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
2019-01-10 09:00:00
-3.5
21.1
23.9
23.199482
74.5
2.35
540
2,496.016
1
true
2019-01-10 09:15:00
-3.25
21.1
23.9
23.609549
79.25
2.225
571.75
1,998.0035
1
true
2019-01-10 09:30:00
-3
21.1
23.9
23.899437
84
2.1
603.5
1,946.7969
1
true
2019-01-10 09:45:00
-2.75
21.1
23.9
23.899336
88
2.225
635.25
1,830.2141
1
true
2019-01-10 10:00:00
-2.5
21.1
23.9
23.899008
92
2.35
667
1,920.7952
1
true
2019-01-10 10:15:00
-2.25
21.1
23.9
23.899197
96
2.475
686.25
1,721.8596
1
true
2019-01-10 10:30:00
-2
21.1
23.9
23.898914
100
2.6
705.5
1,570.2115
1
true
2019-01-10 10:45:00
-1.75
21.1
23.9
23.899021
100
2.725
724.75
1,321.8438
1
true
2019-01-10 11:00:00
-1.5
21.1
23.9
23.89899
100
2.85
744
1,072.6416
1
true
2019-01-10 11:15:00
-1.25
21.1
23.9
23.89895
100
2.975
742.75
913.8881
1
true
2019-01-10 11:30:00
-1
21.1
23.9
23.898752
100
3.1
741.5
901.87103
1
true
2019-01-10 11:45:00
-1
21.1
23.9
23.899147
90
3.225
740.25
883.1796
1
true
2019-01-10 12:00:00
-1
21.1
23.9
23.898952
80
3.35
739
900.44464
1
true
2019-01-10 12:15:00
-1
21.1
23.9
23.898928
70
3.475
734
913.9913
1
true
2019-01-10 12:30:00
-1
21.1
23.9
23.898891
60
3.6
729
921.1841
1
true
2019-01-10 12:45:00
-1
21.1
23.9
23.898645
58.25
3.6
724
966.1967
1
true
2019-01-10 13:00:00
-1
21.1
23.9
23.898811
56.5
3.6
719
975.53674
1
true
2019-01-10 13:15:00
-1
21.1
23.9
23.898842
54.75
3.6
697.75
986.9214
1
true
2019-01-10 13:30:00
-1
21.1
23.9
23.89888
53
3.6
676.5
996.8387
1
true
2019-01-10 13:45:00
-1
21.1
23.9
23.898325
51.25
3.6
655.25
1,019.5271
1
true
2019-01-10 14:00:00
-1
21.1
23.9
23.89824
49.5
3.6
634
1,046.1063
1
true
2019-01-10 14:15:00
-1
21.1
23.9
23.898233
47.75
3.6
576
1,066.7052
1
true
2019-01-10 14:30:00
-1
21.1
23.9
23.89825
46
3.6
518
1,085.4052
1
true
2019-01-10 14:45:00
-1.5
21.1
23.9
23.898348
46
3.725
460
1,123.6218
1
true
2019-01-10 15:00:00
-2
21.1
23.9
23.898846
46
3.85
402
1,189.7821
1
true
2019-01-10 15:15:00
-2.5
21.1
23.9
23.898836
46
3.975
331
1,250.7192
1
true
2019-01-10 15:30:00
-3
21.1
23.9
23.899101
46
4.1
260
1,311.097
1
true
2019-01-10 15:45:00
-3
21.1
23.9
23.899326
45
3.85
189
1,267.885
1
true
2019-01-10 16:00:00
-3
21.1
23.9
23.898954
44
3.6
118
3,228.0623
1
true
2019-01-10 16:15:00
-3
21.1
23.9
23.898655
43
3.35
0
4,446.3896
1
true
2019-01-10 16:30:00
-3
21.1
23.9
23.898788
42
3.1
0
4,068.9663
1
true
2019-01-10 16:45:00
-3
21.1
23.9
23.899002
42
3.35
0
3,735.3037
1
true
2019-01-10 17:00:00
