order
int64
1
2.93k
pid
int64
526M
1.01B
ms_subclass
int64
20
190
ms_zoning
stringclasses
7 values
lot_frontage
float64
21
313
lot_area
int64
1.3k
215k
street
stringclasses
2 values
alley
stringclasses
2 values
lot_shape
stringclasses
4 values
land_contour
stringclasses
4 values
utilities
stringclasses
3 values
lot_config
stringclasses
5 values
land_slope
stringclasses
3 values
neighborhood
stringclasses
28 values
condition_1
stringclasses
9 values
condition_2
stringclasses
8 values
bldg_type
stringclasses
5 values
house_style
stringclasses
8 values
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
roof_style
stringclasses
6 values
roof_matl
stringclasses
8 values
exterior_1st
stringclasses
16 values
exterior_2nd
stringclasses
17 values
mas_vnr_type
stringclasses
4 values
mas_vnr_area
float64
0
1.6k
exter_qual
stringclasses
4 values
exter_cond
stringclasses
5 values
foundation
stringclasses
6 values
bsmt_qual
stringclasses
5 values
bsmt_cond
stringclasses
5 values
bsmt_exposure
stringclasses
4 values
bsmtfin_type_1
stringclasses
6 values
bsmtfin_sf_1
float64
0
5.64k
bsmtfin_type_2
stringclasses
6 values
bsmtfin_sf_2
float64
0
1.53k
bsmt_unf_sf
float64
0
2.34k
total_bsmt_sf
float64
0
6.11k
heating
stringclasses
6 values
heating_qc
stringclasses
5 values
central_air
stringclasses
2 values
electrical
stringclasses
5 values
1st_flr_sf
int64
334
5.1k
2nd_flr_sf
int64
0
2.07k
low_qual_fin_sf
int64
0
1.06k
gr_liv_area
int64
334
5.64k
bsmt_full_bath
float64
0
3
bsmt_half_bath
float64
0
2
full_bath
int64
0
4
half_bath
int64
0
2
bedroom_abvgr
int64
0
8
kitchen_abvgr
int64
0
3
kitchen_qual
stringclasses
5 values
totrms_abvgrd
int64
2
15
functional
stringclasses
8 values
fireplaces
int64
0
4
fireplace_qu
stringclasses
5 values
garage_type
stringclasses
6 values
garage_yr_blt
float64
1.9k
2.21k
garage_finish
stringclasses
3 values
garage_cars
float64
0
5
garage_area
float64
0
1.49k
garage_qual
stringclasses
5 values
garage_cond
stringclasses
5 values
paved_drive
stringclasses
3 values
wood_deck_sf
int64
0
1.42k
open_porch_sf
int64
0
742
enclosed_porch
int64
0
1.01k
3ssn_porch
int64
0
508
screen_porch
int64
0
576
pool_area
int64
0
800
pool_qc
stringclasses
4 values
fence
stringclasses
4 values
misc_feature
stringclasses
5 values
misc_val
int64
0
17k
mo_sold
int64
1
12
yr_sold
int64
2.01k
2.01k
sale_type
stringclasses
10 values
sale_condition
stringclasses
6 values
saleprice
int64
12.8k
755k
2,701
904,100,170
20
RL
100
21,370
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,950
1,950
Gable
CompShg
Wd Sdng
MetalSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
FuseA
1,640
0
0
1,640
0
0
1
0
3
1
TA
7
Min1
1
Gd
Attchd
1,950
RFn
2
394
TA
TA
Y
0
0
225
0
0
0
null
null
Shed
600
6
2,006
WD
Normal
131,000
2,702
904,101,040
80
RL
92
6,930
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
SLvl
5
4
1,958
1,958
Hip
CompShg
Wd Sdng
ImStucc
BrkFace
120
TA
TA
CBlock
TA
TA
Av
BLQ
300
Rec
294
468
1,062
GasA
Ex
Y
FuseF
1,352
0
0
1,352
0
1
1
0
3
1
Gd
6
Min2
0
null
BuiltIn
1,958
Unf
1
288
TA
TA
Y
168
0
294
0
0
0
null
null
null
0
7
2,006
WD
Abnorml
130,000
2,703
904,301,410
30
RL
55
8,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,935
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
N
SBrkr
1,032
0
0
1,032
0
0
1
0
2
1
TA
6
Typ
1
TA
Detchd
1,939
Unf
1
260
TA
TA
Y
0
0
121
0
0
0
null
null
null
0
6
2,006
WD
Normal
125,000
2,704
904,302,020
30
RL
50
5,220
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1Story
5
3
1,936
1,950
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
830
830
GasA
Gd
Y
SBrkr
879
0
0
879
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,936
Unf
1
180
TA
TA
P
0
108
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
80,000
2,705
904,302,030
20
RL
50
5,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Shed
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
Gd
Mn
GLQ
510
LwQ
373
190
1,073
GasA
Ex
Y
SBrkr
1,073
0
0
1,073
1
0
2
0
2
1
TA
4
Typ
0
null
Detchd
2,004
Unf
1
246
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
157,000
2,706
905,100,030
20
RL
75
11,235
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
4
5
1,963
1,979
Gable
CompShg
HdBoard
HdBoard
BrkFace
51
TA
TA
CBlock
TA
TA
No
Rec
547
Unf
0
504
1,051
GasA
Gd
Y
SBrkr
1,382
0
0
1,382
0
0
1
1
3
1
TA
6
Typ
1
Po
Attchd
1,974
Unf
2
459
TA
TA
Y
0
82
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
148,000
