Table 2 Sample descriptive statistics for month July rent 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 | 1474 | 2.035278 | 0.884415 | 1.0000 | 6.000000 | 2.819089 |
Sq.m | 1474 | 53.59462 | 27.96496 | 8.0000 | 300.0000 | 4.012874 |
Apartment floor | 1474 | 3.150611 | 1.930314 | 1.0000 | 9.000000 | 1.218704 |
Number of floors in the building | 1474 | 4.954545 | 2.240156 | 1.0000 | 9.000000 | 1.282661 |
Year | 1474 | 1988.978 | 28.75488 | 1850 | 2020 | 1.221040 |
Distance to shop | 1474 | 293.2360 | 294.6002 | 10.0000 | 5300.0000 | 2.125102 |
Distance to school | 1474 | 363.7516 | 362.1593 | 10.0000 | 4600.0000 | 2.067408 |
Distance to kinder | 1474 | 330.9497 | 309.8768 | 20.0000 | 3400.0000 | 1.983364 |
Built_type | 1474 | 0.162254 | 0.025613 | 0.1554 | 0.357143 | 1.025131 |
Heating | 1474 | 0.162254 | 0.033542 | 0.0000 | 0.500000 | 1.023148 |
Time on the market (TOM) | 1474 | 21.29036 | 27.06033 | 0.0000 | 178.0000 | 1.056918 |
Initial listing price | 1474 | 535.6358 | 344.3829 | 95.000 | 3800.000 | 3.165490 |
If located at city center | 1474 | 0.375170 | 0.484331 | 0.0000 | 1.000000 | 1.421617 |
If price change occurred | 1474 | 0.162144 | 0.368708 | 0.0000 | 1.000000 |