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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
60
10,380
7
5
1,986
1,987
1,553
1,177
0
2,730
2
1
4
1
8
1
201
96
0
0
0
0
0
8
2,007
301,000
70
11,435
8
7
1,929
1,950
792
725
0
1,517
1
0
3
1
7
2
0
0
0
0
0
0
0
6
2,006
230,000
160
3,182
7
5
2,004
2,005
600
600
0
1,200
2
1
2
1
4
0
0
172
0
0
0
0
0
6
2,010
151,000
60
8,010
8
5
2,003
2,004
1,072
976
0
2,048
2
1
3
1
8
2
0
48
0
0
180
0
0
8
2,007
301,000
20
12,395
5
6
1,984
1,984
889
0
0
889
1
0
3
1
6
0
0
0
0
0
0
0
0
4
2,008
137,500
160
1,890
4
6
1,972
1,972
546
546
0
1,092
1
1
3
1
5
0
0
0
64
0
0
0
0
6
2,010
85,500
70
6,000
5
9
1,905
2,005
884
656
0
1,540
1
1
3
1
7
0
240
77
0
0
0
0
0
2
2,008
129,400
120
5,005
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
1
2,010
191,500
50
11,500
7
7
1,936
1,987
1,020
1,037
0
2,057
1
1
3
1
6
1
0
0
0
0
322
0
0
6
2,006
250,000
20
12,048
5
6
1,952
2,002
1,488
0
0
1,488
1
0
3
1
7
1
0
189
36
0
348
0
0
4
2,006
135,000
90
8,917
5
5
1,967
1,967
1,584
0
0
1,584
2
0
4
2
8
0
0
0
0
0
0
0
0
10
2,006
119,000
90
11,136
6
5
1,964
1,964
1,921
0
0
1,921
2
0
4
2
8
0
0
180
0
0
0
0
0
7
2,006
150,000
190
10,880
5
5
1,950
1,950
1,164
0
0
1,164
1
0
3
1
5
0
0
48
0
0
0
0
0
8
2,008
125,000
60
9,056
8
5
2,004
2,004
707
707
0
1,414
2
1
3
1
6
1
100
35
0
0
0
0
0
10
2,006
178,000
80
9,125
7
5
1,992
1,992
812
670
0
1,482
2
1
3
1
7
1
100
25
0
0
0
0
0
7
2,007
163,900
20
10,936
8
5
2,006
2,006
1,504
0
0
1,504
2
0
3
1
7
0
144
0
0
0
0
0
0
9
2,006
199,000
20
11,883
7
5
1,996
1,996
1,504
0
0
1,504
2
0
3
1
6
1
115
66
0
0
0
0
0
6
2,009
203,000
60
10,237
6
5
2,005
2,007
783
701
0
1,484
2
1
3
1
8
1
0
72
0
0
0
0
0
7
2,007
178,900
60
11,317
7
5
2,003
2,003
840
828
0
1,668
2
1
3
1
8
0
144
68
0
0
0
0
0
9
2,007
180,000
120
8,239
7
5
1,986
1,986
1,295
0
0
1,295
2
0
2
1
5
0
0
0
0
0
0
0
0
11
2,006
230,000
120
4,740
8
5
1,988
1,988
1,179
0
0
1,179
2
0
2
1
5
0
0
108
0
0
135
0
0
10
2,007
182,000
20
14,137
5
5
1,996
1,997
1,384
0
0
1,384
2
0
3
1
7
0
0
39
0
0
0
0
0
11
2,008
177,900
20
10,895
5
6
1,955
1,955
972
0
0
972
1
0
3
1
5
0
0
0
205
0
0
0
0
6
2,010
122,500
20
9,920
5
6
1,969
1,969
971
0
0
971
1
1
3
1
5
1
0
0
0
0
0
0
0
5
2,006
128,500
