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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
30
3,300
4
3
1,910
1,950
816
0
0
816
1
0
2
1
5
1
0
33
0
0
0
0
0
6
2,009
58,500
70
10,918
7
9
1,926
2,004
1,276
804
0
2,080
1
1
3
1
9
2
0
0
0
0
145
0
0
6
2,009
234,000
20
11,422
8
5
2,007
2,008
1,838
0
0
1,838
2
0
3
1
7
2
154
222
0
0
0
0
0
4
2,009
272,500
120
3,196
8
5
2,003
2,003
1,456
0
0
1,456
2
0
2
1
7
1
143
20
0
0
0
0
0
5
2,006
215,000
70
3,960
7
8
1,930
1,950
502
502
0
1,004
1
0
2
1
5
1
280
0
68
0
0
0
0
7
2,006
105,000
20
7,150
5
6
1,966
1,966
988
0
0
988
1
0
3
1
5
0
0
0
0
0
0
0
0
11
2,007
129,250
70
5,870
6
9
1,900
2,000
736
554
0
1,290
1
1
3
1
6
0
38
112
0
0
0
0
400
4
2,008
106,900
20
10,171
7
5
2,004
2,004
1,535
0
0
1,535
2
0
3
1
7
0
0
0
0
0
0
0
0
3
2,010
214,000
80
10,200
6
5
1,988
1,989
1,509
0
0
1,509
2
0
3
1
5
1
224
0
0
0
0
0
0
8
2,008
175,000
20
20,781
7
7
1,968
2,003
2,156
0
0
2,156
2
0
3
1
9
1
0
80
0
290
0
0
0
6
2,006
262,500
120
4,765
9
5
2,000
2,000
1,638
0
0
1,638
2
0
2
1
5
1
230
68
0
0
0
0
0
7
2,008
300,000
50
7,000
6
6
1,924
1,950
865
445
0
1,310
2
0
2
1
6
0
0
0
126
0
0
0
0
5
2,006
112,000
50
8,212
5
6
1,941
1,950
854
444
0
1,298
1
0
3
1
6
2
84
0
0
0
0
0
0
9
2,009
122,000
20
6,762
7
5
2,006
2,006
1,294
0
0
1,294
2
0
2
1
6
1
168
55
0
0
0
0
0
7
2,006
193,879
70
9,639
4
8
1,900
1,950
1,156
642
0
1,798
2
1
4
1
7
0
0
0
160
0
0
0
0
5
2,007
137,000
20
7,875
5
6
1,961
1,961
1,144
0
0
1,144
1
0
3
1
6
0
0
0
0
0
0
0
0
9
2,008
139,950
20
9,600
5
5
1,968
1,968
1,051
0
0
1,051
1
0
3
1
6
0
0
0
0
0
0
0
0
7
2,006
142,000
80
9,590
7
5
2,003
2,003
1,146
0
0
1,146
2
0
3
1
6
1
160
22
0
0
0
0
0
5
2,007
187,500
120
5,950
8
5
1,989
1,989
1,337
0
0
1,337
2
0
2
1
5
1
0
73
154
0
0
0
0
4
2,008
188,500
120
4,590
8
5
2,006
2,006
1,554
0
0
1,554
2
0
2
1
6
1
156
73
0
0
0
0
0
5
2,007
209,500
20
8,775
5
5
1,994
1,994
990
0
0
990
1
0
3
1
5
0
0
64
0
0
0
0
0
4
2,007
126,000
30
8,212
3
3
1,914
1,950
864
0
0
864
1
0
2
1
5
0
0
0
96
0
0
0
0
6
2,010
58,500
20
10,200
6
5
1,974
1,974
1,434
0
0
1,434
2
0
4
1
7
1
80
21
0
0
0
0
0
6
2,009
157,000
20
6,951
5
5
1,984
1,985
923
0
0
923
1
0
3
1
5
0
362
0
0
0
0
0
0
10
2,008
119,500
20
6,285
5
5
1,977
