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
801
906,201,050
80
RL
66
19,255
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
SLvl
6
5
1,983
1,983
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
100
Gd
TA
CBlock
Gd
TA
Av
Rec
70
GLQ
450
0
520
GasA
Gd
Y
SBrkr
1,338
0
0
1,338
0
0
1
1
2
1
Gd
5
Min2
1
Po
Attchd
1,983
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
600
9
2,009
WD
Normal
156,500
802
906,201,130
50
RL
79
12,327
Pave
null
IR1
Low
AllPub
Inside
Mod
SawyerW
Norm
Norm
1Fam
1.5Fin
8
8
1,983
2,009
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
1,441
Unf
0
55
1,496
GasA
Ex
Y
SBrkr
1,496
636
0
2,132
1
0
1
1
1
1
Gd
5
Min2
1
Gd
BuiltIn
1,983
Fin
2
612
Gd
TA
Y
349
40
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
316,600
803
906,203,120
20
RL
90
14,684
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
7
1,990
1,991
Hip
CompShg
HdBoard
HdBoard
BrkFace
234
Gd
TA
CBlock
Gd
TA
Mn
ALQ
485
BLQ
177
1,496
2,158
GasA
Gd
Y
SBrkr
2,196
0
0
2,196
0
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,990
RFn
3
701
TA
TA
Y
84
70
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
271,900
804
906,223,060
60
RL
75
9,317
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
BrkFace
137
Gd
TA
PConc
Gd
TA
No
ALQ
513
Unf
0
227
740
GasA
Ex
Y
SBrkr
1,006
769
0
1,775
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,993
Unf
2
425
TA
TA
Y
234
72
192
0
0
0
null
null
null
0
7
2,009
WD
Normal
213,000
805
906,223,080
60
RL
85
10,560
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
Gd
No
GLQ
474
Unf
0
605
1,079
GasA
Ex
Y
SBrkr
1,079
800
0
1,879
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,993
RFn
2
473
TA
TA
Y
400
100
144
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
239,900
806
906,223,210
60
RL
80
9,828
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
8
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
584
Unf
0
544
1,128
GasA
Ex
Y
SBrkr
1,142
878
0
2,020
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,995
RFn
2
466
TA
TA
Y
0
155
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
239,500
807
906,226,060
70
RL
120
26,400
Pave
null
Reg
Bnk
AllPub
FR2
Gtl
SawyerW
Feedr
Norm
1Fam
2Story
5
7
1,880
2,007
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
1,288
728
0
2,016
0
0
1
0
4
1
TA
7
Mod
1
TA
Attchd
1,900
Unf
2
576
TA
TA
P
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
131,000
808
906,226,070
90
RL
64
7,018
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
1Story
5
5
1,979
1,979
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Fa
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,535
0
0
1,535
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,979
Unf
2
410
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
118,964
809
906,226,080
90
RL
64
7,018
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
SFoyer
5
5
1,979
1,979
Gable
CompShg
Plywood
Plywood
Stone
275
TA
TA
CBlock
Gd
TA
Av
GLQ
1,086
Unf
0
0
1,086
GasA
TA
Y
SBrkr
1,224
0
0
1,224
2
0
0
2
2
2
TA
6
Typ
2
TA
Detchd
1,979
Unf
2
528
TA
TA
Y
120
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
153,337
810
906,226,090
90
RL
64
7,018
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
2Story
5
5
1,979
1,979
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,114
1,114
0
2,228
0
0
2
0
6
2
TA
8
Typ
0
null
Detchd
1,979
Unf
2
720
TA
TA
Y
73
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
147,983
811
906,226,100
90
RL
64
7,018
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
1Story
5
5
1,979
1,979
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,535
0
0
1,535
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,979
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
6
2,009
WD
Alloca
118,858
812
906,226,110
90
RL
64
7,018
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
1Story
5
5
1,979
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,535
0
0
1,535
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,979
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
