Table 7 Sample descriptive statistics for month June sell operations
From: Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic
N | Mean | Std | Min | Max | VIF | |
|---|---|---|---|---|---|---|
Number of rooms | 3335 | 2.517241 | 1.083325 | 1.0000 | 20.00 | 3.191328 |
Sq.m | 3335 | 63.437358 | 35.274419 | 10.000 | 680 | 5.531747 |
Apartment floor | 3335 | 3.184408 | 2.036823 | 1.0000 | 9 | 1.251125 |
Number of floors in the building | 3335 | 4.930135 | 2.282712 | 1.0000 | 9.00 | 1.385276 |
Year | 3335 | 1996 | 29.746126 | 1520 | 2021 | 1.536711 |
Distance to shop | 3335 | 377 | 369.776639 | 10.000 | 5400 | 2.218792 |
Distance to school | 3335 | 475.80 | 444.692904 | 10.000 | 6000 | 2.572198 |
Distance to kinder | 3335 | 387.9460 | 398.456617 | 10.000 | 6200 | 1.907936 |
Furnish | 3335 | 1.753523 | 0.608231 | 1.000 | 4.0000 | 1.284736 |
Heating | 3335 | 0.111344 | 0.040510 | 0.0000 | 0.600 | 1.093226 |
Time on the market (TOM) | 3335 | 39.294 | 50.558899 | 0.0000 | 354.00 | 1.045139 |
Initial listing price | 3335 | 133,794 | 1.167724e + 05 | 5630 | 1,600,000 | 3.050077 |
If located at city center | 3335 | 0.220390 | 0.414572 | 0.0000 | 1.00 | 1.379555 |
If price change occurred | 3335 | 0.111244 | 0.314482 | 0.0000 | 1.00 |