20
9,600
6
5
1,953
1,953
1,644
0
0
1,644
1
0
3
1
7
2
110
0
0
0
0
0
0
10
2,009
167,000
20
6,950
5
7
1,979
1,979
914
0
0
914
1
0
2
1
5
0
0
0
0
0
0
0
0
10
2,009
134,900
20
8,816
5
6
1,963
1,963
1,121
0
0
1,121
1
0
3
1
5
0
0
80
0
0
0
0
0
6
2,009
139,000
20
8,400
5
5
1,957
1,957
1,364
0
0
1,364
1
1
3
1
6
1
0
60
0
0
0
0
0
3
2,006
132,000
90
7,018
5
5
1,979
1,979
1,114
1,114
0
2,228
2
0
6
2
8
0
73
0
0
0
0
0
0
6
2,009
147,983
50
9,600
6
8
1,950
2,005
1,112
556
0
1,668
1
1
3
1
6
0
0
0
0
0
0
0
0
9
2,009
140,000
30
6,324
4
6
1,927
1,950
520
0
0
520
1
0
1
1
4
0
49
0
87
0
0
0
0
5
2,008
68,500
80
12,095
6
6
1,964
1,964
1,445
0
0
1,445
1
1
3
1
7
1
180
0
0
0
0
0
0
8
2,009
158,000
20
7,200
5
7
1,951
1,951
876
0
0
876
1
0
2
1
5
1
0
0
0
0
0
0
0
2
2,008
94,000
20
11,830
8
5
2,007
2,007
1,542
0
0
1,542
2
0
3
1
6
1
168
110
0
0
0
0
0
7
2,007
260,261
20
5,000
3
3
1,946
1,950
666
0
0
666
1
0
2
1
4
0
0
52
0
0
0
0
0
4
2,007
64,500
20
8,172
4
5
1,955
1,955
768
0
0
768
1
0
2
1
4
1
0
0
196
0
0
0
0
7
2,007
125,000
90
9,750
5
6
1,965
1,965
1,625
0
0
1,625
2
0
4
2
8
0
0
0
0
0
0
0
0
8
2,008
140,500
60
9,930
7
5
2,002
2,002
878
884
0
1,762
2
1
3
1
6
0
320
54
0
0
0
0
0
7
2,006
222,000
20
14,303
8
5
1,994
1,994
1,987
0
0
1,987
2
0
2
1
7
1
262
36
0
0
0
0
0
8
2,008
301,500
20
8,450
5
8
1,965
2,009
894
0
0
894
1
0
3
1
5
1
416
144
0
0
0
0
0
4
2,010
138,500
160
1,890
6
5
1,973
1,973
672
546
0
1,218
1
1
3
1
7
0
144
28
0
0
0
0
0
5
2,007
113,000
20
8,475
4
7
1,956
1,956
952
0
0
952
1
0
2
1
4
0
0
0
0
0
0
0
0
4
2,008
135,750
120
3,811
7
5
2,004
2,005
1,646
0
0
1,646
2
0
2
1
5
1
128
53
0
0
155
0
0
7
2,008
250,000
120
4,920
8
5
2,001
2,001
1,338
0
0
1,338
2
0
2
1
6
0
0
0
170
0
0
0
0
4
2,010
213,500
60
12,384
7
7
1,976
1,976
1,142
793
0
1,935
2
1
3
1
7
1
0
113
252
0
0
0
0
11
2,007
197,900
50
17,120
4
4
1,959
1,959
1,120
468
0
1,588
2
0
4
1
7
1
0
59
0
0
0
0
0
7
2,008
134,432
120
5,271
7
5
1,986
1,986
1,453
0
0
1,453
1
1
2
1
6
1
0
80
0
0
184
0
0
12
2,006
190,000
60
10,603
8
5
2,006
2,006
909
886
0
1,795
2
1
3
1
8
1
168
45
0
0
0
0
0
7
2,009
270,000
60
9,473
8
5
2,002
2,002
1,128
903
0
2,031
2
1
3
1
7
1
0
211
0
0
0
0
0
3
2,008
237,000
80
14,419
7
5
1,987
1,989
1,479
0
0
1,479
