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
2019-01-02 01:00:00
1.45
12.8
40
18.572758
91.5
0.9
0
331.02884
1
true
2019-01-02 01:15:00
1.425
12.8
40
18.494513
91.75
0.85
0
363.21332
1
true
2019-01-02 01:30:00
1.4
12.8
40
18.420643
92
0.8
0
394.1316
1
true
2019-01-02 01:45:00
1.45
12.8
40
18.351343
91.75
0.725
0
408.8809
1
true
2019-01-02 02:00:00
1.5
12.8
40
18.286114
91.5
0.65
0
422.2969
1
true
2019-01-02 02:15:00
1.55
12.8
40
18.224855
91.25
0.575
0
434.8298
1
true
2019-01-02 02:30:00
1.6
12.8
40
18.167294
91
0.5
0
446.17035
1
true
2019-01-02 02:45:00
1.5
12.8
40
18.112856
91.25
0.45
0
486.7363
1
true
2019-01-02 03:00:00
1.4
12.8
40
18.061304
91.5
0.4
0
526.38306
1
true
2019-01-02 03:15:00
1.3
12.8
40
18.012463
91.75
0.35
0
565.1533
1
true
2019-01-02 03:30:00
1.2
12.8
40
17.966112
92
0.3
0
603.10693
1
true
2019-01-02 03:45:00
1.15
12.8
40
17.922306
92.25
0.225
0
630.2402
1
true
2019-01-02 04:00:00
1.1
12.8
40
17.880827
92.5
0.15
0
656.69006
1
true
2019-01-02 04:15:00
1.05
12.8
40
17.841633
92.75
0.075
0
682.50714
1
true
2019-01-02 04:30:00
1
12.8
40
17.80436
93
0
0
707.67523
1
true
2019-01-02 04:45:00
1
12.8
40
17.768005
93
0
0
722.22235
1
true
2019-01-02 05:00:00
1
12.8
40
17.732538
93
0
0
736.2549
1
true
2019-01-02 05:15:00
1
12.8
40
17.698149
93
0
0
749.7999
1
true
2019-01-02 05:30:00
1
12.8
40
17.664988
93
0
0
762.3805
1
true
2019-01-02 05:45:00
1.25
12.8
40
17.632826
93
0
0
1,423.5702
1
true
2019-01-02 06:00:00
1.5
12.8
40
17.599741
93
0
0
1,352.392
1
true
2019-01-02 06:15:00
1.75
12.8
40
17.568163
93
0
0
1,293.7932
1
true
2019-01-02 06:30:00
2
12.8
40
17.538626
93
0
0
1,234.4265
1
true
2019-01-02 06:45:00
1.75
21.1
23.9
18.338234
93
0
0
13,128.206
1
true
2019-01-02 07:00:00
1.5
21.1
23.9
18.885065
93
0
0
13,182.205
1
true
2019-01-02 07:15:00
1.25
21.1
23.9
19.238768
93
0
0
13,232.804
1
true
2019-01-02 07:30:00
1
21.1
23.9
19.543495
93
0
0
12,697.906
1
true
2019-01-02 07:45:00
1
21.1
23.9
21.100595
93
0
57.75
6,079.507
1
true
2019-01-02 08:00:00
1
21.1
23.9
21.550632
93
0
77
3,907.3318
1
true
2019-01-02 08:15:00
1
21.1
23.9
22.01458
93
0
126.75
2,775.7227
1
true
2019-01-02 08:30:00
1
21.1
23.9
22.486279
93
0
176.5
1,985.197
1
true
2019-01-02 08:45:00
1.25
21.1
23.9
23.419685
89.75
0.525
226.25
1,271.9027
1
true
2019-01-02 09:00:00
1.5
21.1
23.9
23.897177
86.5
1.05
276
2,443.37
1
true
2019-01-02 09:15:00
1.75
21.1
23.9
