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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
9,430
8
5
1,999
1,999
1,268
1,097
0
2,365
2
1
3
1
8
1
0
128
0
0
180
0
0
7
2,009
337,000
20
5,470
3
5
1,958
1,958
792
0
0
792
1
0
2
1
4
0
0
90
0
0
0
0
0
8
2,009
99,900
50
10,800
4
4
1,949
1,950
720
472
0
1,192
1
1
4
1
6
0
0
0
0
0
0
0
0
12
2,006
135,000
20
9,200
5
6
1,975
1,980
938
0
0
938
1
0
3
1
5
0
145
0
0
0
0
0
0
7
2,008
130,250
20
11,875
5
5
1,999
1,999
1,344
0
0
1,344
2
0
3
1
7
1
328
0
0
0
0
0
0
6
2,010
166,500
50
9,600
5
7
1,940
1,950
976
332
0
1,308
1
1
2
1
7
2
0
70
0
0
0
0
0
6
2,009
160,000
60
9,370
6
5
1,992
1,993
844
887
0
1,731
2
1
3
1
7
0
307
85
0
0
224
0
3,000
10
2,006
248,500
85
9,825
5
5
1,967
1,967
936
0
0
936
1
0
2
1
4
1
405
0
0
0
0
0
450
8
2,007
118,500
20
12,890
6
5
1,989
1,989
1,495
0
0
1,495
2
0
3
1
8
1
252
0
192
0
0
0
0
7
2,008
150,000
20
10,635
8
5
2,003
2,003
1,668
0
0
1,668
2
0
3
1
8
1
0
262
0
0
0
0
0
5
2,010
232,000
20
10,265
5
7
1,967
2,005
992
0
0
992
1
0
3
1
6
0
204
0
0
0
0
0
600
7
2,008
145,000
30
7,890
6
6
1,939
1,950
856
0
0
856
1
0
2
1
4
1
0
0
0
0
166
0
0
3
2,010
126,000
20
8,000
5
5
1,962
1,962
1,027
0
0
1,027
1
0
3
1
6
0
0
0
0
0
0
0
0
11
2,008
125,900
20
10,235
8
5
2,007
2,007
1,651
0
0
1,651
2
0
3
1
7
1
192
64
0
0
0
0
0
9
2,007
246,500
50
6,191
5
4
1,941
1,950
824
464
0
1,288
1
0
4
1
6
0
0
0
0
0
0
0
0
11
2,006
112,000
20
25,485
6
4
1,960
1,960
1,560
0
0
1,560
1
1
3
1
6
3
0
75
584
0
0
0
0
5
2,007
201,000
160
1,680
5
5
1,972
1,972
630
672
0
1,302
2
1
3
1
6
0
0
0
0
0
0
0
0
12
2,008
111,750
120
3,907
8
5
1,989
1,989
1,191
0
0
1,191
2
0
2
1
5
1
112
81
0
0
0
0
0
3
2,010
162,500
190
9,142
5
5
1,900
2,006
830
797
0
1,627
2
0
4
2
10
0
192
0
60
0
0
0
0
2
2,008
139,500
80
8,872
6
5
1,997
1,997
754
630
0
1,384
2
1
3
1
7
1
0
0
0
0
0
0
0
3
2,007
161,500
20
7,560
5
5
1,959
1,959
1,040
0
0
1,040
1
0
3
1
6
0
140
0
252
0
0
0
0
7
2,006
133,700
20
9,000
5
5
1,954
1,954
1,128
0
0
1,128
1
0
2
1
5
0
0
0
0
0
0
0
0
6
2,006
118,000
60
13,143
8
5
1,993
1,993
1,251
1,098
0
2,349
2
1
4
1
9
1
32
130
0
0
0
0
0
6
2,010
362,500
60
9,675
7
5
2,005
2,005
1,113
858
0
1,971
2
1
3
1
8
1
0
48
0
0
0
0
0
2
2,009
253,000
30
8,520
5
6