2
1
3
1
7
1
224
238
0
0
0
0
0
7
2,009
213,500
20
9,819
6
5
1,977
1,977
1,567
0
0
1,567
2
0
2
1
5
2
264
32
0
0
0
0
0
5
2,009
196,000
20
8,334
6
5
2,006
2,007
1,330
0
0
1,330
2
0
3
1
6
1
0
23
0
0
0
0
0
7
2,007
167,840
160
3,964
6
4
1,973
1,973
1,291
1,230
0
2,521
2
1
5
1
10
1
728
20
0
0
0
0
0
6
2,006
151,400
20
8,072
5
5
1,994
1,995
990
0
0
990
1
0
3
1
5
0
0
64
0
0
0
0
0
5
2,009
138,000
20
7,315
5
6
1,958
1,958
1,170
0
0
1,170
1
0
3
1
6
1
0
0
0
0
225
0
0
3
2,007
140,000
190
7,420
5
6
1,939
1,950
1,077
0
0
1,077
1
0
2
2
5
2
0
4
0
0
0
0
0
1
2,008
118,000
50
4,500
5
5
1,932
2,000
848
672
0
1,520
1
0
3
1
6
0
0
0
56
0
0
0
0
7
2,009
159,434
20
9,457
5
6
1,970
1,990
1,422
0
0
1,422
1
0
3
1
7
0
252
0
0
0
0
0
0
9
2,007
155,000
50
10,480
6
5
1,936
1,950
1,166
0
473
1,639
1
0
3
1
6
0
0
0
0
0
0
0
0
3
2,008
115,000
20
8,658
6
5
1,965
1,965
1,324
0
0
1,324
2
0
3
1
6
1
0
138
0
0
0
0
0
12
2,006
160,000
120
7,892
6
5
1,979
1,979
918
0
0
918
2
0
2
1
5
1
28
0
0
0
0
0
0
4
2,010
99,500
20
9,416
7
5
2,007
2,007
1,726
0
0
1,726
2
0
3
1
8
1
171
138
0
0
266
0
0
9
2,007
311,872
60
8,094
6
8
1,910
1,983
1,242
742
0
1,984
2
0
5
1
8
0
64
0
180
0
0
0
1,000
9
2,008
160,000
20
9,464
6
7
1,958
1,958
1,080
0
0
1,080
1
0
3
1
5
0
0
0
0
0
130
0
0
6
2,008
136,000
20
13,300
5
7
1,956
2,000
928
0
0
928
1
0
2
1
4
0
261
0
156
0
0
0
0
6
2,007
132,000
20
14,859
7
5
2,006
2,006
1,670
0
0
1,670
2
0
3
1
7
1
144
60
0
0
0
0
0
8
2,006
240,000
20
10,044
5
6
1,968
1,968
1,196
0
0
1,196
1
0
3
1
6
0
257
0
168
0
0
0
0
6
2,010
144,000
50
7,000
6
7
1,926
1,950
861
424
0
1,285
1
0
3
1
6
0
96
0
132
0
0
0
0
5
2,006
145,400
60
17,242
9
5
1,993
1,994
1,933
1,567
0
3,500
3
1
4
1
11
1
870
86
0
0
210
0
0
5
2,006
584,500
60
10,400
7
5
2,001
2,001
1,290
871
0
2,161
2
1
3
1
8
1
0
84
0
0
0
0
0
6
2,008
230,500
70
10,570
8
8
1,932
1,994
1,549
1,178
0
2,727
2
1
3
1
10
2
0
74
0
0
0
0
0
12
2,007
315,000
20
9,100
7
5
2,004
2,005
1,836
0
0
1,836
2
0
3
1
8
1
120
33
0
0
0
0
0
10
2,006
216,837
60
7,226
7
5
2,003
2,003
798
842
0
1,640
2
1
3
1
6
0
0
45
0
0
0
0
0
6
2,008
183,000
120
5,381
6
5
2,005
2,005
1,306
0
0
1,306
2
0
1
1
5
1
170
63
0
0
0
0
0
8
2,009
196,000
85
8,410
6
6
1,974
1,974
1,026
0
0
1,026