2,707
905,101,330
90
RL
72
10,791
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
Duplex
1Story
4
5
1,967
1,967
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,296
0
0
1,296
0
0
2
0
2
2
TA
6
Typ
0
null
CarPort
1,967
Unf
2
516
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
500
10
2,006
WD
Normal
90,000
2,708
905,101,450
20
RL
70
8,414
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
6
8
1,963
2,003
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
GLQ
663
Unf
0
396
1,059
GasA
TA
Y
SBrkr
1,068
0
0
1,068
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,963
RFn
1
264
TA
TA
Y
192
0
0
0
0
0
null
MnPrv
null
0
2
2,006
WD
Normal
154,500
2,709
905,103,130
20
RL
null
11,327
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Hip
CompShg
HdBoard
HdBoard
BrkFace
305
TA
TA
CBlock
TA
TA
Av
ALQ
779
Unf
0
285
1,064
GasA
TA
Y
SBrkr
1,064
0
0
1,064
0
1
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,967
Unf
2
528
TA
TA
Y
314
48
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
153,600
2,710
905,103,140
80
RL
96
11,777
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
5
6
1,966
1,966
Gable
CompShg
VinylSd
VinylSd
BrkFace
97
TA
TA
CBlock
TA
TA
Av
LwQ
328
ALQ
551
285
1,164
GasA
Ex
Y
SBrkr
1,320
0
0
1,320
1
0
1
0
3
1
TA
6
Typ
2
Fa
Attchd
1,966
RFn
2
564
TA
TA
Y
160
68
240
0
0
0
null
null
null
0
5
2,006
WD
Abnorml
164,500
2,711
905,103,180
80
RL
80
10,366
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
6
7
1,964
1,964
Gable
CompShg
HdBoard
Plywood
null
0
TA
Gd
CBlock
TA
TA
Av
GLQ
456
Unf
0
456
912
GasA
TA
Y
SBrkr
934
0
0
934
0
1
1
0
2
1
TA
4
Typ
0
null
Attchd
1,964
Unf
1
336
TA
TA
Y
77
0
0
0
0
0
null
GdPrv
Shed
500
7
2,006
WD
Normal
132,000
2,712
905,105,010
20
RL
75
9,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,966
1,966
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
773
Unf
0
286
1,059
GasA
Gd
Y
SBrkr
1,059
0
0
1,059
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,966
Fin
1
286
TA
TA
Y
0
88
0
0
0
0
null
GdWo
null
0
6
2,006
WD
Abnorml
142,500
2,713
905,106,210
20
RL
null
11,553
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,968
1,968
Hip
CompShg
Plywood
Plywood
BrkFace
188
TA
TA
CBlock
TA
TA
No
BLQ
673
Unf
0
378
1,051
GasA
TA
Y
SBrkr
1,159
0
0
1,159
0
0
1
1
3
1
TA
7
Typ
1
Fa
Attchd
1,968
Unf
1
336
TA
TA
Y
466
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
158,000
2,714
905,107,070
60
RL
74
7,844
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
2Story
6
7
1,978
1,978
Hip
CompShg
HdBoard
HdBoard
BrkFace
203
TA
TA
CBlock
TA
TA
No
ALQ
209
Unf
0
463
672
GasA
TA
Y
SBrkr
672
728
0
1,400
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,978
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
149,500
2,715
905,107,220
20
RL
null
9,535
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
BrkFace
450
TA
TA
CBlock
TA
TA
No
BLQ
194
LwQ
982
0
1,176
GasA
TA
Y
SBrkr
1,458
0
0
1,458
1
0
1
1
3
1
TA
7
Typ
1
TA
Attchd
1,967
Unf
2
512
TA
TA
Y
284
0
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
165,000
2,716
905,107,240
20
RL
78
10,335
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,968
1,993
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Rec
570
Unf
0
891
1,461
GasA
Gd
Y
SBrkr
1,721
0
0
1,721
0
0
2
1
3
1
TA
7
Min1
1
TA
Attchd
1,968
RFn
2
440
TA
TA
Y
0
96
180
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
180,000
2,717
905,107,300
80
RL
null
7,176
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
6
6
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
200
TA
TA
CBlock
TA
Gd
Gd
GLQ
794
Unf
0
166
960
GasA
Fa
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
TA
6
Typ
1
Fa
Detchd
1,979
Unf
2
616
TA
TA
Y
131
0
0
0
180
0
null
GdPrv
null
0
7
2,006
WD
Normal
160,500
2,718
905,108,090
90
RL
null
9,662
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
Duplex
1Story
5
4
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
1,967
1,967
GasA
TA
Y
SBrkr
1,967
0
0
1,967
0
0
2
0
6
2
TA
10
Typ
0
null
Attchd
1,977
Fin
2
580
TA
TA
Y
170
0
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
156,500
2,719
905,108,120
90
RL
75
8,235
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
Duplex
1Story
5
4
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
99
TA
TA
CBlock
TA
TA
No
Rec
483
Unf
0
1,466
1,949
GasA
TA
Y
SBrkr
1,949
0
0
1,949
0
0
2
0
6
2
TA
10
Typ
0
null
Attchd
1,977
RFn
2
586
TA
TA
Y
32