118,858
813
906,226,120
90
RL
64
7,018
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
2Story
5
5
1,979
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,120
1,120
0
2,240
0
0
2
0
6
2
TA
12
Typ
0
null
Detchd
1,979
Unf
2
528
TA
TA
Y
154
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
142,953
814
906,226,130
90
RL
64
7,040
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
SFoyer
5
5
1,979
1,979
Gable
CompShg
Plywood
Plywood
BrkFace
216
TA
TA
CBlock
Gd
TA
Av
GLQ
1,094
Unf
0
0
1,094
GasA
TA
Y
SBrkr
1,229
0
0
1,229
2
0
0
2
2
2
Gd
6
Typ
2
TA
Detchd
1,979
Unf
2
672
TA
TA
Y
120
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
148,325
815
906,226,140
90
RL
64
7,007
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
1Story
5
5
1,979
1,979
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,513
0
0
1,513
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,979
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Alloca
113,722
816
906,230,010
90
RL
null
11,855
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
2Story
7
5
2,000
2,000
Hip
CompShg
VinylSd
VinylSd
BrkFace
23
TA
TA
PConc
Ex
TA
No
GLQ
820
Unf
0
348
1,168
GasA
Ex
Y
SBrkr
1,168
1,619
0
2,787
2
0
4
2
6
2
TA
8
Typ
2
TA
BuiltIn
2,000
Fin
4
820
TA
TA
Y
312
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
269,500
817
906,230,020
90
RL
null
7,939
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
2Story
7
5
2,000
2,000
Hip
CompShg
VinylSd
VinylSd
BrkFace
23
TA
TA
PConc
Ex
TA
No
GLQ
820
Unf
0
348
1,168
GasA
Ex
Y
SBrkr
1,168
1,619
0
2,787
2
0
4
2
6
2
TA
8
Typ
2
TA
BuiltIn
2,000
Fin
4
820
TA
TA
Y
312
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
269,500
818
906,230,030
90
RL
null
7,976
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
2Story
7
5
2,000
2,000
Hip
CompShg
VinylSd
VinylSd
BrkFace
23
TA
TA
PConc
Ex
TA
No
GLQ
820
Unf
0
348
1,168
GasA
Ex
Y
SBrkr
1,168
1,619
0
2,787
2
0
4
2
6
2
TA
8
Typ
2
TA
BuiltIn
2,000
Fin
4
820
TA
TA
Y
312
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
269,500
819
906,340,100
20
RL
84
10,933
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
9
5
2,009
2,009
Hip
CompShg
VinylSd
VinylSd
Stone
242
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,021
Unf
0
534
1,555
GasA
Ex
Y
SBrkr
1,680
0
0
1,680
1
0
1
1
1
1
Ex
8
Typ
1
Gd
Attchd
2,009
Fin
3
1,138
TA
TA
Y
185
24
0
0
0
0
null
null
null
0
7
2,009
New
Partial
323,262
820
906,340,110
20
RL
79
10,637
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
336
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,288
Unf
0
417
1,705
GasA
Ex
Y
SBrkr
1,718
0
0
1,718
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
826
TA
TA
Y
208
44
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
297,000
821
906,340,120
20
RL
61
10,226
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
270
Gd
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,622
1,622
GasA
Ex
Y
SBrkr
1,630
0
0
1,630
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,008
RFn
3
860
TA
TA
Y
172
42
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
295,493
822
906,340,130
20
RL
65
10,816
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
9
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
364
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,104
Unf
0
616
1,720
GasA
Ex
Y
SBrkr
1,720
0
0
1,720
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,008
RFn
3
846
TA
TA
Y
208
104
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
332,000
823
906,378,110
20
RL
71
9,178
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,468
1,468
GasA
Ex
Y
SBrkr
1,468
0
0
1,468
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,008
RFn
3
904
TA
TA
Y
192
142
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
239,900
824
906,380,050
60
RL
68
10,769
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
20
Unf
0
846
866
GasA
Ex
Y
SBrkr
866
902
0
1,768
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,007
RFn
2
578
TA
TA
Y
144
105
