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
1,001
527,131,110
120
RL
45
6,264
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
1Fam
1Story
8
5
1,997
1,997
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Ex
TA
Mn
GLQ
656
Unf
0
1,008
1,664
GasA
Ex
Y
SBrkr
1,682
0
0
1,682
1
0
1
1
1
1
Gd
6
Min1
1
TA
Attchd
1,997
Fin
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
247,900
1,002
527,140,090
120
RL
41
5,395
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
733
Unf
0
604
1,337
GasA
Gd
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,993
RFn
2
462
TA
TA
Y
96
0
70
168
0
0
null
null
null
0
10
2,008
WD
Normal
180,000
1,003
527,145,090
120
RL
39
5,070
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,280
1,280
GasA
Ex
Y
SBrkr
1,280
0
0
1,280
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,992
RFn
2
506
TA
TA
Y
0
82
0
0
144
0
null
null
null
0
8
2,008
WD
Normal
180,000
1,004
527,161,010
60
RL
100
10,839
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
926
926
GasA
Ex
Y
SBrkr
926
678
0
1,604
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,997
Fin
2
470
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
181,000
1,005
527,162,180
60
RL
73
11,184
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
932
932
GasA
Gd
Y
SBrkr
932
701
0
1,633
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,998
Fin
2
460
TA
TA
Y
0
39
0
0
0
0
null
null
null
0
4
2,008
WD
Family
183,000
1,006
527,163,100
60
RL
null
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,996
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
GLQ
219
Unf
0
554
773
GasA
Gd
Y
SBrkr
773
885
0
1,658
1
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
1,995
Fin
2
431
TA
TA
Y
224
84
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
188,000
1,007
527,164,120
60
RL
null
10,832
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,994
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
712
712
GasA
Ex
Y
SBrkr
1,086
809
0
1,895
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,994
Fin
2
409
TA
TA
Y
143
46
0
0
0
0
null
null
Shed
500
10
2,008
WD
Normal
194,500
1,008
527,165,010
60
RL
null
14,067
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,991
1,991
Gable
CompShg
HdBoard
HdBoard
BrkFace
194
TA
TA
PConc
Gd
TA
No
ALQ
504
Unf
0
332
836
GasA
Gd
Y
SBrkr
851
858
0
1,709
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,991
Fin
2
416
TA
TA
Y
0
40
0
0
0
0
null
GdPrv
null
0
9
2,008
WD
Normal
185,000
1,009
527,183,030
120
RL
40
4,671
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,988
1,989
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
767
Unf
0
461
1,228
GasA
Gd
Y
SBrkr
1,228
0
0
1,228
1
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
1,988
Fin
2
472
TA
TA
Y
168
120
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
189,000
1,010
527,183,060
120
RL
65
5,950
Pave
null
IR1
HLS
AllPub
Inside
Mod
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,989
1,989
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
319
Unf
0
1,018
1,337
GasA
Gd
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,989
RFn
2
462
TA
TA
Y
0
73
154
0
0
0
null
null
null
0
4
2,008
WD
Normal
188,500
1,011
527,208,010
60
RL
101
13,543
Pave
null
IR1
HLS
AllPub
Corner
Gtl
StoneBr
Norm
Norm
1Fam
2Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
130
Gd
TA
PConc
Ex
TA
Gd
GLQ
16
Unf
0
1,152
1,168
GasA
Ex
Y
SBrkr
1,168
1,332
0
2,500
0
0
3
1
5
1
Ex
9
Typ
1
Gd
BuiltIn
2,005
Fin
3
683
TA
TA
Y
192
32
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
355,000
1,012
527,212,050
60
RL
77
11,198
