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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
20
11,000
5
6
1,976
2,003
1,178
0
0
1,178
1
1
3
1
6
0
0
44
0
0
88
0
0
6
2,007
135,000
60
7,800
7
5
2,005
2,005
891
795
0
1,686
2
1
3
1
8
0
144
101
0
0
0
0
0
4
2,006
184,000
20
15,611
5
6
1,977
1,977
1,126
0
0
1,126
2
0
3
1
6
0
180
0
0
0
0
0
0
3
2,008
175,000
160
2,544
7
5
2,005
2,005
520
623
80
1,223
2
1
2
1
4
0
0
166
0
0
0
0
0
7
2,006
149,900
160
1,477
6
9
1,970
2,007
546
546
0
1,092
2
1
3
1
6
0
187
0
0
0
0
0
0
3
2,008
98,000
20
9,200
6
6
1,965
1,965
1,136
0
0
1,136
1
0
3
1
5
1
426
0
0
0
0
0
0
7
2,008
140,000
60
8,340
6
6
1,977
1,977
686
702
0
1,388
1
1
3
1
6
0
406
36
0
0
0
0
0
12
2,006
157,500
20
11,120
6
6
1,984
1,984
1,232
0
0
1,232
2
0
3
1
6
0
0
0
0
0
0
0
0
6
2,008
162,500
30
7,000
6
8
1,926
1,998
919
0
0
919
1
0
2
1
5
0
0
0
116
0
0
0
0
7
2,008
126,000
50
6,292
7
7
1,928
1,950
877
600
0
1,477
2
0
3
1
6
1
0
50
0
0
0
0
0
8
2,009
145,000
50
9,600
5
8
1,925
1,994
842
630
0
1,472
1
0
3
1
6
0
0
0
84
0
0
0
0
7
2,007
125,000
85
7,703
6
8
1,978
1,978
1,034
0
0
1,034
1
0
3
1
6
1
311
0
0
0
0
0
0
5
2,008
153,000
70
10,690
5
7
1,920
1,997
672
672
0
1,344
1
0
3
1
6
0
0
128
218
0
0
0
0
7
2,009
147,000
60
12,018
7
5
2,008
2,008
796
816
0
1,612
2
1
3
1
6
0
0
64
0
0
0
0
0
10
2,008
218,689
20
13,070
5
5
1,951
1,951
1,112
0
0
1,112
1
0
2
1
5
0
0
0
0
0
255
0
0
10
2,009
126,000
50
9,525
6
5
1,953
1,953
1,068
541
0
1,609
1
1
5
1
7
0
0
0
0
0
0
0
0
7
2,006
149,900
160
2,280
7
5
1,999
1,999
757
744
0
1,501
2
1
3
1
6
0
0
0
0
0
0
0
0
8
2,008
179,400
30
5,925
2
4
1,940
1,950
612
0
0
612
1
0
1
1
4
0
0
0
25
0
0
0
0
10
2,009
45,000
180
1,526
4
8
1,970
2,002
630
0
0
630
1
0
1
1
3
0
0
0
0
0
0
0
0
5
2,009
86,000
160
2,665
5
7
1,976
1,976
925
550
0
1,475
2
0
4
1
6
1
92
26
0
0
0
0
0
5
2,008
129,500
20
8,593
4
6
1,957
1,957
907
0
0
907
1
0
3
1
5
0
0
0
0
0
0
0
0
7
2,008
109,008
20
7,153
6
5
1,991
1,991
1,294
0
0
1,294
2
0
3
1
6
0
112
51
0
0
0
0
0
6
2,008
179,200
90
12,640
6
5
1,976
1,976
1,728
0
0
1,728
2
0
4
2
8
0
40
0
0
0
0
0
0
7
2,006
150,900
20
11,341
5
6
1,957
1,996
1,392
0
0
1,392
1
1
3
1
5
1
0
0
0
0
95
0
0
5
2,010
121,500
20
7,980
6
7
1,992
2,007
1,187
0
0
