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
2019-01-08 07:00:00
1
21.1
23.9
18.792772
79.5
2.55
0
13,316
1
true
2019-01-08 07:15:00
1.5
21.1
23.9
19.088114
73.25
3.825
0
13,174.104
1
true
2019-01-08 07:30:00
2
21.1
23.9
19.332203
67
5.1
0
13,033.273
1
true
2019-01-08 07:45:00
2
21.1
23.9
21.100243
67
4.85
56.25
6,946.314
1
true
2019-01-08 08:00:00
2
21.1
23.9
21.41897
67
4.6
75
4,188.349
1
true
2019-01-08 08:15:00
2
21.1
23.9
21.830238
67
4.35
56.25
3,047.7737
1
true
2019-01-08 08:30:00
2
21.1
23.9
22.243696
67
4.1
37.5
2,313.6028
1
true
2019-01-08 08:45:00
2.25
21.1
23.9
23.159288
67.25
4.1
18.75
1,040.7852
1
true
2019-01-08 09:00:00
2.5
21.1
23.9
23.752434
67.5
4.1
0
1,001.3721
1
true
2019-01-08 09:15:00
2.75
21.1
23.9
23.899038
67.75
4.1
0
1,749.8644
1
true
2019-01-08 09:30:00
3
21.1
23.9
23.899397
68
4.1
0
1,802.4586
1
true
2019-01-08 09:45:00
3
21.1
23.9
23.899357
68
3.85
0
2,022.7473
1
true
2019-01-08 10:00:00
3
21.1
23.9
23.899357
68
3.6
0
2,136.4446
1
true
2019-01-08 10:15:00
3
21.1
23.9
23.899351
68
3.35
0
2,212.1162
1
true
2019-01-08 10:30:00
3
21.1
23.9
23.89934
68
3.1
0
2,282.2195
1
true
2019-01-08 10:45:00
3
21.1
23.9
23.899155
66.75
2.85
0
2,096.2834
1
true
2019-01-08 11:00:00
3
21.1
23.9
23.899136
65.5
2.6
0
2,144.7173
1
true
2019-01-08 11:15:00
3
21.1
23.9
23.899141
64.25
2.35
4.5
2,175.6687
1
true
2019-01-08 11:30:00
3
21.1
23.9
23.89915
63
2.1
9
2,176.0054
1
true
2019-01-08 11:45:00
3.25
21.1
23.9
23.89939
63.25
2.475
13.5
1,621.2917
1
true
2019-01-08 12:00:00
3.5
21.1
23.9
23.899492
63.5
2.85
18
1,607.2538
1
true
2019-01-08 12:15:00
3.75
21.1
23.9
23.89957
63.75
3.225
87
1,629.4503
1
true
2019-01-08 12:30:00
4
21.1
23.9
23.899616
64
3.6
156
2,142.8079
1
true
2019-01-08 12:45:00
3.75
21.1
23.9
23.899681
62.5
3.35
225
3,200.6868
1
true
2019-01-08 13:00:00
3.5
21.1
23.9
23.899311
61
3.1
294
793.2543
1
true
2019-01-08 13:15:00
3.25
21.1
23.9
23.899214
59.5
2.85
280.75
305.6055
1
true
2019-01-08 13:30:00
3
21.1
23.9
23.898941
58
2.6
267.5
390.2073
1
true
2019-01-08 13:45:00
3.025
21.1
23.9
23.898697
58.75
2.375
254.25
539.0234
1
true
2019-01-08 14:00:00
3.05
21.1
23.9
23.898548
59.5
2.15
241
625.9021
1
true
2019-01-08 14:15:00
3.075
21.1
23.9
23.898462
60.25
1.925
239.75
704.6758
1
true
2019-01-08 14:30:00
3.1
21.1
23.9
23.898417
61
1.7
238.5
771.97626
1
true
2019-01-08 14:45:00
3
21.1
23.9
23.89847