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
2Story
9
5
2,005
2,007
Hip
CompShg
VinylSd
VinylSd
BrkFace
245
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
1,122
1,122
GasA
Ex
Y
SBrkr
1,134
1,370
0
2,504
0
0
2
1
4
1
Ex
11
Typ
1
Gd
BuiltIn
2,005
Fin
3
656
TA
TA
Y
144
39
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
325,000
1,013
527,214,030
20
RL
53
15,401
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
1Story
9
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
296
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,337
Unf
0
547
1,884
GasA
Ex
Y
SBrkr
1,884
0
0
1,884
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,004
Fin
3
670
TA
TA
Y
214
76
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
387,000
1,014
527,226,020
20
RL
null
31,220
Pave
null
IR1
Bnk
NoSewr
FR2
Gtl
Gilbert
Feedr
Norm
1Fam
1Story
6
2
1,952
1,952
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,632
1,632
GasA
TA
Y
FuseA
1,474
0
0
1,474
0
0
1
0
3
1
TA
7
Min2
2
Gd
Attchd
1,952
Unf
2
495
TA
TA
Y
0
0
144
0
0
0
null
null
Shed
750
5
2,008
WD
Normal
115,000
1,015
527,252,080
120
RL
60
8,118
Pave
null
Reg
HLS
AllPub
Inside
Gtl
StoneBr
PosN
PosN
TwnhsE
1Story
9
5
2,007
2,007
Hip
CompShg
MetalSd
MetalSd
BrkFace
178
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,034
Unf
0
676
1,710
GasA
Ex
Y
SBrkr
1,710
0
0
1,710
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,007
RFn
2
557
TA
TA
Y
156
48
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
334,000
1,016
527,276,040
20
RL
null
47,280
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
5
1,950
1,950
Hip
CompShg
AsbShng
AsbShng
BrkFace
44
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,488
1,488
GasA
Gd
Y
SBrkr
1,488
0
0
1,488
0
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,950
RFn
2
738
TA
TA
Y
0
0
180
0
0
0
null
null
null
0
7
2,008
WD
Family
133,000
1,017
527,301,170
60
RL
46
20,544
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
6
1,986
1,991
Gable
CompShg
Plywood
Plywood
BrkFace
123
TA
Gd
CBlock
Gd
TA
No
Unf
0
Unf
0
791
791
GasA
Gd
Y
SBrkr
1,236
857
0
2,093
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,986
Fin
2
542
TA
TA
Y
364
63
0
0
0
0
null
MnPrv
null
0
11
2,008
WD
Normal
215,000
1,018
527,301,245
20
RL
63
12,680
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,988
1,988
Gable
CompShg
Plywood
Wd Sdng
BrkFace
102
Gd
TA
CBlock
Gd
Gd
Mn
GLQ
983
Unf
0
692
1,675
GasA
Ex
Y
SBrkr
1,688
0
0
1,688
1
0
2
0
2
1
Ex
6
Typ
1
Ex
Attchd
1,988
RFn
2
528
TA
TA
Y
0
48
0
0
141
0
null
null
null
0
6
2,008
WD
Normal
226,500
1,019
527,302,050
20
RL
78
12,090
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,981
1,981
Gable
CompShg
MetalSd
MetalSd
BrkFace
210
TA
Gd
CBlock
Gd
TA
No
GLQ
588
LwQ
228
606
1,422
GasA
TA
Y
SBrkr
1,422
0
0
1,422
0
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,981
Fin
2
576
TA
TA
Y
276
0
0
0
0
0
null
GdPrv
null
0
6
2,008
WD
Normal
175,500
1,020
527,302,070
20
RL
null
10,825
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
7
1,983
1,983
Gable
CompShg
WdShing
Plywood
BrkFace
174
Gd
TA
CBlock
Gd
TA
Mn
GLQ
747
Unf
0
513
1,260
GasA
TA
Y
SBrkr
1,260
0
0
1,260
1
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,983
Unf
2
598
TA
TA
Y
152
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
181,900
1,021
527,302,185
20
RL
56
18,559
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,978
1,978
Hip
CompShg
Plywood
Plywood
BrkFace
383
Gd
Gd
CBlock
Gd
TA
No
GLQ
1,206
Rec
186
656
2,048
GasA
TA
Y
SBrkr
2,064
0
0
2,064
1
0
2
0
3
1
Gd
7
Typ
2
Fa
Attchd
1,978
Fin
2
550
TA
TA
Y