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
212,000
825
906,380,060
20
RL
77
11,422
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
352
Gd
TA
PConc
Ex
TA
Av
GLQ
1,359
Unf
0
479
1,838
GasA
Ex
Y
SBrkr
1,838
0
0
1,838
1
0
2
0
3
1
Gd
7
Typ
2
Gd
Attchd
2,007
RFn
2
524
TA
TA
Y
154
222
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
272,500
826
906,380,100
20
RL
122
11,923
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
9
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,800
1,800
GasA
Ex
Y
SBrkr
1,800
0
0
1,800
0
0
2
0
2
1
Ex
7
Typ
0
null
Attchd
2,007
Fin
2
702
TA
TA
Y
288
136
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
239,000
827
906,380,130
20
RL
68
8,814
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
180
Gd
TA
PConc
Gd
TA
No
GLQ
1,334
Unf
0
270
1,604
GasA
Ex
Y
SBrkr
1,604
0
0
1,604
1
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
RFn
2
660
TA
TA
Y
123
110
0
0
0
0
null
null
null
0
3
2,009
WD
Abnorml
220,000
828
906,380,210
20
RL
64
6,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
902
Unf
0
380
1,282
GasA
Ex
Y
SBrkr
1,290
0
0
1,290
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
RFn
2
662
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
200,000
829
906,380,220
20
RL
95
10,324
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
BrkFace
140
Gd
TA
PConc
Gd
TA
Av
GLQ
872
Unf
0
382
1,254
GasA
Ex
Y
SBrkr
1,254
0
0
1,254
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,008
RFn
3
810
TA
TA
Y
168
92
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
221,800
830
906,392,070
20
RL
64
7,314
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
82
Gd
TA
PConc
Gd
TA
Av
GLQ
724
Unf
0
508
1,232
GasA
Ex
Y
SBrkr
1,232
0
0
1,232
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
632
TA
TA
Y
132
0
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
194,500
831
906,392,110
20
RL
78
11,645
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
76
Gd
TA
PConc
Ex
TA
Gd
GLQ
24
Unf
0
1,474
1,498
GasA
Ex
Y
SBrkr
1,498
0
0
1,498
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
3
844
TA
TA
Y
144
98
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
237,000
832
906,392,130
60
RL
79
11,646
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
704
704
GasA
Ex
Y
SBrkr
704
718
0
1,422
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
440
TA
TA
Y
36
28
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
173,000
833
906,402,060
80
RL
null
12,800
Pave
null
Reg
Low
AllPub
Inside
Mod
SawyerW
Norm
Norm
1Fam
SLvl
7
5
1,989
1,989
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
145
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,518
Unf
0
0
1,518
GasA
Gd
Y
SBrkr
1,644
0
0
1,644
1
1
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,989
Fin
2
569
TA
TA
Y
80
0
0
0
396
0
null
null
null
0
8
2,009
WD
Normal
275,000
834
906,426,210
60
RL
null
16,698
Pave
null
IR1
HLS
AllPub
CulDSac
Mod
ClearCr
Norm
Norm
1Fam
2Story
7
5
1,992
1,993
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
800
Unf
0
649
1,449
GasA
Gd
Y
SBrkr
944
815
0
1,759
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,992
Unf
2
525
TA
TA
Y
150
193
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
233,500
835
906,475,070
60
RL
null
28,698
Pave
null
IR2
Low
AllPub
CulDSac
Sev
ClearCr
Norm
Norm
1Fam
2Story
5
5
1,967
1,967
Flat
Tar&Grv
Plywood
Plywood
null
0
TA
TA
PConc
TA
Gd
Gd
LwQ
249
ALQ
764
0
1,013
GasA
TA
Y
SBrkr
1,160
966
0
2,126
0
1
2
1
3
1
TA
7
Min2
0
null
Attchd
1,967
Fin
2
538
TA
TA
Y
486
0
0
0
225
0
null
null
null
0
6
2,009
WD
Abnorml
185,000
836
907,126,010
20
RL
82
12,464
Pave
null
IR2
Low
AllPub
Corner
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
No
GLQ
732
Unf
0
308
1,040
GasA
Gd
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
2,000
Unf
2
576
TA
TA
Y
168
0
0
0
0
0
null
GdPrv
null
0
11
2,009
WD
Normal
152,000
837
907,126,050
20
RL
65
9,757
Pave
null
Reg
Low
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
TA
TA
No
ALQ
755
Unf
0
235
990
GasA
Ex
Y
SBrkr
990
0
