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MS SubClass
int64
20
190
Lot Area
int64
1.3k
165k
Overall Qual
int64
1
10
Overall Cond
int64
1
9
Year Built
int64
1.87k
2.01k
Year Remod/Add
int64
1.95k
2.01k
1st Flr SF
int64
334
4.69k
2nd Flr SF
int64
0
2.07k
Low Qual Fin SF
int64
0
1.06k
Gr Liv Area
int64
334
5.64k
Full Bath
int64
0
4
Half Bath
int64
0
2
Bedroom AbvGr
int64
0
6
Kitchen AbvGr
int64
0
3
TotRms AbvGrd
int64
2
13
Fireplaces
int64
0
4
Wood Deck SF
int64
0
1.42k
Open Porch SF
int64
0
742
Enclosed Porch
int64
0
584
3Ssn Porch
int64
0
407
Screen Porch
int64
0
576
Pool Area
int64
0
800
Misc Val
int64
0
12.5k
Mo Sold
int64
1
12
Yr Sold
int64
2.01k
2.01k
SalePrice
int64
12.8k
745k
70
9,000
8
9
1,890
2,002
1,157
1,111
0
2,268
3
0
3
1
7
0
0
108
0
0
0
0
0
4
2,010
240,000
20
6,000
5
6
1,957
1,957
928
0
0
928
1
0
3
1
5
0
0
0
0
0
0
0
0
6
2,008
112,500
20
13,472
10
5
2,003
2,003
2,392
0
0
2,392
2
0
3
1
8
1
248
105
0
0
0
0
0
6
2,009
386,250
20
13,175
6
6
1,978
1,988
2,073
0
0
2,073
2
0
3
1
7
2
349
0
0
0
0
0
0
2
2,010
210,000
20
9,240
5
6
1,962
2,002
1,211
0
0
1,211
1
0
2
1
6
1
161
0
0
0
0
0
0
3
2,006
144,000
20
10,295
4
6
1,969
1,969
936
0
0
936
1
0
2
1
4
0
16
0
0
0
0
0
0
9
2,008
111,900
70
10,560
6
7
1,922
1,994
868
602
0
1,470
1
1
2
1
6
0
0
0
0
0
0
0
0
6
2,010
140,750
20
9,320
4
5
1,959
1,959
1,225
0
0
1,225
1
1
3
1
6
0
352
0
0
0
0
0
400
1
2,010
128,950
20
9,991
4
4
1,976
1,993
1,620
0
0
1,620
2
0
3
1
8
1
120
78
0
0
0
0
0
6
2,009
150,000
60
10,791
6
5
1,993
1,993
1,280
1,215
0
2,495
2
1
4
1
9
1
224
32
0
0
0
0
0
3
2,010
243,500
30
6,900
5
6
1,940
1,955
778
0
0
778
1
0
2
1
4
1
0
25
0
0
0
0
0
2
2,008
120,500
20
9,178
8
5
2,007
2,007
1,651
0
0
1,651
2
0
3
1
7
1
204
64
0
0
0
0
0
9
2,007
250,000
60
13,474
7
5
1,990
1,991
1,122
1,121
0
2,243
2
1
4
1
8
1
127
44
224
0
0
0
0
6
2,007
225,000
20
7,500
8
5
2,006
2,007
1,448
0
0
1,448
2
0
2
1
6
1
0
140
0
0
0
0
0
6
2,009
238,500
70
15,576
6
7
1,915
1,976
840
840
0
1,680
2
0
4
1
8
0
0
0
160
0
0
0
0
3
2,008
177,000
80
12,090
6
7
1,984
2,003
1,140
728
0
1,868
3
1
3
1
7
1
268
112
0
0
147
0
0
1
2,007
178,000
60
11,920
7
5
2,004
2,004
831
828
0
1,659
2
1
3
1
8
0
144
68
0
0
0
0
0
4
2,010
181,000
20
11,175
7
5
2,007
2,007
1,316
0
0
1,316
2
0
3
1
6
1
0
20
0
0
0
0
0
10
2,007
200,141
20
10,447
5
6
1,984
1,984
887
0
0
887
1
0
3
1
5
0
140
0
0
0
0
0
0
12
2,007