200
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
235,000
1,022
527,302,210
20
RL
85
14,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,979
1,979
Hip
CompShg
Plywood
Plywood
BrkFace
194
Gd
TA
CBlock
Gd
Fa
No
ALQ
864
LwQ
449
469
1,782
GasA
TA
Y
SBrkr
1,782
0
0
1,782
0
1
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,979
Fin
2
551
TA
TA
Y
467
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
220,000
1,023
527,325,070
60
RL
null
12,227
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
PosN
Norm
1Fam
2Story
6
7
1,977
1,995
Gable
CompShg
HdBoard
HdBoard
BrkFace
424
TA
Gd
CBlock
Gd
Gd
No
ALQ
896
Unf
0
434
1,330
GasA
TA
Y
SBrkr
1,542
1,330
0
2,872
1
0
2
1
4
1
TA
11
Typ
1
TA
Attchd
1,977
Fin
2
619
TA
TA
Y
550
282
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
272,000
1,024
527,325,240
20
RL
90
13,068
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,976
1,976
Hip
CompShg
HdBoard
HdBoard
BrkFace
621
TA
TA
PConc
Gd
TA
No
ALQ
890
Rec
48
273
1,211
GasA
TA
Y
SBrkr
1,211
0
0
1,211
1
0
2
0
3
1
Gd
6
Typ
1
Po
Attchd
1,976
Fin
2
461
TA
TA
Y
0
0
0
174
0
0
null
MnPrv
null
0
11
2,008
WD
Normal
161,000
1,025
527,326,130
20
RL
null
15,611
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
5
6
1,977
1,977
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
ALQ
767
LwQ
93
266
1,126
GasA
TA
Y
SBrkr
1,126
0
0
1,126
0
1
2
0
3
1
Ex
6
Typ
0
null
Attchd
1,977
RFn
2
540
TA
TA
Y
180
0
0
0
0
0
null
null
null
0
3
2,008
WD
Abnorml
175,000
1,026
527,354,160
60
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
6
1,980
1,988
Gable
CompShg
HdBoard
HdBoard
BrkFace
280
TA
TA
CBlock
Gd
TA
Mn
Unf
0
Unf
0
738
738
GasA
TA
Y
SBrkr
1,277
767
0
2,044
0
0
2
1
3
1
TA
7
Min1
1
TA
Attchd
1,980
Unf
2
489
TA
TA
Y
28
73
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
185,000
1,027
527,357,110
60
RL
75
9,743
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
5
6
1,969
1,969
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
Fa
No
BLQ
280
Unf
0
440
720
GasA
Gd
Y
SBrkr
720
588
0
1,308
0
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,969
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
146,900
1,028
527,357,180
60
RL
null
12,511
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
7
1,978
1,978
Mansard
WdShake
Plywood
Plywood
BrkFace
168
Gd
TA
PConc
Gd
TA
No
ALQ
988
Unf
0
432
1,420
GasA
Ex
Y
SBrkr
1,420
1,420
0
2,840
0
1
2
1
4
1
Gd
8
Min2
2
Gd
Attchd
1,978
Fin
4
1,314
TA
Gd
Y
0
16
0
0
208
0
null
MnPrv
null
0
12
2,008
WD
Normal
292,500
1,029
527,358,120
20
RL
104
11,361
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,976
1,976
Gable
CompShg
Plywood
Plywood
BrkFace
160
TA
TA
CBlock
Gd
TA
No
ALQ
644
Unf
0
549
1,193
GasA
TA
Y
SBrkr
1,523
0
0
1,523
0
1
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,976
Fin
2
478
TA
TA
Y
0
0
0
0
189
0
null
MnPrv
null
0
5
2,008
COD
Abnorml
180,000
1,030
527,359,030
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
120
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,444
1,444
GasA
TA
Y
SBrkr
1,444
0
0
1,444
0
0
2
0
2
1
TA
5
Typ
1
Gd
Attchd
1,976
Unf
2
473
TA
TA
Y
0
24
0
0
0
0
null
GdWo
null
0
4
2,008
WD
Normal
159,900
1,031
527,359,070
60
RL
80
10,480
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
6
1,976
1,976
Hip
CompShg
Plywood
Plywood
BrkFace
660
TA
TA
CBlock
TA
TA
No
ALQ
403
Unf
0
400
803
GasA
TA
Y
SBrkr
1,098
866
0
1,964
0
0
2
1
4
1
TA
8
Typ
1
Gd
Attchd
1,976
RFn
2
483
TA
TA
Y
0
69
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
205,000
1,032
527,378,020
20
RL
80
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
