Datasets:
skforecast
/
heapo_hourly

Dataset card Data Studio Files
xet
Community
Household_ID
int32
1.06k
9.98M
Timestamp
timestamp[ns, tz=UTC]date
2019-05-20 00:00:00
2024-02-27 23:00:00
kWh_received_Total
float32
0
67.2
kWh_received_HeatPump
float32
-1.53
26.8
kWh_received_Other
float32
0
24.6
Temperature_avg_hourly
float32
-17.5
37.1
⌀
Temperature_max_daily
float32
-8.8
37.3
⌀
Temperature_min_daily
float32
-17.7
22.1
⌀
Temperature_avg_daily
float32
-11.3
28.9
⌀
HeatingDegree_SIA_daily
float32
0
31.3
⌀
HeatingDegree_US_daily
float32
0
29.6
⌀
CoolingDegree_US_daily
float32
0
10.6
⌀
DewPoint_hourly
float32
-18.9
23.7
⌀
Humidity_avg_hourly
float32
11.9
100
⌀
Humidity_avg_daily
float32
39.1
100
⌀
Precipitation_total_hourly
float32
0
155
Precipitation_total_daily
float32
0
318
Pressure_BarometricHeight_avg_hourly
float32
878
991
⌀
Pressure_SeaLevelStandardAtmosphere_avg_hourly
float32
978
1.04k
⌀
Pressure_SeaLevel_avg_hourly
float32
978
1.05k
⌀
Sunshine_duration_hourly
float32
0
4
Sunshine_duration_daily
float32
0
60
WindSpeed_hourly
float32
0
18.3
⌀
Survey_Building_Type
stringclasses
2 values
Survey_Building_LivingArea
float32
36
1.12k
⌀
Survey_Building_Residents
float32
1
7
⌀
Survey_HeatPump_Installation_Type
stringclasses
2 values
Survey_HeatDistribution_System_FloorHeating
bool
2 classes
Survey_HeatDistribution_System_Radiator
bool
2 classes
Survey_DHW_Production_ByHeatPump
bool
1 class
Survey_DHW_Production_ByElectricWaterHeater
bool
1 class
Survey_DHW_Production_BySolar
bool
1 class
Survey_Installation_HasDryer
bool
2 classes
Survey_Installation_HasFreezer
bool
2 classes
Survey_Installation_HasElectricVehicle
bool
2 classes
100,101
2020-03-12T04:00:00Z
1.14
0
0
7.1
16.1
6.1
11.3
8.7
7
0
4.3
85.599998
72
0
11.2
960.700012
1,018.099976
1,018.900024
0
15.2
1.4
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T05:00:00Z
0.63
0
0
6.7
16.1
6.1
11.3
8.7
7
0
4.8
86.5
72
0
11.2
960.299988
1,017.599976
1,018.599976
0
15.2
0.7
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T06:00:00Z
0.914
0
0
7.1
16.1
6.1
11.3
8.7
7
0
5.1
86.5
72
0
11.2
960.299988
1,017.599976
1,018.5
0
15.2
0.5
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T07:00:00Z
0.357
0
0
8
16.1
6.1
11.3
8.7
7
0
5.4
82.699997
72
0
11.2
960.700012
1,018
1,018.599976
0.3
15.2
1.3
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T08:00:00Z
0.134
0
0
8.6
16.1
6.1
11.3
8.7
7
0
5.1
80.099998
72
0
11.2
961.099976
1,018.5
1,018.900024
2
15.2
1.5
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T09:00:00Z
0.04
0
0
9.6
16.1
6.1
11.3
8.7
7
0
6
76.5
72
0
11.2
961.400024
1,018.799988
1,019
3.85
15.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T10:00:00Z
0.042
0
0
12.3
16.1
6.1
11.3
8.7
7
0
6
65.599998
72
0
11.2
961
1,018.299988
1,018.099976
2.85
15.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T11:00:00Z
0.035
0
0
13.7
16.1
6.1
11.3
8.7
7
0
6.1
60.599998
72
0
11.2
960.599976
1,017.900024
1,017.400024
2.2
15.2
1.5
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T12:00:00Z
0.173
0
0
14.2
16.1
6.1
11.3
8.7
7
0
7
59.599998
72
0
11.2
960.099976
1,017.400024
1,016.799988
2.45
15.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T13:00:00Z
0.072
0
0
15
16.1
6.1
11.3
8.7
7
0
7.9
60.5
72
0
11.2
959.400024
1,016.700012
1,015.799988
1.05
15.2
1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T14:00:00Z
0.166
0
0
15.3
16.1
6.1
11.3
8.7
7
0
8.2
59.900002
72
0
11.2
958.799988
1,016.099976
1,015.099976
0.5
15.2
1.7
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T15:00:00Z
0.143
0
0
14.9
16.1
6.1
11.3
8.7
7
0
8.2
64.800003
72
0
11.2
958.599976
1,015.799988
1,015
0
15.2
3.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T16:00:00Z
0.589
0
0
14.6
16.1
6.1
11.3
8.7
7
0
8.1
65.800003
72
0
11.2
958.400024
1,015.599976
1,014.799988
0
15.2
3.7
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T17:00:00Z
0.641
0
0
14.5
16.1
6.1
11.3
8.7
7
0
7.6
64.199997
72
0
11.2
958.5
1,015.700012
1,014.900024
0
15.2
3.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T18:00:00Z
0.682
0
0
14.1
16.1
6.1
11.3
8.7
7
0
7
63.099998
72
0
11.2
958.900024
1,016.200012
1,015.5
0
15.2
3.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T19:00:00Z
1.061
0
0
14.1
16.1
6.1
11.3
8.7
7
0
6.5
59.799999
72
0
11.2
959.299988
1,016.599976
1,015.900024
0
15.2
2.6
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T20:00:00Z
12.047
0
0
14.2
16.1
6.1
11.3
8.7
7
0
5
55.5
72
0
11.2
959.5
1,016.799988
1,016.099976
0
15.2
4.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T21:00:00Z
8.885
0
0
13.6
16.1
6.1
11.3
8.7
7
0
5.4
57.200001
72
0.6
11.2
959.700012
1,017
1,016.400024
0
15.2
4.4
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T22:00:00Z
0.315
0
0
12.3
16.1
6.1
11.3
8.7
7
0
7
65.099998
72
2.8
11.2
960
1,017.299988
1,017.099976
0
15.2
4.4
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-12T23:00:00Z
0.212
0
0
9.5
16.1
6.1
11.3
8.7
7
0
5.6
82.800003
72
4.8
11.2
960.799988
1,018.099976
1,018.400024
0
15.2
5
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T00:00:00Z
1.649
0
0
8.2
9.9
1.5
6.2
13.8
12.1
0
5.3
83.099998
75.900002
3.3
14
961.400024
1,018.799988
1,019.400024
0
13.2
2.9
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T01:00:00Z
0.254
0
0
7.5
9.9
1.5
6.2
13.8
12.1
0
5
86.199997
75.900002
1.1
14
961.799988
1,019.200012
1,020
0
13.2
2.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T02:00:00Z
0.248
0
0
7.6
9.9
1.5
6.2
13.8
12.1
0
4.2
80
75.900002
2.05
14
961.799988
1,019.200012
1,020
0
13.2
2.4
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T03:00:00Z
0.656
0
0
6.7
9.9
1.5
6.2
13.8
12.1
0
5
87.400002
75.900002
2.65
14
961.900024
1,019.299988
1,020.200012
0
13.2
2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T04:00:00Z
1.212
0
0
6.6
9.9
1.5
6.2
13.8
12.1
0
5.5
93
75.900002
1.95
14
962
1,019.400024
1,020.400024
0
13.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T05:00:00Z
0.879
0
0
6.4
9.9
1.5
6.2
13.8
12.1
0
5.8
93.699997
75.900002
1.35
14
962.400024
1,019.799988
1,020.799988
0
13.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T06:00:00Z
1.032
0
0
6.2
9.9
1.5
6.2
13.8
12.1
0
4
