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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
120
7,313
9
5
2,005
2,005
1,561
0
0
1,561
2
0
2
1
6
1
203
47
0
0
0
0
0
8
2,007
277,500
160
3,612
6
5
1,993
1,994
630
690
0
1,320
2
1
3
1
5
0
0
48
0
0
0
0
0
6
2,006
137,000
60
9,801
8
5
2,007
2,007
1,341
520
0
1,861
3
0
3
1
7
1
144
60
0
0
0
0
0
7
2,008
257,000
20
8,638
5
6
1,963
1,963
925
0
0
925
1
0
2
1
5
0
203
74
0
0
0
0
0
10
2,006
133,500
20
8,993
7
5
2,007
2,007
1,302
0
0
1,302
2
0
3
1
6
0
0
22
0
0
0
0
0
8
2,007
176,485
60
13,006
7
5
1,997
1,997
993
1,243
0
2,236
2
1
4
1
8
1
0
0
0
0
0
0
0
11
2,006
222,000
20
27,650
7
7
1,960
2,007
2,069
0
0
2,069
2
0
4
1
9
1
0
0
0
0
0
0
0
11
2,008
242,000
60
14,762
5
6
1,948
1,950
1,547
720
53
2,320
2
0
2
1
7
1
120
144
0
0
0
0
0
5
2,006
169,000
20
12,878
7
5
2,003
2,004
1,760
0
0
1,760
2
0
3
1
8
1
165
190
0
0
0
0
0
6
2,009
269,500
85
9,750
6
6
1,977
1,977
926
0
0
926
1
0
2
1
5
1
319
0
0
0
0
0
0
4
2,009
156,450
30
10,410
3
8
1,930
2,001
713
0
0
713
1
0
2
1
5
0
0
75
161
0
0
0
0
10
2,006
99,800
50
6,120
3
5
1,930
1,950
728
434
0
1,162
1
0
3
1
6
0
0
24
0
0
0
0
0
11
2,006
75,000
85
9,180
5
7
1,983
1,983
884
0
0
884
1
0
2
1
5
0
240
0
0
0
0
0
0
12
2,007
144,000
120
5,063
7
5
2,007
2,008
1,314
0
0
1,314
2
0
2
1
6
1
172
62
0
0
0
0
0
4
2,009
207,500
20
8,750
5
5
1,956
1,956
1,202
0
0
1,202
1
0
3
1
6
0
0
35
120
0
0
0
0
11
2,009
120,000
20
7,697
7
6
2,007
2,007
1,258
0
0
1,258
2
0
3
1
6
0
0
0
0
0
0
0
0
8
2,007
173,500
90
7,711
4
3
1,977
1,977
1,440
0
0
1,440
2
0
4
2
8
0
321
0
0
0
0
0
0
8
2,007
150,000
60
11,025
8
5
1,992
1,993
1,520
1,306
0
2,826
2
1
3
1
9
3
177
208
186
0
0
0
0
10
2,006
334,000
20
14,828
9
5
2,004
2,005
1,780
0
0
1,780
2
0
2
1
7
1
144
68
0
0
0
0
0
8
2,006
378,000
60
8,924
7
5
1,998
1,999
880
844
0
1,724
2
1
3
1
8
0
120
155
0
0
0
0
0
7
2,008
188,000
60
14,054
7
5
2,006
2,006
879
984
0
1,863
2
1
4
1
9
1
100
17
0
0
0
0
0
11
2,006
219,210
80
10,385
6
6
1,978
1,978
1,282
0
0
1,282
2
0
3
1
6
0
386
0
0
0
0
0
0
4
2,006
174,000
60
9,839
6
8
1,980
2,006
1,375
862
0
2,237
2
1
3
1
7
1
305
24
0
0
0
0
2,500
2
2,009
204,000
80
15,584
5
5
1,956
1,956
2,071
0
0
2,071
1
1
4
1
9
1
131
28
0
0
0
0
0
10
2,009
165,000