0
990
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,995
RFn
1
440
TA
TA
Y
66
0
0
0
92
0
null
null
null
0
10
2,009
WD
Normal
143,000
838
907,130,100
60
RL
65
15,426
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
821
Unf
0
107
928
GasA
Ex
Y
SBrkr
928
836
0
1,764
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,997
RFn
2
470
TA
TA
Y
276
99
0
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
231,500
839
907,131,090
60
RL
43
10,667
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
PosN
Norm
1Fam
2Story
7
6
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
385
ALQ
344
70
799
GasA
Ex
Y
SBrkr
827
834
0
1,661
1
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
1,996
RFn
2
550
TA
TA
Y
158
61
0
0
0
0
null
null
null
0
4
2,009
ConLw
Normal
212,000
840
907,131,190
20
RL
65
14,753
Pave
null
IR2
Low
AllPub
Inside
Gtl
CollgCr
PosN
Norm
1Fam
1Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Mn
GLQ
950
Unf
0
513
1,463
GasA
Ex
Y
SBrkr
1,463
0
0
1,463
1
0
2
0
3
1
TA
5
Typ
0
null
Attchd
1,998
Fin
2
539
TA
TA
Y
0
81
0
0
0
0
null
GdPrv
null
0
12
2,009
WD
Normal
207,000
841
907,135,040
20
RL
112
10,859
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,097
1,097
GasA
Ex
Y
SBrkr
1,097
0
0
1,097
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,995
Unf
2
672
TA
TA
Y
392
64
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
145,000
842
907,135,170
20
RL
60
8,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
Gd
No
ALQ
746
Unf
0
244
990
GasA
Ex
Y
SBrkr
990
0
0
990
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
2,000
Unf
2
480
TA
TA
Y
0
64
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
138,000
843
907,175,100
60
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
866
866
GasA
Ex
Y
SBrkr
866
913
0
1,779
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,998
RFn
2
546
TA
TA
Y
198
36
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
197,900
844
907,180,130
20
RL
78
10,335
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
Gd
GLQ
679
Unf
0
811
1,490
GasA
Ex
Y
SBrkr
1,501
0
0
1,501
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,999
RFn
2
577
TA
TA
Y
144
29
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
204,000
845
907,181,100
20
RL
68
9,017
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
560
Unf
0
871
1,431
GasA
Ex
Y
SBrkr
1,431
0
0
1,431
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,999
Fin
2
666
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
192,000
846
907,185,050
60
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
120
TA
TA
PConc
Gd
TA
No
GLQ
606
Unf
0
322
928
GasA
Ex
Y
SBrkr
928
844
0
1,772
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,998
RFn
2
492
TA
TA
Y
150
96
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
200,000
847
907,192,030
60
RL
68
8,935
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
95
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
831
831
GasA
Ex
Y
SBrkr
831
829
0
1,660
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,002
RFn
2
493
TA
TA
Y
144
68
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
195,000
848
907,192,090
20
RL
67
9,808
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
110
Gd
TA
PConc
Gd
TA
No
GLQ
788
Unf
0
785
1,573
GasA
Ex
Y
SBrkr
1,573
0
0
1,573
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,002
RFn
2
544
TA
TA
Y
0
72
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
227,000
849
907,194,010
60
RL
79
12,420
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
666
Unf
0
278
944
GasA
Ex
Y
SBrkr
944
896
0
1,840
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,001
RFn
2
622
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
230,000
850
907,194,110
20
RL
67
16,285
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,413
1,413
GasA
Ex
Y
SBrkr
1,430
0
0
1,430
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,001
RFn
2
605
TA
TA
Y
0
33
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
187,100
851
907,194,160
20
RL
65
10,739