1,187
2
0
3
1
6
0
483
21
0
0
0
0
500
3
2,010
185,000
180
1,936
4
6
1,970
1,970
630
0
0
630
1
0
1
1
3
0
0
0
0
0
0
0
0
12
2,007
84,500
160
1,300
6
6
1,980
1,980
561
668
0
1,229
1
1
2
1
5
1
150
0
0
0
0
0
0
5
2,009
124,000
190
10,120
7
4
1,910
1,950
964
925
0
1,889
1
1
4
2
9
1
0
0
264
0
0
0
0
1
2,007
122,000
60
8,750
7
5
1,994
1,995
933
975
0
1,908
2
1
4
1
8
1
144
133
0
0
0
0
0
7
2,008
210,000
70
4,571
5
7
1,910
1,950
616
616
0
1,232
1
0
3
1
6
0
280
0
143
0
0
0
0
6
2,007
114,000
80
6,285
6
6
1,976
1,976
1,044
0
0
1,044
1
0
3
1
7
1
228
0
0
0
0
0
0
4
2,007
133,500
50
5,000
6
7
1,947
1,950
1,004
660
0
1,664
2
0
3
1
7
2
0
24
36
0
0
0
0
10
2,006
159,000
50
10,320
4
1
1,910
1,950
866
504
114
1,484
2
0
3
1
6
0
14
211
0
0
84
0
0
9
2,007
50,000
20
20,064
8
6
1,976
1,976
1,743
0
0
1,743
0
1
0
1
5
2
646
0
0
0
0
0
0
5
2,007
279,000
120
3,182
7
5
2,005
2,006
1,504
0
0
1,504
2
0
1
1
7
1
156
0
0
0
0
0
0
5
2,009
181,000
80
9,600
6
6
1,955
1,996
1,661
0
0
1,661
1
0
3
1
8
1
0
28
0
0
178
0
0
10
2,008
165,500
120
3,784
8
5
2,006
2,007
1,565
0
0
1,565
2
0
2
1
5
0
0
120
0
0
0
0
0
2
2,007
193,800
180
1,491
4
6
1,972
1,972
630
0
0
630
1
0
1
1
3
0
96
24
0
0
0
0
0
5
2,010
75,500
30
4,800
5
4
1,940
1,950
672
0
0
672
1
0
2
1
4
0
0
0
0
0
0
0
0
8
2,008
64,000
20
10,130
8
5
2,007
2,007
1,702
0
0
1,702
2
0
3
1
7
1
0
69
0
0
0
0
0
3
2,009
275,500
60
9,605
7
5
2,006
2,006
982
995
0
1,977
2
1
3
1
7
0
240
53
0
0
0
0
0
7
2,007
250,000
20
20,062
7
7
1,977
2,001
1,483
0
0
1,483
1
1
1
1
4
2
496
0
0
0
0
0
0
4
2,010
270,000
190
10,615
3
5
1,900
1,970
1,014
685
0
1,699
2
0
3
2
7
0
0
74
0
0
0
0
0
8
2,009
95,000
30
13,907
5
6
1,940
1,969
996
0
0
996
1
0
3
1
6
1
144
0
0
0
0
0
0
7
2,008
108,000
160
1,680
6
3
1,971
1,971
483
504
0
987
1
1
2
1
5
0
0
0
0
0
0
0
0
8
2,008
89,500
60
18,062
10
5
2,006
2,006
1,528
1,862
0
3,390
3
1
5
1
10
1
204
34
0
0
0
0
0
9
2,006
545,224
120
6,710
6
5
1,996
1,997
936
0
0
936
0
1
0
1
3
0
0
40
0
0
0
0
0
6
2,007
140,000
160
1,782
6
6
1,980
1,980
529
516
0
1,045
1
0
2
1
5
1
180
0
0
0
0
0
0
12
2,007
123,900
20
6,500
6
6
1,976
1,976
1,127
0
0
1,127
1
1
3
1
6
1
0
0
138
0
0
0
0
5
2,008
135,000
60
10,021
6
6
1,997
2,006
646
662
0
1,308
2
1
3
1
6
0
142
54
0
0
0
0
0
5
