Size
int64
720
4.5k
Rooms
int64
1
6
Bathrooms
float64
1
5
Age
int64
0
60
Zone
stringclasses
19 values
School_Rating
float64
1
10
Beach_Distance
float64
0.1
50
Flood_Zone
stringclasses
3 values
Price
int64
200k
5.65M
2,573
3
1.5
0
Urban-Inland
7
1.7
VE
1,635,740
1,155
6
3.5
29
Suburban
3
12.1
AE
1,663,472
2,292
6
2.2
47
Suburban
7
41.8
X
1,201,295
3,567
2
3.2
13
Rural
4
33.6
AE
2,234,671
1,486
5
3.2
18
Urban-Inland
9
49.7
VE
2,913,653
1,057
5
2.5
48
Rural
5
41.7
X
1,594,544
1,988
5
1.7
40
Urban-Coastal
3
14.2
AE
1,285,810
2,230
5
1.9
37
Suburban
9
12.5
VE
726,514
2,231
5
4
12
Urban-Coastal
10
3.9
X
2,386,464
2,844
3
2
40
Urban-Coastal
5
45.6
X
2,411,950
1,761
5
2.2
21
Urban-Coastal
2
18.7
AE
2,917,265
2,984
6
1.3
15
Rural
1
34.5
VE
1,170,404
2,474
6
2.1
16
Suburban
10
20.5
VE
1,494,325
2,097
2
2.5
15
Urban-Inland
10
3.9
X
1,561,876
3,410
6
2.3
17
Rural
9
31.4
AE
1,868,187
3,582
4
2.7
4
Urban-Coastal
10
35.4
X
2,079,493
3,256
6
1.1
19
Rural
5
24.8
X
504,940
3,577
3
3.2
11
Urban-Coastal
6
49.2
AE
355,727
1,702
6
2.9
40
Rural
5
25.6
AE
433,080
2,594
2
3.9
48
Urban-Coastal
1
2.3
X
1,164,056
1,476
5
3.6
22
Suburban
9
31.2
VE
1,847,506
2,338
4
2.7
35
Urban-Inland
1
3.6
X
2,724,180
2,316
3
2.4
24
Urban-Inland
3
19.7
AE
718,536
2,990
2
3.3
29
Urban-Inland
1
3.2
X
1,366,618
1,081
4
2.5
24
Urban-Coastal
7
40.4
VE
2,043,550
2,651
3
4
44
Rural
2
10.7
X
2,925,745
3,044
6
3.4
48
Rural
3
16.1
AE
708,211
3,979
5
3.8
0
Rural
3
41.3
AE
1,573,167
2,800
4
4
7
Urban-Coastal
2
6.2
X
2,590,894
2,959
6
3.7
6
Urban-Inland
1
14.7
AE
313,956
3,965
3
2
39
Urban-Coastal
2
47.5
AE
2,383,452
1,185
3
1.3
23
Urban-Coastal
3
28.2
AE
1,144,369
1,882
5
3.8
31
Urban-Coastal
2
24.6
VE
1,346,133
3,720
2
3.7
16
Suburban
4
48.7
AE
774,632
2,382
6
1.2
16
Rural
3
11.6
AE
298,773
2,420
2
2.3
37
Suburban
4
29.4
X
2,589,059
1,440
3
1.8
49
Rural
8
24.6
AE
266,719
1,863
3
2
21
Rural
9
25.4
VE
875,964
2,692
6
2.8
47
Suburban
10
19.3
VE
1,349,022
3,954
3
1.5
30
Urban-Coastal
2
31.5
VE
2,502,586
2,301
6
1.6
37
Rural
5
20.1
AE
2,377,027
1,376
5
1
18
Rural
2
18.5
AE
231,861
1,530
4
3.3
32
Urban-Coastal
9
13
VE
2,078,348
3,845
5
4
43
Suburban
9
49.4
AE
1,091,198
1,691
6
3.8
7
Suburban
7
9.9
VE
2,569,353
2,512
4
2.4
28
Suburban
5
46.3
VE
218,825
1,731
2
4
42
Urban-Inland
4
32
AE
1,806,669
1,625
6
4
44
Urban-Coastal
2
30