1,977
894
0
0
894
1
0
2
1
5
0
192
0
0
0
0
0
0
3
2,007
120,750
20
8,308
4
6
1,963
1,963
1,088
0
0
1,088
1
0
2
1
4
0
0
0
0
0
0
0
0
6
2,007
110,000
20
10,215
4
5
1,954
1,954
948
0
0
948
1
0
3
1
5
0
0
0
0
0
0
0
0
2
2,007
111,000
190
6,000
5
7
1,955
1,955
960
0
0
960
1
0
3
1
5
0
0
0
0
0
0
0
0
6
2,006
135,500
20
8,892
5
5
1,960
1,960
1,065
0
0
1,065
1
1
3
1
6
0
74
0
0
0
0
0
0
7
2,007
126,500
60
13,700
7
6
1,965
1,988
902
918
0
1,820
1
2
4
1
8
2
60
84
0
0
273
0
0
5
2,008
201,800
60
17,082
6
5
1,978
1,992
1,117
864
0
1,981
2
1
4
1
8
1
336
104
0
0
0
0
0
5
2,010
230,000
50
8,674
5
6
1,950
1,950
910
525
0
1,435
1
0
3
1
6
0
0
33
0
0
0
0
0
3
2,007
128,250
20
10,150
5
5
1,958
1,958
912
0
0
912
1
0
2
1
5
0
0
0
0
0
0
0
0
7
2,007
114,500
60
11,929
8
7
1,995
1,995
1,251
1,250
0
2,501
2
1
4
1
9
1
192
87
0
0
0
0
0
6
2,008
290,000
60
8,918
6
5
2,005
2,006
745
745
0
1,490
2
1
3
1
7
1
36
20
0
0
0
0
0
7
2,009
167,800
20
9,488
5
6
1,947
1,993
1,054
0
0
1,054
1
0
3
1
6
0
0
60
122
0
0
0
0
9
2,008
124,000
20
8,246
5
8
1,968
2,001
1,060
0
0
1,060
1
0
3
1
6
1
406
90
0
0
0
0
0
5
2,010
154,000
20
7,200
5
3
1,950
1,950
1,238
0
0
1,238
1
1
3
1
6
1
0
171
0
0
0
0
0
11
2,007
102,000
60
8,125
7
5
2,006
2,006
778
798
0
1,576
2
1
3
1
6
0
0
50
0
0
0
0
0
8
2,006
197,000
60
8,795
7
5
2,000
2,000
980
1,276
0
2,256
2
1
4
1
8
1
224
54
0
0
0
0
0
4
2,009
236,000
20
9,937
5
7
1,964
1,999
1,486
0
0
1,486
1
0
3
1
7
0
0
0
0
0
0
0
0
3
2,009
167,000
60
12,388
7
7
1,980
1,991
1,539
1,134
0
2,673
2
1
4
1
9
1
178
84
0
0
0
0
0
8
2,009
249,000
20
8,197
7
5
2,003
2,009
1,480
0
0
1,480
2
0
3
1
7
0
252
73
0
0
0
0
300
2
2,010
214,000
50
8,375
5
7
1,941
1,973
864
486
0
1,350
1
1
2
1
6
0
0
0
0
0
0
0
0
6
2,008
152,400
120
3,606
7
5
2,006
2,007
1,352
0
0
1,352
2
0
2
1
5
1
0
241
0
0
0
0
0
8
2,007
194,000
60
12,151
9
5
2,005
2,005
1,414
917
0
2,331
2
1
3
1
9
1
192
63
0
0
0
0
0
8
2,008
379,000
20
17,043
6
5
1,979
1,998
1,586
0
0
1,586
2
0
3
1
7
1
192
0
0
0
0
0
0
1
2,009
181,000
70
10,337
8
9
1,910
1,999
909
863
0
1,772
2
1
3
1
7
0
0
0
0
0
0
0
0
5
2,007
184,900
30
6,978
5
7
1,926
1,980
960
0
0
960
1
0
2
1
5
0
0
0
116
0
0
0
0
4
2,007
103,000
45
7,449
7
7
1,930
1,950
1,108
0
0
1,108
1
0
3
1
6
1