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
157,000
2,720
905,200,280
50
RL
null
13,650
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1.5Fin
5
5
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
Gd
CBlock
TA
TA
No
ALQ
57
BLQ
441
554
1,052
GasA
Ex
Y
SBrkr
1,252
668
0
1,920
1
0
2
0
4
1
Gd
8
Typ
1
Gd
Attchd
1,958
Unf
2
451
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
172,500
2,721
905,200,290
20
RL
88
13,125
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
4
1,957
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
BrkCmn
67
TA
TA
CBlock
TA
TA
No
Rec
168
BLQ
682
284
1,134
GasA
Ex
Y
SBrkr
1,803
0
0
1,803
1
0
2
0
3
1
TA
8
Maj1
1
TA
Attchd
1,957
RFn
2
484
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
1
2,006
WD
Normal
155,000
2,722
905,200,340
20
RL
102
17,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
4
1,955
1,974
Hip
CompShg
Wd Sdng
Plywood
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
306
Rec
1,085
372
1,763
GasA
TA
Y
SBrkr
1,779
0
0
1,779
1
0
1
1
3
1
TA
6
Typ
1
Gd
Attchd
1,955
Unf
2
454
TA
TA
Y
0
418
0
0
312
0
null
null
null
0
7
2,006
WD
Abnorml
170,000
2,723
905,200,380
30
RL
null
17,529
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,924
1,950
Gable
CompShg
BrkFace
Wd Sdng
Stone
65
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
872
872
GasA
Fa
N
FuseF
872
0
0
872
0
0
1
0
2
1
Fa
5
Mod
1
Gd
Detchd
1,924
Unf
1
322
Fa
Fa
N
0
0
116
0
0
0
null
null
null
0
4
2,006
WD
Normal
105,000
2,724
905,200,490
80
RL
null
10,246
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
4
9
1,965
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
Gd
Av
GLQ
648
Unf
0
0
648
GasA
Ex
Y
SBrkr
960
0
0
960
1
1
0
0
0
1
TA
3
Typ
0
null
Attchd
1,965
Unf
1
364
TA
TA
Y
88
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
145,000
2,725
905,201,090
20
RL
null
14,175
Pave
null
Reg
Bnk
AllPub
Corner
Mod
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,956
1,987
Gable
CompShg
CemntBd
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
988
Unf
0
200
1,188
GasA
Gd
Y
SBrkr
1,437
0
0
1,437
1
0
1
1
3
1
TA
6
Min2
1
TA
Detchd
1,999
Unf
2
576
TA
TA
Y
304
0
0
0
0
0
null
null
null
0
11
2,006
WD
Normal
168,000
2,726
905,202,190
20
RL
null
20,355
Pave
null
Reg
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
7
6
1,967
1,967
Gable
Tar&Grv
Plywood
Plywood
BrkFace
123
TA
TA
CBlock
Gd
TA
Av
Rec
810
ALQ
826
229
1,865
GasA
TA
Y
SBrkr
1,830
0
0
1,830
1
0
1
0
2
1
TA
6
Typ
2
Gd
Attchd
1,967
Unf
2
521
TA
TA
Y
0
115
168
0
0
0
null
null
null
0
6
2,006
WD
Normal
278,000
2,727
905,202,210
20
RL
87
13,050
Pave
null
Reg
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
5
6
1,963
1,963
Flat
Tar&Grv
WdShing
Wd Shng
null
0
TA
TA
CBlock
Gd
TA
Av
Rec
104
ALQ
850
46
1,000
GasA
Ex
Y
SBrkr
1,000
0
0
1,000
1
0
1
0
1
1
TA
4
Typ
2
TA
Attchd
1,993
Unf
2
575
TA
TA
Y
238
0
148
0
0
0
null
null
null
0
4
2,006
WD
Normal
164,000
2,728
905,225,080
50
RL
81
15,593
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
ClearCr
Norm
Norm
1Fam
1.5Fin
7
4
1,953
1,953
Gable
CompShg
BrkFace
AsbShng
null
0
Gd
TA
CBlock
TA
TA
No
BLQ
603
Unf
0
701
1,304
GasW
TA
Y
SBrkr
1,304
983
0
2,287
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,953
Fin
2
667
TA
TA
Y
0
21
114
0
0
0
null
null
null
0
7
2,006
WD
Normal
225,000
2,729
905,300,010
85
RL
72
10,820
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
SFoyer
5
7
1,971
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
153
TA
TA
PConc
Gd
TA
Av
GLQ
535
Rec
159
88
782
GasA
Ex
Y
SBrkr
810
0
0
810
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,973
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,006
WD
Normal
130,000
2,730
905,300,080
20
RL
100
13,350
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,974
1,974
Hip
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
762
Unf
0
102
864
GasA
TA
Y
SBrkr
894
0
0
894
1
0
1
0
3
1
TA
5
Typ
1
Fa
Attchd
1,974
Unf
2
440
TA
TA
Y
241
0
0
0
0
0
null
MnPrv
null
0
6
2,006
WD
Normal
142,500
2,731
905,351,045
150
RL
null
1,700
Pave
null
Reg
HLS
AllPub
Inside
Gtl
ClearCr
Norm
Norm
Twnhs
1.5Fin
7
5
1,980
1,981
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
397
Unf
0
33
430
GasA
TA
Y
SBrkr
880
680
140
1,700
1
0
2
1
2
1
Gd
7
Typ
0
null
Basment
1,980
Fin
1
450
Gd
TA
Y
188
36
0
0
200
0
null
null
null
0
4
2,006
WD
Normal
148,400
2,732
905,351,150
120
RL
null
5,271
Pave
null
IR1
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
