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
2019-01-05 04:00:00
3.1
12.8
40
18.620426
86.5
1.9
0
351.1128
1
true
2019-01-05 04:15:00
3.05
12.8
40
18.586353
86.75
2
0
363.20334
1
true
2019-01-05 04:30:00
3
12.8
40
18.552986
87
2.1
0
374.92902
1
true
2019-01-05 04:45:00
3
12.8
40
18.522919
88.5
1.95
0
385.8135
1
true
2019-01-05 05:00:00
3
12.8
40
18.495903
90
1.8
0
396.50974
1
true
2019-01-05 05:15:00
3
12.8
40
18.471088
91.5
1.65
0
406.96298
1
true
2019-01-05 05:30:00
3
12.8
40
18.448034
93
1.5
0
417.0645
1
true
2019-01-05 05:45:00
2.75
12.8
40
18.424837
93
1.5
0
427.14603
1
true
2019-01-05 06:00:00
2.5
12.8
40
18.401472
93
1.5
0
436.875
1
true
2019-01-05 06:15:00
2.25
12.8
40
18.37832
93
1.5
0
445.96454
1
true
2019-01-05 06:30:00
2
12.8
40
18.35541
93
1.5
0
454.97443
1
true
2019-01-05 06:45:00
2.25
21.1
23.9
19.161097
93
1.125
0
12,282.725
1
true
2019-01-05 07:00:00
2.5
21.1
23.9
19.75382
93
0.75
0
12,256.085
1
true
2019-01-05 07:15:00
2.75
21.1
23.9
20.132639
93
0.375
0
11,749.383
1
true
2019-01-05 07:30:00
3
21.1
23.9
20.433075
93
0
0
9,598.464
1
true
2019-01-05 07:45:00
3
21.1
23.9
20.735806
93
0
73.5
8,480.922
1
true
2019-01-05 08:00:00
3
21.1
23.9
20.956276
93
0
98
7,719.061
1
true
2019-01-05 08:15:00
3
21.1
23.9
21.096067
93
0
111.25
6,586.9995
1
true
2019-01-05 08:30:00
3
21.1
23.9
21.099907
93
0
124.5
5,746.2085
1
true
2019-01-05 08:45:00
3.25
21.1
23.9
21.100012
93.25
0
137.75
5,198.561
1
true
2019-01-05 09:00:00
3.5
21.1
23.9
21.100012
93.5
0
151
4,689.283
1
true
2019-01-05 09:15:00
3.75
21.1
23.9
21.100008
93.75
0
225.75
4,172.7427
1
true
2019-01-05 09:30:00
4
21.1
23.9
21.100006
94
0
300.5
3,550.4636
1
true
2019-01-05 09:45:00
4.25
21.1
23.9
21.100004
93.75
0
375.25
2,766.9946
1
true
2019-01-05 10:00:00
4.5
21.1
23.9
21.100006
93.5
0
450
2,452.5857
1
true
2019-01-05 10:15:00
4.75
21.1
23.9
21.100004
93.25
0
396.5
2,122.222
1
true
2019-01-05 10:30:00
5
21.1
23.9
21.100006
93
0
343
1,871.0621
1
true
2019-01-05 10:45:00
5
21.1
23.9
21.100006
91.5
0
289.5
1,638.1832
1
true
2019-01-05 11:00:00
5
21.1
23.9
21.100012
90
0
236
1,383.6254
1
true
2019-01-05 11:15:00
5
21.1
23.9
21.100018
88.5
0
177
1,311.7206
1
true
2019-01-05 11:30:00
5
21.1
23.9
21.100021
87
0
118
1,271.2695
1
true
2019-01-05 11:45:00
5.05
21.1
23.9
21.10002
86.75
0.125
59
1,283.5627
1
true
2019-01-05 12:00:00
5.1
21.1
23.9
21.10002
86.5
0.25
0