0
0
205
0
0
0
0
6
2,007
139,400
85
16,500
6
5
1,971
1,971
1,320
0
0
1,320
2
0
3
1
5
1
0
20
0
0
0
0
0
5
2,009
172,500
20
13,383
5
5
1,969
2,000
1,404
0
0
1,404
2
0
3
1
7
1
0
16
0
0
0
0
0
3
2,009
160,000
20
10,519
5
8
1,955
1,999
1,057
0
0
1,057
1
0
3
1
6
0
0
0
0
0
0
0
0
3
2,006
137,000
60
11,792
8
5
2,003
2,003
1,008
1,275
0
2,283
2
1
4
1
9
1
120
46
0
0
0
0
0
8
2,009
270,000
160
1,890
4
3
1,976
1,976
546
546
0
1,092
1
1
3
1
6
0
0
0
0
0
0
0
0
4
2,007
75,190
20
15,274
9
5
2,003
2,003
2,452
0
0
2,452
2
0
3
1
10
1
0
116
0
0
0
0
0
7
2,009
445,000
50
7,200
5
6
1,938
1,995
803
557
0
1,360
1
1
2
1
6
0
0
65
190
0
0
0
0
7
2,006
125,500
20
7,500
7
5
2,004
2,005
1,080
0
0
1,080
1
0
3
1
6
0
0
0
0
0
0
0
0
4
2,008
141,000
20
11,988
6
6
1,957
1,957
1,244
0
0
1,244
1
1
3
1
6
2
0
40
0
0
0
0
0
5
2,007
150,000
60
10,793
5
5
1,969
1,969
780
840
0
1,620
2
1
4
1
7
0
208
0
0
0
0
0
0
4
2,007
152,000
60
7,500
7
5
2,002
2,002
952
860
0
1,812
2
1
3
1
7
1
144
112
0
0
0
0
0
4
2,008
205,000
50
9,260
5
4
1,938
1,950
932
442
0
1,374
1
0
3
1
6
0
64
0
0
0
100
0
0
3
2,008
110,000
50
6,000
6
6
1,940
1,950
848
348
0
1,196
1
1
3
1
6
2
0
0
0
0
0
0
0
3
2,010
128,000
45
6,000
6
7
1,926
2,004
904
0
0
904
1
0
2
1
4
0
0
0
105
0
0
0
0
1
2,009
119,000
60
10,141
7
5
1,998
1,998
885
833
0
1,718
2
1
3
1
7
1
0
94
0
0
291
0
0
12
2,009
185,000
30
10,800
5
6
1,920
1,950
1,130
0
0
1,130
1
0
2
1
5
1
229
0
0
0
0
0
0
6
2,006
120,000
20
9,571
5
6
1,956
1,956
1,509
0
0
1,509
1
0
3
1
6
1
158
0
0
0
576
0
0
7
2,008
159,900
60
14,774
9
5
1,999
1,999
1,422
1,177
0
2,599
2
1
4
1
10
1
668
30
0
0
0
0
0
5
2,010
333,168
80
14,149
5
8
1,964
2,001
1,020
0
0
1,020
2
0
3
1
5
1
0
0
0
0
0
0
0
5
2,007
165,000
80
10,090
7
5
1,963
1,999
1,035
616
0
1,651
2
0
4
1
6
2
460
46
0
0
165
0
0
10
2,007
172,000
90
8,544
3
4
1,950
1,950
1,040
0
0
1,040
2
0
2
2
6
0
0
0
0
0
0
0
0
7
2,006
93,500
20
11,362
8
5
2,004
2,005
1,836
0
0
1,836
2
0
3
1
7
1
125
185
0
0
0
0
0
3
2,009
280,000
60
15,384
7
5
2,004
2,005
788
702
0
1,490
2
1
3
1
8
1
100
75
0
0
0
0
0
2
2,008
184,000
20
12,702
5
5
1,956
1,956
882
0
0
882
1
0
2
1
4
0
0
45
0
0
0
0
0
12
2,008
97,000
20
21,695
6
9
1,988
2,007
1,680
0
0
1,680
2
0
3
1
5
1
292
44
0
182
0