94.400002
75.900002
2.2
14
962.900024
1,020.400024
1,021.400024
0
13.2
1.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T07:00:00Z
0.678
0
0
5.7
9.9
1.5
6.2
13.8
12.1
0
2.4
84
75.900002
2.15
14
963.900024
1,021.400024
1,022.599976
0
13.2
4
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T08:00:00Z
0.617
0
0
5.6
9.9
1.5
6.2
13.8
12.1
0
2.5
80.5
75.900002
0.25
14
964.799988
1,022.400024
1,023.599976
0
13.2
2.6
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T09:00:00Z
1.61
0
0
5.8
9.9
1.5
6.2
13.8
12.1
0
2
82.300003
75.900002
0
14
965.5
1,023.099976
1,024.300049
0
13.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T10:00:00Z
0.261
0
0
6.1
9.9
1.5
6.2
13.8
12.1
0
2.2
74.199997
75.900002
0
14
965.599976
1,023.200012
1,024.300049
0
13.2
1.8
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T11:00:00Z
0.036
0
0
6.8
9.9
1.5
6.2
13.8
12.1
0
1.8
71.699997
75.900002
0
14
965.700012
1,023.299988
1,024.300049
0
13.2
1.6
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T12:00:00Z
0.097
0
0
7.3
9.9
1.5
6.2
13.8
12.1
0
1.1
66.900002
75.900002
0
14
965.700012
1,023.299988
1,024.099976
0.6
13.2
2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T13:00:00Z
0.112
0
0
8.1
9.9
1.5
6.2
13.8
12.1
0
2.5
65
75.900002
0
14
965.200012
1,022.799988
1,023.400024
1.15
13.2
3.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T14:00:00Z
0
0
0
7.5
9.9
1.5
6.2
13.8
12.1
0
2.6
72.599998
75.900002
0
14
964.700012
1,022.200012
1,023
1.75
13.2
2.9
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T15:00:00Z
0.006
0
0
9.3
9.9
1.5
6.2
13.8
12.1
0
1.6
61.200001
75.900002
0
14
964.400024
1,021.900024
1,022.400024
4
13.2
2.9
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T16:00:00Z
0.446
0
0
9.2
9.9
1.5
6.2
13.8
12.1
0
1.5
57.299999
75.900002
0
14
964.099976
1,021.599976
1,022
3.85
13.2
2.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T17:00:00Z
0.918
0
0
9
9.9
1.5
6.2
13.8
12.1
0
-0.8
50.900002
75.900002
0
14
963.799988
1,021.299988
1,021.700012
2.25
13.2
1.8
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T18:00:00Z
0.74
0
0
7
9.9
1.5
6.2
13.8
12.1
0
0
61.299999
75.900002
0
14
963.900024
1,021.400024
1,022.299988
0
13.2
2.5
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T19:00:00Z
5.859
0
0
5
9.9
1.5
6.2
13.8
12.1
0
-0.2
69.900002
75.900002
0
14
964
1,021.5
1,022.799988
0
13.2
1.3
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T20:00:00Z
12.081
0
0
4.2
9.9
1.5
6.2
13.8
12.1
0
-0.1
73.5
75.900002
0
14
964
1,021.5
1,023
0
13.2
0.9
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T21:00:00Z
0.306
0
0
3.8
9.9
1.5
6.2
13.8
12.1
0
0
77.199997
75.900002
0
14
964.200012
1,021.700012
1,023.299988
0
13.2
1.2
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T22:00:00Z
0.645
0
0
2.9
9.9
1.5
6.2
13.8
12.1
0
-0.5
79
75.900002
0
14
964.299988
1,021.799988
1,023.599976
0
13.2
1.1
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-13T23:00:00Z
0.629
0
0
2.9
9.9
1.5
6.2
13.8
12.1
0
-0.6
78.300003
75.900002
0
14
964.099976
1,021.599976
1,023.400024
0
13.2
0.8
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-14T00:00:00Z
1.707
0
0
2.1
9
0.7
4.9
15.1
13.4
0
-0.8
81.5
71.300003
0
0
963.700012
1,021.200012
1,023.200012
0
8
0.7
house
200
2
ground-source
true
false
true
null
null
true
true
true
100,101
2020-03-14T01:00:00Z
0.642
0
0
2.1
9
0.7
4.9
15.1
13.4
0
-0.7
81.400002
71.300003
0
0
963.599976
1,021.099976
1,023.200012
0
8
0.7
house
200
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100,101
2020-03-14T02:00:00Z
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ground-source
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100,101
2020-03-14T03:00:00Z
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100,101
2020-03-14T04:00:00Z
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house
200
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100,101
2020-03-14T05:00:00Z
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house
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ground-source
true
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100,101
2020-03-14T06:00:00Z
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house
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true
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100,101
2020-03-14T07:00:00Z
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house
200
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ground-source
true
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100,101
2020-03-14T08:00:00Z
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200
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true
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100,101
2020-03-14T09:00:00Z
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80.300003
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963.5
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house
200
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ground-source
true
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100,101
2020-03-14T10:00:00Z
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house
200
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ground-source
true
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100,101
2020-03-14T11:00:00Z
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house
200
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ground-source
true
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100,101
2020-03-14T12:00:00Z
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1.2
house
200
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ground-source
true
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100,101
2020-03-14T13:00:00Z
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house
200
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ground-source
true
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100,101
2020-03-14T14:00:00Z
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71.300003
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house
200
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ground-source
