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
2019-01-09 08:00:00
-2
21.1
23.9
21.412443
85
0
121
6,120.0205
1
true
2019-01-09 08:15:00
-2
21.1
23.9
21.792957
81.5
0
135.25
4,652.649
1
true
2019-01-09 08:30:00
-2
21.1
23.9
22.18276
78
0
149.5
3,770.8103
1
true
2019-01-09 08:45:00
-1.75
21.1
23.9
23.103212
78
0.525
163.75
2,090.369
1
true
2019-01-09 09:00:00
-1.5
21.1
23.9
23.706305
78
1.05
178
1,998.0192
1
true
2019-01-09 09:15:00
-1.25
21.1
23.9
23.898966
78
1.575
166.25
3,545.953
1
true
2019-01-09 09:30:00
-1
21.1
23.9
23.89947
78
2.1
154.5
3,640.38
1
true
2019-01-09 09:45:00
-0.5
21.1
23.9
23.899157
75.25
2.1
142.75
3,981.982
1
true
2019-01-09 10:00:00
0
21.1
23.9
23.899187
72.5
2.1
131
3,933.3271
1
true
2019-01-09 10:15:00
0.5
21.1
23.9
23.899158
69.75
2.1
132.25
3,367.7407
1
true
2019-01-09 10:30:00
1
21.1
23.9
23.89914
67
2.1
133.5
3,126.9788
1
true
2019-01-09 10:45:00
1.05
21.1
23.9
23.89929
68.25
2.3
134.75
3,144.5203
1
true
2019-01-09 11:00:00
1.1
21.1
23.9
23.899334
69.5
2.5
136
3,089.7607
1
true
2019-01-09 11:15:00
1.15
21.1
23.9
23.89933
70.75
2.7
138.25
3,136.162
1
true
2019-01-09 11:30:00
1.2
21.1
23.9
23.899231
72
2.9
140.5
3,320.7405
1
true
2019-01-09 11:45:00
1.15
21.1
23.9
23.899094
73.75
3.075
142.75
3,763.2305
1
true
2019-01-09 12:00:00
1.1
21.1
23.9
23.89914
75.5
3.25
145
3,932.3232
1
true
2019-01-09 12:15:00
1.05
21.1
23.9
23.899214
77.25
3.425
176
4,020.4407
1
true
2019-01-09 12:30:00
1
21.1
23.9
23.899265
79
3.6
207
4,057.5408
1
true
2019-01-09 12:45:00
1
21.1
23.9
23.899069
77.25
3.475
238
2,219.3044
1
true
2019-01-09 13:00:00
1
21.1
23.9
23.899128
75.5
3.35
269
1,187.3065
1
true
2019-01-09 13:15:00
1
21.1
23.9
23.899017
73.75
3.225
270.25
645.67725
1
true
2019-01-09 13:30:00
1
21.1
23.9
23.898918
72
3.1
271.5
528.32227
1
true
2019-01-09 13:45:00
1
21.1
23.9
23.89881
72
2.975
272.75
644.499
1
true
2019-01-09 14:00:00
1
21.1
23.9
23.898712
72
2.85
274
712.7059
1
true
2019-01-09 14:15:00
1
21.1
23.9
23.898617
72
2.725
244.5
705.8151
1
true
2019-01-09 14:30:00
1
21.1
23.9
23.898567
72
2.6
215
679.25085
1
true
2019-01-09 14:45:00
1
21.1
23.9
23.898611
70.75
2.325
185.5
585.485
1
true
2019-01-09 15:00:00
1
21.1
23.9
23.898607
69.5
2.05
156
538.02844
1
true
2019-01-09 15:15:00
1
21.1
23.9
23.898615
68.25
1.775
128
1,011.19434
1
true
2019-01-09 15:30:00
1
21.1
23.9
23.898653
67
1.5
100
2,139.9707
1
true
2019-01-09 15:45:00
0.75
21.1
23.9
23.898857
66.75
1.5
72
3,285.3467
1
true