62.5
1.5
237.25
756.61835
1
true
2019-01-08 15:00:00
2.9
21.1
23.9
23.89844
64
1.3
236
787.00244
1
true
2019-01-08 15:15:00
2.8
21.1
23.9
23.898407
65.5
1.1
192.75
728.3209
1
true
2019-01-08 15:30:00
2.7
21.1
23.9
23.898413
67
0.9
149.5
530.70294
1
true
2019-01-08 15:45:00
2.525
21.1
23.9
23.89863
68.5
0.675
106.25
1,496.8237
1
true
2019-01-08 16:00:00
2.35
21.1
23.9
23.898771
70
0.45
63
2,547.0562
1
true
2019-01-08 16:15:00
2.175
21.1
23.9
23.89893
71.5
0.225
0
2,062.7444
1
true
2019-01-08 16:30:00
2
21.1
23.9
23.899055
73
0
0
2,030.1576
1
true
2019-01-08 16:45:00
1.25
21.1
23.9
23.89913
77.75
0
0
2,212.4524
1
true
2019-01-08 17:00:00
0.5
21.1
23.9
23.899164
82.5
0
0
2,414.2148
1
true
2019-01-08 17:15:00
-0.25
21.1
23.9
23.899181
87.25
0
0
2,598.0667
1
true
2019-01-08 17:30:00
-1
21.1
23.9
23.899189
92
0
0
2,826.1746
1
true
2019-01-08 17:45:00
-1
12.8
40
24.164944
90.25
0
0
876.3151
1
true
2019-01-08 18:00:00
-1
12.8
40
24.37421
88.5
0
0
870.3414
1
true
2019-01-08 18:15:00
-1
12.8
40
24.358387
86.75
0
0
868.02875
1
true
2019-01-08 18:30:00
-1
12.8
40
24.301424
85
0
0
865.1554
1
true
2019-01-08 18:45:00
-1
12.8
40
23.860823
83.25
0
0
818.8908
1
true
2019-01-08 19:00:00
-1
12.8
40
23.484018
81.5
0
0
809.8235
1
true
2019-01-08 19:15:00
-1
12.8
40
23.186417
79.75
0
0
801.8763
1
true
2019-01-08 19:30:00
-1
12.8
40
22.91647
78
0
0
793.8981
1
true
2019-01-08 19:45:00
-1
12.8
40
22.421127
81.5
0
0
785.8514
1
true
2019-01-08 20:00:00
-1
12.8
40
21.999052
85
0
0
777.0426
1
true
2019-01-08 20:15:00
-1
12.8
40
21.697485
88.5
0
0
768.2061
1
true
2019-01-08 20:30:00
-1
12.8
40
21.474726
92
0
0
765.41925
1
true
2019-01-08 20:45:00
-1.15
12.8
40
21.07109
91
0
0
770.806
1
true
2019-01-08 21:00:00
-1.3
12.8
40
20.71787
90
0
0
788.67896
1
true
2019-01-08 21:15:00
-1.45
12.8
40
20.436592
89
0
0
807.97754
1
true
2019-01-08 21:30:00
-1.6
12.8
40
20.25137
88
0
0
833.2274
1
true
2019-01-08 21:45:00
-1.7
12.8
40
20.064804
87.25
0
0
845.78625
1
true
2019-01-08 22:00:00
-1.8
12.8
40
19.891914
86.5
0
0
858.3186
1
true
2019-01-08 22:15:00
-1.9
12.8
40
19.72331
85.75
0
0
871.35785
1
true
2019-01-08 22:30:00
-2
12.8
40
19.561256
85
0
0
884.8583
1
true
2019-01-08 22:45:00
-2
12.8
40
19.407368
86.75
0
0
879.218
1
true
2019-01-08 23:00:00
-2
12.8
40
19.263454
88.5
0
0
871.6449
1
true
2019-01-08 23:15:00
-2
12.8
40
19.12533
90.25
0
0
897.2346
1
true
