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
2019-01-03 02:00:00
0.5
12.8
40
18.314108
90.5
0
0
632.0993
1
true
2019-01-03 02:15:00
0.55
12.8
40
18.244474
90.25
0
0
646.5746
1
true
2019-01-03 02:30:00
0.6
12.8
40
18.178411
90
0
0
659.82166
1
true
2019-01-03 02:45:00
0.5
12.8
40
18.11571
90.25
0
0
702.2763
1
true
2019-01-03 03:00:00
0.4
12.8
40
18.056126
90.5
0
0
743.79535
1
true
2019-01-03 03:15:00
0.3
12.8
40
17.999405
90.75
0
0
784.4117
1
true
2019-01-03 03:30:00
0.2
12.8
40
17.945293
91
0
0
824.17847
1
true
2019-01-03 03:45:00
0.15
12.8
40
17.89356
91.25
0
0
853.0897
1
true
2019-01-03 04:00:00
0.1
12.8
40
17.844011
91.5
0
0
881.28253
1
true
2019-01-03 04:15:00
0.05
12.8
40
17.796484
91.75
0
0
908.81396
1
true
2019-01-03 04:30:00
0
12.8
40
17.750843
92
0
0
935.7312
1
true
2019-01-03 04:45:00
0.25
12.8
40
17.707207
90.5
0
0
901.63763
1
true
2019-01-03 05:00:00
0.5
12.8
40
17.665379
89
0
0
866.90906
1
true
2019-01-03 05:15:00
0.75
12.8
40
17.62537
87.5
0
0
831.57324
1
true
2019-01-03 05:30:00
1
12.8
40
17.58731
86
0
0
795.58356
1
true
2019-01-03 05:45:00
1
12.8
40
17.550716
86
0
0
1,504.7203
1
true
2019-01-03 06:00:00
1
12.8
40
17.514137
86
0
0
1,498.444
1
true
2019-01-03 06:15:00
1
12.8
40
17.479856
86
0
0
1,504.9666
1
true
2019-01-03 06:30:00
1
12.8
40
17.448183
86
0
0
1,510.3118
1
true
2019-01-03 06:45:00
1.075
21.1
23.9
18.246218
84.5
0
0
13,319.989
1
true
2019-01-03 07:00:00
1.15
21.1
23.9
18.788107
83
0
0
13,289.831
1
true
2019-01-03 07:15:00
1.225
21.1
23.9
19.139622
81.5
0
0
13,256.226
1
true
2019-01-03 07:30:00
1.3
21.1
23.9
19.44354
80
0
0
13,200.924
1
true
2019-01-03 07:45:00
1.475
21.1
23.9
21.10043
78.25
0
83.25
6,474.7646
1
true
2019-01-03 08:00:00
1.65
21.1
23.9
21.500416
76.5
0
111
3,700.081
1
true
2019-01-03 08:15:00
1.825
21.1
23.9
21.958977
74.75
0
93.75
2,607.1685
1
true
2019-01-03 08:30:00
2
21.1
23.9
22.41349
73
0
76.5
1,796.5104
1
true
2019-01-03 08:45:00
2.125
21.1
23.9
23.355047
73.25
0
59.25
1,050.1599
1
true
2019-01-03 09:00:00
2.25
21.1
23.9
23.89842
73.5
0
42
1,399.8419
1
true
2019-01-03 09:15:00
2.375
21.1
23.9
23.89901
73.75
0
31.5
1,907.4125
1
true
2019-01-03 09:30:00
2.5
21.1
23.9
23.899288
74
0
21
2,131.457
1
true
2019-01-03 09:45:00
2.625
21.1
23.9
23.899294
74
0
10.5
2,300.1433
1
true
2019-01-03 10:00:00
2.75
21.1
23.9
23.899294
74
0
0
2,396.1995
1
true
