Datasets:
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
| 2020-03-08T00:00:00
| 0
| 0
| 0
| 0.7
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.1
| 81.099998
| 64.400002
| 0
| 0
| 966.5
| 1,024.099976
| 1,026.5
| 0
| 29.6
| 0.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T01:00:00
| 0
| 0
| 0
| 0.2
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.1
| 84.599998
| 64.400002
| 0
| 0
| 966.400024
| 1,024
| 1,026.5
| 0
| 29.6
| 0.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T02:00:00
| 0
| 0
| 0
| -0.1
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.7
| 83.199997
| 64.400002
| 0
| 0
| 965.799988
| 1,023.400024
| 1,025.900024
| 0
| 29.6
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T03:00:00
| 0
| 0
| 0
| 0.1
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3
| 80.800003
| 64.400002
| 0
| 0
| 965.299988
| 1,022.900024
| 1,025.300049
| 0
| 29.6
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T04:00:00
| 0
| 0
| 0
| -0.4
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.8
| 82.599998
| 64.400002
| 0
| 0
| 964.900024
| 1,022.400024
| 1,025.099976
| 0
| 29.6
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T05:00:00
| 0
| 0
| 0
| -0.1
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3
| 80.300003
| 64.400002
| 0
| 0
| 964.799988
| 1,022.299988
| 1,024.900024
| 0
| 29.6
| 0.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T06:00:00
| 0
| 0
| 0
| -0.7
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.3
| 83.800003
| 64.400002
| 0
| 0
| 964.900024
| 1,022.400024
| 1,025.099976
| 0.75
| 29.6
| 0.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T07:00:00
| 0
| 0
| 0
| 0.5
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.3
| 78.5
| 64.400002
| 0
| 0
| 965.099976
| 1,022.599976
| 1,025
| 2.6
| 29.6
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T08:00:00
| 0
| 0
| 0
| 1.8
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.5
| 75.699997
| 64.400002
| 0
| 0
| 965.099976
| 1,022.700012
| 1,024.800049
| 3.75
| 29.6
| 0.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T09:00:00
| 0
| 0
| 0
| 2.8
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.8
| 69.699997
| 64.400002
| 0
| 0
| 965.099976
| 1,022.700012
| 1,024.5
| 4
| 29.6
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T10:00:00
| 0
| 0
| 0
| 4.5
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.1
| 60
| 64.400002
| 0
| 0
| 964.700012
| 1,022.200012
| 1,023.700012
| 4
| 29.6
| 2.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T11:00:00
| 0
| 0
| 0
| 5.8
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.7
| 54
| 64.400002
| 0
| 0
| 964.200012
| 1,021.700012
| 1,022.799988
| 3.7
| 29.6
| 2.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T12:00:00
| 0
| 0
| 0
| 7
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.4
| 48
| 64.400002
| 0
| 0
| 963.599976
| 1,021.099976
| 1,022
| 3.5
| 29.6
| 1.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T13:00:00
| 0
| 0
| 0
| 7.5
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.6
| 46.400002
| 64.400002
| 0
| 0
| 962.599976
| 1,020
| 1,020.799988
| 3.25
| 29.6
| 1.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T14:00:00
| 0
| 0
| 0
| 8.2
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.7
| 45.799999
| 64.400002
| 0
| 0
| 961.400024
| 1,018.799988
| 1,019.400024
| 2
| 29.6
| 1.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T15:00:00
| 0
| 0
| 0
| 8.8
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.8
| 46.099998
| 64.400002
| 0
| 0
| 960.5
| 1,017.799988
| 1,018.299988
| 1.55
| 29.6
| 1.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T16:00:00
| 0
| 0
| 0
| 8.9
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -3.6
| 42.099998
| 64.400002
| 0
| 0
| 959.900024
| 1,017.200012
| 1,017.700012
| 0.65
| 29.6
| 1.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T17:00:00
| 0
| 0
| 0
| 8.2