true
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100,101
2020-03-14T15:00:00Z
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house
200
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ground-source
true
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100,101
2020-03-14T16:00:00Z
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15.1
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49.200001
71.300003
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house
200
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ground-source
true
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100,101
2020-03-14T17:00:00Z
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0
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51.200001
71.300003
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house
200
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ground-source
true
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100,101
2020-03-14T18:00:00Z
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62.5
71.300003
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house
200
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ground-source
true
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100,101
2020-03-14T19:00:00Z
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60.5
71.300003
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house
200
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ground-source
true
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100,101
2020-03-14T20:00:00Z
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69.699997
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200
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ground-source
true
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100,101
2020-03-14T21:00:00Z
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72.400002
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house
200
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ground-source
true
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100,101
2020-03-14T22:00:00Z
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73.300003
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house
200
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ground-source
true
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100,101
2020-03-14T23:00:00Z
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0
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9
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2.2
house
200
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ground-source
true
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100,101
2020-03-15T00:00:00Z
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61.900002
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house
200
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ground-source
true
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100,101
2020-03-15T01:00:00Z
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200
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ground-source
true
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100,101
2020-03-15T02:00:00Z
0.619
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1.2
house
200
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ground-source
true
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100,101
2020-03-15T03:00:00Z
0.673
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74.800003
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house
200
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ground-source
true
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100,101
2020-03-15T04:00:00Z
0.947
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78.199997
61.900002
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house
200
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ground-source
true
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100,101
2020-03-15T05:00:00Z
1.271
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house
200
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ground-source
true
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100,101
2020-03-15T06:00:00Z
0.671
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61.900002
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house
200
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ground-source
true
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100,101
2020-03-15T07:00:00Z
0.08
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82
61.900002
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43.200001
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house
200
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ground-source
true
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100,101
2020-03-15T08:00:00Z
0.335
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house
200
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ground-source
true
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100,101
2020-03-15T09:00:00Z
0.195
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61.900002
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4
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house
200
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ground-source
true
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true
100,101
2020-03-15T10:00:00Z
0.013
0
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house
200
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ground-source
true
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100,101
2020-03-15T11:00:00Z
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house
200
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ground-source
true
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true
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true
100,101
2020-03-15T12:00:00Z
0.021
0
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10.1
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56.5
61.900002