2019-01-03 10:15:00
2.875
21.1
23.9
23.899311
74
0
0
2,394.2283
1
true
2019-01-03 10:30:00
3
21.1
23.9
23.899313
74
0
0
2,468.7468
1
true
2019-01-03 10:45:00
3
21.1
23.9
23.899141
74
0.525
0
2,230.6602
1
true
2019-01-03 11:00:00
3
21.1
23.9
23.899149
74
1.05
0
2,272.6384
1
true
2019-01-03 11:15:00
3
21.1
23.9
23.8992
74
1.575
0
2,249.315
1
true
2019-01-03 11:30:00
3
21.1
23.9
23.89923
74
2.1
0
2,238.5647
1
true
2019-01-03 11:45:00
3
21.1
23.9
23.89925
74
1.575
0
1,687.5497
1
true
2019-01-03 12:00:00
3
21.1
23.9
23.899462
74
1.05
0
1,690.1776
1
true
2019-01-03 12:15:00
3
21.1
23.9
23.899525
74
0.525
0
1,691.5022
1
true
2019-01-03 12:30:00
3
21.1
23.9
23.899544
74
0
0
1,685.0188
1
true
2019-01-03 12:45:00
3
21.1
23.9
23.899448
75.75
0
0
2,166.4563
1
true
2019-01-03 13:00:00
3
21.1
23.9
23.899239
77.5
0
0
2,253.22
1
true
2019-01-03 13:15:00
3
21.1
23.9
23.899199
79.25
0
0
2,230.3596
1
true
2019-01-03 13:30:00
3
21.1
23.9
23.899233
81
0
0
2,220.9978
1
true
2019-01-03 13:45:00
3
21.1
23.9
23.899166
79.25
0.375
0
2,403.405
1
true
2019-01-03 14:00:00
3
21.1
23.9
23.899237
77.5
0.75
0
2,436.1118
1
true
2019-01-03 14:15:00
3
21.1
23.9
23.899197
75.75
1.125
0
2,374.7114
1
true
2019-01-03 14:30:00
3
21.1
23.9
23.899158
74
1.5
0
2,305.6865
1
true
2019-01-03 14:45:00
3.25
21.1
23.9
23.899174
71.5
1.5
0
1,957.4945
1
true
2019-01-03 15:00:00
3.5
21.1
23.9
23.899126
69
1.5
0
1,894.9512
1
true
2019-01-03 15:15:00
3.75
21.1
23.9
23.899086
66.5
1.5
0
1,808.6523
1
true
2019-01-03 15:30:00
4
21.1
23.9
23.899078
64
1.5
0
1,722.9294
1
true
2019-01-03 15:45:00
3.75
21.1
23.9
23.899254
68.25
1.5
0
1,369.3125
1
true
2019-01-03 16:00:00
3.5
21.1
23.9
23.89928
72.5
1.5
0
1,439.4287
1
true
2019-01-03 16:15:00
3.25
21.1
23.9
23.899271
76.75
1.5
0
1,468.5272
1
true
2019-01-03 16:30:00
3
21.1
23.9
23.899282
81
1.5
0
1,503.972
1
true
2019-01-03 16:45:00
2.85
21.1
23.9
23.899279
82
1.5
0
1,523.9469
1
true
2019-01-03 17:00:00
2.7
21.1
23.9
23.899284
83
1.5
0
1,544.9584
1
true
2019-01-03 17:15:00
2.55
21.1
23.9
23.89929
84
1.5
0
1,567.203
1
true
2019-01-03 17:30:00
2.4
21.1
23.9
23.899292
85
1.5
0
1,590.4886
1
true
2019-01-03 17:45:00
2.325
12.8
40
24.060493
86
1.5
0
445.78824
1
true
2019-01-03 18:00:00
2.25
12.8
40
24.2141
87
1.5
0
443.68344
1
true
2019-01-03 18:15:00
2.175
12.8
40
24.180498
88
1.5
0
442.16043
1
true
2019-01-03 18:30:00
2.1
12.8
40
