Table 5 Sample descriptive statistics for month August 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 | 3036 | 2.500000 | 1.076788 | 1.000000 | 20.00 | 3.2699 |
Sq.m | 3036 | 63.12611 | 34.971339 | 11.34000 | 670.0 | 5.6493 |
Apartment floor | 3036 | 3.14822 | 1.968558 | 1.000000 | 9.00 | 1.2531 |
Number of floors in the building | 3036 | 4.97924 | 2.245383 | 1.000000 | 9.000 | 1.3894 |
Year | 3036 | 1996.91 | 34.568066 | 1019.000 | 2021.0 | 1.3681 |
Distance to shop | 3036 | 376.874 | 378.27094 | 10.00000 | 6000 | 2.3123 |
Distance to school | 3036 | 455.737 | 429.79288 | 10.00000 | 4700 | 2.8402 |
Distance to kinder | 3036 | 368.695 | 369.82084 | 10.00000 | 4900 | 2.2769 |
Built_type | 3036 | 0.09947 | 0.030916 | 0.016129 | 0.222 | 1.0961 |
Furnish | 3036 | 1.73583 | 0.531121 | 1.000000 | 4.000 | 1.2020 |
Heating | 3036 | 0.09960 | 0.034632 | 0.000000 | 0.500 | 1.0803 |
Time on the market (TOM) | 3036 | 45.0303 | 55.466930 | 2.000000 | 360.0 | 1.0184 |
Initial listing price | 3036 | 136,281 | 118,123 | 5.900000e + 03 | 1,600,000 | 3.1374 |
If located at city center | 3036 | 0.2249 | 0.417629 | 0.000000 | 1.000 | 1.3206 |
If price change occurred | 3036 | 0.0994 | 0.299345 | 0.000000 | 1.000 |