Table 6 Sample descriptive statistics for month July 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 | 3136 | 2.534439 | 1.037154 | 1.000000 | 15.0000 | 1.757259 |
Sq.m | 3136 | 64.382672 | 47.938239 | 11.340000 | 1985 | 1.664433 |
Apartment floor | 3136 | 3.164222 | 2.016394 | 1.000000 | 9.0000 | 1.285848 |
Number of floors in the building | 3136 | 4.977679 | 2.270007 | 1.000000 | 9.000 | 1.427927 |
Year | 3136 | 1997.441 | 34.164736 | 1061.000000 | 2021.000 | 1.423255 |
Distance to shop | 3136 | 384.0082 | 399.657316 | 10.000000 | 6100.000 | 2.461288 |
Distance to school | 3136 | 479.9489 | 462.888853 | 10.000000 | 6000.000 | 2.676897 |
Distance to kinder | 3136 | 391.6422 | 426.655344 | 10.000000 | 6200.000 | 2.189394 |
Built_type | 3136 | 0.100446 | 0.037032 | 0.029412 | 0.280000 | 1.210398 |
Furnish | 3136 | 1.742666 | 0.609686 | 1.000000 | 4.000000 | 1.242468 |
Heating | 3136 | 0.100510 | 0.047111 | 0.000000 | 0.500000 | 1.071377 |
Time on the market (TOM) | 3136 | 43.45727 | 52.962261 | 1.000000 | 358.0000 | 1.041306 |
Initial listing price | 3136 | 137,066 | 118,475 | 5.950000e + 03 | 1,600,000 | 1.967865 |
If located at city center | 3136 | 0.221620 | 0.415403 | 0.000000 | 1.000000 | 1.344862 |
If price change occurred | 3136 | 0.100446 | 0.300642 | 0.000000 | 1.000000 |