1
0
2
1
5
1
193
0
0
0
0
0
0
4
2,007
143,000
20
8,640
8
5
2,009
2,009
1,314
0
0
1,314
2
0
3
1
6
0
135
112
0
0
0
0
0
9
2,009
229,456
160
2,592
5
3
1,976
1,976
536
576
0
1,112
1
1
3
1
4
0
182
0
0
0
0
0
0
4
2,010
85,000
30
6,000
4
4
1,920
1,950
960
0
0
960
1
0
2
1
5
0
0
0
168
0
0
0
0
7
2,007
108,500
20
8,243
5
7
1,961
1,961
964
0
0
964
1
0
3
1
5
1
170
0
0
0
0
0
0
2
2,007
137,500
50
7,920
6
7
1,920
1,950
1,035
371
0
1,406
1
0
3
1
6
0
0
144
0
0
0
0
0
3
2,008
89,500
20
7,200
5
7
1,954
1,954
825
0
0
825
1
0
2
1
4
0
0
0
0
0
0
0
0
7
2,008
109,500
80
7,700
5
7
1,956
1,956
1,145
0
0
1,145
1
0
3
1
6
0
0
0
0
0
0
0
0
9
2,006
127,000
20
11,932
8
5
2,007
2,008
1,580
0
0
1,580
2
0
3
1
7
0
0
24
0
0
0
0
0
6
2,008
235,128
20
7,038
4
6
1,970
1,970
864
0
0
864
1
0
3
1
5
0
210
0
0
0
0
0
0
9
2,009
76,500
60
12,552
7
5
2,004
2,005
991
956
0
1,947
2
1
3
1
8
1
0
136
0
0
0
0
0
5
2,010
254,900
60
10,530
7
5
1,978
1,978
945
912
0
1,857
2
1
4
1
8
1
400
105
0
0
0
0
0
7
2,006
188,900
50
14,190
4
7
1,890
2,006
1,000
544
0
1,544
2
0
3
1
7
0
231
0
0
0
0
0
0
4
2,007
138,000
160
2,280
6
6
1,975
1,975
855
601
0
1,456
2
1
3
1
6
1
173
0
0
0
0
0
0
6
2,010
149,900
20
9,836
6
5
2,008
2,008
1,133
0
0
1,133
1
0
3
1
7
0
0
175
0
0
0
0
0
12
2,008
143,000
20
10,950
5
7
1,952
1,952
1,064
0
0
1,064
1
0
2
1
4
0
0
0
0
0
0
0
0
5
2,010
135,000
60
11,700
6
6
1,968
1,968
829
727
0
1,556
1
1
4
1
8
0
0
0
0
0
0
0
0
5
2,009
154,000
120
5,330
8
5
2,000
2,000
1,652
0
0
1,652
2
0
2
1
6
0
96
48
0
0
0
0
0
8
2,007
251,000
160
2,217
4
4
1,970
1,970
546
546
0
1,092
1
1
3
1
6
0
238
0
0
0
0
0
0
8
2,009
88,000
20
8,010
6
9
1,958
2,007
951
0
0
951
1
0
2
1
6
0
0
0
42
0
0
0
450
9
2,009
143,500
20
5,500
7
5
2,004
2,004
1,073
0
0
1,073
2
0
2
1
4
0
0
120
0
0
0
0
0
5
2,006
157,000
60
9,920
7
5
1,996
1,997
1,127
886
0
2,013
2
1
3
1
8
1
180
130
0
0
0
0
0
6
2,007
269,790
180
1,974
4
7
1,973
2,006
526
462
0
988
1
0
2
1
5
0
120
101
0
0
0
0
0
6
2,008
105,000
20
6,960
4
6
1,970
1,970
864
0
0
864
1
0
3
1
5
0
96
0
0
0
0
0
500
11
2,009
120,500
50
9,738
5
7
1,924
1,950
949
272
0
1,221
1
0
4
1
7
0
0
0
236
0
0
0
0
3
2,006
104,900
60
9,247
6
6
1,962
1,962
858
858
0
1,716
1
1
4
1
8
1
0
84
0
0
120
0
0
3
2,008
171,000