5
6
1,973
2,000
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
BLQ
1,084
Unf
0
92
1,176
GasA
Gd
Y
SBrkr
1,178
0
0
1,178
0
1
1
1
3
1
Gd
5
Typ
1
Fa
Attchd
1,973
Unf
2
439
TA
TA
Y
224
0
0
0
0
0
null
MnPrv
null
0
11
2,008
WD
Normal
157,000
1,033
527,380,240
60
RL
null
14,311
Pave
null
IR1
Lvl
AllPub
FR3
Gtl
NWAmes
Norm
Norm
1Fam
2Story
8
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
BrkFace
402
Gd
TA
PConc
Gd
TA
No
GLQ
1,023
Unf
0
213
1,236
GasA
Ex
Y
SBrkr
1,236
1,104
0
2,340
1
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
1,996
RFn
3
787
TA
TA
Y
192
180
218
0
0
0
null
GdPrv
null
0
6
2,008
WD
Normal
306,000
1,034
527,401,130
90
RL
60
9,000
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
Duplex
2Story
5
5
1,974
1,974
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
Mn
Unf
0
Unf
0
896
896
GasA
TA
Y
SBrkr
896
896
0
1,792
0
0
2
2
4
2
TA
8
Typ
0
null
Detchd
1,982
Unf
2
480
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
133,000
1,035
527,402,060
20
RL
65
9,750
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
602
LwQ
438
14
1,054
GasA
Gd
Y
SBrkr
1,054
0
0
1,054
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,969
Unf
2
460
TA
TA
Y
180
0
0
0
80
0
null
null
null
0
7
2,008
WD
Normal
151,000
1,036
527,402,130
20
RL
68
10,295
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
BrkFace
72
TA
TA
CBlock
Gd
TA
Mn
Rec
252
Unf
0
684
936
GasA
TA
Y
SBrkr
936
0
0
936
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,969
Unf
1
288
TA
TA
Y
16
0
0
0
0
0
null
null
null
0
9
2,008
COD
Normal
111,900
1,037
527,403,360
20
RL
63
7,560
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,971
1,971
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
No
Rec
119
ALQ
613
132
864
GasA
TA
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,977
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
123,000
1,038
527,425,035
20
RL
null
12,735
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,972
1,972
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
600
Unf
0
264
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,980
Unf
2
576
TA
TA
Y
216
0
0
0
0
0
null
MnWw
null
0
4
2,008
COD
Normal
111,250
1,039
527,427,110
120
RH
34
4,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
TwnhsE
1Story
6
5
1,998
1,999
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
266
Unf
0
1,139
1,405
GasA
Ex
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,998
Fin
2
511
TA
TA
Y
144
68
0
0
0
0
null
null
null
0
8
2,008
COD
Abnorml
181,000
1,040
527,450,110
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
359
TA
TA
CBlock
TA
TA
No
LwQ
458
Unf
0
25
483
GasA
TA
Y
SBrkr
483
504
0
987
0
1
1
1
2
1
TA
5
Typ
0
null
Detchd
1,973
Unf
1
264
TA
TA
Y
52
0
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
103,400
1,041
527,450,250
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
158
TA
TA
CBlock
TA
TA
No
BLQ
330
Unf
0
153
483
GasA
TA
Y
SBrkr
483
504
0
987
1
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,973
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
100,000
1,042
527,450,520
160
RM
21
1,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
6
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
422
TA
TA
CBlock
TA
TA
No
LwQ
483
Unf
0
0
483
GasA
Gd
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,975
Unf
1
352
TA
TA
Y
411
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
100,500
1,043
527,451,060
160
RM
21
1,869
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
6
1,970
1,970
Gable
CompShg
HdBoard
HdBoard
BrkFace
127
TA
TA
CBlock
TA
TA
No
Rec
321
