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
2019-01-04 03:00:00
2.2
12.8
40
17.971424
92.5
3.8
0
395.7098
1
true
2019-01-04 03:15:00
2.1
12.8
40
17.913498
92.75
3.95
0
413.8019
1
true
2019-01-04 03:30:00
2
12.8
40
17.857647
93
4.1
0
431.25586
1
true
2019-01-04 03:45:00
2
12.8
40
17.812063
93
3.45
0
447.98288
1
true
2019-01-04 04:00:00
2
12.8
40
17.77585
93
2.8
0
464.17145
1
true
2019-01-04 04:15:00
2
12.8
40
17.746393
93
2.15
0
479.71564
1
true
2019-01-04 04:30:00
2
12.8
40
17.721943
93
1.5
0
494.49387
1
true
2019-01-04 04:45:00
2
12.8
40
17.699032
93
1.125
0
508.5682
1
true
2019-01-04 05:00:00
2
12.8
40
17.677547
93
0.75
0
521.9524
1
true
2019-01-04 05:15:00
2
12.8
40
17.65808
93
0.375
0
534.68207
1
true
2019-01-04 05:30:00
2
12.8
40
17.640852
93
0
0
546.7785
1
true
2019-01-04 05:45:00
2
12.8
40
17.6181
93
0.375
0
1,222.0299
1
true
2019-01-04 06:00:00
2
12.8
40
17.588463
93
0.75
0
1,214.773
1
true
2019-01-04 06:15:00
2
12.8
40
17.556448
93
1.125
0
1,220.2408
1
true
2019-01-04 06:30:00
2
12.8
40
17.523623
93
1.5
0
1,225.0922
1
true
2019-01-04 06:45:00
1.75
21.1
23.9
18.326004
94.75
1.125
0
13,118.514
1
true
2019-01-04 07:00:00
1.5
21.1
23.9
18.878736
96.5
0.75
0
13,172.45
1
true
2019-01-04 07:15:00
1.25
21.1
23.9
19.242836
98.25
0.375
0
13,223.262
1
true
2019-01-04 07:30:00
1
21.1
23.9
19.560463
100
0
0
12,495.667
1
true
2019-01-04 07:45:00
1
21.1
23.9
21.100573
98.25
0
0
6,207.365
1
true
2019-01-04 08:00:00
1
21.1
23.9
21.563234
96.5
0
0
4,225.103
1
true
2019-01-04 08:15:00
1
21.1
23.9
22.026297
94.75
0
0
3,258.6287
1
true
2019-01-04 08:30:00
1
21.1
23.9
22.474451
93
0
0
2,519.995
1
true
2019-01-04 08:45:00
1.25
21.1
23.9
23.400145
91.5
0
0
1,235.5195
1
true
2019-01-04 09:00:00
1.5
21.1
23.9
23.898989
90
0
0
1,671.0415
1
true
2019-01-04 09:15:00
1.75
21.1
23.9
23.899086
88.5
0
0
1,972.5375
1
true
2019-01-04 09:30:00
2
21.1
23.9
23.899284
87
0
0
2,143.7007
1
true
2019-01-04 09:45:00
2
21.1
23.9
23.899294
88.5
0
0
2,335.7715
1
true
2019-01-04 10:00:00
2
21.1
23.9
23.899307
90
0
0
2,433.708
1
true
2019-01-04 10:15:00
2
21.1
23.9
23.89931
91.5
0
0
2,520.6384
1
true
2019-01-04 10:30:00
2
21.1
23.9
23.899328
93
0
0
2,536.3887
1
true
2019-01-04 10:45:00
2.25
21.1
23.9
23.89914
91.5
0
0
2,324.1497
1
true
2019-01-04 11:00:00
2.5
21.1
23.9
23.899145
90
0
0
2,299.657
1
true
2019-01-04 11:15:00
2.75
21.1
23.9
23.899168
88.5
0
0
2,274.926
1
true
2019-01-04 11:30:00
3
21.1
23.9
23.899193
87
0
0
2,203.317
1
true
2019-01-04 11:45:00
3.175
21.1
23.9
23.899395
86.75
0
0
1,673.7941
1
true
2019-01-04 12:00:00
3.35
21.1
23.9
23.899485
86.5
0
0
1,658.5527
1
true
2019-01-04 12:15:00
3.525
21.1
23.9
23.899555
86.25
0
11
1,618.169
1
true
2019-01-04 12:30:00
3.7
21.1
23.9
23.899588
86
0
22
1,576.4332
1
true
2019-01-04 12:45:00
3.775
21.1
23.9
23.899593
86.25
0
33
2,271.9836
1
true
2019-01-04 13:00:00
3.85
21.1
23.9
23.899569
86.5
0
44
2,458.8174
1
true
2019-01-04 13:15:00
3.925
21.1
23.9
23.899424
86.75
0
33
2,562.0605
1
true
2019-01-04 13:30:00
4
21.1
23.9
23.899364
87
0
22
2,481.8281
1
true
2019-01-04 13:45:00
4
21.1
23.9
23.899307
85.5
0
11
2,614.4314
1
true
2019-01-04 14:00:00
4
21.1
23.9
23.89913
84
0
0
2,425.7373
1
true
2019-01-04 14:15:00
4
21.1
23.9
23.899008
82.5
0
0
2,404.565
1
true
2019-01-04 14:30:00
4
21.1
23.9
23.898975
81
0
0
2,377.3132
1
true
2019-01-04 14:45:00
4
21.1
23.9
23.89906
81
0
0
2,129.0771
1
true
2019-01-04 15:00:00
4
21.1
23.9
23.899076
81
0
0
2,181.373
1
true
2019-01-04 15:15:00
4
21.1
23.9