2,007
175,000
50
12,822
7
5
2,003
2,003
1,518
631
0
2,149
1
1
1
1
6
1
168
43
0
0
198
0
0
8
2,009
239,686
60
16,023
9
5
2,005
2,006
1,414
1,384
0
2,798
3
1
3
1
11
1
182
37
0
0
0
0
0
3
2,006
457,347
45
9,600
5
7
1,949
2,003
893
0
0
893
1
0
2
1
4
0
0
0
0
0
0
0
0
5
2,007
135,000
20
9,547
7
6
1,993
1,993
1,594
0
0
1,594
2
0
2
1
6
1
190
80
0
0
0
0
0
7
2,007
188,500
120
11,064
8
5
1,995
1,995
1,239
0
0
1,239
1
1
1
1
4
1
172
24
0
0
0
0
0
8
2,008
217,500
80
15,400
5
5
1,961
1,961
904
611
259
1,774
2
0
4
1
8
1
290
40
0
0
0
0
0
7
2,009
165,000
60
29,959
7
6
1,994
1,994
979
871
0
1,850
2
1
3
1
7
1
168
98
0
0
0
0
0
1
2,009
248,000
60
13,654
9
5
2,005
2,006
1,722
1,036
0
2,758
2
1
4
1
9
1
282
55
0
0
0
0
0
5
2,007
418,000
20
8,640
7
5
2,008
2,008
1,402
0
0
1,402
2
0
3
1
7
0
205
126
0
0
0
0
0
5
2,009
229,800
70
2,500
7
8
1,915
2,005
916
910
0
1,826
1
1
4
1
7
1
0
0
0
0
0
0
0
6
2,009
155,000
60
12,447
8
5
2,005
2,006
1,116
848
0
1,964
2
1
3
1
8
1
200
70
0
0
0
0
0
1
2,006
252,000
20
11,479
6
7
1,950
1,987
1,074
0
0
1,074
1
0
3
1
6
1
0
52
52
0
0
0
0
6
2,010
144,500
120
4,054
7
6
1,987
1,987
1,501
0
0
1,501
2
0
2
1
5
2
240
0
0
0
0
0
0
10
2,007
244,000
80
11,454
8
5
1,995
1,995
1,511
0
0
1,511
2
0
3
1
6
1
168
42
0
0
0
0
0
2
2,008
225,000
120
7,380
8
5
1,998
1,998
1,478
0
0
1,478
2
0
2
1
5
0
168
43
0
0
0
0
0
7
2,009
240,000
50
7,500
6
6
1,947
1,950
900
412
0
1,312
1
1
3
1
6
0
0
28
0
0
0
0
0
10
2,006
127,000
20
13,560
6
3
1,968
1,968
1,392
0
0
1,392
1
0
2
1
5
2
0
0
240
0
0
0
0
7
2,009
110,000
20
10,400
7
5
1,976
1,976
1,370
0
0
1,370
2
0
3
1
6
1
0
0
0
0
0
0
0
6
2,009
152,000
160
1,476
4
7
1,970
1,970
546
546
0
1,092
1
1
3
1
5
0
200
26
0
0
0
0
0
3
2,010
76,000
80
9,020
6
5
1,964
1,964
1,350
0
0
1,350
1
1
3
1
6
0
176
0
0
0
0
0
0
6
2,008
168,500
80
8,163
5
6
1,959
1,959
1,144
0
0
1,144
1
0
3
1
6
1
86
0
0
0
0
0
0
3
2,006
143,000
60
9,780
7
9
1,950
2,005
976
976
0
1,952
1
1
4
1
8
2
285
0
0
0
216
0
0
4
2,007
212,300
90
10,890
5
6
1,923
1,950
1,296
1,296
0
2,592
2
0
6
2
12
0
0
742
240
0
0
0
1,512
1
2,007
150,000
20
17,871
4
5
1,995
1,996
1,680
0
0
1,680
2
0
4
1
7
0
152
0
0
0
0
0
0
6
2,007
170,000
20
7,903
5
5
1,960
1,960
1,242
0
0
1,242
1
1
3
1
6
0
0
0
0
0
0
0
0
5