23.899513
83.25
1.575
293.75
1,767.6229
1
true
2019-01-02 09:30:00
2
21.1
23.9
23.899202
80
2.1
311.5
1,019.7832
1
true
2019-01-02 09:45:00
2.25
21.1
23.9
23.899063
81.75
1.575
329.25
367.13672
1
true
2019-01-02 10:00:00
2.5
21.1
23.9
23.89891
83.5
1.05
347
211.7465
1
true
2019-01-02 10:15:00
2.75
21.1
23.9
23.898869
85.25
0.525
329.75
313.64935
1
true
2019-01-02 10:30:00
3
21.1
23.9
23.89883
87
0
312.5
409.6233
1
true
2019-01-02 10:45:00
3.175
21.1
23.9
23.898966
85.25
0.65
295.25
342.1049
1
true
2019-01-02 11:00:00
3.35
21.1
23.9
23.898811
83.5
1.3
278
355.6513
1
true
2019-01-02 11:15:00
3.525
21.1
23.9
23.89888
81.75
1.95
238.75
329.06198
1
true
2019-01-02 11:30:00
3.7
21.1
23.9
23.899117
80
2.6
199.5
460.86053
1
true
2019-01-02 11:45:00
3.775
21.1
23.9
23.899029
78.75
2.6
160.25
1,694.6908
1
true
2019-01-02 12:00:00
3.85
21.1
23.9
23.89885
77.5
2.6
121
2,518.767
1
true
2019-01-02 12:15:00
3.925
21.1
23.9
23.898952
76.25
2.6
123.75
2,982.4001
1
true
2019-01-02 12:30:00
4
21.1
23.9
23.899055
75
2.6
126.5
2,793.1794
1
true
2019-01-02 12:45:00
4
21.1
23.9
23.898977
76.5
2.325
129.25
2,078.535
1
true
2019-01-02 13:00:00
4
21.1
23.9
23.899137
78
2.05
132
1,469.6821
1
true
2019-01-02 13:15:00
4
21.1
23.9
23.899124
79.5
1.775
131.25
1,072.6466
1
true
2019-01-02 13:30:00
4
21.1
23.9
23.899115
81
1.5
130.5
685.2833
1
true
2019-01-02 13:45:00
4
21.1
23.9
23.898983
79.5
1.775
129.75
431.09406
1
true
2019-01-02 14:00:00
4
21.1
23.9
23.898834
78
2.05
129
410.4159
1
true
2019-01-02 14:15:00
4
21.1
23.9
23.898655
76.5
2.325
151
372.01532
1
true
2019-01-02 14:30:00
4
21.1
23.9
23.898485
75
2.6
173
335.6227
1
true
2019-01-02 14:45:00
4
21.1
23.9
23.898413
75
1.95
195
290.43286
1
true
2019-01-02 15:00:00
4
21.1
23.9
23.898283
75
1.3
217
278.54367
1
true
2019-01-02 15:15:00
4
21.1
23.9
23.898233
75
0.65
173.25
280.85925
1
true
2019-01-02 15:30:00
4
21.1
23.9
23.898443
75
0
129.5
342.97574
1
true
2019-01-02 15:45:00
3.75
21.1
23.9
23.898869
76.5
0.375
85.75
1,151.4146
1
true
2019-01-02 16:00:00
3.5
21.1
23.9
23.898981
78
0.75
0
1,830.8198
1
true
2019-01-02 16:15:00
3.25
21.1
23.9
23.899105
79.5
1.125
0
1,753.8193
1
true
2019-01-02 16:30:00
3
21.1
23.9
23.899204
81
1.5
0
1,670.1963
1
true
2019-01-02 16:45:00
2.75
21.1
23.9
23.899221
80.75
1.5
0
1,631.1294
1
true
2019-01-02 17:00:00
2.5
21.1
23.9
23.899212
80.5
1.5
0
1,600.6719
1
true
2019-01-02 17:15:00