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -2.6
| 45.5
| 64.400002
| 0
| 0
| 959.299988
| 1,016.599976
| 1,017.099976
| 0.25
| 29.6
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T18:00:00
| 0
| 0
| 0
| 6.5
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.9
| 55.299999
| 64.400002
| 0
| 0
| 959
| 1,016.299988
| 1,017.200012
| 0
| 29.6
| 0.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T19:00:00
| 0
| 0
| 0
| 5.7
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -0.8
| 60.5
| 64.400002
| 0
| 0
| 958.900024
| 1,016.200012
| 1,017.299988
| 0
| 29.6
| 0.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T20:00:00
| 0
| 0
| 0
| 5.4
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.4
| 62.400002
| 64.400002
| 0
| 0
| 958.400024
| 1,015.599976
| 1,016.799988
| 0
| 29.6
| 1.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T21:00:00
| 0
| 0
| 0
| 5.4
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1
| 62.400002
| 64.400002
| 0
| 0
| 958
| 1,015.200012
| 1,016.400024
| 0
| 29.6
| 1.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T22:00:00
| 0
| 0
| 0
| 4.3
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.3
| 67.199997
| 64.400002
| 0
| 0
| 957.900024
| 1,015.099976
| 1,016.5
| 0
| 29.6
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-08T23:00:00
| 0.238
| 0
| 0
| 5
| 9.2
| -0.9
| 4.2
| 15.8
| 14.1
| 0
| -1.5
| 63.900002
| 64.400002
| 0
| 0
| 957.900024
| 1,015.099976
| 1,016.400024
| 0
| 29.6
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T00:00:00
| 1.707
| 0
| 0
| 5.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 0.7
| 66.400002
| 81.5
| 0.3
| 47.200001
| 957.900024
| 1,015.099976
| 1,016.299988
| 0
| 5.2
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T01:00:00
| 0.584
| 0
| 0
| 6
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.8
| 68.900002
| 81.5
| 0.5
| 47.200001
| 957.599976
| 1,014.799988
| 1,015.799988
| 0
| 5.2
| 2.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T02:00:00
| 0.233
| 0
| 0
| 5.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2.3
| 79.900002
| 81.5
| 0.15
| 47.200001
| 956.900024
| 1,014.099976
| 1,015.299988
| 0
| 5.2
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T03:00:00
| 0.588
| 0
| 0
| 5.4
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.7
| 80.099998
| 81.5
| 0.7
| 47.200001
| 956.599976
| 1,013.700012
| 1,014.900024
| 0
| 5.2
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T04:00:00
| 1.309
| 0
| 0
| 5.4
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 3.5
| 83.5
| 81.5
| 1.8
| 47.200001
| 956.299988
| 1,013.400024
| 1,014.599976
| 0
| 5.2
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T05:00:00
| 0.889
| 0
| 0
| 5.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 3.2
| 87.599998
| 81.5
| 6.4
| 47.200001
| 956.700012
| 1,013.900024
| 1,015.099976
| 0
| 5.2
| 2.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T06:00:00
| 1.169
| 0
| 0
| 5
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 3.1
| 88.199997
| 81.5
| 10.75
| 47.200001
| 957.400024
| 1,014.599976
| 1,015.799988
| 0
| 5.2
| 3.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T07:00:00
| 0.853
| 0
| 0
| 4.8
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2.6
| 87.599998
| 81.5
| 6.05
| 47.200001
| 958.200012
| 1,015.400024
| 1,016.799988
| 0
| 5.2
| 4.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T08:00:00
| 0.341
| 0
| 0
| 5
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 3
| 86
| 81.5
| 3.85
| 47.200001
| 958.799988
| 1,016.099976
| 1,017.400024
| 0
| 5.2
| 3.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T09:00:00
| 0.278
| 0
| 0
| 4.9
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 3
| 82.400002
| 81.5
| 3.5
| 47.200001
| 959.299988
| 1,016.599976
| 1,017.900024
| 0
| 5.2
| 4.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T10:00:00
| 0.092
| 0
| 0
| 6.3
