Table 1 Sample descriptive statistics for month August 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 | 1434 | 2.036960 | 0.917779 | 1.000000 | 6.0000 | 3.037466 |
Sq.m | 1434 | 53.40817 | 29.878975 | 1.000000 | 330.00 | 4.514540 |
Apartment floor | 1434 | 3.157601 | 1.921412 | 1.000000 | 9.0000 | 1.221069 |
Number of floors in the building | 1434 | 4.905858 | 2.179056 | 1.000000 | 9.0000 | 1.295373 |
Year | 1434 | 1986.223 | 40.109960 | 1092.0000 | 2020 | 1.129623 |
Distance to shop | 1434 | 304.5955 | 348.687315 | 10.000000 | 8100 | 2.593864 |
Distance to school | 1434 | 365.4741 | 363.647421 | 10.000000 | 5300 | 2.524234 |
Distance to kinder | 1434 | 331.6806 | 325.059069 | 10.000000 | 5300 | 1.959995 |
Built_type | 1434 | 0.122734 | 0.016241 | 0.083333 | 0.3333 | 1.023045 |
Heating | 1434 | 0.122905 | 0.038970 | 0.000000 | 0.4666 | 1.010538 |
Time on the market (TOM) | 1434 | 24.04184 | 25.421190 | 6.000000 | 175.0 | 1.039517 |
Initial listing price | 1434 | 554.7672 | 375.138502 | 58.350000 | 3800 | 3.376621 |
If located at city center | 1434 | 0.374477 | 0.484156 | 0.000000 | 1.000 | 1.409588 |
If price change occurred | 1434 | 0.122734 | 0.328246 | 0.000000 | 1.0000 |