2.25
21.1
23.9
23.899202
80.25
1.5
0
1,593.7867
1
true
2019-01-02 17:30:00
2
21.1
23.9
23.8992
80
1.5
0
1,588.3853
1
true
2019-01-02 17:45:00
2
12.8
40
24.156544
80
1.5
0
474.51703
1
true
2019-01-02 18:00:00
2
12.8
40
24.367647
80
1.5
0
467.4796
1
true
2019-01-02 18:15:00
2
12.8
40
24.369768
80
1.5
0
462.7293
1
true
2019-01-02 18:30:00
2
12.8
40
24.330427
80
1.5
0
461.03693
1
true
2019-01-02 18:45:00
1.75
12.8
40
23.901106
83.25
1.125
0
404.07016
1
true
2019-01-02 19:00:00
1.5
12.8
40
23.543377
86.5
0.75
0
427.9736
1
true
2019-01-02 19:15:00
1.25
12.8
40
23.271095
89.75
0.375
0
454.8966
1
true
2019-01-02 19:30:00
1
12.8
40
23.029179
93
0
0
482.97232
1
true
2019-01-02 19:45:00
1.25
12.8
40
22.546513
91.5
0.375
0
430.67032
1
true
2019-01-02 20:00:00
1.5
12.8
40
22.115713
90
0.75
0
376.06116
1
true
2019-01-02 20:15:00
1.75
12.8
40
21.816431
88.5
1.125
0
320.1547
1
true
2019-01-02 20:30:00
2
12.8
40
21.580774
87
1.5
0
273.4768
1
true
2019-01-02 20:45:00
1.75
12.8
40
21.193623
86.75
1.125
0
277.05396
1
true
2019-01-02 21:00:00
1.5
12.8
40
20.852468
86.5
0.75
0
305.10406
1
true
2019-01-02 21:15:00
1.25
12.8
40
20.64591
86.25
0.375
0
344.63998
1
true
2019-01-02 21:30:00
1
12.8
40
20.408142
86
0
0
378.3681
1
true
2019-01-02 21:45:00
0.75
12.8
40
20.240168
87.5
0
0
411.8198
1
true
2019-01-02 22:00:00
0.5
12.8
40
20.075645
89
0
0
446.7162
1
true
2019-01-02 22:15:00
0.25
12.8
40
19.921535
90.5
0
0
482.58194
1
true
2019-01-02 22:30:00
0
12.8
40
19.77449
92
0
0
519.8385
1
true
2019-01-02 22:45:00
0.075
12.8
40
19.633358
91.75
0
0
496.25052
1
true
2019-01-02 23:00:00
0.15
12.8
40
19.498512
91.5
0
0
472.42017
1
true
2019-01-02 23:15:00
0.225
12.8
40
19.37
91.25
0
0
448.3943
1
true
2019-01-02 23:30:00
0.3
12.8
40
19.24768
91
0
0
424.15363
1
true
2019-01-02 23:45:00
0.35
12.8
40
19.132807
90.75
0
0
401.6449
1
true
2019-01-03 00:00:00
0.4
12.8
40
19.022085
90.5
0
0
414.88272
1
true
2019-01-03 00:15:00
0.45
12.8
40
18.916523
90.25
0
0
438.7419
1
true
2019-01-03 00:30:00
0.5
12.8
40
18.816444
90
0
0
461.38745
1
true
2019-01-03 00:45:00
0.475
12.8
40
18.721554
90.25
0
0
497.91354
1
true
2019-01-03 01:00:00
0.45
12.8
40
18.631481
90.5
0
0
533.21234
1
true
2019-01-03 01:15:00
0.425
12.8
40
18.545933
90.75
0
0
567.23456
1
true
2019-01-03 01:30:00
0.4
12.8
40
18.46462
91
0
0
600.15857
1
true
2019-01-03 01:45:00
0.45
12.8
40
18.387506
90.75
0
0
616.77
1
true