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2
| 76.300003
| 81.5
| 0
| 47.200001
| 959.599976
| 1,016.900024
| 1,017.900024
| 0
| 5.2
| 3.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T11:00:00
| 0.075
| 0
| 0
| 7.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1
| 67.400002
| 81.5
| 0.3
| 47.200001
| 959.700012
| 1,017
| 1,017.799988
| 0
| 5.2
| 3.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T12:00:00
| 0.064
| 0
| 0
| 7.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2.8
| 66.300003
| 81.5
| 0.8
| 47.200001
| 959.599976
| 1,016.900024
| 1,017.700012
| 0
| 5.2
| 3.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T13:00:00
| 0.145
| 0
| 0
| 5.7
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2.4
| 81.300003
| 81.5
| 0.5
| 47.200001
| 959.799988
| 1,017.099976
| 1,018.200012
| 1.2
| 5.2
| 3.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T14:00:00
| 0.785
| 0
| 0
| 7.3
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.4
| 70
| 81.5
| 0.45
| 47.200001
| 959.700012
| 1,017
| 1,017.799988
| 2.45
| 5.2
| 2.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T15:00:00
| 0.621
| 0
| 0
| 7
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.7
| 69.199997
| 81.5
| 4.5
| 47.200001
| 959.900024
| 1,017.200012
| 1,018.099976
| 0.75
| 5.2
| 4.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T16:00:00
| 1.132
| 0
| 0
| 4.2
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2.4
| 87
| 81.5
| 6.4
| 47.200001
| 961.099976
| 1,018.5
| 1,020
| 0.3
| 5.2
| 4.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T17:00:00
| 1.002
| 0
| 0
| 5
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.9
| 83.599998
| 81.5
| 0.25
| 47.200001
| 961.799988
| 1,019.200012
| 1,020.5
| 0.5
| 5.2
| 3.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T18:00:00
| 1.098
| 0
| 0
| 4.4
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.3
| 82
| 81.5
| 0
| 47.200001
| 962.200012
| 1,019.599976
| 1,021.099976
| 0
| 5.2
| 1.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T19:00:00
| 1.559
| 0
| 0
| 3.3
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2
| 92.599998
| 81.5
| 0
| 47.200001
| 963.299988
| 1,020.799988
| 1,022.5
| 0
| 5.2
| 1.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T20:00:00
| 1.324
| 0
| 0
| 3
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 1.5
| 91.900002
| 81.5
| 0
| 47.200001
| 963.900024
| 1,021.400024
| 1,023.200012
| 0
| 5.2
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T21:00:00
| 0.553
| 0
| 0
| 3.1
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 0.8
| 87.599998
| 81.5
| 0
| 47.200001
| 964
| 1,021.5
| 1,023.299988
| 0
| 5.2
| 2.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T22:00:00
| 0.183
| 0
| 0
| 2.9
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 0
| 84.400002
| 81.5
| 0
| 47.200001
| 964
| 1,021.5
| 1,023.400024
| 0
| 5.2
| 2.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-09T23:00:00
| 0.639
| 0
| 0
| 2.9
| 8.3
| 1.6
| 4.9
| 15.1
| 13.4
| 0
| 2
| 85.099998
| 81.5
| 0
| 47.200001
| 964.200012
| 1,021.700012
| 1,023.599976
| 0
| 5.2
| 1.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T00:00:00
| 1.851
| 0
| 0
| 2.2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| -0.1
| 87.900002
| 91
| 0
| 31.6
| 963.799988
| 1,021.299988
| 1,023.299988
| 0
| 0
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T01:00:00
| 0.694
| 0
| 0
| 1.6
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| -0.7
| 87.300003
| 91
| 0
| 31.6
| 963.200012
| 1,020.700012
| 1,022.799988
| 0
| 0
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T02:00:00
| 0.927
| 0
| 0
| 2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| -0.9
| 82.900002
| 91
| 0
| 31.6
| 962.900024
| 1,020.299988
| 1,022.400024
| 0
| 0
| 1.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T03:00:00
| 0.678
| 0
| 0
| 2.2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| -0.3