124,500
160
4,017
7
5
2,006
2,007
625
625
0
1,250
2
1
2
1
5
0
0
54
0
0
0
0
0
3
2,008
171,900
50
159,000
6
7
1,958
2,006
1,444
700
0
2,144
2
0
4
1
7
2
0
98
0
0
0
0
500
6
2,007
277,000
90
6,040
4
5
1,955
1,955
1,152
0
0
1,152
2
0
2
2
6
0
0
0
0
0
0
0
0
6
2,008
82,000
120
5,070
8
5
1,992
1,992
1,280
0
0
1,280
2
0
2
1
5
0
0
82
0
0
144
0
0
8
2,008
180,000
20
9,178
8
5
2,008
2,008
1,468
0
0
1,468
2
0
3
1
6
1
192
142
0
0
0
0
0
6
2,009
239,900
20
10,708
5
5
1,955
1,993
1,867
0
0
1,867
1
0
2
1
7
3
476
0
0
0
142
0
0
11
2,009
190,000
80
10,448
6
6
1,972
1,972
1,378
741
0
2,119
2
1
3
1
7
1
0
104
0
0
0
0
0
8
2,009
158,000
30
10,625
5
5
1,920
1,950
835
0
0
835
1
0
2
1
5
0
0
0
77
0
0
0
400
5
2,010
83,000
20
7,500
7
5
2,005
2,005
1,266
0
0
1,266
2
0
3
1
6
1
38
144
0
0
0
0
0
4
2,006
176,000
60
21,533
7
5
1,996
1,997
1,065
984
0
2,049
2
1
4
1
9
1
120
48
0
0
0
0
0
8
2,006
210,900
50
9,525
6
4
1,954
1,972
1,216
639
0
1,855
2
0
4
1
7
0
182
0
0
0
0
0
0
10
2,006
136,900
60
11,003
7
5
2,005
2,006
1,308
568
0
1,876
2
1
3
1
7
0
0
40
0
0
0
0
0
7
2,006
229,800
60
14,260
8
5
2,000
2,000
1,145
1,053
0
2,198
2
1
4
1
9
1
192
84
0
0
0
0
0
12
2,008
250,000
20
12,984
5
6
1,977
1,977
1,647
0
0
1,647
2
0
3
1
7
1
0
0
0
0
0
0
0
3
2,006
217,500
60
11,631
8
5
2,004
2,005
1,052
1,321
0
2,373
2
1
4
1
9
1
120
46
0
0
0
0
0
6
2,006
258,000
20
9,990
4
5
1,991
1,991
1,689
0
0
1,689
2
0
3
1
6
1
428
120
0
0
0
0
0
7
2,008
228,500
60
12,361
6
7
1,993
1,993
964
838
0
1,802
2
1
3
1
8
1
450
92
0
0
0
0
0
5
2,010
218,000
20
10,152
5
5
1,956
1,956
1,048
0
0
1,048
1
0
3
1
6
0
0
20
0
0
192
0
0
6
2,007
135,000
60
8,778
8
5
2,006
2,006
1,302
528
0
1,830
2
1
3
1
7
0
0
40
0
0
0
0
0
3
2,007
221,300
160
3,951
6
5
2,009
2,009
612
612
0
1,224
2
1
2
1
4
0
0
234
0
0
0
0
0
6
2,009
164,500
20
7,200
4
8
1,972
2,006
875
0
0
875
1
0
3
1
5
0
352
0
0
0
0
0
0
10
2,007
117,000
50
15,600
5
7
1,949
2,005
986
537
0
1,523
2
0
3
1
7
1
0
0
81
0
0
0
0
10
2,009
158,000
70
7,200
7
7
1,920
1,950
998
764
0
1,762
1
1
4
1
8
0
36
0
221
0
0
0
0
10
2,006
157,000
20
12,735
4
5
1,972
1,972
864
0
0
864
1
0
3
1
5
0
216
0
0
0
0
0
0
4
2,008
111,250
60
15,810
6
5
2,007
2,007
768
728
0
1,496
3
0
3
1
7
0
100
0
0
0
0
0
0
5
2,007
181,755
85
16,647
5
5
1,975
1,981
1,701
0
0
1,701
2
0
3
1
6
2
0
0
0
0
0
0
0
1
2,007
171,000
80
7,750
7
5
1,999
2,000
774
656
0
1,430
2
1
3
1
7
1
0
0
0
0
0
0
0
3