-3
21.1
23.9
23.89913
42
3.6
0
3,514.024
1
true
2019-01-10 17:15:00
-3
21.1
23.9
23.899185
42
3.85
0
3,424.9854
1
true
2019-01-10 17:30:00
-3
21.1
23.9
23.899218
42
4.1
0
3,402.9028
1
true
2019-01-10 17:45:00
-3.5
12.8
40
24.058117
43.75
3.45
0
1,228.778
1
true
2019-01-10 18:00:00
-4
12.8
40
24.174479
45.5
2.8
0
1,298.3531
1
true
2019-01-10 18:15:00
-4.5
12.8
40
24.13837
47.25
2.15
0
1,370.6736
1
true
2019-01-10 18:30:00
-5
12.8
40
24.063293
49
1.5
0
1,443.9287
1
true
2019-01-10 18:45:00
-5
12.8
40
23.591661
49
1.5
0
1,449.3253
1
true
2019-01-10 19:00:00
-5
12.8
40
23.182959
49
1.5
0
1,450.2676
1
true
2019-01-10 19:15:00
-5
12.8
40
22.857256
49
1.5
0
1,451.6262
1
true
2019-01-10 19:30:00
-5
12.8
40
22.561077
49
1.5
0
1,453.2126
1
true
2019-01-10 19:45:00
-5
12.8
40
22.032898
47
1.775
0
1,454.8219
1
true
2019-01-10 20:00:00
-5
12.8
40
21.563217
45
2.05
0
1,456.7217
1
true
2019-01-10 20:15:00
-5
12.8
40
21.22842
43
2.325
0
1,458.6475
1
true
2019-01-10 20:30:00
-5
12.8
40
20.907024
41
2.6
0
1,460.5452
1
true
2019-01-10 20:45:00
-5
12.8
40
20.552279
41
2.325
0
1,463.2688
1
true
2019-01-10 21:00:00
-5
12.8
40
20.230469
41
2.05
0
1,465.2906
1
true
2019-01-10 21:15:00
-5
12.8
40
19.970541
41
1.775
0
1,467.1335
1
true
2019-01-10 21:30:00
-5
12.8
40
19.739618
41
1.5
0
1,468.9077
1
true
2019-01-10 21:45:00
-4.925
12.8
40
19.518124
41.75
1.55
0
1,455.754
1
true
2019-01-10 22:00:00
-4.85
12.8
40
19.352587
42.5
1.6
0
1,441.6449
1
true
2019-01-10 22:15:00
-4.775
12.8
40
19.169823
43.25
1.65
0
1,455.0979
1
true
2019-01-10 22:30:00
-4.7
12.8
40
18.999767
44
1.7
0
1,487.0854
1
true
2019-01-10 22:45:00
-4.525
12.8
40
18.838064
44.25
1.725
0
1,497.5807
1
true
2019-01-10 23:00:00
-4.35
12.8
40
18.684872
44.5
1.75
0
1,506.8811
1
true
2019-01-10 23:15:00
-4.175
12.8
40
18.540457
44.75
1.775
0
1,514.557
1
true
2019-01-10 23:30:00
-4
12.8
40
18.404697
45
1.8
0
1,520.4883
1
true
2019-01-10 23:45:00
-3.9
12.8
40
18.276556
45.75
1.85
0
1,539.7223
1
true
2019-01-11 00:00:00
-3.8
12.8
40
18.155592
46.5
1.9
0
1,557.2155
1
true
2019-01-11 00:15:00
-3.7
12.8
40
18.041544
47.25
1.95
0
1,572.9026
1
true
2019-01-11 00:30:00
-3.6
12.8
40
17.934069
48
2
0
1,586.9977
1
true
2019-01-11 00:45:00
-3.55
12.8
40
17.83335
48.5
2.025
0
1,609.4235
1
true
2019-01-11 01:00:00
-3.5
12.8
40
17.738646
49
2.05
0
1,630.033
1
true
2019-01-11 01:15:00
-3.45
12.8
40
17.649778
49.5
2.075
0
1,649.3673
1
true
2019-01-11 01:30:00
-3.4
12.8
40
17.566313
50