| 82.099998
| 91
| 0
| 31.6
| 962.400024
| 1,019.799988
| 1,021.799988
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T04:00:00
| 1.3
| 0
| 0
| 2.3
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 0.3
| 84.699997
| 91
| 0
| 31.6
| 961.900024
| 1,019.299988
| 1,021.200012
| 0
| 0
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T05:00:00
| 1.098
| 0
| 0
| 2.7
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 1.9
| 91.800003
| 91
| 0
| 31.6
| 962.599976
| 1,020
| 1,021.799988
| 0
| 0
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T06:00:00
| 1.168
| 0
| 0
| 2.7
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 1.3
| 91.199997
| 91
| 0
| 31.6
| 962.400024
| 1,019.799988
| 1,021.700012
| 0
| 0
| 1.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T07:00:00
| 0.939
| 0
| 0
| 3.2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| -0.1
| 84.699997
| 91
| 0.3
| 31.6
| 961.900024
| 1,019.299988
| 1,021
| 0
| 0
| 1.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T08:00:00
| 0.734
| 0
| 0
| 3.6
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 0.4
| 78.900002
| 91
| 1.7
| 31.6
| 962.099976
| 1,019.5
| 1,021.200012
| 0
| 0
| 2.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T09:00:00
| 0.478
| 0
| 0
| 3.2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 2
| 87.5
| 91
| 2.45
| 31.6
| 962.099976
| 1,019.5
| 1,021.200012
| 0
| 0
| 0.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T10:00:00
| 0.439
| 0
| 0
| 3.7
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 2.1
| 88.800003
| 91
| 1.2
| 31.6
| 961.599976
| 1,019
| 1,020.599976
| 0
| 0
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T11:00:00
| 0.521
| 0
| 0
| 3.5
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 2.1
| 91.099998
| 91
| 1.65
| 31.6
| 961.599976
| 1,019
| 1,020.700012
| 0
| 0
| 0.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T12:00:00
| 0.564
| 0
| 0
| 3.9
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 2.7
| 92.199997
| 91
| 2.85
| 31.6
| 961.599976
| 1,019
| 1,020.5
| 0
| 0
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T13:00:00
| 0.644
| 0
| 0
| 4
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 2.8
| 92.199997
| 91
| 3.45
| 31.6
| 961.200012
| 1,018.599976
| 1,020.099976
| 0
| 0
| 1.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T14:00:00
| 0.7
| 0
| 0
| 4.1
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.1
| 92.900002
| 91
| 2.75
| 31.6
| 961
| 1,018.400024
| 1,019.900024
| 0
| 0
| 2.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T15:00:00
| 0.744
| 0
| 0
| 4
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.4
| 95.5
| 91
| 2.9
| 31.6
| 961
| 1,018.400024
| 1,019.900024
| 0
| 0
| 1.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T16:00:00
| 1.065
| 0
| 0
| 3.8
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.2
| 95.800003
| 91
| 3.95
| 31.6
| 961.299988
| 1,018.700012
| 1,020.200012
| 0
| 0
| 1.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T17:00:00
| 0.582
| 0
| 0
| 3.7
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.3
| 96.5
| 91
| 3.05
| 31.6
| 961.599976
| 1,019
| 1,020.599976
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T18:00:00
| 1.042
| 0
| 0
| 3.8
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.4
| 96.599998
| 91
| 1.9
| 31.6
| 962.200012
| 1,019.599976
| 1,021.200012
| 0
| 0
| 1.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T19:00:00
| 1.115
| 0
| 0
| 3.8
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.1
| 96.099998
| 91
| 0.25
| 31.6
| 962.700012
| 1,020.099976
| 1,021.700012
| 0
| 0
| 1.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T20:00:00
| 1.363
| 0
| 0
| 3.9
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.2
| 95.800003
| 91
| 0
| 31.6
| 962.900024
| 1,020.299988
| 1,021.900024
| 0
| 0
| 0.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T21:00:00
| 0.538
| 0
| 0