2019-01-09 16:00:00
0.5
21.1
23.9
23.898952
66.5
1.5
44
2,906.7231
1
true
2019-01-09 16:15:00
0.25
21.1
23.9
23.899014
66.25
1.5
0
2,575.4197
1
true
2019-01-09 16:30:00
0
21.1
23.9
23.899065
66
1.5
0
2,594.8198
1
true
2019-01-09 16:45:00
-0.25
21.1
23.9
23.899162
70.75
1.5
0
2,551.6294
1
true
2019-01-09 17:00:00
-0.5
21.1
23.9
23.899235
75.5
1.5
0
2,597.6067
1
true
2019-01-09 17:15:00
-0.75
21.1
23.9
23.899282
80.25
1.5
0
2,692.854
1
true
2019-01-09 17:30:00
-1
21.1
23.9
23.899315
85
1.5
0
2,785.4712
1
true
2019-01-09 17:45:00
-0.75
12.8
40
24.10498
83.25
1.125
0
831.8588
1
true
2019-01-09 18:00:00
-0.5
12.8
40
24.284174
81.5
0.75
0
787.4666
1
true
2019-01-09 18:15:00
-0.25
12.8
40
24.260828
79.75
0.375
0
748.43304
1
true
2019-01-09 18:30:00
0
12.8
40
24.220984
78
0
0
711.6356
1
true
2019-01-09 18:45:00
-0.025
12.8
40
23.764992
78.25
0.325
0
656.11523
1
true
2019-01-09 19:00:00
-0.05
12.8
40
23.371489
78.5
0.65
0
648.70056
1
true
2019-01-09 19:15:00
-0.075
12.8
40
23.05991
78.75
0.975
0
642.80914
1
true
2019-01-09 19:30:00
-0.1
12.8
40
22.775549
79
1.3
0
637.1325
1
true
2019-01-09 19:45:00
-0.075
12.8
40
22.264414
78.75
1.625
0
623.1145
1
true
2019-01-09 20:00:00
-0.05
12.8
40
21.817966
78.5
1.95
0
608.0387
1
true
2019-01-09 20:15:00
-0.025
12.8
40
21.505615
78.25
2.275
0
592.7873
1
true
2019-01-09 20:30:00
0
12.8
40
21.206907
78
2.6
0
577.57904
1
true
2019-01-09 20:45:00
0
12.8
40
20.821268
71.25
2.725
0
558.11743
1
true
2019-01-09 21:00:00
0
12.8
40
20.501364
64.5
2.85
0
545.90326
1
true
2019-01-09 21:15:00
0
12.8
40
20.301504
57.75
2.975
0
542.13666
1
true
2019-01-09 21:30:00
0
12.8
40
20.070482
51
3.1
0
532.974
1
true
2019-01-09 21:45:00
-0.25
12.8
40
19.87483
53.25
3.225
0
569.68677
1
true
2019-01-09 22:00:00
-0.5
12.8
40
19.691544
55.5
3.35
0
607.78436
1
true
2019-01-09 22:15:00
-0.75
12.8
40
19.514877
57.75
3.475
0
646.9529
1
true
2019-01-09 22:30:00
-1
12.8
40
19.345875
60
3.6
0
687.43616
1
true
2019-01-09 22:45:00
-1.25
12.8
40
19.190014
61.25
3.35
0
729.2219
1
true
2019-01-09 23:00:00
-1.5
12.8
40
19.046926
62.5
3.1
0
771.6449
1
true
2019-01-09 23:15:00
-1.75
12.8
40
18.91335
63.75
2.85
0
857.0357
1
true
2019-01-09 23:30:00
-2
12.8
40
18.788374
65
2.6
0
945.40204
1
true
2019-01-09 23:45:00
-2.025
12.8
40
18.668915
65.75
2.55
0
987.48456
1
true
2019-01-10 00:00:00
-2.05
12.8
40
18.554468
66.5
2.5
0
1,028.6743
1
true
2019-01-10 00:15:00
-2.075
12.8
40
18.445219
67.25
2.45
0
1,068.9877
1
true