2.1
0
1,666.9957
1
true
2019-01-11 01:45:00
-3.3
12.8
40
17.487572
50.75
2.15
0
1,673.1599
1
true
2019-01-11 02:00:00
-3.2
12.8
40
17.413218
51.5
2.2
0
1,678.0472
1
true
2019-01-11 02:15:00
-3.1
12.8
40
17.343018
52.25
2.25
0
1,681.7012
1
true
2019-01-11 02:30:00
-3
12.8
40
17.276741
53
2.3
0
1,684.1678
1
true
2019-01-11 02:45:00
-3.025
12.8
40
17.214277
53.75
2.325
0
1,710.67
1
true
2019-01-11 03:00:00
-3.05
12.8
40
17.155354
54.5
2.35
0
1,736.076
1
true
2019-01-11 03:15:00
-3.075
12.8
40
17.099659
55.25
2.375
0
1,760.4452
1
true
2019-01-11 03:30:00
-3.1
12.8
40
17.04691
56
2.4
0
1,783.8456
1
true
2019-01-11 03:45:00
-3.075
12.8
40
16.996643
57
2.45
0
1,796.2798
1
true
2019-01-11 04:00:00
-3.05
12.8
40
16.94901
58
2.5
0
1,807.2173
1
true
2019-01-11 04:15:00
-3.025
12.8
40
16.903677
59
2.55
0
1,817.548
1
true
2019-01-11 04:30:00
-3
12.8
40
16.860409
60
2.6
0
1,827.353
1
true
2019-01-11 04:45:00
-2.975
12.8
40
16.820358
60.5
2.55
0
1,836.543
1
true
2019-01-11 05:00:00
-2.95
12.8
40
16.783329
61
2.5
0
1,845.1101
1
true
2019-01-11 05:15:00
-2.925
12.8
40
16.749273
61.5
2.45
0
1,852.5039
1
true
2019-01-11 05:30:00
-2.9
12.8
40
16.717594
62
2.4
0
1,858.901
1
true
2019-01-11 05:45:00
-2.925
12.8
40
16.683298
62.75
2.325
0
2,653.1138
1
true
2019-01-11 06:00:00
-2.95
12.8
40
16.649233
63.5
2.25
0
2,652.7073
1
true
2019-01-11 06:15:00
-2.975
12.8
40
16.618172
64.25
2.175
0
2,665.1555
1
true
2019-01-11 06:30:00
-3
12.8
40
16.589878
65
2.1
0
2,677.052
1
true
2019-01-11 06:45:00
-3.25
21.1
23.9
17.392576
69.75
1.95
0
14,571.211
1
true
2019-01-11 07:00:00
-3.5
21.1
23.9
17.903177
74.5
1.8
0
14,625.611
1
true
2019-01-11 07:15:00
-3.75
21.1
23.9
18.244814
79.25
1.65
0
14,677.178
1
true
2019-01-11 07:30:00
-4
21.1
23.9
18.54398
84
1.5
0
14,729.99
1
true
2019-01-11 07:45:00
-4
21.1
23.9
20.679426
80.75
1.5
168
12,836.623
1
true
2019-01-11 08:00:00
-4
21.1
23.9
21.100672
77.5
1.5
224
7,663.0854
1
true
2019-01-11 08:15:00
-4
21.1
23.9
21.425203
74.25
1.5
305.75
6,102.292
1
true
2019-01-11 08:30:00
-4
21.1
23.9
21.83714
71
1.5
387.5
5,046.5996
1
true
2019-01-11 08:45:00
-3.75
21.1
23.9
22.708214
71
1.5
469.25
4,090.452
1
true
2019-01-11 09:00:00
-3.5
21.1
23.9
23.211733
71
1.5
551
2,410.6199
1
true
2019-01-11 09:15:00
-3.25
21.1
23.9
23.631767
71
1.5
587.25
2,006.9567
1
true
2019-01-11 09:30:00
-3
21.1
23.9
23.899448
71
1.5
623.5
1,949.8171
1
true
2019-01-11 09:45:00
-2.75
21.1
23.9
23.899319
69.5
1.775
659.75
1,835.9996
1
true