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house
200
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ground-source
true
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100,101
2020-03-15T13:00:00Z
0.009
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11
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house
200
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ground-source
true
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100,101
2020-03-15T14:00:00Z
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200
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ground-source
true
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true
100,101
2020-03-15T15:00:00Z
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13
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200
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ground-source
true
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100,101
2020-03-15T16:00:00Z
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37.099998
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200
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ground-source
true
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100,101
2020-03-15T17:00:00Z
1.192
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38.599998
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43.200001
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200
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ground-source
true
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100,101
2020-03-15T18:00:00Z
1.227
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house
200
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ground-source
true
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100,101
2020-03-15T19:00:00Z
1.46
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52.5
61.900002
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1.3
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200
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ground-source
true
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100,101
2020-03-15T20:00:00Z
1.19
0
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7.5
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54.900002
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43.200001
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200
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ground-source
true
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100,101
2020-03-15T21:00:00Z
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43.200001
0.6
house
200
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ground-source
true
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true
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100,101
2020-03-15T22:00:00Z
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63.900002
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house
200
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ground-source
true
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100,101
2020-03-15T23:00:00Z
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63.200001
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0.8
house
200
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ground-source
true
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true
100,101
2020-03-16T00:00:00Z
1.826
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16.200001
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9.4
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58.599998
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1.7
house
200
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ground-source
true
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100,101
2020-03-16T01:00:00Z
0.661
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56.299999
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1.2
house
200
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ground-source
true
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100,101
2020-03-16T02:00:00Z
0.58
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9.4
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56.299999
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42.799999
0.6
house
200
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ground-source
true
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100,101
2020-03-16T03:00:00Z
0.606
0
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8.9
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61.099998
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1,017.299988
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42.799999
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200
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ground-source
true
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100,101
2020-03-16T04:00:00Z
1.472
0
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64.699997
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42.799999
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house
200
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ground-source
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100,101
2020-03-16T05:00:00Z
1.083
0
0
4
16.200001
3.3
9.4
10.6
8.9
0
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66.099998
56.299999
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house
200
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100,101
2020-03-16T06:00:00Z
0.678
0
0
4
16.200001
3.3
9.4
10.6
8.9
0
-1.6
64.900002
56.299999
0
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961.400024
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1.5
42.799999
0.9
house
200
2
ground-source
true
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null
true
true
true
100,101
2020-03-16T07:00:00Z
0.36
0
0
5.4
16.200001
3.3
9.4
10.6
8.9
0
0
60.400002
56.299999
0
0
962
1,019.400024
1,020.700012
4
42.799999
0.4
house
200
2
ground-source
true
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null
null
true
true
true