Datasets:
OpenSynth
/
cnz-faraday-3.1

Dataset card Viewer Files Community
1
month_of_year
int64
1
12
day_of_week
int64
1
7
has_heat_pump
bool
2 classes
has_home_battery
bool
2 classes
has_solar_pv
bool
2 classes
has_electric_hot_water
bool
2 classes
has_electric_radiator
bool
2 classes
is_mains_gas
bool
2 classes
property_type
stringclasses
8 values
energy_rating
stringclasses
3 values
urbanity
stringclasses
2 values
kwh
stringlengths
284
1.09k
has_ev
bool
2 classes
has_lct
bool
2 classes
12
3
true
false
false
false
false
true
Semi_Detached
A_B_C
Urban
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false
true
6
7
true
true
true
true
false
true
Semi_Detached
A_B_C
Urban
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false
true
6
7
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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false
true
6
3
true
true
true
false
false
false
Semi_Detached
A_B_C
Remote
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true
true
4
3
true
false
false
false
false
false
Semi_Detached
A_B_C
Remote
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true
true
12
6
true
true
true
false
false
false
Semi_Detached
D_E
Remote
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false
true
5
2
true
true
true
false
false
false
Detached
D_E
Remote
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true
true
1
7
true
true
true
false
false
true
House
A_B_C
Urban
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false
true
11
3
true
true
true
false
false
false
House
D_E
Remote
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true
true
11
2
true
true
true
false
false
true
House
D_E
Urban
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false
true
8
5
true
false
true
false
false
false
House
D_E
Remote
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true
true
1
5
true
false
false
false
false
true
Detached
A_B_C
Urban
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true
true
11
5
true
false
false
false
false
true
Detached
D_E
Urban
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true
true
8
3
true
true
true
false
false
false
House
D_E
Remote
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true
true
1
2
true
true
false
false
false
true
Detached
A_B_C
Urban
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true
true
3
7
true
false
false
false
false
false
Semi_Detached
A_B_C
Remote
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false
true
5
3
true
false
false
false
false
true
Semi_Detached
A_B_C
Urban
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true
true
4
6
true
false
false
false
false
false
Detached
A_B_C
Remote
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true
true
4
2
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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false
true
3
2
true
false
false
false
false
false
Semi_Detached
A_B_C
Remote
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true
true
1
6
true
true
false
true
false
false
Semi_Detached
A_B_C
Remote
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true
true
3
4
true
false
false
false
false
true
House
D_E
Urban
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false
true
1
4
true
true
true
false
false
true
Detached
A_B_C
Urban
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true
true
4
6
true
true
false
false
false
true
Semi_Detached
A_B_C
Urban
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true
true
3
6
true
true
true
false
false
true
Semi_Detached
A_B_C
Urban
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false
true
6
7
true
true
true
false
false
true
Semi_Detached
A_B_C
Urban
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true
true
11
7
true
false
false
true
false
false
Detached
A_B_C
Remote
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true
true
6
3
true
false
false
false
false
true
Semi_Detached
D_E
Urban
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true
true
4
2
true
true
true
true
false
false
House
D_E
Remote
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false
true
1
2
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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true
true
4
6
true
true
true
true
false
false
Semi_Detached
D_E
Remote
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false
true
8
4
true
true
true
false
false
false
Semi_Detached
D_E
Remote
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false
true
5
7
true
false
false
false
false
true
Terraced
A_B_C
Urban
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false
true
3
5
true
true
true
true
false
true
Semi_Detached
A_B_C
Urban
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false
true
9
4
true
false
false
true
false
true
Semi_Detached
D_E
Urban
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true
true
4
3
true
false
false
true
false
true
Detached
A_B_C
Urban
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true
true
4
4
true
false
false
true
false
false
House
D_E
Remote
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false
true
8
2
true
true
true
false
false
false
Detached
D_E
Remote
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true
true
9
3
true
true
true
false
false
true
Semi_Detached
D_E
Urban
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false
true
8
7
true
false
false
false
false
false
House
D_E
Remote
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false
true
1
2
true
false
false
false
false
true
House
D_E
Urban
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true
true
5
7
true
true
true
false
false
true
Detached
D_E
Urban
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true
true
5
5
true
true
true
false
false
true
House
D_E
Urban
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true
true
7
2
true
false
false
true
false
false
Semi_Detached
A_B_C
Remote
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true
true
4
3
true
false
false
false
false
true
Semi_Detached
D_E
Urban
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true
true
7
2
true
true
true
false
false
true
Semi_Detached
A_B_C
Urban
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true
true
9
7
true
true
true
false
false
false
Semi_Detached
A_B_C
Remote
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false
true
7
3
true
false
false
true
false
true
Semi_Detached
A_B_C
Urban
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false
true
9
6
true
false
false
false
false
false
House
D_E
Remote
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false
true
7
4
true
true
true
true
false
false
Semi_Detached
A_B_C
Remote
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true
true
1
7
true
true
true
false
false
false
Semi_Detached
A_B_C
Remote
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false
true
6
7
true
true
true
false
false
true
House
D_E
Urban