1,923
2,006
968
0
0
968
1
0
2
1
5
0
0
0
184
0
0
0
0
7
2,007
100,000
20
13,008
6
5
1,956
1,956
882
0
0
882
1
0
2
1
5
0
0
0
0
0
0
0
0
10
2,009
124,500
50
10,320
4
5
1,924
1,950
834
596
0
1,430
2
0
3
1
7
0
218
0
0
0
210
0
0
10
2,006
107,000
70
11,700
7
7
1,880
2,003
1,320
1,320
0
2,640
1
1
4
1
8
1
181
0
386
0
0
0
0
5
2,009
265,979
20
16,492
6
6
1,966
2,002
1,888
0
0
1,888
2
1
2
1
6
1
0
0
0
0
0
0
0
6
2,010
190,000
120
4,500
6
5
1,998
1,998
1,337
0
0
1,337
2
0
2
1
5
0
0
199
0
0
0
0
0
3
2,006
153,500
90
7,728
5
6
1,962
1,962
1,190
0
0
1,190
1
0
3
1
6
0
0
18
0
0
0
0
0
5
2,006
132,500
60
8,963
8
9
1,976
1,996
1,175
1,540
0
2,715
3
1
4
1
11
2
0
204
0
0
0
0
0
7
2,008
299,800
20
9,000
4
7
1,971
2,006
864
0
0
864
1
0
3
1
5
0
200
0
0
0
0
0
0
7
2,009
130,000
85
12,122
7
9
1,961
2,007
999
0
0
999
1
0
3
1
6
0
144
76
0
0
0
0
0
7
2,008
178,400
60
9,462
5
6
1,949
1,973
1,024
704
0
1,728
1
1
3
1
7
1
245
60
0
0
0
0
0
7
2,006
137,000
20
11,825
8
5
2,006
2,007
1,694
0
0
1,694
2
0
3
1
7
1
0
112
0
0
0
0
0
6
2,007
322,400
120
10,110
9
5
2,008
2,008
1,866
0
0
1,866
2
0
2
1
7
1
0
48
0
0
0
0
0
11
2,008
336,860
60
17,433
8
5
1,998
1,998
1,645
830
0
2,475
2
1
4
1
7
1
23
172
0
0
256
0
0
1
2,010
355,000
70
6,120
5
8
1,920
2,004
939
574
0
1,513
1
1
4
1
8
0
24
0
150
0
0
0
0
5
2,007
137,500
80
10,500
5
7
1,971
2,005
576
533
0
1,109
1
0
3
1
5
0
35
0
0
0
0
0
0
12
2,007
139,000
120
4,500
6
5
1,997
1,997
1,189
0
0
1,189
2
0
2
1
4
0
0
122
0
0
0
0
0
4
2,008
160,500
190
11,235
5
5
1,963
1,963
999
0
0
999
1
0
3
1
6
0
40
176
0
0
0
0
0
3
2,007
130,000
80
12,700
6
5
1,964
1,964
1,246
0
0
1,246
1
0
3
1
6
2
0
69
0
0
0
0
0
11
2,006
172,000
60
8,738
7
5
1,999
1,999
1,005
1,286
0
2,291
2
1
4
1
8
1
192
0
0
0
0
0
0
2
2,006
230,000
50
11,767
4
7
1,910
2,000
796
550
0
1,346
1
1
2
1
6
0
168
24
0
0
0
0
0
5
2,007
112,000
20
8,973
5
7
1,958
1,991
1,053
0
0
1,053
1
1
3
1
6
0
0
80
0
180
0
0
0
7
2,006
150,000
20
5,805
5
7
1,957
1,957
1,347
0
0
1,347
1
0
3
1
6
0
0
0
0
0
0
0
0
6
2,010
143,000
20
5,940
4
7
1,946
1,950
896
0
0
896
1
0
2
1
4
0
0
0
0
0
0
0
0
4
2,008
79,000
120
3,903
6
5
2,005
2,006
1,302
0
0
1,302
1
1
1
1
5
1
110
50
0
0
0
0
0
5
2,007
200,000
50
8,239
5
6
1,920
1,962
1,060
185
0
1,245