Unf
0
162
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,987
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
106,000
1,044
527,451,290
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
232
TA
TA
CBlock
TA
TA
No
ALQ
387
Unf
0
96
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
4
Typ
0
null
Detchd
1,971
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
COD
Abnorml
85,400
1,045
527,451,400
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
TwnhsE
2Story
6
3
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
604
TA
TA
CBlock
TA
TA
No
ALQ
358
Unf
0
125
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,971
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
89,500
1,046
527,451,550
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
5
5
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
356
TA
TA
CBlock
TA
TA
No
Rec
350
Unf
0
280
630
GasA
TA
Y
SBrkr
630
672
0
1,302
0
0
2
1
3
1
TA
6
Typ
0
null
Detchd
1,972
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
111,750
1,047
527,452,150
120
RL
53
4,043
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
TwnhsE
1Story
6
6
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
559
Unf
0
510
1,069
GasA
TA
Y
SBrkr
1,069
0
0
1,069
0
0
2
0
2
1
TA
4
Typ
0
null
Attchd
1,977
RFn
2
440
TA
TA
Y
0
55
0
0
200
0
null
null
null
0
10
2,008
COD
Abnorml
140,000
1,048
527,453,160
160
RL
24
2,308
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NPkVill
Norm
Norm
TwnhsE
2Story
6
6
1,975
1,975
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
286
LwQ
294
275
855
GasA
Gd
Y
SBrkr
855
601
0
1,456
0
0
2
1
4
1
TA
7
Typ
0
null
Attchd
1,975
RFn
2
460
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
143,000
1,049
527,454,120
120
RL
24
2,529
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
Twnhs
1Story
7
6
1,977
1,977
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
378
Unf
0
677
1,055
GasA
Fa
Y
SBrkr
1,055
0
0
1,055
0
0
2
0
2
1
TA
4
Typ
0
null
Attchd
1,977
Unf
2
440
TA
TA
Y
0
38
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
148,500
1,050
527,455,270
20
RL
null
9,477
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
BrkFace
65
TA
TA
CBlock
TA
TA
No
Rec
340
Unf
0
524
864
GasA
TA
Y
SBrkr
892
0
0
892
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,966
RFn
1
264
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
10
2,008
WD
Normal
110,000
1,051
528,102,030
20
RL
96
12,444
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
426
Ex
TA
PConc
Ex
TA
Av
GLQ
1,336
Unf
0
596
1,932
GasA
Ex
Y
SBrkr
1,932
0
0
1,932
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,008
Fin
3
774
TA
TA
Y
0
66
0
304
0
0
null
null
null
0
11
2,008
New
Partial
394,617
1,052
528,102,110
60
RL
96
12,474
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
10
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
272
Ex
TA
PConc
Ex
TA
Av
GLQ
1,280
Unf
0
402
1,682
GasA
Ex
Y
SBrkr
1,742
590
0
2,332
1
0
2
1
3
1
Ex
9
Typ
1
Ex
BuiltIn
2,008
Fin
3
846
TA
TA
Y
196
134
0
0
0
0
null
null
null
0
8
2,008
New
Partial
426,000
1,053
528,104,050
20
RL
114
14,803
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
PosN
PosN
1Fam
1Story
10
5
2,007
2,008
Hip
CompShg
CemntBd
CmentBd
BrkFace
816
Ex
TA
PConc
Ex
TA
Av
GLQ
1,636
Unf
0
442
2,078
GasA
Ex
Y
SBrkr
2,084
0
0
2,084
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,007
Fin
3
1,220
TA
TA
Y
188
45
0
0
0
0
null
null
null
0
6
2,008
New
Partial
385,000
1,054
528,104,080
60
RL
67
14,948
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
268
Ex
TA
PConc
Ex
TA
Av
GLQ
1,330
Unf
0
122
1,452