24.12788
89
1.5
0
440.82797
1
true
2019-01-03 18:45:00
2.075
12.8
40
23.673557
90
1.5
0
343.23615
1
true
2019-01-03 19:00:00
2.05
12.8
40
23.295527
91
1.5
0
327.21216
1
true
2019-01-03 19:15:00
2.025
12.8
40
23.005589
92
1.5
0
313.7197
1
true
2019-01-03 19:30:00
2
12.8
40
22.746864
93
1.5
0
300.38055
1
true
2019-01-03 19:45:00
2
12.8
40
22.275064
93
1.125
0
287.03006
1
true
2019-01-03 20:00:00
2
12.8
40
21.882872
93
0.75
0
272.3507
1
true
2019-01-03 20:15:00
2
12.8
40
21.613518
93
0.375
0
257.722
1
true
2019-01-03 20:30:00
2
12.8
40
21.421148
93
0
0
253.07497
1
true
2019-01-03 20:45:00
1.975
12.8
40
21.122559
93.25
0.15
0
230.02301
1
true
2019-01-03 21:00:00
1.95
12.8
40
20.828869
93.5
0.3
0
221.39777
1
true
2019-01-03 21:15:00
1.925
12.8
40
20.568851
93.75
0.45
0
211.46243
1
true
2019-01-03 21:30:00
1.9
12.8
40
20.3171
94
0.6
0
202.24936
1
true
2019-01-03 21:45:00
1.9
12.8
40
20.13465
94.25
0.75
0
188.36058
1
true
2019-01-03 22:00:00
1.9
12.8
40
19.974388
94.5
0.9
0
175.03201
1
true
2019-01-03 22:15:00
1.9
12.8
40
19.818117
94.75
1.05
0
161.94765
1
true
2019-01-03 22:30:00
1.9
12.8
40
19.667032
95
1.2
0
149.05525
1
true
2019-01-03 22:45:00
1.975
12.8
40
19.523546
94.5
1.35
0
121.95341
1
true
2019-01-03 23:00:00
2.05
12.8
40
19.387997
94
1.5
0
104.52203
1
true
2019-01-03 23:15:00
2.125
12.8
40
19.259893
93.5
1.65
0
92.15623
1
true
2019-01-03 23:30:00
2.2
12.8
40
19.138737
93
1.8
0
80.05551
1
true
2019-01-03 23:45:00
2.25
12.8
40
19.02322
92.75
1.925
0
71.64491
1
true
2019-01-04 00:00:00
2.3
12.8
40
18.915285
92.5
2.05
0
111.24967
1
true
2019-01-04 00:15:00
2.35
12.8
40
18.813513
92.25
2.175
0
140.60239
1
true
2019-01-04 00:30:00
2.4
12.8
40
18.717072
92
2.3
0
168.79938
1
true
2019-01-04 00:45:00
2.375
12.8
40
18.625257
92.25
2.45
0
195.96266
1
true
2019-01-04 01:00:00
2.35
12.8
40
18.537827
92.5
2.6
0
222.02559
1
true
2019-01-04 01:15:00
2.325
12.8
40
18.454588
92.75
2.75
0
247.04025
1
true
2019-01-04 01:30:00
2.3
12.8
40
18.375294
93
2.9
0
270.98773
1
true
2019-01-04 01:45:00
2.325
12.8
40
18.299927
92.75
3.05
0
293.98633
1
true
2019-01-04 02:00:00
2.35
12.8
40
18.228132
92.5
3.2
0
315.96368
1
true
2019-01-04 02:15:00
2.375
12.8
40
18.159664
92.25
3.35
0
337.02686
1
true
2019-01-04 02:30:00
2.4
12.8
40
18.094332
92
3.5
0
357.27823
1
true
2019-01-04 02:45:00
2.3
12.8
40
18.031647
92.25
3.65
0
376.9113
1
true