7
5
1,986
1,986
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
1,082
Unf
0
371
1,453
GasA
Gd
Y
SBrkr
1,453
0
0
1,453
1
0
1
1
2
1
Gd
6
Typ
1
TA
Attchd
1,986
RFn
2
445
TA
TA
Y
0
80
0
0
184
0
null
null
null
0
12
2,006
WD
Abnorml
190,000
2,733
905,402,110
20
RL
75
9,375
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
799
Unf
0
168
967
GasA
Ex
Y
SBrkr
1,350
0
0
1,350
0
0
1
1
3
1
TA
6
Typ
1
Gd
Attchd
1,954
RFn
2
504
TA
TA
Y
237
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
146,000
2,734
905,403,050
50
RL
62
6,488
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
5
1,942
1,950
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
230
Unf
0
569
799
GasA
Ex
N
FuseA
799
351
0
1,150
0
0
1
0
3
1
TA
6
Mod
2
TA
BuiltIn
1,942
Unf
1
215
TA
TA
Y
264
0
0
0
0
0
null
null
null
0
3
2,006
WD
Family
128,000
2,735
905,426,100
20
RL
78
7,800
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
2Story
5
8
1,948
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
Gd
No
GLQ
603
Unf
0
293
896
GasA
Ex
Y
SBrkr
1,112
896
0
2,008
1
0
3
0
3
1
Ex
8
Typ
0
null
Attchd
1,948
Unf
1
230
TA
TA
Y
103
0
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
225,000
2,736
905,426,150
80
RL
null
19,690
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
SLvl
6
7
1,966
1,966
Flat
Tar&Grv
Plywood
Plywood
null
0
Gd
Gd
CBlock
Gd
TA
Av
Unf
0
Unf
0
697
697
GasA
TA
Y
SBrkr
1,575
626
0
2,201
0
0
2
0
4
1
Gd
8
Typ
1
Gd
Attchd
1,966
Unf
2
432
Gd
Gd
Y
586
236
0
0
0
738
Gd
GdPrv
null
0
8
2,006
WD
Alloca
274,970
2,737
905,427,010
70
RL
114
19,950
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
7
1,928
1,950
Gable
CompShg
WdShing
Plywood
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Ex
Y
SBrkr
1,337
672
0
2,009
0
0
2
0
4
1
TA
8
Typ
2
Gd
2Types
1,928
Unf
3
795
TA
TA
P
0
42
0
0
180
0
null
null
null
0
12
2,006
WD
Normal
235,000
2,738
905,427,030
75
RL
60
19,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2.5Unf
6
8
1,935
1,990
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Rec
425
Unf
0
1,411
1,836
GasA
Gd
Y
SBrkr
1,836
1,836
0
3,672
0
0
3
1
5
1
Gd
7
Typ
2
Gd
Detchd
1,993
Unf
2
836
TA
TA
Y
684
80
32
0
0
0
null
null
null
0
12
2,006
WD
Normal
415,000
2,739
905,427,140
80
RL
78
11,679
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SLvl
5
5
1,962
1,962
Gable
CompShg
Plywood
Plywood
Stone
96
TA
TA
CBlock
TA
TA
Gd
ALQ
612
Rec
1,164
0
1,776
GasA
Ex
Y
SBrkr
1,560
0
0
1,560
0
1
2
0
3
1
TA
6
Min2
1
Fa
Attchd
1,962
Fin
2
528
TA
TA
Y
453
253
144
0
0
0
null
MnPrv
null
0
5
2,006
WD
Normal
182,000
2,740
905,451,050
20
RL
80
12,048
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,952
2,002
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
232
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,488
0
0
1,488
0
0
1
0
3
1
TA
7
Typ
1
Ex
Attchd
2,002
RFn
2
569
TA
TA
Y
0
189
36
0
348
0
null
null
null
0
4
2,006
WD
Normal
135,000
2,741
905,451,410
20
RL
70
10,519
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
8
1,955
1,999
Hip
CompShg
MetalSd
MetalSd
Stone
164
TA
TA
CBlock
TA
TA
Mn
Unf
0
Unf
0
1,057
1,057
GasA
Gd
Y
SBrkr
1,057
0
0
1,057
0
1
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,955
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
137,000
2,742
905,452,140
50
RL
75
9,525
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
4
1,954
1,972
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
Fa
No
Rec
444
Unf
0
550
994
GasA
Gd
Y
SBrkr
1,216
639
0
1,855
0
0
2
0
4
1
TA
7
Typ
0
null
Attchd
1,954
Unf
1
325
TA
TA
Y
182
0
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
136,900
2,743
905,452,150
50
RL
75
9,525
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
5
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
468
Unf
0
532
1,000
GasA
TA
Y
SBrkr
1,068
541
0
1,609
0
0
1
1
5
1
TA
7
Typ
0
null
Attchd
1,953
Unf
1
305
Fa
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
149,900
2,744
905,475,150
20
RL
57
6,420
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,952
1,952
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
Ex
Gd
Mn
LwQ
210
ALQ
551
219
980
GasA
Fa
Y
FuseA
1,148
0
0
1,148
0
1
1
0
2
1
TA
6
Typ
0
null
Detchd
1,952
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
123,500
2,745
905,477,010
20
RL
77
8,335
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,954
1,954
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,124
0
0
1,124
0
0
1
0
3
1
TA
5