| 4.2
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.8
| 95.099998
| 91
| 0.15
| 31.6
| 963.400024
| 1,020.900024
| 1,022.400024
| 0
| 0
| 0.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T22:00:00
| 0.294
| 0
| 0
| 4.6
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.9
| 95.5
| 91
| 0.55
| 31.6
| 963.599976
| 1,021.099976
| 1,022.5
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-10T23:00:00
| 0.265
| 0
| 0
| 4.7
| 5
| 1.2
| 3.5
| 16.5
| 14.8
| 0
| 3.8
| 94
| 91
| 1.25
| 31.6
| 963.5
| 1,021
| 1,022.5
| 0
| 0
| 1.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T00:00:00
| 2.154
| 0
| 0
| 4.8
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 4.5
| 95
| 82.900002
| 2.6
| 6.4
| 963.400024
| 1,020.900024
| 1,022.299988
| 0
| 0
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T01:00:00
| 0.259
| 0
| 0
| 4.9
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 4.8
| 97
| 82.900002
| 3
| 6.4
| 963.599976
| 1,021.099976
| 1,022.400024
| 0
| 0
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T02:00:00
| 0.545
| 0
| 0
| 5
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 4.5
| 97.099998
| 82.900002
| 1.25
| 6.4
| 963.5
| 1,021
| 1,022.299988
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T03:00:00
| 0.7
| 0
| 0
| 5
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 4.7
| 97.199997
| 82.900002
| 0
| 6.4
| 963.200012
| 1,020.700012
| 1,022
| 0
| 0
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T04:00:00
| 0.832
| 0
| 0
| 5.4
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 4.8
| 97.199997
| 82.900002
| 0.15
| 6.4
| 963.400024
| 1,020.900024
| 1,022.099976
| 0
| 0
| 0.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T05:00:00
| 0.895
| 0
| 0
| 6.7
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 5.6
| 95.099998
| 82.900002
| 0.25
| 6.4
| 963.599976
| 1,021.099976
| 1,022.099976
| 0
| 0
| 1.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T06:00:00
| 0.579
| 0
| 0
| 5.9
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 5.7
| 96.900002
| 82.900002
| 0.15
| 6.4
| 963.900024
| 1,021.400024
| 1,022.5
| 0
| 0
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T07:00:00
| 0.456
| 0
| 0
| 7.9
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.7
| 92.5
| 82.900002
| 0.25
| 6.4
| 964.299988
| 1,021.799988
| 1,022.5
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T08:00:00
| 0.235
| 0
| 0
| 7.6
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.6
| 93.099998
| 82.900002
| 0
| 6.4
| 964.599976
| 1,022.099976
| 1,022.900024
| 0
| 0
| 1.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T09:00:00
| 0.379
| 0
| 0
| 9.2
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.7
| 90.199997
| 82.900002
| 0
| 6.4
| 964.799988
| 1,022.299988
| 1,022.799988
| 0
| 0
| 2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T10:00:00
| 0.136
| 0
| 0
| 9.2
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 8
| 91.699997
| 82.900002
| 0
| 6.4
| 964.700012
| 1,022.200012
| 1,022.700012
| 0
| 0
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T11:00:00
| 0.193
| 0
| 0
| 10.2
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 8.1
| 88
| 82.900002
| 0
| 6.4
| 964.799988
| 1,022.299988
| 1,022.599976
| 0
| 0
| 0.9
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T12:00:00
| 0.094
| 0
| 0
| 11.5
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 8.7
| 83.699997
| 82.900002
| 0
| 6.4
| 964.799988
| 1,022.299988
| 1,022.299988
| 0
| 0
| 0.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T13:00:00
| 0
| 0
| 0
| 14.5
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 8.8
| 67.400002
| 82.900002
| 0
| 6.4
| 964.299988
| 1,021.799988
| 1,021.099976
| 0
| 0
| 3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T14:00:00
| 0.221
| 0
| 0
| 14.7
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.6
| 63.099998
| 82.900002
| 0
| 6.4
| 963.900024
| 1,021.400024
