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Table 3 Sample descriptive statistics for month June 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

1799

2.016676

0.88035

1.000000

6.000000

2.794912

Sq.m

1799

52.51318

27.8767

1.000000

300.000

3.501264

Apartment floor

1799

3.067815

1.7935

1.000000

9.000000

1.145140

Number of floors in the building

1799

4.801556

2.1573

1.000000

9.000000

1.198230

Year

1799

1985.669

38.7276

1521.00

2102.000

1.185635

Distance to shop

1799

298.4991

290.181

10.000000

5200.0000

1.906072

Distance to school

1799

371.4508

371.727

10.000000

4600.0000

1.944286

Distance to kinder

1799

328.0322

311.322

10.000000

4300.0000

1.645901

Heating

1799

0.186525

0.026446

0.000000

0.333333

1.022265

Time on the market (TOM)

1799

20.2779

26.6619

0.000000

176.0000

1.069220

Initial listing price

1799

518.7050

318.1839

95.000000

3000.000

2.857612

If located at city center

1799

0.375208

0.484311

0.000000

1.000000

1.395546

If price change occurred

1799

0.186215

0.389388

0.000000

1.000000