Min2
1
Gd
null
null
null
0
0
null
null
N
0
36
190
0
0
0
null
null
null
0
4
2,006
WD
Normal
93,000
2,746
905,480,160
50
RL
50
7,585
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Artery
Norm
1Fam
1.5Fin
5
3
1,948
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
Fa
Mn
Unf
0
Unf
0
810
810
GasA
Fa
Y
FuseA
1,002
454
0
1,456
1
1
1
0
4
1
TA
7
Typ
1
TA
Detchd
1,954
Unf
1
280
TA
TA
P
0
0
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
91,500
2,747
906,202,040
20
RL
null
11,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
1,985
1,985
Gable
CompShg
Wd Sdng
Wd Shng
BrkFace
85
Gd
TA
CBlock
Gd
TA
No
GLQ
1,258
Unf
0
40
1,298
GasA
TA
Y
SBrkr
1,298
0
0
1,298
1
0
2
0
3
1
Gd
5
Typ
1
TA
Attchd
1,985
Unf
2
403
TA
TA
Y
165
26
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
180,000
2,748
906,204,180
60
RL
88
12,128
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
4
1,989
1,989
Gable
CompShg
HdBoard
HdBoard
BrkFace
232
Gd
TA
CBlock
Gd
TA
No
ALQ
549
Unf
0
319
868
GasA
Ex
Y
SBrkr
1,313
1,246
0
2,559
0
0
2
1
4
1
Ex
9
Typ
1
TA
Attchd
1,989
RFn
2
506
TA
TA
Y
0
245
0
0
168
0
null
MnPrv
null
0
11
2,006
WD
Abnorml
209,000
2,749
906,223,180
60
RL
80
9,554
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
8
5
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
BrkFace
125
Gd
TA
PConc
Gd
TA
No
GLQ
380
Unf
0
397
777
GasA
Ex
Y
SBrkr
1,065
846
0
1,911
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,993
RFn
2
471
TA
TA
Y
182
81
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
215,000
2,750
906,225,180
90
RL
73
9,069
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
SFoyer
6
8
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
Gd
PConc
Gd
TA
Av
LwQ
261
GLQ
1,083
0
1,344
GasA
Gd
Y
SBrkr
1,440
0
0
1,440
2
0
2
0
2
2
Gd
8
Typ
0
null
Attchd
1,993
Unf
4
920
TA
TA
Y
288
0
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
224,500
2,751
906,380,110
60
RL
133
11,003
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,308
1,308
GasA
Ex
Y
SBrkr
1,308
568
0
1,876
0
0
2
1
3
1
Gd
7
Typ
0
null
BuiltIn
2,005
RFn
3
848
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
7
2,006
New
Partial
229,800
2,752
906,380,150
20
RL
64
7,488
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
393
Unf
0
815
1,208
GasA
Ex
Y
SBrkr
1,208
0
0
1,208
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
632
TA
TA
Y
105
58
0
0
0
0
null
null
null
0
2
2,006
WD
Abnorml
183,600
2,753
906,380,170
20
RL
64
7,406
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
84
Gd
TA
PConc
Gd
TA
Av
GLQ
684
Unf
0
515
1,199
GasA
Ex
Y
SBrkr
1,220
0
0
1,220
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,006
RFn
2
632
TA
TA
Y
105
54
0
0
0
0
null
null
null
0
7
2,006
New
Partial
194,000
2,754
906,380,180
20
RL
64
6,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
Av
Unf
0
Unf
0
1,286
1,286
GasA
Ex
Y
SBrkr
1,294
0
0
1,294
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
662
TA
TA
Y
168
55
0
0
0
0
null
null
null
0
7
2,006
New
Partial
193,879
2,755
906,382,030
20
RL
86
11,210
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
240
Gd
TA
PConc
Gd
TA
Av
GLQ
20
Unf
0
1,594
1,614
GasA
Ex
Y
SBrkr
1,614
0
0
1,614
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
865
TA
TA
Y
144
59
0
0
0
0
null
null
null
0
7
2,006
New
Partial
221,500
2,756
906,382,040
20
RL
73
8,990
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,498
1,498
GasA
Ex
Y
SBrkr
1,498
0
0
1,498
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
RFn
2
675
TA
TA
Y
351
33
0
0
0
0
null
null
null
0
4
2,006
New
Partial
204,900
2,757
906,382,050
60
RL
73
8,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
Mn
GLQ
464
Unf
0
927
1,391
GasA
Ex
Y
SBrkr
1,391
571
0
1,962
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,006
RFn
3
868
TA
TA
Y
0
90
0
0
0
0
null
null
null
0
8
2,006
New
Partial
239,799
2,758
906,392,090
20
RL
90
13,377
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
6
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,576
Unf
0
260
1,836
GasA
Gd
Y
SBrkr
1,846
0
0
1,846
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
2
495
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
7
2,006
New
Partial
233,555
2,759
906,392,100
20
RL
78
11,645
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
1,300
Unf
0
434
1,734
GasA
Ex
Y
SBrkr
1,734
0
0
1,734
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
Fin
2
660
TA
TA
Y
160
24