2,009
156,000
160
2,645
8
5
1,999
2,000
983
756
0
1,739
2
1
3
1
7
0
115
0
0
0
0
0
0
8
2,009
172,500
120
5,330
8
5
2,006
2,007
1,550
0
0
1,550
2
1
2
1
5
0
0
102
0
0
0
0
0
7
2,007
207,500
20
11,767
5
5
1,956
1,956
1,560
0
0
1,560
1
0
2
1
7
1
0
0
0
0
0
0
0
5
2,009
103,500
120
7,577
6
5
2,005
2,006
1,362
0
0
1,362
2
0
2
1
6
1
192
28
0
0
0
0
0
6
2,007
194,700
75
10,800
7
7
1,914
1,970
880
888
0
1,768
1
1
2
1
6
2
0
341
0
0
0
0
0
10
2,006
163,000
50
16,287
5
6
1,925
1,950
901
450
0
1,351
1
0
3
1
7
1
0
0
43
0
100
0
0
7
2,007
122,000
60
13,069
8
5
2,004
2,004
1,718
1,238
0
2,956
2
1
5
1
11
1
194
50
0
0
0
0
0
8
2,007
342,000
60
8,366
6
5
2,004
2,004
798
842
0
1,640
2
1
3
1
6
0
138
45
0
0
0
0
0
12
2,008
173,000
20
13,500
6
7
1,960
1,975
1,252
0
0
1,252
1
0
1
1
4
1
409
0
0
0
0
0
0
3
2,008
235,000
90
9,000
5
5
1,974
1,974
896
896
0
1,792
2
2
4
2
8
0
0
45
0
0
0
0
0
6
2,008
133,000
20
14,357
5
5
1,961
1,961
1,187
0
0
1,187
1
0
2
1
6
1
128
0
0
0
0
0
0
8
2,007
140,500
20
14,175
5
5
1,956
1,998
1,375
0
0
1,375
1
0
3
1
6
1
0
0
0
0
0
0
0
12
2,007
187,000
60
14,277
8
5
2,003
2,003
1,217
1,168
0
2,385
2
1
3
1
7
1
192
228
0
0
0
0
0
1
2,007
350,000
80
19,645
7
6
1,994
2,007
896
756
0
1,652
2
1
3
1
6
0
0
0
0
0
0
0
0
6
2,010
203,135
70
17,671
8
9
1,882
1,986
916
826
0
1,742
1
1
4
1
8
1
0
169
0
0
0
0
0
11
2,009
168,000
75
6,000
6
7
1,915
2,005
728
728
0
1,456
1
1
4
1
7
0
0
0
248
0
0
0
0
6
2,008
139,500
20
14,442
6
7
1,957
2,004
1,839
0
0
1,839
2
0
3
1
7
2
0
87
0
0
200
0
0
6
2,007
257,500
60
9,771
6
5
1,995
2,002
1,093
1,721
0
2,814
2
1
4
1
9
1
48
32
0
0
216
0
0
6
2,008
260,000
60
11,308
9
5
2,008
2,008
1,130
1,054
0
2,184
2
1
3
1
10
1
0
102
0
0
0
0
0
7
2,009
335,000
160
1,890
6
6
1,972
1,972
483
504
0
987
1
1
2
1
5
0
411
0
0
0
0
0
0
4
2,008
100,500
20
9,382
7
5
1,999
2,000
1,479
0
0
1,479
2
0
3
1
6
0
120
25
0
0
0
0
0
7
2,008
191,000
90
8,544
3
4
1,949
1,950
1,040
0
0
1,040
2
0
2
2
6
0
0
0
0
0
0
0
0
5
2,006
87,500
20
9,600
5
7
1,950
2,007
1,113
0
0
1,113
1
0
3
1
5
1
0
80
120
0
0
0
0
7
2,009
147,000
60
11,316
7
5
2,002
2,003
824
1,070
0
1,894
2
1
4
1
8
1
0
40
0
0
0
0
0
2
2,010
214,900
20
19,900
7
5
1,970
1,989
2,207
0
0
2,207
2
0
3
1
7
1
301
0
0
0
0
0
0
7
2,010
180,000
20
10,140
7
5
1,998
1,999
1,680
0
0
1,680
2
0
3
1
7
1
78
73
0
0
0
0
0
6
2,009
213,250
60
7,200
6
7
1,976
2,001
684
714
0
1,398
1
1
3
1
6
1
0
0
0
0
0