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
68
Gd
TA
PConc
Gd
TA
No
GLQ
1,259
Unf
0
172
1,431
GasA
Ex
Y
SBrkr
1,444
0
0
1,444
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,002
RFn
2
577
TA
TA
Y
144
40
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
203,000
852
907,196,060
20
RL
75
11,166
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
180
Gd
TA
PConc
Gd
TA
Mn
GLQ
24
Unf
0
1,468
1,492
GasA
Ex
Y
SBrkr
1,492
0
0
1,492
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,001
RFn
2
608
TA
TA
Y
0
114
0
0
168
0
null
null
null
0
7
2,009
WD
Family
201,000
853
907,200,230
20
RL
60
8,430
Pave
null
Reg
HLS
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
136
TA
TA
CBlock
Gd
TA
No
Rec
616
Unf
0
424
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
0
0
2
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
124,000
854
907,201,220
20
RL
null
16,269
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,978
1,978
Gable
CompShg
MetalSd
MetalSd
BrkFace
76
TA
TA
BrkTil
Gd
TA
Av
GLQ
625
Unf
0
282
907
GasA
TA
Y
SBrkr
907
0
0
907
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,978
Unf
1
343
TA
TA
Y
72
0
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
140,000
855
907,201,280
20
RL
76
6,950
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,979
1,979
Gable
CompShg
HdBoard
HdBoard
BrkFace
40
TA
TA
CBlock
TA
TA
No
ALQ
710
BLQ
72
132
914
GasA
TA
Y
SBrkr
914
0
0
914
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,979
Unf
2
444
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
134,900
856
907,202,050
20
RL
61
8,800
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,977
2,008
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Mn
LwQ
532
Rec
144
364
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
0
0
2
0
3
1
Gd
5
Typ
0
null
Detchd
1,977
Unf
2
484
TA
TA
Y
0
0
0
0
288
0
null
null
null
0
9
2,009
WD
Normal
150,500
857
907,202,080
20
RL
null
7,000
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
8
1,978
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
90
Gd
Gd
CBlock
TA
TA
No
ALQ
646
Unf
0
218
864
GasA
Ex
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,978
Unf
1
336
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
136,500
858
907,202,130
20
RL
null
9,286
Pave
null
IR1
Lvl
AllPub
CulDSac
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,977
1,989
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
Gd
Gd
Av
ALQ
196
Unf
0
1,072
1,268
GasA
TA
Y
SBrkr
1,268
0
0
1,268
0
0
1
1
3
1
Gd
5
Typ
0
null
Detchd
1,978
Unf
1
252
TA
TA
Y
173
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
143,500
859
907,227,030
20
RL
36
15,523
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,972
1,972
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
460
Unf
0
404
864
GasA
Ex
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
5
Typ
1
Fa
Attchd
1,972
Unf
1
338
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
133,500
860
907,227,080
20
RL
60
7,200
Pave
null
Reg
Low
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,972
1,972
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
Rec
777
Unf
0
117
894
GasA
TA
Y
SBrkr
894
0
0
894
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,985
RFn
2
600
TA
TA
Y
215
0
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
123,000
861
907,227,110
85
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SFoyer
5
8
1,972
2,003
Gable
CompShg
WdShing
HdBoard
null
0
TA
Gd
CBlock
Gd
TA
Av
GLQ
660
Unf
0
108
768
GasA
Gd
Y
SBrkr
768
0
0
768
0
1
1
0
2
1
TA
5
Typ
0
null
Detchd
1,974
Fin
1
396
TA
TA
Y
192
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
133,900
862
907,227,290
85
RL
70
8,445
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
SFoyer
5
7
1,972
2,007
Gable
CompShg
HdBoard
Wd Shng
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
656
Unf
0
112
768
GasA
TA
Y
SBrkr
768
0
0
768
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,988
Unf
2
396
TA
TA
Y
58
0
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