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
260,000
2,760
906,392,120
20
RL
78
11,645
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
198
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,122
Unf
0
448
1,570
GasA
Ex
Y
SBrkr
1,590
0
0
1,590
1
0
2
1
2
1
Ex
6
Typ
0
null
Attchd
2,005
Fin
3
754
TA
TA
Y
176
80
0
0
0
0
null
null
null
0
8
2,006
New
Partial
294,900
2,761
906,394,010
60
RL
91
10,984
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
945
945
GasA
Ex
Y
SBrkr
945
864
0
1,809
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,005
RFn
2
638
TA
TA
Y
144
54
0
0
0
0
null
null
null
0
5
2,006
New
Partial
209,700
2,762
906,394,040
20
RL
78
9,316
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
140
Gd
TA
PConc
Gd
TA
Gd
GLQ
56
Unf
0
1,558
1,614
GasA
Ex
Y
SBrkr
1,614
0
0
1,614
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
576
TA
TA
Y
100
45
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
225,000
2,763
906,394,060
60
RL
78
9,316
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
532
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
784
784
GasA
Ex
Y
SBrkr
784
812
0
1,596
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
610
TA
TA
Y
144
45
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
181,000
2,764
906,420,020
60
RL
80
10,041
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
8
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
789
Unf
0
119
908
GasA
Ex
Y
SBrkr
927
988
0
1,915
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,992
Fin
2
506
TA
TA
Y
120
150
0
0
0
0
null
null
null
0
2
2,006
WD
Abnorml
220,000
2,765
906,426,090
20
RL
null
36,500
Pave
null
IR1
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
5
5
1,964
1,964
Gable
CompShg
Wd Sdng
Wd Sdng
BrkCmn
621
TA
Gd
CBlock
TA
TA
Av
Rec
812
Unf
0
812
1,624
GasA
Fa
Y
SBrkr
1,582
0
0
1,582
0
1
2
0
4
1
TA
7
Typ
0
null
Attchd
1,964
Unf
2
390
TA
TA
N
168
198
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
190,000
2,766
906,475,050
80
RL
null
21,453
Pave
null
IR1
Low
AllPub
CulDSac
Sev
ClearCr
Norm
Norm
1Fam
SLvl
6
5
1,969
1,969
Flat
Metal
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
Gd
ALQ
938
Unf
0
0
938
GasA
Ex
Y
SBrkr
988
0
0
988
1
0
1
0
1
1
TA
4
Typ
2
TA
Attchd
1,969
Unf
2
540
TA
TA
Y
0
130
0
130
0
0
null
null
null
0
10
2,006
WD
Normal
180,000
2,767
906,475,200
20
RL
62
70,761
Pave
null
IR1
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
7
5
1,975
1,975
Gable
WdShngl
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
655
Unf
0
878
1,533
GasA
TA
Y
SBrkr
1,533
0
0
1,533
1
0
2
0
2
1
Gd
5
Typ
2
TA
Attchd
1,975
Unf
2
576
TA
TA
Y
200
54
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
280,000
2,768
906,476,140
20
RL
80
12,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
1Story
6
5
1,968
1,968
Gable
CompShg
Plywood
Plywood
null
0
TA
Fa
CBlock
Gd
Fa
No
LwQ
853
Unf
0
535
1,388
GasA
Gd
Y
SBrkr
1,388
0
0
1,388
1
0
2
0
3
1
TA
6
Typ
1
Po
Attchd
1,968
RFn
2
522
TA
TA
Y
0
58
0
0
0
0
null
null
null
0
7
2,006
COD
Abnorml
158,900
2,769
907,125,020
85
RL
57
8,846
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
SFoyer
5
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
298
Unf
0
572
870
GasA
Ex
Y
SBrkr
914
0
0
914
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,998
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
148,000
2,770
907,125,080
20
RL
95
13,015
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
No
Unf
0
Unf
0
1,100
1,100
GasA
Ex
Y
SBrkr
1,100
0
0
1,100
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,996
RFn
2
462
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
145,000
2,771
907,130,110
60
RL
65
12,438
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
PosN
Norm
1Fam
2Story
6
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
68
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
781
781
GasA
Ex
Y
SBrkr
795
704
0
1,499
0
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
1,995
RFn
2
473
TA
TA
Y
413
91
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
187,000
2,772
907,131,070
20
RL
null
8,685
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Mn
GLQ
846
Unf
0
579
1,425
GasA
Ex
Y
SBrkr
1,425
0
0
1,425
1
0
2
0
3
1
TA
5
Typ
0
null
Attchd
1,998
RFn
2
591
TA
TA
Y
0
130
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
193,000
2,773
907,135,230
20
RL
43
13,568
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
716