75
7,793
7
7
1,922
2,005
1,160
908
0
2,068
1
1
3
1
8
1
0
0
60
0
0
0
0
5
2,010
209,500
45
5,680
5
4
1,901
1,950
933
240
0
1,173
2
0
3
1
7
0
0
25
77
0
0
0
0
9
2,007
113,000
60
16,770
7
5
1,998
1,998
1,195
644
0
1,839
2
1
4
1
7
0
0
81
0
0
0
0
0
6
2,010
221,000
120
9,549
8
5
1,995
1,996
1,494
0
0
1,494
1
1
2
1
6
1
0
30
0
0
216
0
0
4
2,006
270,000
85
10,012
4
5
1,972
1,972
1,181
0
0
1,181
2
0
3
1
6
0
0
0
180
0
0
0
0
4
2,008
137,500
20
9,600
4
7
1,950
1,995
1,067
0
0
1,067
2
0
2
1
4
0
290
0
0
0
0
0
0
2
2,010
128,000
50
6,171
6
6
1,925
1,990
1,160
448
0
1,608
2
1
3
1
7
1
147
16
0
0
0
0
0
10
2,009
137,450
60
8,333
7
5
2,006
2,006
738
753
0
1,491
2
1
3
1
7
1
100
30
0
0
0
0
0
5
2,007
168,675
20
10,751
5
5
1,974
1,974
1,037
0
0
1,037
1
0
2
1
5
0
136
47
0
0
0
0
0
8
2,007
129,000
20
9,600
5
8
1,950
2,006
1,337
0
0
1,337
1
0
3
1
7
1
0
192
0
0
0
0
0
9
2,008
141,500
40
23,595
7
6
1,979
1,979
1,332
192
0
1,524
0
1
0
1
4
1
268
0
0
0
0
0
0
4
2,010
260,000
190
4,456
4
5
1,920
2,008
736
716
0
1,452
2
0
2
3
8
0
0
0
102
0
0
0
0
6
2,009
113,000
30
7,200
5
4
1,910
2,006
1,022
0
0
1,022
1
0
2
1
4
0
0
30
226
0
0
0
0
6
2,009
85,000
20
15,431
10
5
2,008
2,008
2,402
0
0
2,402
2
0
2
1
10
2
0
72
0
0
170
0
0
4
2,009
555,000
60
12,732
7
6
1,974
1,974
1,285
782
0
2,067
2
1
3
1
7
2
297
40
0
0
0
0
0
6
2,009
206,000
20
10,712
5
5
1,991
1,992
974
0
0
974
1
0
3
1
5
0
0
28
0
0
0
0
0
9
2,007
93,500
60
8,127
7
5
2,003
2,003
812
841
0
1,653
2
1
3
1
6
0
0
45
0
0
0
0
0
3
2,009
209,000
60
7,700
6
5
1,966
1,966
1,051
788
0
1,839
1
1
4
1
7
1
0
124
216
0
0
0
0
6
2,010
155,000
60
11,075
6
5
1,969
1,969
1,092
1,020
0
2,112
2
1
4
1
9
2
280
0
0
0
0
0
0
6
2,008
206,900
60
7,703
6
6
1,992
1,992
833
897
0
1,730
2
1
3
1
6
0
0
91
0
0
168
0
0
11
2,009
171,500
20
8,368
7
5
2,006
2,007
1,689
0
0
1,689
2
0
3
1
7
0
100
39
0
0
0
0
0
4
2,007
231,713
70
9,928
7
8
1,915
1,994
1,272
672
0
1,944
2
0
3
1
8
0
24
28
0
0
0
0
400
6
2,009
179,900
120
3,922
7
5
2,006
2,007
1,402
0
0
1,402
0
2
2
1
7
1
120
16
0
0
0
0
0
2
2,007
194,201
20
10,159
9
5
2,009
2,010
1,940
0
0
1,940
2
1
3
1
8
1
168
95
0
0
0
0
0
4
2,010
395,192
190
9,900
5
4
1,915
1,950
1,212
180
0
1,392
1
0
3
1
6
0
0
0
168
0
0
0
0
2
2,010
100,000
60
14,565
