Table 1

Collected variables in the database, including variable types and Units of Measurement (UM)

ParameterDescriptionVariable typeUMAdmitted values
UUIDAdvertisement CodeQualitative (Nominal)StringAny
DateCreationCreation dateContinuous (Temporal)DateAny
LatLatitudeContinuous°36 ≤ x ≤ 47
LongLongitudeContinuous°7 ≤ x ≤ 19
TypeTypeQualitative (Nominal)Stringx Є “Apartment”
AFloorFloor areaContinuousm228 ≤ x ≤ 3000
nRoomsNumber of roomsDiscrete1 ≤ x ≤ 20
nBedroomsNumber of bedroomsDiscrete1 ≤ x ≤ 13
nBathroomsNumber of bathroomsDiscretex ≥ 1
nStorey,MaxMaximum storeyDiscrete−1 ≤ x ≤ 22
isOn top storeyThe RE unit is on the top storeyBinary (Dummy)x Є {0, 1}
LiftLiftBinary (Dummy)x Є {0, 1}
GardenPrivateThe RE unit has a private gardenBinary (Dummy)x Є {0, 1}
GardenSharedThe RE unit has a shared gardenBinary (Dummy)x Є {0, 1}
ParParking space or Private garageBinary (Dummy)x Є {0, 1}
CelCellar or atticBinary (Dummy)x ≥ 0
TerTerraceBinary (Dummy)x Є {0, 1}
SoMStatus of Maintenance:Qualitative Ordinalx Є {1; 2; 3; 4}
1: In need of renovation;
2: Average/Good;
3: Very good/Renovated;
4: New/Under construction.
FurnFurniture provided with the RE unit:Qualitative Ordinalx Є {0.0, 0.3, 0.5, 1.0}
0: no furniture;
0.3: only kitchen;
0.5: partially furnished;
1.0: fully furnished.
ConConcierge:Qualitative Ordinalx Є {0.0, 0.3, 0.5, 1.0}
0.0: No concierge;
0.3: Reception;
0.5: Concierge during working hours;
1.0: Concierge along the whole day.
AAlarmBinary (Dummy)x Є {0, 1}
OFOptical fibreBinary (Dummy)x Є {0, 1}
BABuilding automationBinary (Dummy)x Є {0, 1}
ECEnergy Class: 1: G (the least efficient EC); 2: F; 3: E; 4: D; 5: C; 6: B; 7: A or A+ or A1; 8: A2; 9: A3; A4 (the most efficient EC): 10Qualitative Ordinalx Є {1, 2, 3; 4; 5; 6; 7; 8; 9; 10}
CHCentral heatingBinary (Dummy)x Є {0, 1}
FireplaceFireplaceBinary (Dummy)x Є {0, 1}
ACAir-conditioningBinary (Dummy)x Є {0, 1}
MecVMechanical ventilationBinary (Dummy)x Є {0, 1}
PhSPhotovoltaic systemBinary (Dummy)x Є {0, 1}
MVMarket valueContinuousValue filtered based on unitary price [€/m2]:
400 ≤ x ≤ 20,000

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