133,000
863
907,250,070
20
RL
90
11,664
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
1,234
Unf
0
335
1,569
GasA
Ex
Y
SBrkr
1,611
0
0
1,611
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,002
RFn
3
1,231
TA
TA
Y
262
93
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
250,000
864
907,252,060
60
RL
null
12,334
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
198
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,068
1,068
GasA
Ex
Y
SBrkr
1,068
1,116
0
2,184
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,003
RFn
2
570
TA
TA
Y
192
132
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
254,750
865
907,252,210
20
RL
null
11,838
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,001
2,001
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,753
1,753
GasA
Ex
Y
SBrkr
1,788
0
0
1,788
0
0
2
0
3
1
Ex
7
Typ
1
TA
Attchd
2,001
RFn
2
522
TA
TA
Y
202
151
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
236,500
866
907,252,220
60
RL
null
11,885
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
108
Gd
TA
PConc
Gd
TA
Av
GLQ
990
Unf
0
309
1,299
GasA
Ex
Y
SBrkr
1,299
573
0
1,872
1
0
2
1
3
1
Ex
7
Typ
1
TA
BuiltIn
2,001
RFn
2
531
TA
TA
Y
160
122
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
261,500
867
907,253,130
60
RL
null
11,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
PosN
Norm
1Fam
2Story
9
5
2,000
2,000
Hip
CompShg
VinylSd
VinylSd
BrkFace
204
Gd
TA
PConc
Ex
TA
Mn
GLQ
904
Unf
0
536
1,440
GasA
Ex
Y
SBrkr
1,476
677
0
2,153
1
0
2
1
3
1
Ex
8
Typ
2
Ex
Attchd
2,000
Fin
3
736
TA
TA
Y
253
142
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
313,000
868
907,260,030
60
RL
70
8,749
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
885
0
1,725
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,002
RFn
2
550
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
198,500
869
907,265,010
60
RL
null
11,250
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
944
944
GasA
Ex
Y
SBrkr
944
926
0
1,870
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,001
RFn
2
608
TA
TA
Y
256
43
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
211,000
870
907,275,010
20
RL
90
15,750
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
CollgCr
Feedr
Norm
1Fam
1Story
8
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
260
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,246
Unf
0
216
1,462
GasA
Ex
Y
SBrkr
1,513
0
0
1,513
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,999
Fin
2
521
TA
TA
Y
135
34
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
220,000
871
907,275,090
20
RL
73
11,883
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,996
1,996
Hip
CompShg
VinylSd
VinylSd
BrkFace
196
Gd
TA
PConc
Gd
TA
Gd
GLQ
690
Unf
0
814
1,504
GasA
Ex
Y
SBrkr
1,504
0
0
1,504
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,996
Fin
2
478
TA
TA
Y
115
66
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
203,000
872
907,275,140
20
RL
null
12,782
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,002
2,003
Hip
CompShg
HdBoard
HdBoard
BrkFace
164
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,360
Unf
0
462
1,822
GasA
Ex
Y
SBrkr
1,828
0
0
1,828
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
Fin
2
523
TA
TA
Y
194
144
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
279,500
873
907,280,170
20
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
209
Gd
TA
PConc
Gd
TA
Av
GLQ
1,111
Unf
0
306
1,417
GasA
Ex
Y
SBrkr
1,417
0
0
1,417
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,997
Unf
2
511
TA
TA
Y
60
0
0
0
117
0
null
null
null
0
8
2,009
WD
Normal
210,000
874
907,285,020
60
RL
null
9,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
573
TA
TA
PConc
Gd
TA
No
GLQ
739
Unf
0
318
1,057
GasA
Ex
Y
SBrkr
1,057
977
0
2,034
1
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
1,998
RFn
2
645
TA
TA
Y
576
36
0
0
0
0
null
GdPrv
null
0
2
2,009
WD
Normal
219,500
875
907,285,050
60
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
880
880
GasA
Ex
Y
SBrkr