| 1,020.599976
| 0
| 0
| 3.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T15:00:00
| 0.288
| 0
| 0
| 15.1
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.7
| 61
| 82.900002
| 0
| 6.4
| 963.400024
| 1,020.900024
| 1,020.099976
| 0
| 0
| 3.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T16:00:00
| 0.357
| 0
| 0
| 14.9
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.8
| 62.599998
| 82.900002
| 0
| 6.4
| 963.099976
| 1,020.599976
| 1,019.799988
| 0
| 0
| 2.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T17:00:00
| 0.663
| 0
| 0
| 14.7
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.7
| 63
| 82.900002
| 0
| 6.4
| 963
| 1,020.5
| 1,019.700012
| 0
| 0
| 1.5
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T18:00:00
| 0.776
| 0
| 0
| 13.8
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 8.7
| 67.099998
| 82.900002
| 0
| 6.4
| 963.099976
| 1,020.599976
| 1,020
| 0
| 0
| 1.2
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T19:00:00
| 1.053
| 0
| 0
| 12.4
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.9
| 75.5
| 82.900002
| 0
| 6.4
| 963.200012
| 1,020.700012
| 1,020.400024
| 0
| 0
| 1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T20:00:00
| 0.903
| 0
| 0
| 11.7
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.9
| 79
| 82.900002
| 0
| 6.4
| 963.200012
| 1,020.700012
| 1,020.599976
| 0
| 0
| 0.7
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T21:00:00
| 0.243
| 0
| 0
| 10.9
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7.5
| 81.199997
| 82.900002
| 0
| 6.4
| 963.099976
| 1,020.599976
| 1,020.599976
| 0
| 0
| 0.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T22:00:00
| 0.191
| 0
| 0
| 10.4
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7
| 80.199997
| 82.900002
| 0
| 6.4
| 962.799988
| 1,020.299988
| 1,020.400024
| 0
| 0
| 1.1
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-11T23:00:00
| 0.138
| 0
| 0
| 9.7
| 15.2
| 4.7
| 10
| 10
| 8.3
| 0
| 7
| 83.699997
| 82.900002
| 0
| 6.4
| 962.5
| 1,019.900024
| 1,020.200012
| 0
| 0
| 0.6
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-12T00:00:00
| 1.664
| 0
| 0
| 9
| 16.1
| 6.1
| 11.3
| 8.7
| 7
| 0
| 6.5
| 85.199997
| 72
| 0
| 11.2
| 962.099976
| 1,019.5
| 1,020
| 0
| 15.2
| 0.3
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-12T01:00:00
| 0.13
| 0
| 0
| 8.9
| 16.1
| 6.1
| 11.3
| 8.7
| 7
| 0
| 6.6
| 85.599998
| 72
| 0
| 11.2
| 962.200012
| 1,019.599976
| 1,020.099976
| 0
| 15.2
| 0.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-12T02:00:00
| 0.174
| 0
| 0
| 8
| 16.1
| 6.1
| 11.3
| 8.7
| 7
| 0
| 5.6
| 87.900002
| 72
| 0
| 11.2
| 961.900024
| 1,019.299988
| 1,020
| 0
| 15.2
| 0.4
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
100,101
| 2020-03-12T03:00:00
| 0.524
| 0
| 0
| 7
| 16.1
| 6.1
| 11.3
| 8.7
| 7
| 0
| 5
| 88.599998
| 72
| 0
| 11.2
| 961.200012
| 1,018.599976
| 1,019.5
| 0
| 15.2
| 0.8
|
house
| 200
| 2
|
ground-source
| true
| false
| true
| null | null | true
| true
| true
|
End of preview. Expand
in Data Studio
Electricity consumption time series from 1,408 households with hea pumps in the canton of Zurich, Switzerland, recorded between 2018-11-03 and 2024-03-21. The data has been aggregated from its original 15-minute resolution to hourly frequency following the authors processing code. It includes measurements for total household load, heat pump consumption, and photovoltaic (PV) production, enriched with local weather data and building metadata.
This dataset is a derivative work based on the HEAPO Dataset: Brudermüller, T., Fleisch, E., González Vayá, M., & Staake, T. (2025). HEAPO – An Open Dataset for Heat Pump Optimization with Smart Electricity Meter Data and On-Site Inspection Protocols (Version v1) [Data set]. ETH Zurich. https://doi.org/10.5281/zenodo.15056919; used under the CC BY 4.0 license.
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