7
5
1,994
1,995
832
825
0
1,657
2
1
3
1
6
0
144
74
0
0
0
0
2,000
11
2,008
189,000
20
9,928
7
5
1,991
1,992
1,478
0
0
1,478
2
0
3
1
6
1
114
22
0
0
0
0
0
5
2,007
210,000
90
9,100
5
5
1,963
1,963
1,728
0
0
1,728
2
0
6
2
10
0
0
0
0
0
0
0
0
11
2,006
125,000
30
11,340
6
5
1,923
1,950
1,200
0
0
1,200
1
0
4
1
7
0
0
0
228
0
0
0
0
3
2,006
125,000
180
1,470
4
6
1,970
1,970
630
0
0
630
1
0
1
1
3
0
0
0
0
0
0
0
0
4
2,006
73,000
160
2,628
7
5
2,003
2,003
764
862
0
1,626
2
1
2
1
6
0
0
27
0
0
0
0
0
6
2,010
175,500
30
6,240
4
5
1,925
1,950
848
0
360
1,208
1
0
2
1
5
0
0
23
112
0
0
0
0
1
2,009
103,000
20
8,089
8
6
2,007
2,007
1,419
0
0
1,419
2
0
2
1
7
1
140
0
0
0
0
0
0
10
2,007
392,000
20
5,175
5
8
1,958
2,000
808
0
0
808
1
0
2
1
5
0
143
0
0
0
0
0
0
7
2,007
112,000
50
9,084
5
6
1,941
1,950
616
495
0
1,111
1
0
3
1
5
0
48
0
0
0
0
0
0
3
2,008
95,000
20
14,601
9
5
2,006
2,006
1,838
0
0
1,838
2
0
2
1
8
1
270
68
0
0
0
0
0
3
2,009
315,000
120
2,887
6
5
1,996
1,997
1,291
0
0
1,291
1
0
2
1
6
1
307
0
0
0
0
0
0
11
2,008
173,000
20
10,994
8
5
2,005
2,006
1,844
0
0
1,844
2
0
2
1
7
1
165
44
0
0
0
0
0
9
2,009
257,000
50
5,830
5
6
1,950
1,997
1,030
582
0
1,612
1
1
3
1
7
0
0
0
0
0
0
0
0
3
2,010
128,500
60
11,911
6
5
2,005
2,005
684
876
0
1,560
2
1
3
1
6
1
100
38
0
0
0
0
0
3
2,009
174,000
20
9,742
8
5
2,002
2,002
1,795
0
0
1,795
2
0
3
1
7
1
171
159
0
0
0
0
0
9
2,008
230,000
70
9,650
6
3
1,923
1,950
819
784
0
1,603
1
0
4
1
7
1
0
217
0
0
0
0
0
6
2,008
138,000
180
3,675
6
5
2,005
2,006
1,072
0
0
1,072
2
0
2
1
5
0
0
44
0
0
0
0
0
6
2,006
140,000
50
6,000
5
8
1,925
1,997
884
464
0
1,348
1
0
3
1
5
1
0
0
208
0
0
0
0
5
2,009
117,000
60
8,880
7
5
1,994
2,002
1,222
888
0
2,110
2
1
3
1
8
2
0
130
0
0
0
0
0
5
2,010
205,000
30
6,120
2
3
1,936
1,950
800
0
0
800
1
0
1
1
4
1
0
0
0
0
0
0
0
1
2,009
60,000
50
6,000
6
6
1,939
1,950
825
587
0
1,412
1
0
4
1
6
1
45
0
0
0
0
0
0
5
2,009
132,500
90
9,555
5
6
1,979
1,979
1,100
1,133
0
2,233
2
1
5
2
11
0
0
0
0
0
0
0
0
2
2,007
141,000
60
16,659
8
5
2,007
2,008
1,582
570
0
2,152
2
1
3
1
7
1
0
368
0
0
0
0
0
6
2,007
260,116
20
8,777
4
5
1,949
2,003
1,126
0
0
1,126
2
0
2
1
5
0
0
96
0
0
0
0
0
5
2,009
108,000
160
2,160
5
6
1,973
1,973
765
600
0
1,365
1
1
3
1
7
1