909
807
0
1,716
0
0
2
1
2
1
Gd
7
Typ
1
TA
Attchd
1,996
RFn
2
512
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
191,000
876
907,290,070
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,212
1,212
GasA
Ex
Y
SBrkr
1,212
0
0
1,212
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,001
RFn
2
573
TA
TA
Y
356
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
178,000
877
907,290,090
20
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,000
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
171
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,630
1,630
GasA
Ex
Y
SBrkr
1,630
0
0
1,630
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,000
Unf
2
451
TA
TA
Y
74
234
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
213,000
878
907,290,180
120
RM
null
4,435
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
170
Gd
TA
PConc
Gd
TA
Av
GLQ
685
Unf
0
163
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
4
Typ
0
null
Attchd
2,003
Fin
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
144,000
879
907,290,210
120
RM
null
4,435
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
170
Gd
TA
PConc
Gd
TA
Av
GLQ
685
Unf
0
163
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
4
Typ
0
null
Attchd
2,003
Fin
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
140,000
880
907,410,130
20
RL
85
10,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
180
Gd
TA
PConc
Gd
TA
Av
GLQ
1,478
Unf
0
100
1,578
GasA
Ex
Y
SBrkr
1,602
0
0
1,602
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
810
TA
TA
Y
0
48
0
0
195
0
null
null
null
0
1
2,009
WD
Normal
293,200
881
907,412,020
60
RL
65
9,313
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
864
864
GasA
Ex
Y
SBrkr
864
864
0
1,728
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,004
RFn
2
572
TA
TA
Y
187
56
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
190,000
882
907,414,020
20
RL
63
8,487
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
210
Gd
TA
PConc
Gd
TA
Av
GLQ
20
Unf
0
1,480
1,500
GasA
Ex
Y
SBrkr
1,500
0
0
1,500
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,004
RFn
2
570
TA
TA
Y
192
36
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
190,000
883
907,414,080
60
RL
64
8,633
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
193
Unf
0
545
738
GasA
Ex
Y
SBrkr
738
738
0
1,476
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
Fin
2
540
TA
TA
Y
100
35
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
173,500
884
907,420,040
60
RL
85
11,069
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
608
608
GasA
Ex
Y
SBrkr
608
788
0
1,396
0
0
2
1
3
1
Gd
6
Typ
1
Gd
BuiltIn
2,007
Fin
2
440
TA
TA
Y
100
36
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
170,000
885
908,102,050
20
RL
67
8,777
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Feedr
Norm
1Fam
1Story
4
5
1,949
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
1,126
0
0
1,126
0
0
2
0
2
1
Gd
5
Typ
0
null
Detchd
2,002
Fin
2
520
TA
TA
N
0
96
0
0
0
0
null
MnPrv
null
0
5
2,009
WD
Normal
108,000
886
908,102,270
20
RL
75
9,937
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,964
1,999
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
TA
TA
No
BLQ
637
Unf
0
849
1,486
GasA
Ex
Y
SBrkr
1,486
0
0
1,486
1
0
1
0
3
1
TA
7
Typ
0
null
Detchd
1,968
Fin
2
480
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
167,000
887
908,102,290
20
RL
67
8,877
Pave
null
Reg
Lvl
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
1Story
4
6
1,938
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
690
Unf
0
126
816
GasA
Ex
Y
SBrkr
816
0
0
816
1
0
1
0
2
1
TA
3
Typ
1
Gd
Detchd
1,958
Unf
1
288
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
100,000
888
908,128,060
85
RL
64
7,301
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
SFoyer
7
5
2,003
2,003
Gable
CompShg
HdBoard
HdBoard
BrkFace
500
Gd
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
495
1,427
0
1,922
0
0
3
0
4
1
Gd
7
Typ
1
Ex
BuiltIn
2,003
RFn
2
672
TA
TA
Y
0
0
177
0
0
0
null
null