GasA
Ex
Y
SBrkr
1,476
1,237
0
2,713
1
0
2
1
3
1
Ex
11
Typ
1
Gd
Attchd
2,008
Fin
3
858
TA
TA
Y
126
66
0
0
0
0
null
null
null
0
11
2,008
New
Partial
446,261
1,055
528,108,150
20
RL
98
12,704
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
302
Gd
TA
PConc
Ex
TA
No
GLQ
1,012
Unf
0
570
1,582
GasA
Ex
Y
SBrkr
1,582
0
0
1,582
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
3
905
TA
TA
Y
209
95
0
0
0
0
null
null
null
0
1
2,008
New
Partial
317,500
1,056
528,110,080
20
RL
107
13,891
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
436
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,400
Unf
0
310
1,710
GasA
Ex
Y
SBrkr
1,710
0
0
1,710
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
RFn
3
866
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
1
2,008
New
Partial
372,402
1,057
528,110,110
20
RL
105
13,693
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
554
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,728
BLQ
495
195
2,418
GasA
Ex
Y
SBrkr
2,464
0
0
2,464
1
0
2
1
4
1
Ex
9
Typ
1
Ex
Attchd
2,007
Fin
3
650
TA
TA
Y
358
78
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
417,500
1,058
528,114,040
20
RL
104
14,418
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
BrkFace
480
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,375
Unf
0
575
1,950
GasA
Ex
Y
SBrkr
1,950
0
0
1,950
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,007
Fin
3
706
TA
TA
Y
156
207
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
383,000
1,059
528,118,030
60
RL
108
13,418
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
270
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,420
Unf
0
430
1,850
GasA
Ex
Y
SBrkr
1,850
898
0
2,748
1
0
2
1
4
1
Ex
9
Typ
1
Gd
BuiltIn
2,006
Fin
3
850
TA
TA
Y
212
182
0
0
0
0
null
null
null
0
10
2,008
WD
Abnorml
390,000
1,060
528,118,090
60
RL
96
12,539
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
PosN
Norm
1Fam
2Story
10
5
2,005
2,006
Hip
CompShg
CemntBd
CmentBd
BrkFace
468
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,082
Unf
0
538
1,620
GasA
Ex
Y
SBrkr
1,632
1,158
0
2,790
1
0
2
1
4
1
Ex
10
Typ
1
Ex
BuiltIn
2,005
Fin
4
1,150
TA
TA
Y
30
200
0
0
192
0
null
null
null
0
6
2,008
WD
Normal
460,000
1,061
528,120,130
60
RL
102
12,151
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,005
Gable
CompShg
CemntBd
CmentBd
BrkFace
368
Gd
TA
PConc
Ex
TA
Av
GLQ
1,249
Unf
0
165
1,414
GasA
Ex
Y
SBrkr
1,414
917
0
2,331
1
0
2
1
3
1
Ex
9
Typ
1
Gd
BuiltIn
2,005
Fin
3
1,003
TA
TA
Y
192
63
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
379,000
1,062
528,142,020
60
RL
74
8,899
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
108
Ex
TA
PConc
Gd
TA
Av
GLQ
40
Unf
0
908
948
GasA
Ex
Y
SBrkr
948
1,140
0
2,088
0
0
2
1
4
1
Gd
10
Typ
1
Gd
BuiltIn
2,007
Fin
3
656
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
250,000
1,063
528,142,140
60
RL
85
10,574
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
Stone
126
Gd
TA
PConc
Ex
TA
No
GLQ
856
Unf
0
292
1,148
GasA
Ex
Y
SBrkr
1,170
1,162
0
2,332
1
0
2
1
4
1
Ex
9
Typ
1
Gd
BuiltIn
2,004
Fin
3
756
TA
TA
Y
224
142
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
316,000
1,064
528,164,060
20
RL
106
12,720
Pave
null
Reg
HLS
AllPub
Inside
Mod
NridgHt
Norm
Norm
1Fam
1Story
10
5
2,003
2,003
Hip
CompShg
MetalSd
MetalSd
Stone
680
Ex
TA
PConc
Ex
TA
Gd
GLQ
2,257
Unf
0
278
2,535
GasA
Ex
Y
SBrkr
2,470
0
0
2,470
2
0
1
1
1
1
Ex
7
Typ
2
Gd
Attchd
2,003
Fin
3
789
TA
TA
Y
154
65
0
0
216
144
Ex
null
null
0
2
2,008
WD
Normal
615,000
1,065
528,166,120
60
RL
110
13,688
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