Unf
0
274
990
GasA
Ex
Y
SBrkr
990
0
0
990
0
1
1
0
3
1
TA
5
Typ
0
null
Attchd
1,996
Unf
2
576
TA
TA
Y
224
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
156,000
2,774
907,175,030
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
244
Gd
TA
PConc
Gd
TA
Av
GLQ
1,400
Unf
0
125
1,525
GasA
Ex
Y
SBrkr
1,525
0
0
1,525
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,000
RFn
2
541
TA
TA
Y
219
36
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
235,000
2,775
907,175,060
20
RL
79
9,236
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
Gd
GLQ
1,200
Unf
0
279
1,479
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,997
RFn
2
576
TA
TA
Y
168
27
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
217,000
2,776
907,180,120
20
RL
78
10,264
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
183
Gd
TA
PConc
Gd
TA
Av
ALQ
1,162
Unf
0
426
1,588
GasA
Ex
Y
SBrkr
1,588
0
0
1,588
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,999
RFn
2
472
TA
TA
Y
158
29
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
214,000
2,777
907,181,090
60
RL
68
9,272
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
500
Unf
0
342
842
GasA
Ex
Y
SBrkr
856
893
0
1,749
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,999
RFn
2
515
TA
TA
Y
140
85
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
196,000
2,778
907,187,010
60
RL
72
13,426
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
894
Unf
0
57
951
GasA
Ex
Y
SBrkr
951
828
0
1,779
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,999
Fin
2
586
TA
TA
Y
208
107
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
217,000
2,779
907,192,010
60
RL
95
13,450
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
700
Unf
0
216
916
GasA
Ex
Y
SBrkr
920
941
0
1,861
1
0
2
1
3
1
Gd
8
Typ
0
null
BuiltIn
2,002
RFn
2
492
TA
TA
Y
146
91
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
200,000
2,780
907,194,130
60
RL
65
14,006
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
144
Gd
TA
PConc
Gd
TA
null
Unf
0
Unf
0
936
936
GasA
Ex
Y
SBrkr
936
840
0
1,776
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,002
RFn
2
474
TA
TA
Y
144
96
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
192,500
2,781
907,196,020
20
RL
118
13,704
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
150
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,541
1,541
GasA
Ex
Y
SBrkr
1,541
0
0
1,541
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,001
RFn
3
843
TA
TA
Y
468
81
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
205,000
2,782
907,200,170
80
RL
55
10,780
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
5
5
1,976
1,976
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
483
Unf
0
428
911
GasA
Gd
Y
SBrkr
954
0
0
954
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,976
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
132,500
2,783
907,201,160
60
RL
50
8,340
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
6
1,977
1,977
Gable
CompShg
HdBoard
Plywood
BrkFace
62
TA
TA
CBlock
Gd
TA
Av
GLQ
509
Unf
0
166
675
GasA
TA
Y
SBrkr
686
702
0
1,388
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,977
Unf
1
317
TA
TA
Y
406
36
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
157,500
2,784
907,201,230
80
RL
42
10,385
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
6
6
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
123
TA
TA
CBlock
TA
Gd
Av
ALQ
595
LwQ
400
0
995
GasA
TA
Y
SBrkr
1,282
0
0
1,282
0
1
2
0
3
1
TA
6
Typ
0
null
Detchd
1,989
Unf
3
672
Fa
TA
Y
386
0
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
174,000
2,785
907,202,140
20
RL
69
9,920
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,969
1,969
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
523
Unf
0
448
971
GasA
TA
Y
SBrkr
971
0
0
971
0
0
1
1
3
1
TA
5
Typ
1
Po
Attchd
1,969
Unf
1
300
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
128,500
2,786
907,203,010
20
RL
120
9,560
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,972
1,972
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
Rec
360
Unf
0
504
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,972
RFn
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
128,500
2,787
907,203,040
20
RL
70
9,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,972
1,972
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
ALQ
894
Unf
0
0
894
GasA
TA
Y
SBrkr
894
0
0
894