AE
1,386,764
3,744
6
1.8
0
Urban-Inland
2
10.6
VE
1,947,776
1,974
6
2.2
36
Urban-Coastal
10
39.4
X
2,681,020
1,699
3
2.3
31
Rural
2
46
VE
2,538,350
2,937
5
3.2
16
Rural
4
38.4
AE
2,068,032
1,355
2
3.9
31
Urban-Coastal
9
13.7
AE
332,069
2,034
3
4
12
Urban-Coastal
2
18.6
AE
2,401,516
3,399
3
1.3
37
Suburban
7
31.3
VE
1,059,704
1,881
4
1.6
2
Suburban
7
29.3
X
1,950,058
3,125
5
1.8
42
Rural
9
12.5
VE
662,371
3,123
6
1.9
40
Rural
3
4
AE
976,653
2,590
2
3
38
Urban-Inland
8
11.9
VE
1,359,149
3,328
3
1.6
11
Urban-Inland
3
39.5
AE
2,353,010
3,021
5
3.5
36
Suburban
6
5.7
VE
1,303,355
2,859
3
3.3
27
Rural
7
20.7
AE
515,879
1,723
5
2.3
32
Rural
1
44.8
VE
1,851,004
1,855
2
3.3
12
Rural
10
17.4
VE
1,744,251
1,012
2
1.5
37
Suburban
8
6
X
759,145
1,333
5
3.2
45
Urban-Inland
8
24.3
AE
460,528
3,040
3
3.7
37
Urban-Coastal
4
39.3
VE
2,966,918
2,129
4
2.7
14
Urban-Inland
5
40.4
VE
1,200,427
1,628
2
3.3
47
Urban-Inland
10
37
AE
1,293,817
2,505
2
3.4
23
Urban-Coastal
1
5.9
X
1,454,843
1,275
6
2.7
0
Suburban
7
47.5
VE
1,165,928
2,332
2
2.7
2
Urban-Inland
7
12.2
X
663,547
1,089
6
2.5
28
Urban-Coastal
1
43.9
X
1,003,525
2,188
6
2.4
35
Suburban
8
13.9
AE
550,926
2,730
4
2.6
26
Urban-Coastal
8
47.2
VE
835,127
2,002
3
1.2
44
Suburban
8
2.4
X
2,389,709
2,415
2
3.5
33
Suburban
6
27.1
AE
1,847,193
1,501
5
1.6
11
Urban-Coastal
10
12.6
VE
2,967,726
2,892
2
2.8
33
Urban-Coastal
2
41.5
X
569,833
2,824
4
3.9
15
Urban-Inland
8
22.9
AE
2,566,604
2,119
3
1.1
21
Urban-Coastal
9
39
X
357,946
2,387
6
2.4
24
Suburban
3
25.7
AE
1,828,782
3,559
5
2.1
49
Urban-Inland
8
21.5
VE
547,578
3,206
3
1.7
15
Rural
4
10.4
X
1,625,172
2,997
6
3.9
39
Rural
1
13.5
VE
1,837,869
1,748
5
3
24
Urban-Inland
5
8.3
X
1,140,141
1,160
6
2.3
49
Suburban
7
30.5
X
2,622,382
1,355
4
2.9
15
Rural
2
28.4
X
2,105,076
2,419
3
3.2
0
Urban-Inland
7
38.7
X
2,529,834
1,623
3
2.6
29
Rural
1
16
X
2,273,865
2,404
3
2.6
12
Urban-Inland
3
18.4
X
646,989
3,455
2
1.1
9
Urban-Coastal
1
49.1
AE
412,846
3,716
2
2.3
9
Urban-Inland
6
24.5
VE
970,447
3,797
6
3
11
Urban-Inland
6
24.3
VE
607,893
1,252
5
3.4
18
Suburban
7
25.5
VE
742,946
1,986
6
2.8
25
Urban-Inland
3
39.5
X
2,781,850
3,479
6
1.3
8
Urban-Inland
7
33.3
VE
1,883,726
2,098
5
1.1
17
Suburban
9
40.3
X
2,439,545
3,547
3
2.3
30
Suburban
6
32.8
X
1,903,081
1,742
4
4
37
Urban-Coastal
10
31.1
AE
1,091,206