019-01-07 18:30:00
3
12.8
40
24.394077
81
1.5
0
479.50583
1
true
2019-01-07 18:45:00
3
12.8
40
23.957638
82.5
1.775
0
382.03983
1
true
2019-01-07 19:00:00
3
12.8
40
23.583479
84
2.05
0
366.3387
1
true
2019-01-07 19:15:00
3
12.8
40
23.288868
85.5
2.325
0
352.36734
1
true
2019-01-07 19:30:00
3
12.8
40
23.020628
87
2.6
0
338.47336
1
true
2019-01-07 19:45:00
3
12.8
40
22.528503
85.5
2.725
0
324.50604
1
true
2019-01-07 20:00:00
3
12.8
40
22.083923
84
2.85
0
309.3921
1
true
2019-01-07 20:15:00
3
12.8
40
21.746492
82.5
2.975
0
294.0038
1
true
2019-01-07 20:30:00
3
12.8
40
21.526909
81
3.1
0
289.03665
1
true
2019-01-07 20:45:00
2.75
12.8
40
21.112305
82.5
2.7
0
248.05933
1
true
2019-01-07 21:00:00
2.5
12.8
40
20.779636
84
2.3
0
232.12625
1
true
2019-01-07 21:15:00
2.25
12.8
40
20.58558
85.5
1.9
0
225.09227
1
true
2019-01-07 21:30:00
2
12.8
40
20.395323
87
1.5
0
211.9737
1
true
2019-01-07 21:45:00
2
12.8
40
20.223166
85.25
1.5
0
197.75015
1
true
2019-01-07 22:00:00
2
12.8
40
20.071898
83.5
1.5
0
183.99806
1
true
2019-01-07 22:15:00
2
12.8
40
19.910587
81.75
1.5
0
170.44572
1
true
2019-01-07 22:30:00
2
12.8
40
19.767033
80
1.5
0
156.834
1
true
2019-01-07 22:45:00
2
12.8
40
19.633656
80
1.45
0
143.60696
1
true
2019-01-07 23:00:00
2
12.8
40
19.505884
80
1.4
0
130.41354
1
true
2019-01-07 23:15:00
2
12.8
40
19.383608
80
1.35
0
117.49937
1
true
2019-01-07 23:30:00
2
12.8
40
19.26733
80
1.3
0
104.95464
1
true
2019-01-07 23:45:00
1.975
12.8
40
19.15732
80.5
1.225
0
97.69542
1
true
2019-01-08 00:00:00
1.95
12.8
40
19.053307
81
1.15
0
90.91216
1
true
2019-01-08 00:15:00
1.925
12.8
40
18.954166
81.5
1.075
0
86.64491
1
true
2019-01-08 00:30:00
1.9
12.8
40
18.861113
82
1
0
129.05263
1
true
2019-01-08 00:45:00
1.775
12.8
40
18.772863
82.75
0.95
0
184.48636
1
true
2019-01-08 01:00:00
1.65
12.8
40
18.688848
83.5
0.9
0
238.76318
1
true
2019-01-08 01:15:00
1.525
12.8
40
18.608866
84.25
0.85
0
291.9448
1
true
2019-01-08 01:30:00
1.4
12.8
40
18.532701
85
0.8
0
344.1008
1
true
2019-01-08 01:45:00
1.35
12.8
40
18.460415
85.5
0.725
0
380.18887
1
true
2019-01-08 02:00:00
1.3
12.8
40
18.391756
86
0.65
0
415.2987
1
true
2019-01-08 02:15:00
1.25
12.8
40
18.326422
86.5
0.575
0
449.6082
1
true
2019-01-08 02:30:00
1.2
12.8
40
18.264389
87
0.5
0
483.0024
1
true
2019-01-08 02:45:00
1.05
12.8
40
18.205126
87.25
0.45
0
535.5404
1
true
2019-01-08 03:00:00
0.9
12.8
40
18.148445
87.5
0.4
0
587.2882
1
true
2019-01-08 03:15:00
0.75
12.8
40
18.094223
87.75
0.35
0
638.31506
1
true
2019-01-08 03:30:00
0.6
12.8
40
18.042276
88
0.3
0
688.65826
1
true
2019-01-08 03:45:00
0.45
12.8
40
17.99268
89
0.225
0
738.3628
1
true
2019-01-08 04:00:00
0.3
12.8
40
17.94522
90
0.15
0
787.4779
1
true
2019-01-08 04:15:00
0.15
12.8
40
17.899643
91
0.075
0
836.0493
1
true
2019-01-08 04:30:00
0
12.8
40
17.855751
92
0
0
884.11847
1
true
2019-01-08 04:45:00
0
12.8
40
17.812553
92
0
0
901.50574
1
true
2019-01-08 05:00:00
0
12.8
40
17.770046
92
0
0
918.4482
1
true
2019-01-08 05:15:00
0
12.8
40
17.72848
92
0
0
934.956
1
true
2019-01-08 05:30:00
0
12.8
40
17.687998
92
0
0
951.02637
1
true
2019-01-08 05:45:00
0
12.8
40
17.648745
92
0
0
1,742.3278
1
true
2019-01-08 06:00:00
0
12.8
40
17.608454
92
0
0
1,737.3917
1
true
2019-01-08 06:15:00
0
12.8
40
17.569073
92
0
0
1,744.9866
1
true
2019-01-08 06:30:00
0
12.8
40
17.531212
92
0
0
1,752.1328
1
true
2019-01-08 06:45:00
0.5
21.1
23.9
18.30106
85.75
1.275
0
13,454.63
1
true