2019-01-10 00:30:00
-2.1
12.8
40
18.341135
68
2.4
0
1,108.4011
1
true
2019-01-10 00:45:00
-2.225
12.8
40
18.241835
69
2.35
0
1,167.0135
1
true
2019-01-10 01:00:00
-2.35
12.8
40
18.147058
70
2.3
0
1,224.6481
1
true
2019-01-10 01:15:00
-2.475
12.8
40
18.05659
71
2.25
0
1,281.2906
1
true
2019-01-10 01:30:00
-2.6
12.8
40
17.9702
72
2.2
0
1,336.8558
1
true
2019-01-10 01:45:00
-2.65
12.8
40
17.88808
73
2.125
0
1,376.4308
1
true
2019-01-10 02:00:00
-2.7
12.8
40
17.810226
74
2.05
0
1,414.9587
1
true
2019-01-10 02:15:00
-2.75
12.8
40
17.736042
75
1.975
0
1,452.3269
1
true
2019-01-10 02:30:00
-2.8
12.8
40
17.665527
76
1.9
0
1,489.0021
1
true
2019-01-10 02:45:00
-2.975
12.8
40
17.597977
76.75
1.85
0
1,549.7122
1
true
2019-01-10 03:00:00
-3.15
12.8
40
17.533173
77.5
1.8
0
1,609.527
1
true
2019-01-10 03:15:00
-3.325
12.8
40
17.470997
78.25
1.75
0
1,668.5421
1
true
2019-01-10 03:30:00
-3.5
12.8
40
17.411266
79
1.7
0
1,726.7917
1
true
2019-01-10 03:45:00
-3.625
12.8
40
17.353836
80.25
1.65
0
1,774.2545
1
true
2019-01-10 04:00:00
-3.75
12.8
40
17.298525
81.5
1.6
0
1,821.056
1
true
2019-01-10 04:15:00
-3.875
12.8
40
17.245173
82.75
1.55
0
1,867.2402
1
true
2019-01-10 04:30:00
-4
12.8
40
17.19365
84
1.5
0
1,912.8451
1
true
2019-01-10 04:45:00
-4
12.8
40
17.137812
84
1.9
0
1,932.7196
1
true
2019-01-10 05:00:00
-4
12.8
40
17.07815
84
2.3
0
1,952.064
1
true
2019-01-10 05:15:00
-4
12.8
40
17.016596
84
2.7
0
1,970.9736
1
true
2019-01-10 05:30:00
-4
12.8
40
16.954216
84
3.1
0
1,989.4941
1
true
2019-01-10 05:45:00
-4
12.8
40
16.896448
80.75
2.85
0
2,891.0881
1
true
2019-01-10 06:00:00
-4
12.8
40
16.844599
77.5
2.6
0
2,887.0222
1
true
2019-01-10 06:15:00
-4
12.8
40
16.798756
74.25
2.35
0
2,895.8538
1
true
2019-01-10 06:30:00
-4
12.8
40
16.7576
71
2.1
0
2,904.0964
1
true
2019-01-10 06:45:00
-4.5
21.1
23.9
17.551117
72.5
1.575
0
14,868.06
1
true
2019-01-10 07:00:00
-5
21.1
23.9
18.06577
74
1.05
0
14,989.663
1
true
2019-01-10 07:15:00
-5.5
21.1
23.9
18.413364
75.5
0.525
0
15,107.845
1
true
2019-01-10 07:30:00
-6
21.1
23.9
18.721966
77
0
0
15,227.273
1
true
2019-01-10 07:45:00
-5.5
21.1
23.9
20.831682
74
0.65
153.75
13,306.668
1
true
2019-01-10 08:00:00
-5
21.1
23.9
21.100374
71
1.3
205
8,017.596
1
true
2019-01-10 08:15:00
-4.5
21.1
23.9
21.446352
68
1.95
288.75
6,329.701
1
true
2019-01-10 08:30:00
-4
21.1
23.9
21.83531
65
2.6
372.5
5,169.825
1
true
2019-01-10 08:45:00
-3.75
21.1
23.9
22.709198
69.75
2.475
456.25
4,336.4214
1
true