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false
true
4
1
true
false
false
false
false
true
Semi_Detached
A_B_C
Urban
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false
true
2
3
true
true
true
false
false
true
Detached
A_B_C
Urban
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true
true
7
2
true
false
false
false
false
true
Semi_Detached
A_B_C
Urban
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false
true
12
2
true
false
false
false
false
true
Detached
A_B_C
Urban
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true
true
4
6
true
true
true
false
false
true
Detached
A_B_C
Urban
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false
true
5
4
true
true
false
false
false
false
Detached
D_E
Remote
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false
true
6
2
true
false
false
true
false
false
Semi_Detached
A_B_C
Remote
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false
true
12
7
true
true
false
false
false
true
House
D_E
Urban
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false
true
1
6
true
false
false
true
false
false
Terraced
D_E
Remote
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true
true
5
3
true
false
false
true
false
true
Detached
A_B_C
Urban
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true
true
4
4
true
false
false
false
false
false
House
D_E
Remote
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true
true
4
6
true
true
true
false
false
false
Detached
A_B_C
Remote
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true
true
6
2
true
true
true
false
false
true
Detached
A_B_C
Urban
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true
true
4
5
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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false
true
2
7
true
true
true
true
false
true
House
A_B_C
Urban
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false
true
5
7
true
true
true
true
false
true
Semi_Detached
D_E
Urban
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false
true
3
4
true
true
true
false
false
true
Semi_Detached
A_B_C
Urban
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true
true
4
2
true
true
true
false
false
true
Semi_Detached
D_E
Urban
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false
true
6
5
true
false
false
false
false
true
Semi_Detached
D_E
Urban
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true
true
9
2
true
false
false
false
false
false
Detached
A_B_C
Remote
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true
true
3
7
true
true
true
true
false
false
House
A_B_C
Remote
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true
true
1
2
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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true
true
4
6
true
true
true
false
false
true
House
A_B_C
Urban
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false
true
6
6
true
false
false
false
false
true
House
D_E
Urban
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false
true
1
3
true
false
false
false
false
true
Detached
D_E
Urban
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true
true
3
7
true
false
false
false
false
false
Detached
D_E
Remote
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true
true
7
3
true
false
false
false
false
false
House
D_E
Remote
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false
true
3
3
true
false
false
false
false
false
House
D_E
Remote
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false
true
3
3
true
true
true
false
false
true
Semi_Detached
D_E
Urban
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false
true
4
5
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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true
true
7
7
true
true
true
false
false
true
Detached
A_B_C
Urban
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true
true
7
6
true
false
false
true
false
false
Semi_Detached
D_E
Remote
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true
true
6
5
true
false
false
false
false
true
House
D_E
Urban
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false
true
4
3
true
false
false
false
false
true
Terraced
A_B_C
Urban
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true
true
3
7
true
false
false
false
false
false
Semi_Detached
A_B_C
Remote
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true
true
4
6
true
true
true
false
false
false
House
D_E
Remote
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true
true
8
3
true
false
false
false
false
true
House
D_E
Urban
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false
true
7
3
true
true
true
true
false
false
House
D_E
Remote
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false
true
6
3
true
false
false
false
false
true
Semi_Detached
F_G
Urban
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true
true
3
4
true
true
false
false
false
true
House
A_B_C
Urban
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false
true
9
3
true
false
false
false
false
false
House
D_E
Remote
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false
true
3
3
true
false
false
false
false
false
Semi_Detached
A_B_C
Remote
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true
true
8
1
true
false
false
false
false
false
Semi_Detached
D_E
Remote
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true
true
7
7
true
true
true
false
false
true
Detached
A_B_C
Urban
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true
true
3
2
true
false
false
false
false
true
Detached
D_E
Urban
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true
true
3
7
true
false
false
true
false
false
Semi_Detached
A_B_C
Remote
[0.33720943331718445, 0.31793510913848877, 0.3192555606365204, 0.3141258656978607, 0.315129816532135, 0.31165722012519836, 0.31712210178375244, 0.2937706708908081, 0.29933977127075195, 0.2962096631526947, 0.32410192489624023, 0.38747093081474304, 0.5329493284225464, 0.570999264717102, 0.9599456191062927, 0.8054779171943665, 1.89390230178833, 0.21381200850009918, 0.1990489363670349, 0.15732137858867645, 0.16143271327018738, 0.17770010232925415, 0.17835035920143127, 0.18265484273433685, 0.18519970774650574, 0.19737663865089417, 0.18791477382183075, 0.19293618202209473, 0.19955100119113922, 0.19855274260044098, 0.2354230433702469, 0.23814454674720764, 0.28701895475387573, 0.542455792427063, 1.4919476509094238, 0.6272602081298828, 0.6123878955841064, 0.6270502805709839, 0.7484132051467896, 0.7203881740570068, 0.6123712658882141, 0.3492472469806671, 0.12132130563259125, 0.026150107383728027, 0.030542850494384766, 0.05301862955093384, 0.07015007734298706, 0.09829127788543701]
true
true
8
7
true
true
true
false
false
false
Semi_Detached
D_E
Remote
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false
true
4
4
true
true
false
false
false
false
Detached
D_E
Remote
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