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
2019-01-11 10:00:00
-2.5
21.1
23.9
23.899223
68
2.05
696
1,849.4976
1
true
2019-01-11 10:15:00
-2.25
21.1
23.9
23.899155
66.5
2.325
711
1,718.1803
1
true
2019-01-11 10:30:00
-2
21.1
23.9
23.898811
65
2.6
726
1,563.544
1
true
2019-01-11 10:45:00
-1.75
21.1
23.9
23.898916
66.5
2.6
741
1,305.5519
1
true
2019-01-11 11:00:00
-1.5
21.1
23.9
23.898884
68
2.6
756
1,048.842
1
true
2019-01-11 11:15:00
-1.25
21.1
23.9
23.898857
69.5
2.6
759.25
918.7607
1
true
2019-01-11 11:30:00
-1
21.1
23.9
23.898668
71
2.6
762.5
904.0469
1
true
2019-01-11 11:45:00
-0.75
21.1
23.9
23.899174
72.75
2.6
765.75
849.1637
1
true
2019-01-11 12:00:00
-0.5
21.1
23.9
23.899076
74.5
2.6
769
835.6149
1
true
2019-01-11 12:15:00
-0.25
21.1
23.9
23.899137
76.25
2.6
761
823.88666
1
true
2019-01-11 12:30:00
0
21.1
23.9
23.899195
78
2.6
753
815.5298
1
true
2019-01-11 12:45:00
-0.5
21.1
23.9
23.898947
76.25
2.325
745
929.84924
1
true
2019-01-11 13:00:00
-1
21.1
23.9
23.899014
74.5
2.05
737
1,008.9754
1
true
2019-01-11 13:15:00
-1.5
21.1
23.9
23.89899
72.75
1.775
714.25
1,080.0941
1
true
2019-01-11 13:30:00
-2
21.1
23.9
23.898973
71
1.5
691.5
1,158.329
1
true
2019-01-11 13:45:00
-2
21.1
23.9
23.898424
65.75
1.65
668.75
1,184.2456
1
true
2019-01-11 14:00:00
-2
21.1
23.9
23.898287
60.5
1.8
646
1,197.6232
1
true
2019-01-11 14:15:00
-2
21.1
23.9
23.898214
55.25
1.95
548
1,214.0165
1
true
2019-01-11 14:30:00
-2
21.1
23.9
23.898752
50
2.1
450
1,229.8456
1
true
2019-01-11 14:45:00
-2
21.1
23.9
23.898848
51.25
1.95
352
1,215.7761
1
true
2019-01-11 15:00:00
-2
21.1
23.9
23.899118
52.5
1.8
254
1,220.0526
1
true
2019-01-11 15:15:00
-2
21.1
23.9
23.899118
53.75
1.65
210
1,212.6545
1
true
2019-01-11 15:30:00
-2
21.1
23.9
23.89912
55
1.5
166
1,199.6926
1
true
2019-01-11 15:45:00
-2.25
21.1
23.9
23.899353
59
1.125
122
1,162.5502
1
true
2019-01-11 16:00:00
-2.5
21.1
23.9
23.898676
63
0.75
78
4,058.3345
1
true
2019-01-11 16:15:00
-2.75
21.1
23.9
23.89876
67
0.375
0
4,608.443
1
true
2019-01-11 16:30:00
-3
21.1
23.9
23.898972
71
0
0
4,280.8247
1
true
2019-01-11 16:45:00
-3.25
21.1
23.9
23.899067
68
0.375
0
4,059.3892
1
true
2019-01-11 17:00:00
-3.5
21.1
23.9
23.899092
65
0.75
0
3,925.6165
1
true
2019-01-11 17:15:00
-3.75
21.1
23.9
23.899105
62
1.125
0
3,846.658
1
true
2019-01-11 17:30:00
-4
21.1
23.9
23.899126
59
1.5
0
3,911.8352
1
true
2019-01-11 17:45:00
-4.25
12.8
40
24.15606
63.5
1.125
0
1,337.9528