0
36
0
0
0
0
0
6
2,006
125,500
50
8,850
6
7
1,920
1,950
752
624
0
1,376
1
0
3
1
7
0
0
54
144
0
0
0
0
2
2,007
165,000
160
2,058
6
5
1,973
1,973
672
546
0
1,218
1
1
4
1
7
0
0
28
0
0
0
0
0
12
2,007
113,700
80
10,780
5
5
1,976
1,976
954
0
0
954
1
0
3
1
6
0
0
0
0
0
0
0
0
7
2,006
132,500
60
9,636
6
5
1,992
1,993
808
785
0
1,593
2
1
3
1
7
1
342
40
0
0
0
0
0
12
2,009
178,000
120
8,849
9
5
2,005
2,005
1,684
0
0
1,684
2
0
2
1
6
1
495
72
0
0
0
0
0
7
2,008
266,000
20
9,350
5
6
1,961
1,995
1,313
0
0
1,313
1
1
3
1
6
1
172
28
0
0
121
0
0
2
2,009
153,000
50
6,240
5
7
1,936
1,980
548
492
0
1,040
1
0
2
1
5
0
306
0
32
0
0
0
0
5
2,010
123,900
20
12,615
6
7
1,950
2,001
2,158
0
0
2,158
2
0
4
1
7
1
0
29
39
0
0
0
0
6
2,007
243,000
160
2,880
7
5
2,004
2,005
1,376
1,629
0
3,005
2
1
3
1
9
1
0
177
0
0
0
0
0
7
2,009
280,750
20
8,125
5
7
1,965
2,005
925
0
0
925
1
0
3
1
5
0
233
0
0
0
0
0
0
7
2,008
135,000
60
10,237
6
5
2,005
2,006
728
728
0
1,456
2
1
3
1
8
1
0
24
0
0
0
0
0
2
2,006
170,440
20
12,774
5
5
1,953
1,953
950
0
0
950
1
0
2
1
5
0
0
32
0
0
0
0
0
7
2,008
130,000
20
12,243
5
6
1,971
1,971
1,484
0
0
1,484
2
0
3
1
7
1
224
0
0
0
180
0
0
2
2,007
175,000
20
11,645
8
5
2,005
2,006
1,498
0
0
1,498
2
0
3
1
7
1
144
98
0
0
0
0
0
3
2,009
237,000
20
25,286
4
5
1,963
1,963
1,040
0
0
1,040
1
0
3
1
5
0
0
0
0
0
0
0
0
1
2,007
132,250
20
7,993
7
5
2,008
2,009
1,436
0
0
1,436
2
0
3
1
6
0
0
121
0
0
0
0
0
10
2,009
225,000
60
63,887
10
5
2,008
2,008
4,692
950
0
5,642
2
1
3
1
12
3
214
292
0
0
0
480
0
1
2,008
160,000
70
10,800
7
7
1,890
1,999
1,313
1,182
0
2,495
2
0
5
1
10
1
0
299
0
0
0
0
0
12
2,008
184,000
80
7,706
6
5
1,993
1,996
1,091
0
0
1,091
1
0
2
1
5
0
280
0
0
0
0
0
700
8
2,009
131,250
85
10,441
5
5
1,992
1,992
970
0
0
970
1
0
3
1
6
0
80
32
0
0
0
0
700
7
2,006
132,000
20
9,360
6
7
1,972
2,006
1,381
0
0
1,381
1
1
3
1
5
1
0
0
0
0
0
0
0
3
2,010
197,500
50
5,720
5
6
1,941
1,950
676
455
0
1,131
1
1
3
1
5
0
26
0
0
0
0
0
0
8
2,009
66,500
20
9,100
7
5
2,000
2,000
1,525
0
0
1,525
2
0
3
1
6
0
219
36
0
0
0
0
0
9
2,006
235,000
160
2,544
7
5
2,004
2,005
600
600
0
1,200
2
1
2
1
4
0
0
172
0
0
0
0
0
2
2,010
149,500
70
7,588
7
6
1,920
1,950
901
901
0
1,802
1
1
4
1
9
1
0
0
40
0
0
0
0
7
2,006
200,100