2019-01-08 23:30:00
-2
12.8
40
18.99401
92
0
0
936.32263
1
true
2019-01-08 23:45:00
-1.925
12.8
40
18.869787
91.5
0
0
959.0756
1
true
2019-01-09 00:00:00
-1.85
12.8
40
18.75225
91
0
0
980.59393
1
true
2019-01-09 00:15:00
-1.775
12.8
40
18.640938
90.5
0
0
1,000.84015
1
true
2019-01-09 00:30:00
-1.7
12.8
40
18.535511
90
0
0
1,019.7925
1
true
2019-01-09 00:45:00
-1.725
12.8
40
18.435686
89.75
0
0
1,057.498
1
true
2019-01-09 01:00:00
-1.75
12.8
40
18.341139
89.5
0
0
1,093.9929
1
true
2019-01-09 01:15:00
-1.775
12.8
40
18.251808
89.25
0
0
1,129.1195
1
true
2019-01-09 01:30:00
-1.8
12.8
40
18.167065
89
0
0
1,162.773
1
true
2019-01-09 01:45:00
-1.75
12.8
40
18.086864
88.5
0
0
1,180.3671
1
true
2019-01-09 02:00:00
-1.7
12.8
40
18.01092
88
0
0
1,196.5659
1
true
2019-01-09 02:15:00
-1.65
12.8
40
17.93895
87.5
0
0
1,211.6405
1
true
2019-01-09 02:30:00
-1.6
12.8
40
17.870714
87
0
0
1,225.6719
1
true
2019-01-09 02:45:00
-1.675
12.8
40
17.805988
86.5
0
0
1,263.8474
1
true
2019-01-09 03:00:00
-1.75
12.8
40
17.744537
86
0
0
1,301.0155
1
true
2019-01-09 03:15:00
-1.825
12.8
40
17.686117
85.5
0
0
1,337.2246
1
true
2019-01-09 03:30:00
-1.9
12.8
40
17.630493
85
0
0
1,372.5304
1
true
2019-01-09 03:45:00
-1.95
12.8
40
17.577444
85.25
0
0
1,401.9589
1
true
2019-01-09 04:00:00
-2
12.8
40
17.526773
85.5
0
0
1,430.6078
1
true
2019-01-09 04:15:00
-2.05
12.8
40
17.478306
85.75
0
0
1,458.5367
1
true
2019-01-09 04:30:00
-2.1
12.8
40
17.431883
86
0
0
1,485.7969
1
true
2019-01-09 04:45:00
-2.075
12.8
40
17.387373
85.75
0
0
1,497.3219
1
true
2019-01-09 05:00:00
-2.05
12.8
40
17.34491
85.5
0
0
1,508.2468
1
true
2019-01-09 05:15:00
-2.025
12.8
40
17.304348
85.25
0
0
1,517.9116
1
true
2019-01-09 05:30:00
-2
12.8
40
17.265553
85
0
0
1,527.1895
1
true
2019-01-09 05:45:00
-2
12.8
40
17.22623
83.25
0
0
2,342.9934
1
true
2019-01-09 06:00:00
-2
12.8
40
17.186796
81.5
0
0
2,337.2524
1
true
2019-01-09 06:15:00
-2
12.8
40
17.149445
79.75
0
0
2,343.6545
1
true
2019-01-09 06:30:00
-2
12.8
40
17.114267
78
0
0
2,349.6582
1
true
2019-01-09 06:45:00
-2
21.1
23.9
17.909517
81.5
0
0
14,180.868
1
true
2019-01-09 07:00:00
-2
21.1
23.9
18.434202
85
0
0
14,171.2705
1
true
2019-01-09 07:15:00
-2
21.1
23.9
18.775715
88.5
0
0
14,158.766
1
true
2019-01-09 07:30:00
-2
21.1
23.9
19.070927
92
0
0
14,147.259
1
true
2019-01-09 07:45:00
-2
21.1
23.9
21.09972
88.5
0
90.75
9,763.781
1
true