1
true
2019-01-11 18:00:00
-4.5
12.8
40
24.334688
68
0.75
0
1,369.9075
1
true
2019-01-11 18:15:00
-4.75
12.8
40
24.309458
72.5
0.375
0
1,404.7823
1
true
2019-01-11 18:30:00
-5
12.8
40
24.236238
77
0
0
1,440.2153
1
true
2019-01-11 18:45:00
-4.75
12.8
40
23.776329
75.5
0
0
1,407.5004
1
true
2019-01-11 19:00:00
-4.5
12.8
40
23.376888
74
0
0
1,367.8364
1
true
2019-01-11 19:15:00
-4.25
12.8
40
23.057346
72.5
0
0
1,326.6992
1
true
2019-01-11 19:30:00
-4
12.8
40
22.766449
71
0
0
1,284.2129
1
true
2019-01-11 19:45:00
-3.75
12.8
40
22.240797
71
0.375
0
1,240.3926
1
true
2019-01-11 20:00:00
-3.5
12.8
40
21.780767
71
0.75
0
1,195.038
1
true
2019-01-11 20:15:00
-3.25
12.8
40
21.443056
71
1.125
0
1,148.2421
1
true
2019-01-11 20:30:00
-3
12.8
40
21.127592
71
1.5
0
1,100.054
1
true
2019-01-11 20:45:00
-3.25
12.8
40
20.72066
71
1.5
0
1,139.7797
1
true
2019-01-11 21:00:00
-3.5
12.8
40
20.392448
71
1.5
0
1,182.9182
1
true
2019-01-11 21:15:00
-3.75
12.8
40
20.134085
71
1.5
0
1,227.8508
1
true
2019-01-11 21:30:00
-4
12.8
40
19.883202
71
1.5
0
1,274.2883
1
true
2019-01-11 21:45:00
-3.75
12.8
40
19.708601
69.5
1.5
0
1,225.4545
1
true
2019-01-11 22:00:00
-3.5
12.8
40
19.514593
68
1.5
0
1,174.993
1
true
2019-01-11 22:15:00
-3.25
12.8
40
19.336641
66.5
1.5
0
1,123.1531
1
true
2019-01-11 22:30:00
-3
12.8
40
19.167645
65
1.5
0
1,092.0359
1
true
2019-01-11 22:45:00
-3.75
12.8
40
19.006603
64.75
1.5
0
1,287.7115
1
true
2019-01-11 23:00:00
-4.5
12.8
40
18.853834
64.5
1.5
0
1,481.9364
1
true
2019-01-11 23:15:00
-5.25
12.8
40
18.708857
64.25
1.5
0
1,674.7648
1
true
2019-01-11 23:30:00
-6
12.8
40
18.570637
64
1.5
0
1,866.3978
1
true
2019-01-11 23:45:00
-5.725
12.8
40
18.5369
64
1.5
0
1,850.6061
1
true
2019-01-12 00:00:00
-5.45
12.8
40
18.503588
64
1.5
0
1,833.4814
1
true
2019-01-12 00:15:00
-5.175
12.8
40
18.446276
64
1.5
0
1,814.0598
1
true
2019-01-12 00:30:00
-4.9
12.8
40
18.377514
64
1.5
0
1,792.7511
1
true
2019-01-12 00:45:00
-4.725
12.8
40
18.307016
64.25
1.5
0
1,790.541
1
true
2019-01-12 01:00:00
-4.55
12.8
40
18.237698
64.5
1.5
0
1,787.3116
1
true
2019-01-12 01:15:00
-4.375
12.8
40
18.170097
64.75
1.5
0
1,782.8102
1
true
2019-01-12 01:30:00
-4.2
12.8
40
18.104515
65
1.5
0
1,776.8752
1
true
2019-01-12 01:45:00
-3.95
12.8
40
18.041357
65
1.5
0
1,754.3414
1
true
2019-01-12 02:00:00
-3.7
12.8
40
17.980888
65
1.5
0
1,730.3004
1
true
2019-01-12 02:15:00
-3.45
12.8
40
17.923279
65
1.5
0
1,704.7473
1
true
2019-01-12 02:30:00