0
0
12
2,009
222,000
60
9,350
6
7
1,946
1,950
892
747
0
1,639
1
1
3
1
6
1
0
50
0
0
0
0
0
7
2,009
154,400
120
4,224
5
6
1,975
1,975
1,040
0
0
1,040
1
0
3
1
6
0
0
100
0
0
0
0
0
6
2,008
124,000
70
7,259
6
8
1,945
2,002
1,436
884
0
2,320
2
1
3
1
9
1
224
0
0
0
0
0
0
7
2,007
259,500
20
8,414
6
8
1,963
2,003
1,068
0
0
1,068
1
0
3
1
6
0
192
0
0
0
0
0
0
2
2,006
154,500
90
10,773
4
3
1,967
1,967
1,832
0
0
1,832
2
0
4
2
8
0
0
58
0
0
0
0
0
5
2,010
136,000
160
1,890
6
7
1,972
1,972
494
536
0
1,030
1
1
3
1
6
0
0
0
0
0
0
0
0
7
2,006
116,000
60
9,760
6
6
1,964
1,964
798
813
0
1,611
1
1
4
1
7
0
328
128
0
0
189
0
0
6
2,008
167,900
120
2,104
7
6
1,976
1,976
836
0
0
836
1
0
2
1
5
0
150
20
0
0
0
0
0
10
2,009
128,500
70
9,000
7
9
1,920
1,988
832
650
0
1,482
1
0
3
1
7
0
0
0
0
0
0
0
0
7
2,009
143,000
120
7,175
6
5
1,991
1,991
1,217
0
0
1,217
2
0
2
1
5
0
0
64
0
0
0
0
0
6
2,006
151,000
60
11,339
7
5
1,979
1,979
1,085
845
0
1,930
2
1
4
1
9
1
192
72
0
0
0
0
0
3
2,007
192,000
20
18,261
9
5
2,005
2,005
2,000
0
0
2,000
2
1
3
1
8
2
351
102
0
0
123
0
0
9
2,006
470,000
20
8,281
5
5
1,965
1,965
864
0
0
864
1
0
3
1
5
1
0
0
236
0
0
0
0
12
2,009
62,383
30
3,153
5
6
1,920
1,990
967
0
0
967
1
0
2
1
5
1
0
0
26
0
0
0
0
7
2,007
99,900
60
9,543
7
5
2,001
2,001
845
845
0
1,690
2
1
3
1
7
0
0
103
0
0
0
0
0
2
2,007
190,550
50
7,425
7
7
1,945
1,950
1,195
473
0
1,668
1
1
3
1
8
0
210
0
0
0
0
0
0
8
2,008
108,000
20
12,469
9
5
2,006
2,007
1,816
0
0
1,816
2
0
3
1
7
1
186
36
0
0
0
0
0
8
2,007
356,000
20
10,420
6
5
2,009
2,009
1,212
0
0
1,212
2
0
3
1
6
0
100
22
0
0
0
0
0
3
2,010
186,000
60
9,205
6
5
1,990
1,991
1,364
1,319
0
2,683
2
1
4
1
9
2
237
251
0
0
196
0
0
6
2,008
290,000
20
11,923
9
5
2,007
2,007
1,800
0
0
1,800
2
0
2
1
7
0
288
136
0
0
0
0
0
5
2,009
239,000
20
6,000
5
5
1,948
1,950
789
0
0
789
1
0
2
1
5
0
0
0
0
0
0
0
0
4
2,008
115,000
50
7,628
4
6
1,940
1,985
1,095
561
0
1,656
2
0
2
1
8
0
187
0
0
0
0
0
0
5
2,008
119,164
50
17,503
6
5
1,948
1,950
912
546
0
1,458
1
0
3
1
6
1
192
0
0
0
0
0
0
1
2,010
97,500
20
8,640
8
5
2,007
2,008
1,372
0
0
1,372
2
0
3
1
6
0
192
113
0
0
0
0
0
7
2,008
212,700
20
9,286
5
7
1,977
1,989
1,268
0
0
1,268
1
1
3
1
5
0
173
0
0
0
0
0
0
10
2,009
143,500