664
Gd
TA
PConc
Ex
TA
Av
GLQ
1,016
Unf
0
556
1,572
GasA
Ex
Y
SBrkr
1,572
1,096
0
2,668
1
0
2
1
3
1
Ex
10
Typ
2
Gd
BuiltIn
2,003
Fin
3
726
TA
TA
Y
400
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
412,500
1,066
528,170,070
60
RL
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
292
Gd
TA
PConc
Gd
TA
No
GLQ
866
Unf
0
132
998
GasA
Ex
Y
SBrkr
1,006
1,040
0
2,046
1
0
2
1
3
1
Gd
8
Typ
1
Gd
BuiltIn
2,003
RFn
3
871
TA
TA
Y
320
62
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
284,000
1,067
528,172,080
20
RL
92
10,845
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
504
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,149
Unf
0
454
1,603
GasA
Ex
Y
SBrkr
1,575
0
0
1,575
1
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,003
Fin
3
732
TA
TA
Y
216
28
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
284,000
1,068
528,178,070
60
RL
130
16,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
1,110
Gd
TA
PConc
Ex
TA
Mn
GLQ
1,075
Unf
0
404
1,479
GasA
Ex
Y
SBrkr
1,515
1,134
0
2,649
1
0
2
1
4
1
Gd
10
Typ
1
TA
Attchd
2,001
Fin
3
746
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
421,250
1,069
528,178,090
60
RL
112
16,451
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
221
Gd
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,765
1,765
GasA
Ex
Y
SBrkr
1,804
886
0
2,690
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,003
Fin
3
795
TA
TA
Y
268
58
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
370,000
1,070
528,180,110
120
RL
58
10,110
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,008
2,008
Hip
CompShg
MetalSd
MetalSd
BrkFace
492
Ex
TA
PConc
Gd
TA
No
GLQ
372
Unf
0
1,486
1,858
GasA
Ex
Y
SBrkr
1,866
0
0
1,866
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,008
Fin
3
870
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
11
2,008
New
Partial
336,860
1,071
528,180,140
120
RL
65
8,769
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,008
2,008
Hip
CompShg
MetalSd
MetalSd
BrkFace
766
Ex
TA
PConc
Ex
TA
No
GLQ
1,540
Unf
0
162
1,702
GasA
Ex
Y
SBrkr
1,702
0
0
1,702
1
0
1
1
1
1
Ex
7
Typ
1
Gd
Attchd
2,008
Fin
3
1,052
TA
TA
Y
0
72
0
0
224
0
null
null
null
0
10
2,008
New
Partial
367,294
1,072
528,181,010
120
RL
135
12,304
Pave
null
IR3
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
144
Gd
TA
PConc
Gd
TA
No
GLQ
20
Unf
0
1,347
1,367
GasA
Ex
Y
SBrkr
1,367
0
0
1,367
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
484
TA
TA
Y
0
33
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
192,000
1,073
528,186,030
120
RL
62
12,677
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,003
2,004
Hip
CompShg
MetalSd
MetalSd
BrkFace
472
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,218
Unf
0
300
1,518
GasA
Ex
Y
SBrkr
1,518
0
0
1,518
0
0
1
1
1
1
Ex
6
Typ
1
Gd
Attchd
2,003
RFn
2
588
TA
TA
Y
185
140
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
274,000
1,074
528,186,080
120
RL
63
8,849
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
616
Ex
TA
PConc
Ex
TA
No
GLQ
28
Unf
0
1,656
1,684
GasA
Ex
Y
SBrkr
1,684
0
0
1,684
0
0
2
0
2
1
Ex
6
Typ
1
Ex
Attchd
2,005
RFn
2
564
TA
TA
Y
495
72
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
266,000
1,075
528,186,130
120
RL
89
8,232
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,007
2,008
Hip
CompShg
MetalSd
MetalSd
BrkFace
714
Ex
TA
PConc
Ex
TA
No
GLQ
1,204
Unf
0
596
1,800
GasA
Ex
Y
SBrkr
1,800
0
0
1,800
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,008
RFn
3
944
TA
TA
Y
210
0
0
0
0
0
null
null
null
0
6
2,008
New
Partial
370,967
1,076
528,186,160
120
RL