1
0
3
1
6
0
0
0
334
0
0
0
0
3
2,010
100,000
60
7,050
7
5
2,001
2,001
1,057
872
0
1,929
2
1
3
1
7
1
0
235
0
0
0
0
0
5
2,007
226,000
30
10,200
4
6
1,925
1,950
572
0
0
572
1
0
2
1
4
0
0
0
72
0
0
0
0
5
2,009
75,000
30
9,022
5
8
1,924
2,006
792
0
0
792
1
0
2
1
5
0
316
0
120
0
0
0
0
5
2,009
109,500
120
2,280
7
5
1,975
1,975
1,055
0
0
1,055
2
0
2
1
4
1
0
27
0
0
0
0
0
8
2,009
123,000
20
7,200
5
5
1,972
1,972
894
0
0
894
1
0
2
1
6
0
215
0
0
0
0
0
0
9
2,009
123,000
20
15,263
5
5
1,959
1,959
1,675
0
0
1,675
2
0
3
1
8
2
0
132
0
0
0
0
0
5
2,010
173,000
20
12,216
6
5
2,005
2,005
1,326
0
0
1,326
2
0
3
1
6
0
120
23
0
0
0
0
2,000
6
2,007
203,000
90
8,400
5
5
1,977
1,977
2,020
0
0
2,020
2
0
4
2
10
2
0
0
0
0
0
0
0
10
2,007
144,000
60
9,375
8
5
2,002
2,002
1,284
885
0
2,169
2
1
3
1
7
1
192
87
0
0
0
0
0
8
2,007
228,500
50
8,405
5
8
1,900
1,950
961
406
0
1,367
1
0
4
1
7
0
0
130
112
0
0
0
0
4
2,008
119,000
50
10,440
5
6
1,910
1,981
682
548
0
1,230
1
1
2
1
5
0
74
0
128
0
0
0
0
5
2,009
110,000
80
12,886
5
6
1,963
1,999
1,464
0
0
1,464
2
0
3
1
6
1
302
0
0
0
100
0
0
10
2,009
175,000
20
10,625
8
5
2,007
2,007
1,660
0
0
1,660
2
0
3
1
7
1
133
120
0
0
0
0
0
6
2,008
256,000
60
16,545
8
5
1,998
1,998
1,310
1,140
0
2,450
2
1
3
1
7
1
0
126
0
0
0
0
0
5
2,009
340,000
20
10,083
7
5
2,003
2,003
1,200
0
0
1,200
2
0
2
1
5
0
0
41
0
0
0
0
0
8
2,009
184,900
50
6,125
5
7
1,939
1,998
728
546
0
1,274
2
0
3
1
6
0
0
0
192
0
0
0
0
3
2,007
135,000
180
1,533
5
7
1,970
1,970
630
0
0
630
1
0
1
1
3
0
0
0
0
0
0
0
0
8
2,006
92,000
60
11,198
9
5
2,005
2,007
1,134
1,370
0
2,504
2
1
4
1
11
1
144
39
0
0
0
0
0
6
2,008
325,000
75
5,350
7
8
1,920
1,965
730
720
0
1,450
1
0
3
1
7
0
0
192
0
0
0
0
0
3
2,008
132,000
80
11,084
7
5
2,004
2,004
744
630
0
1,374
2
1
3
1
8
1
100
0
0
0
0
0
0
6
2,007
175,000
75
18,386
7
9
1,880
2,002
1,675
1,818
0
3,493
3
0
3
1
10
1
302
0
0
0
0
0
0
5
2,008
295,000
85
6,760
5
5
1,962
1,962
936
0
0
936
1
0
3
1
6
1
24
90
160
0
0
0
0
10
2,007
130,000
50
7,200
5
6
1,955
1,967
1,024
564
0
1,588
1
1
3
1
6
0
0
0
0
0
0
0
0
3
2,008
150,000
60
12,568
8
5
2,007
2,007
895
923
0
1,818
2
1
3
1
8
1
196
104
0
0
0
0
0
8
2,007
281,500
85
7,200
5
8
1,972
2,003
768
0
0
768
1
0
2
1
5
0
192
0
0
0
0