-3.2
12.8
40
17.868649
65
1.5
0
1,677.6877
1
true
2019-01-12 02:45:00
-3.075
12.8
40
17.81695
65
1.5
0
1,674.3152
1
true
2019-01-12 03:00:00
-2.95
12.8
40
17.768204
65
1.5
0
1,669.4803
1
true
2019-01-12 03:15:00
-2.825
12.8
40
17.72241
65
1.5
0
1,663.2349
1
true
2019-01-12 03:30:00
-2.7
12.8
40
17.679743
65
1.5
0
1,655.642
1
true
2019-01-12 03:45:00
-2.525
12.8
40
17.640085
65
1.5
0
1,635.9568
1
true
2019-01-12 04:00:00
-2.35
12.8
40
17.603243
65
1.5
0
1,615.306
1
true
2019-01-12 04:15:00
-2.175
12.8
40
17.569439
65
1.5
0
1,593.7252
1
true
2019-01-12 04:30:00
-2
12.8
40
17.538425
65
1.5
0
1,569.9792
1
true
2019-01-12 04:45:00
-2
12.8
40
17.509777
66.5
1.5
0
1,580.8241
1
true
2019-01-12 05:00:00
-2
12.8
40
17.483288
68
1.5
0
1,591.0259
1
true
2019-01-12 05:15:00
-2
12.8
40
17.458818
69.5
1.5
0
1,600.466
1
true
2019-01-12 05:30:00
-2
12.8
40
17.43621
71
1.5
0
1,609.1714
1
true
2019-01-12 05:45:00
-2
12.8
40
17.420004
71
1.125
0
1,617.2109
1
true
2019-01-12 06:00:00
-2
12.8
40
17.40961
71
0.75
0
1,624.6566
1
true
2019-01-12 06:15:00
-2
12.8
40
17.403688
71
0.375
0
1,631.5092
1
true
2019-01-12 06:30:00
-2
12.8
40
17.400946
71
0
0
1,637.7085
1
true
2019-01-12 06:45:00
-2
21.1
23.9
18.215067
69.5
0.375
0
13,460.174
1
true
2019-01-12 07:00:00
-2
21.1
23.9
18.770876
68
0.75
0
13,431.437
1
true
2019-01-12 07:15:00
-2
21.1
23.9
19.123009
66.5
1.125
0
13,397.253
1
true
2019-01-12 07:30:00
-2
21.1
23.9
19.420376
65
1.5
0
13,366.552
1
true
2019-01-12 07:45:00
-1.75
21.1
23.9
19.716976
65.25
1.5
19.5
12,860.957
1
true
2019-01-12 08:00:00
-1.5
21.1
23.9
19.982191
65.5
1.5
26
11,706.147
1
true
2019-01-12 08:15:00
-1.25
21.1
23.9
20.183666
65.75
1.5
82.5
10,464.648
1
true
2019-01-12 08:30:00
-1
21.1
23.9
20.428518
66
1.5
139
9,447.167
1
true
2019-01-12 08:45:00
-1
21.1
23.9
20.653143
69
1.5
195.5
8,338.54
1
true
2019-01-12 09:00:00
-1
21.1
23.9
20.902594
72
1.5
252
7,608.0693
1
true
2019-01-12 09:15:00
-1
21.1
23.9
21.09857
75
1.5
214.75
7,167.974
1
true
2019-01-12 09:30:00
-1
21.1
23.9
21.099947
78
1.5
177.5
6,475.3687
1
true
2019-01-12 09:45:00
-1
21.1
23.9
21.099985
79.75
1.5
140.25
6,199.953
1
true
2019-01-12 10:00:00
-1
21.1
23.9
21.099987
81.5
1.5
103
5,869.1553
1
true
2019-01-12 10:15:00
-1
21.1
23.9
21.099989
83.25
1.5
78.75
5,685.91
1
true
2019-01-12 10:30:00
-1
21.1
23.9
21.099989
85
1.5
54.5
5,515.112
1
true
2019-01-12 10:45:00
-0.95
21.1
23.9
21.09999
84.75
1.5
30.25
5,425.5493
1
true