null
0
7
2,009
ConLD
Normal
198,500
889
908,151,050
60
RL
75
7,950
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
6
1,977
1,977
Hip
CompShg
HdBoard
Plywood
BrkFace
140
TA
TA
CBlock
TA
TA
No
BLQ
535
Unf
0
155
690
GasA
TA
Y
SBrkr
698
728
0
1,426
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,977
Fin
2
440
TA
TA
Y
252
0
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
159,500
890
908,152,035
20
RL
80
10,682
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,960
1,971
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
GLQ
399
Unf
0
615
1,014
GasA
TA
Y
SBrkr
1,149
0
0
1,149
1
0
1
0
3
1
TA
7
Min1
0
null
2Types
1,968
Fin
1
544
TA
TA
Y
0
240
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
127,000
891
908,152,100
80
RL
72
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SLvl
6
6
1,976
1,976
Hip
CompShg
MetalSd
MetalSd
BrkFace
255
TA
TA
CBlock
TA
TA
Av
ALQ
631
Unf
0
410
1,041
GasA
Ex
Y
SBrkr
1,125
0
0
1,125
1
0
1
0
3
1
TA
6
Typ
1
Fa
Detchd
1,977
Unf
1
352
TA
TA
Y
296
0
0
0
0
0
null
GdWo
null
0
10
2,009
WD
Abnorml
125,000
892
908,154,040
20
RL
86
13,286
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
9
5
2,007
2,008
Hip
CompShg
CemntBd
CmentBd
Stone
340
Ex
TA
PConc
Ex
TA
No
GLQ
1,234
Unf
0
464
1,698
GasA
Ex
Y
SBrkr
1,698
0
0
1,698
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,007
Fin
3
768
TA
TA
Y
327
64
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
320,000
893
908,186,080
180
RM
35
3,675
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
TwnhsE
SFoyer
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
TA
TA
Wood
Gd
TA
Gd
GLQ
547
Unf
0
0
547
GasA
Gd
Y
SBrkr
1,072
0
0
1,072
1
0
1
0
2
1
TA
5
Typ
0
null
Basment
2,005
Fin
2
525
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
145,500
894
908,201,040
20
RL
50
9,405
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
9
1,947
2,008
Hip
CompShg
VinylSd
VinylSd
null
0
TA
Ex
CBlock
TA
TA
No
Unf
0
Unf
0
698
698
GasA
Ex
Y
SBrkr
698
0
0
698
0
1
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
Y
0
200
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
118,000
895
908,203,090
20
RL
64
6,410
Pave
null
Reg
HLS
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
1Story
4
5
1,959
1,959
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
332
Rec
243
301
876
GasA
TA
Y
FuseA
876
0
0
876
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,959
Unf
1
320
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
85,000
896
908,225,290
20
RL
70
11,767
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
TA
Mn
Rec
1,078
Unf
0
0
1,078
GasA
TA
Y
FuseA
1,368
0
0
1,368
1
0
1
0
3
1
TA
6
Min1
0
null
Attchd
1,950
RFn
1
195
TA
TA
Y
0
41
211
0
0
0
null
null
Shed
900
6
2,009
WD
Normal
120,000
897
908,225,370
50
RL
50
8,405
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
4
3
1,945
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
Wall
TA
N
FuseF
1,088
441
0
1,529
0
0
2
0
4
1
TA
9
Mod
0
null
Detchd
1,945
Unf
1
240
TA
TA
N
92
0
185
0
0
0
null
null
null
0
4
2,009
WD
Normal
98,000
898
908,229,020
30
RL
56
4,060
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Feedr
Norm
1Fam
1Story
5
8
1,922
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
Fa
TA
No
Unf
0
Unf
0
864
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
Y
0
96
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
99,900
899
908,250,030
20
RL
74
10,206
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
3
3
1,952
1,952
Flat
Tar&Grv
BrkComm
Brk Cmn
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasW
Fa
N
FuseF
944
0
0
944
0
0
1
0
2
1
Fa
4
Min1
0
null
Detchd
1,956
Unf
2
528
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
82,000
900
908,275,040
90
RL
65
10,926
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
5
5
1,959
1,959
Hip
CompShg
VinylSd
VinylSd
BrkFace
74
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,678
1,678
GasA
TA
Y
SBrkr
1,678
0
0
1,678
0
0
2
0
6
2
TA
10
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
119,900