0
0
4
2,009
133,900
190
7,745
4
6
1,900
1,950
1,084
867
0
1,951
2
0
4
2
9
0
0
6
28
0
0
0
0
4
2,006
111,500
20
10,400
6
5
1,976
1,976
1,444
0
0
1,444
2
0
2
1
5
1
0
24
0
0
0
0
0
4
2,008
159,900
20
9,900
5
5
1,966
1,966
1,209
0
0
1,209
1
0
3
1
6
0
0
0
120
0
0
0
0
4
2,010
159,000
60
9,130
6
8
1,966
2,000
800
832
0
1,632
1
1
4
1
7
0
0
40
0
0
0
0
0
7
2,008
173,000
20
9,300
5
5
1,960
1,960
1,264
0
0
1,264
1
0
3
1
6
2
0
0
0
0
143
0
0
4
2,010
167,500
120
9,466
8
5
1,994
1,995
1,494
0
0
1,494
1
1
1
1
5
1
0
30
0
0
217
0
0
5
2,007
279,700
20
9,605
7
6
2,007
2,007
1,218
0
0
1,218
1
1
3
1
6
0
0
178
0
0
0
0
0
4
2,009
159,000
160
1,680
6
8
1,972
2,007
483
504
0
987
1
1
2
1
5
0
250
0
0
0
0
0
0
5
2,009
118,000
70
13,132
5
5
1,914
1,950
892
892
0
1,784
1
1
4
1
9
0
203
40
0
0
0
0
0
7
2,006
138,887
60
9,500
6
6
1,964
1,978
1,127
850
0
1,977
1
1
4
1
9
1
0
52
0
0
0
0
0
6
2,007
165,000
120
4,500
6
5
1,999
1,999
1,224
0
0
1,224
2
0
2
1
5
0
0
304
0
0
0
0
0
6
2,009
165,000
60
9,938
7
5
1,993
1,994
1,062
887
0
1,949
2
1
3
1
8
1
156
90
0
0
0
0
0
6
2,010
236,000
20
10,500
5
5
1,964
1,964
1,292
0
0
1,292
1
1
3
1
6
2
0
32
0
0
92
0
0
7
2,009
145,100
60
10,400
6
7
1,967
1,997
1,271
1,369
0
2,640
2
1
5
1
8
1
0
120
0
0
168
0
0
5
2,009
256,900
70
9,600
4
2
1,900
1,950
1,095
679
0
1,774
2
0
4
2
8
0
0
0
90
0
0
0
0
5
2,006
87,000
60
11,700
6
6
1,968
1,968
708
708
0
1,416
2
1
3
1
7
1
0
169
0
0
119
0
0
5
2,006
179,900
120
6,373
9
5
2,006
2,006
1,666
0
0
1,666
2
0
2
1
6
1
228
75
0
0
0
0
0
6
2,006
310,090
60
7,570
6
5
1,964
1,964
993
813
0
1,806
1
1
4
1
8
0
0
55
0
0
0
0
0
3
2,009
144,750
20
9,215
7
5
2,009
2,010
1,218
0
0
1,218
2
0
2
1
4
0
0
136
0
0
0
0
0
4
2,010
204,500
20
11,478
8
5
2,007
2,008
1,704
0
0
1,704
2
0
3
1
7
1
0
50
0
0
0
0
0
5
2,010
306,000
60
20,431
9
5
2,005
2,006
1,848
880
0
2,728
2
1
4
1
10
2
0
0
0
0
0
0
0
4
2,006
437,154
50
10,320
5
6
1,915
1,978
880
428
0
1,308
2
0
2
1
6
0
0
0
117
0
0
0
0
4
2,008
120,000
20
9,610
6
6
1,958
1,958
1,336
0
0
1,336
1
1
3
1
7
1
80
0
0
0
0
0
0
12
2,006
162,000
160
1,950
6
6
1,980
1,980
716
840
0
1,556
2
1
3
1
6
1
161
0
0
0
0
0
0
7
2,008
151,000
90
11,072
5
5
1,965
1,965
1,728
0
0
1,728
2
0
6
2
10
0
0
0
0
0
0
0
0
11
2,008
145,000