1,308.0808
1
true
2019-01-05 12:15:00
5.15
21.1
23.9
21.100021
86.25
0.375
4.75
1,515.1895
1
true
2019-01-05 12:30:00
5.2
21.1
23.9
21.100023
86
0.5
9.5
1,641.8195
1
true
2019-01-05 12:45:00
5.2
12.8
32.2
20.931671
86
0.625
14.25
71.64491
1
true
2019-01-05 13:00:00
5.2
12.8
32.2
20.816431
86
0.75
19
71.64491
1
true
2019-01-05 13:15:00
5.2
12.8
32.2
20.74624
86
0.875
14.25
71.64491
1
true
2019-01-05 13:30:00
5.2
12.8
32.2
20.683834
86
1
9.5
71.64491
1
true
2019-01-05 13:45:00
5.15
12.8
32.2
20.625042
86.25
1.125
4.75
71.64491
1
true
2019-01-05 14:00:00
5.1
12.8
32.2
20.562035
86.5
1.25
0
71.64491
1
true
2019-01-05 14:15:00
5.05
12.8
32.2
20.495724
86.75
1.375
36.25
71.64491
1
true
2019-01-05 14:30:00
5
12.8
32.2
20.419064
87
1.5
72.5
71.64491
1
true
2019-01-05 14:45:00
4.75
12.8
32.2
20.361376
88.5
1.5
108.75
71.64491
1
true
2019-01-05 15:00:00
4.5
12.8
32.2
20.321941
90
1.5
145
71.64491
1
true
2019-01-05 15:15:00
4.25
12.8
32.2
20.306807
91.5
1.5
117
71.64491
1
true
2019-01-05 15:30:00
4
12.8
32.2
20.302826
93
1.5
89
71.64491
1
true
2019-01-05 15:45:00
3.875
12.8
32.2
20.275928
93
1.575
61
139.50633
1
true
2019-01-05 16:00:00
3.75
12.8
32.2
20.242882
93
1.65
0
135.38068
1
true
2019-01-05 16:15:00
3.625
12.8
32.2
20.191696
93
1.725
0
129.91872
1
true
2019-01-05 16:30:00
3.5
12.8
32.2
20.135216
93
1.8
0
125.97268
1
true
2019-01-05 16:45:00
3.375
12.8
32.2
20.06445
93
1.875
0
119.77779
1
true
2019-01-05 17:00:00
3.25
12.8
32.2
19.985563
93
1.95
0
113.15614
1
true
2019-01-05 17:15:00
3.125
12.8
32.2
19.919024
93
2.025
0
111.00755
1
true
2019-01-05 17:30:00
3
12.8
32.2
19.839468
93
2.1
0
104.78783
1
true
2019-01-05 17:45:00
2.975
12.8
32.2
19.763441
93
1.85
0
97.8058
1
true
2019-01-05 18:00:00
2.95
12.8
32.2
19.690077
93
1.6
0
90.32963
1
true
2019-01-05 18:15:00
2.925
12.8
32.2
19.619064
93
1.35
0
82.808136
1
true
2019-01-05 18:30:00
2.9
12.8
32.2
19.552168
93
1.1
0
71.64491
1
true
2019-01-05 18:45:00
2.925
12.8
32.2
19.48595
93
0.825
0
71.64491
1
true
2019-01-05 19:00:00
2.95
12.8
32.2
19.424416
93
0.55
0
103.749664
1
true
2019-01-05 19:15:00
2.975
12.8
32.2
19.366768
93
0.275
0
124.14335
1
true
2019-01-05 19:30:00
3
12.8
32.2
19.31237
93
0
0
144.0256
1
true
2019-01-05 19:45:00
3
12.8
32.2
19.258215
93
0
0
163.34088
1
true
2019-01-05 20:00:00
3
12.8
32.2
19.20449
93
0
0
182.50468
1
true
2019-01-05 20:15:00
3
12.8
32.2
19.152098
93