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,975
Unf
2
552
TA
TA
Y
256
0
0
0
0
0
null
GdWo
null
0
7
2,006
WD
Abnorml
149,900
2,788
907,227,090
20
RL
60
7,200
Pave
null
Reg
Low
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
8
1,972
1,972
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
437
Unf
0
427
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,977
Unf
1
297
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,006
WD
Normal
119,900
2,789
907,230,240
160
RH
null
3,612
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Landmrk
Norm
Norm
Twnhs
2Story
6
5
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
338
Unf
0
292
630
GasA
Ex
Y
SBrkr
630
690
0
1,320
0
0
2
1
3
1
TA
5
Typ
0
null
Detchd
1,993
Unf
2
484
TA
TA
Y
0
48
0
0
0
0
null
MnPrv
null
0
6
2,006
WD
Normal
137,000
2,790
907,251,100
60
RL
90
11,367
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
210
Gd
TA
PConc
Gd
TA
Mn
GLQ
932
Unf
0
133
1,065
GasA
Ex
Y
SBrkr
1,091
898
0
1,989
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
Fin
2
586
TA
TA
Y
199
60
0
0
0
0
null
null
null
0
11
2,006
WD
Normal
255,000
2,791
907,252,050
60
RL
null
9,930
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
199
Gd
TA
PConc
Gd
TA
No
GLQ
456
Unf
0
370
826
GasA
Ex
Y
SBrkr
878
884
0
1,762
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,002
Fin
2
591
TA
TA
Y
320
54
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
222,000
2,792
907,254,050
60
RL
45
9,468
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
148
TA
TA
PConc
Gd
TA
Mn
GLQ
639
Unf
0
201
840
GasA
Ex
Y
SBrkr
840
915
0
1,755
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,999
RFn
2
530
TA
TA
Y
176
73
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
214,000
2,793
907,255,010
20
RL
null
11,088
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,002
2,002
Hip
CompShg
Stucco
Stucco
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
872
Unf
0
476
1,348
GasA
Ex
Y
SBrkr
1,358
0
0
1,358
1
0
1
1
1
1
Gd
5
Typ
1
TA
Attchd
2,002
Unf
2
418
TA
TA
Y
68
166
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
220,000
2,794
907,255,050
20
RL
null
14,781
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,001
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
178
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,753
1,753
GasA
Ex
Y
SBrkr
1,787
0
0
1,787
0
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
2,001
RFn
3
748
TA
TA
Y
198
150
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
275,000
2,795
907,262,080
60
RL
70
8,726
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
872
872
GasA
Ex
Y
SBrkr
872
1,037
0
1,909
0
0
2
1
4
1
Gd
8
Typ
0
null
BuiltIn
2,002
RFn
2
529
TA
TA
Y
0
108
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
197,000
2,796
907,265,030
20
RL
null
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
Stone
295
Gd
TA
PConc
Gd
TA
No
GLQ
986
Unf
0
668
1,654
GasA
Ex
Y
SBrkr
1,654
0
0
1,654
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,002
Unf
3
900
TA
TA
Y
0
136
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
230,000
2,797
907,270,050
60
RL
67
10,566
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
261
Gd
TA
PConc
Gd
TA
Av
GLQ
920
Unf
0
170
1,090
GasA
Ex
Y
SBrkr
1,090
1,124
0
2,214
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,999
Fin
3
646
TA
TA
Y
197
80
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
268,500
2,798
907,275,030
60
RL
null
21,533
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
CollgCr
Feedr
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,065
1,065
GasA
Ex
Y
SBrkr
1,065
984
0
2,049
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,997
Unf
2
467
TA
TA
Y
120
48
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
210,900
2,799
907,285,010
60
RL
90
11,250
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
227
TA
TA
PConc
Gd
TA
Mn
ALQ
796
Unf
0
258
1,054
GasA
Ex
Y
SBrkr
1,070
869
0
1,939
0
1
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,998
RFn
3
555
TA
TA
Y
128
84
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
227,000
2,800
907,285,100
60
RL
90
11,250
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,995
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
Gd
Av
GLQ
685
Unf
0
245
930
GasA
Ex
Y
SBrkr
950
1,045
0
1,995
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,995
RFn
2
610
TA
TA
Y
275
170
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
237,000