23.899075
81
0
0
2,113.2073
1
true
2019-01-04 15:30:00
4
21.1
23.9
23.899075
81
0
0
2,020.3861
1
true
2019-01-04 15:45:00
3.875
21.1
23.9
23.899172
81.75
0
0
1,522.2491
1
true
2019-01-04 16:00:00
3.75
21.1
23.9
23.89915
82.5
0
0
1,489.6732
1
true
2019-01-04 16:15:00
3.625
21.1
23.9
23.899118
83.25
0
0
1,471.9644
1
true
2019-01-04 16:30:00
3.5
21.1
23.9
23.89912
84
0
0
1,458.5038
1
true
2019-01-04 16:45:00
3.375
21.1
23.9
23.899145
84.75
0
0
1,460.2693
1
true
2019-01-04 17:00:00
3.25
21.1
23.9
23.899174
85.5
0
0
1,465.0842
1
true
2019-01-04 17:15:00
3.125
21.1
23.9
23.89919
86.25
0
0
1,477.904
1
true
2019-01-04 17:30:00
3
21.1
23.9
23.899202
87
0
0
1,494.5465
1
true
2019-01-04 17:45:00
3
12.8
40
24.13394
87
0
0
464.9563
1
true
2019-01-04 18:00:00
3
12.8
40
24.34597
87
0
0
462.00104
1
true
2019-01-04 18:15:00
3
12.8
40
24.335392
87
0
0
460.421
1
true
2019-01-04 18:30:00
3
12.8
40
24.295408
87
0
0
459.39252
1
true
2019-01-04 18:45:00
2.75
12.8
40
23.859072
88.5
0
0
360.03168
1
true
2019-01-04 19:00:00
2.5
12.8
40
23.49501
90
0
0
344.71106
1
true
2019-01-04 19:15:00
2.25
12.8
40
23.215584
91.5
0
0
331.73358
1
true
2019-01-04 19:30:00
2
12.8
40
22.964989
93
0
0
318.7969
1
true
2019-01-04 19:45:00
2
12.8
40
22.480448
94.75
0.375
0
305.80447
1
true
2019-01-04 20:00:00
2
12.8
40
22.05857
96.5
0.75
0
291.22894
1
true
2019-01-04 20:15:00
2
12.8
40
21.761087
98.25
1.125
0
276.47986
1
true
2019-01-04 20:30:00
2
12.8
40
21.531076
100
1.5
0
271.7861
1
true
2019-01-04 20:45:00
2.25
12.8
40
21.145685
98.25
1.125
0
231.75049
1
true
2019-01-04 21:00:00
2.5
12.8
40
20.811655
96.5
0.75
0
215.17714
1
true
2019-01-04 21:15:00
2.75
12.8
40
20.607822
94.75
0.375
0
210.0289
1
true
2019-01-04 21:30:00
3
12.8
40
20.376593
93
0
0
197.69241
1
true
2019-01-04 21:45:00
3
12.8
40
20.214512
93
0
0
183.74501
1
true
2019-01-04 22:00:00
3
12.8
40
20.067987
93
0
0
170.34982
1
true
2019-01-04 22:15:00
3
12.8
40
19.923027
93
0
0
157.18158
1
true
2019-01-04 22:30:00
3
12.8
40
19.782978
93
0
0
144.3326
1
true
2019-01-04 22:45:00
3.075
12.8
40
19.649633
92.5
0.1
0
131.8479
1
true
2019-01-04 23:00:00
3.15
12.8
40
19.523396
92
0.2
0
119.69359
1
true
2019-01-04 23:15:00
3.225
12.8
40
19.404104
91.5
0.3
0
107.86943
1
true
2019-01-04 23:30:00
3.3
12.8
40
19.291445
91
0.4
0
96.37503
1
true
2019-01-04 23:45:00
3.35
12.8
40
19.282969
90.5
0.475
0
85.1987
1
true
2019-01-05 00:00:00
3.4
12.8
40
19.275791
90
0.55
0
71.64491
1
true
2019-01-05 00:15:00
3.45
12.8
40
19.24327
89.5
0.625
0
89.93279
1
true
2019-01-05 00:30:00
3.5
12.8
40
19.198689
89
0.7
0
113.744576
1
true
2019-01-05 00:45:00
3.475
12.8
40
19.151663
89
0.8
0
136.45566
1
true
2019-01-05 01:00:00
3.45
12.8
40
19.104797
89
0.9
0
158.16396
1
true
2019-01-05 01:15:00
3.425
12.8
40
19.058395
89
1
0
178.82536
1
true
2019-01-05 01:30:00
3.4
12.8
40
19.012596
89
1.1
0
198.46065
1
true
2019-01-05 01:45:00
3.45
12.8
40
18.967905
88.5
1.175
0
217.03867
1
true
2019-01-05 02:00:00
3.5
12.8
40
18.924469
88
1.25
0
234.74304
1
true
2019-01-05 02:15:00
3.55
12.8
40
18.882528
87.5
1.325
0
251.62296
1
true
2019-01-05 02:30:00
3.6
12.8
40
18.841913
87
1.4
0
267.65677
1
true
2019-01-05 02:45:00
3.5
12.8
40
18.802444
86.75
1.475
0
283.15942
1
true
2019-01-05 03:00:00
3.4
12.8
40
18.764107
86.5
1.55
0
297.95837
1
true
2019-01-05 03:15:00
3.3
12.8
40
18.726871
86.25
1.625
0
312.10352
1
true
2019-01-05 03:30:00
3.2
12.8
40
18.690664
86
1.7
0
325.657
1
true
2019-01-05 03:45:00
3.15
12.8
40
18.655201
86.25
1.8
0
338.61526
1
true