2,007
152,000
60
7,713
7
5
2,007
2,007
728
728
0
1,456
2
1
3
1
7
0
100
24
0
0
0
0
0
7
2,007
177,594
50
9,600
6
8
1,900
2,004
940
476
0
1,416
1
0
3
1
7
0
0
24
0
0
0
0
0
6
2,006
156,500
60
16,779
5
4
1,920
1,996
1,567
1,087
0
2,654
3
0
4
1
11
1
128
570
0
0
0
0
500
5
2,007
158,000
180
3,675
6
5
2,005
2,006
1,072
0
0
1,072
1
0
2
1
5
0
0
28
0
0
0
0
0
4
2,009
145,500
20
70,761
7
5
1,975
1,975
1,533
0
0
1,533
2
0
2
1
5
2
200
54
0
0
0
0
0
12
2,006
280,000
20
12,671
6
7
1,954
1,994
2,422
0
0
2,422
3
0
4
1
6
2
0
63
0
0
144
0
0
7
2,007
255,000
60
9,900
7
5
1,993
1,993
1,372
1,274
0
2,646
2
1
4
1
9
1
340
60
144
0
0
0
0
4
2,009
260,000
120
4,045
7
5
2,006
2,006
1,500
0
0
1,500
2
0
2
1
6
1
161
20
0
0
0
0
0
10
2,006
246,578
90
7,032
5
5
1,979
1,979
943
0
0
943
1
0
2
1
4
2
42
0
0
0
0
0
0
12
2,006
135,960
20
13,770
5
6
1,958
1,998
1,176
0
0
1,176
1
0
3
1
6
2
0
0
0
0
0
0
0
10
2,007
137,000
30
4,280
5
6
1,913
2,002
694
0
0
694
1
0
2
1
4
1
0
0
34
0
0
0
0
3
2,007
90,350
120
5,389
8
5
1,995
1,996
1,616
0
0
1,616
2
0
2
1
5
1
237
152
0
0
0
0
0
3
2,010
236,500
90
7,007
5
5
1,979
1,979
1,513
0
0
1,513
2
0
4
2
8
0
0
0
0
0
0
0
0
6
2,009
113,722
20
8,510
5
7
1,971
1,971
1,050
0
0
1,050
1
1
3
1
6
0
0
0
0
0
0
0
0
7
2,009
143,000
60
8,726
7
5
2,002
2,002
872
1,037
0
1,909
2
1
4
1
8
0
0
108
0
0
0
0
0
9
2,006
197,000
20
9,532
4
6
1,953
1,953
1,647
0
0
1,647
1
0
3
1
6
1
225
0
0
0
0
368
0
2
2,007
153,000
60
10,574
8
5
2,005
2,006
1,082
871
0
1,953
2
1
3
1
9
1
160
50
0
0
0
0
0
5
2,009
252,000
20
7,800
5
7
1,967
2,004
899
0
0
899
1
0
3
1
5
0
64
0
0
0
0
0
0
6
2,009
130,000
60
9,760
6
8
1,964
1,993
1,020
831
0
1,851
2
1
3
1
7
1
239
42
0
0
0
0
0
7
2,007
187,000
50
11,344
5
5
1,958
1,958
874
650
0
1,524
1
1
3
1
7
0
0
0
0
0
0
0
0
7
2,007
144,000
60
9,600
7
5
1,974
1,974
1,165
896
0
2,061
2
1
4
1
8
1
0
77
0
0
196
0
0
5
2,009
168,500
60
13,125
7
5
1,991
1,991
912
1,215
0
2,127
2
1
4
1
8
1
72
192
224
0
0
0
0
11
2,007
238,000
90
6,270
5
6
1,949
1,950
1,001
1,001
0
2,002
2
0
4
2
8
0
0
0
0
0
0
0
0
8
2,007
145,000
50
7,550
4
5
1,920
1,950
986
376
0
1,362
2
0
4
1
7
0
0
0
0
0
0
0
0
3
2,007
96,000
60
26,178
7
5
1,989
1,990
1,238
1,281
0
2,519
2
1
4
1
9
2
320
27
0
0
0
0
0
4
2,006
335,000