0
0
200.95349
1
true
2019-01-05 20:30:00
3
12.8
32.2
19.101486
93
0
0
218.66948
1
true
2019-01-05 20:45:00
3
12.8
32.2
19.052765
94.75
0
0
235.73074
1
true
2019-01-05 21:00:00
3
12.8
32.2
19.005941
96.5
0
0
252.15619
1
true
2019-01-05 21:15:00
3
12.8
32.2
18.961
98.25
0
0
267.9551
1
true
2019-01-05 21:30:00
3
12.8
32.2
18.918123
100
0
0
283.14258
1
true
2019-01-05 21:45:00
3
12.8
32.2
18.877085
98.25
0
0
297.6713
1
true
2019-01-05 22:00:00
3
12.8
32.2
18.837769
96.5
0
0
311.63037
1
true
2019-01-05 22:15:00
3
12.8
32.2
18.800123
94.75
0
0
325.04666
1
true
2019-01-05 22:30:00
3
12.8
32.2
18.764109
93
0
0
337.93204
1
true
2019-01-05 22:45:00
3.125
12.8
32.2
18.728714
92.5
0.1
0
349.8837
1
true
2019-01-05 23:00:00
3.25
12.8
32.2
18.69405
92
0.2
0
361.17865
1
true
2019-01-05 23:15:00
3.375
12.8
32.2
18.660423
91.5
0.3
0
372.11285
1
true
2019-01-05 23:30:00
3.5
12.8
32.2
18.628012
91
0.4
0
382.62537
1
true
2019-01-05 23:45:00
3.6
12.8
40
18.597132
91
0.475
0
392.6819
1
true
2019-01-06 00:00:00
3.7
12.8
40
18.56808
91
0.55
0
402.2182
1
true
2019-01-06 00:15:00
3.8
12.8
40
18.540676
91
0.625
0
410.43634
1
true
2019-01-06 00:30:00
3.9
12.8
40
18.514757
91
0.7
0
418.33374
1
true
2019-01-06 00:45:00
3.9
12.8
40
18.48996
91.25
0.8
0
426.0335
1
true
2019-01-06 01:00:00
3.9
12.8
40
18.46623
91.5
0.9
0
433.28073
1
true
2019-01-06 01:15:00
3.9
12.8
40
18.443571
91.75
1
0
440.08
1
true
2019-01-06 01:30:00
3.9
12.8
40
18.421926
92
1.1
0
446.4688
1
true
2019-01-06 01:45:00
3.975
12.8
40
18.401884
92
1.175
0
452.37793
1
true
2019-01-06 02:00:00
4.05
12.8
40
18.383007
92
1.25
0
457.86453
1
true
2019-01-06 02:15:00
4.125
12.8
40
18.365051
92
1.325
0
463.0445
1
true
2019-01-06 02:30:00
4.2
12.8
40
18.347984
92
1.4
0
467.9332
1
true
2019-01-06 02:45:00
4.175
12.8
40
18.331707
91.75
1.475
0
472.67224
1
true
2019-01-06 03:00:00
4.15
12.8
40
18.316181
91.5
1.55
0
477.1282
1
true
2019-01-06 03:15:00
4.125
12.8
40
18.30135
91.25
1.625
0
481.32617
1
true
2019-01-06 03:30:00
4.1
12.8
40
18.287138
91
1.7
0
485.29382
1
true
2019-01-06 03:45:00
4.075
12.8
40
18.273232
91.5
1.8
0
489.06113
1
true
2019-01-06 04:00:00
4.05
12.8
40
18.25958
92
1.9
0
492.65817
1
true
2019-01-06 04:15:00
4.025
12.8
40
18.246195
92.5
2
0
496.11798
1
true
2019-01-06 04:30:00
4
12.8
40
18.233057
93
2.1
0
499.4686
1
true
2019-01-06 04:45:00
4
12.8
40
18.225842
93
1.575
0
502.69507
1
true