0
0
2
2,008
160,500
50
6,000
6
7
1,939
1,950
608
524
0
1,132
1
0
2
1
5
0
0
0
128
0
0
0
0
4
2,010
134,000
30
9,259
4
4
1,927
1,950
756
0
0
756
1
0
2
1
4
0
80
0
0
0
0
0
0
6
2,010
85,000
120
3,013
7
5
2,005
2,005
1,506
0
0
1,506
2
0
2
1
6
1
142
20
0
0
0
0
0
4
2,006
213,490
160
2,117
6
5
2,000
2,000
756
756
0
1,512
2
1
2
1
4
1
0
32
0
0
0
0
0
6
2,007
168,500
20
12,182
7
5
2,005
2,005
1,541
0
0
1,541
2
0
3
1
7
1
0
70
0
0
0
0
0
5
2,010
220,000
160
1,495
4
6
1,970
1,970
546
546
0
1,092
1
1
3
1
5
0
0
64
0
0
0
0
0
5
2,007
93,900
20
17,423
9
5
2,008
2,009
2,234
0
0
2,234
2
0
1
1
9
1
0
60
0
0
0
0
0
7
2,009
501,837
90
10,778
4
5
1,968
1,968
1,768
0
0
1,768
2
0
4
2
8
0
0
0
0
0
0
0
0
4
2,010
136,500
20
33,983
5
6
1,977
1,994
1,676
0
0
1,676
1
1
3
1
6
2
690
90
0
0
0
0
0
5
2,007
196,000
90
7,804
6
7
1,930
1,950
960
960
0
1,920
2
2
4
2
10
2
248
0
121
0
0
0
0
7
2,008
161,900
70
21,281
5
4
1,935
2,007
1,308
1,778
0
3,086
3
1
4
1
9
0
0
208
290
0
156
0
0
11
2,007
301,600
90
8,385
6
5
1,978
1,978
1,664
0
0
1,664
2
0
4
2
10
0
0
0
0
0
0
0
0
10
2,006
145,000
60
17,104
7
5
2,006
2,006
664
832
0
1,496
2
1
3
1
7
1
100
24
0
0
0
0
0
9
2,006
179,665
60
7,795
7
5
2,004
2,005
716
716
0
1,432
2
1
3
1
6
1
100
51
0
0
0
0
0
7
2,009
188,500
20
10,800
5
7
1,960
1,960
1,248
0
0
1,248
1
0
3
1
6
0
0
0
0
0
0
0
0
5
2,006
151,500
120
7,301
7
6
2,007
2,008
1,358
0
0
1,358
2
0
2
1
6
1
192
26
0
0
0
0
0
11
2,008
217,300
60
9,487
6
5
2,000
2,000
940
750
0
1,690
2
1
3
1
7
1
0
50
0
0
0
0
0
6
2,007
187,000
20
5,868
5
7
1,956
2,000
936
0
0
936
1
0
2
1
4
0
0
0
80
0
160
0
0
5
2,010
129,000
120
4,235
5
5
1,984
1,984
1,049
0
0
1,049
2
0
2
1
5
0
0
105
0
0
0
0
0
2
2,009
139,500
20
7,476
5
7
1,968
1,968
1,040
0
0
1,040
1
1
3
1
5
0
188
0
0
0
0
0
0
6
2,007
145,000
20
11,900
7
5
1,977
1,977
1,411
0
0
1,411
2
0
3
1
6
1
192
0
0
0
0
0
0
4
2,009
82,500
20
13,501
8
5
2,006
2,006
1,636
0
0
1,636
2
0
3
1
8
1
0
60
0
0
0
0
0
6
2,007
255,000
20
13,615
9
5
2,006
2,006
1,802
0
0
1,802
2
1
3
1
7
1
158
105
0
0
0
0
0
6
2,007
372,000
120
5,814
8
5
1,984
1,984
1,360
0
0
1,360
1
0
1
1
4
1
63
0
0
0
0
0
0
8
2,009
187,500
190
6,048
5
7
1,910
1,950
936
744
0
1,680
2
0
2
2
7
1
56
144
0
0
0
0
0
6
2,010
114,900
30
7,404
4
6
1,920
1,950
861
0
0
861
1
0
2
1
5
0
0
0
128
0
0
0
0
11
2,009
80,000
80
7,200
6
6
1,976
1,976
1,125
0
0
1,125
1
0
3
1
6
1
296
0
0
0
0
0
0
10
2,009
125,000