48
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Hip
CompShg
MetalSd
MetalSd
BrkFace
176
Gd
TA
PConc
Gd
TA
No
GLQ
846
Unf
0
496
1,342
GasA
Ex
Y
SBrkr
1,342
0
0
1,342
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
Fin
2
550
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
234,250
1,077
528,186,170
120
RL
48
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Hip
CompShg
MetalSd
MetalSd
BrkFace
196
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,318
1,342
GasA
Ex
Y
SBrkr
1,342
0
0
1,342
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
RFn
2
550
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
219,500
1,078
528,188,090
160
RL
36
2,448
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
Wd Shng
Stone
106
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
764
764
GasA
Ex
Y
SBrkr
764
862
0
1,626
0
0
2
1
2
1
Gd
6
Typ
0
null
BuiltIn
2,003
RFn
2
474
TA
TA
Y
0
27
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
155,000
1,079
528,188,150
160
RL
36
2,448
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
Wd Shng
Stone
106
Gd
TA
PConc
Gd
TA
No
GLQ
573
Unf
0
191
764
GasA
Ex
Y
SBrkr
764
862
0
1,626
1
0
2
1
2
1
Gd
6
Typ
0
null
BuiltIn
2,003
RFn
2
474
TA
TA
Y
0
27
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
154,000
1,080
528,190,010
120
RM
59
8,198
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
Stone
146
Gd
TA
PConc
Gd
TA
Av
GLQ
720
Unf
0
638
1,358
GasA
Ex
Y
SBrkr
1,358
0
0
1,358
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,004
RFn
2
484
TA
TA
Y
192
30
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
207,000
1,081
528,228,345
120
RL
null
3,940
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
143
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,073
Unf
0
342
1,415
GasA
Ex
Y
SBrkr
1,455
0
0
1,455
1
0
2
0
2
1
Gd
6
Typ
1
TA
Attchd
2,003
Fin
3
644
TA
TA
Y
156
20
0
0
144
0
null
null
null
0
8
2,008
WD
Normal
195,000
1,082
528,228,405
120
RM
null
3,940
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
24
Gd
TA
PConc
Gd
TA
No
GLQ
1,087
Unf
0
306
1,393
GasA
Ex
Y
SBrkr
1,576
0
0
1,576
1
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,004
RFn
3
668
TA
TA
Y
143
20
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
219,990
1,083
528,228,445
120
RL
43
3,182
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
14
Gd
TA
PConc
Gd
Gd
No
GLQ
16
Unf
0
1,330
1,346
GasA
Ex
Y
SBrkr
1,504
0
0
1,504
0
0
2
0
2
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
437
TA
TA
Y
156
20
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
191,000
1,084
528,228,465
20
RL
43
3,182
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
16
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,266
1,266
GasA
Ex
Y
SBrkr
1,266
0
0
1,266
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
Fin
2
388
TA
TA
Y
100
16
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
159,895
1,085
528,228,540
20
RL
53
3,710
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
1Fam
1Story
7
5
2,007
2,008
Gable
CompShg
WdShing
Wd Shng
BrkFace
20
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,146
1,146
GasA
Ex
Y
SBrkr
1,246
0
0
1,246
0
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,007
Fin
2
428
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
3
2,008
New
Partial
187,687
1,086
528,235,020
60
RL
80
9,024
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
789
789
GasA
Ex
Y
SBrkr
813
702
0
1,515
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,004
Fin
2
393
TA
TA
Y
0
75
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
179,000
1,087
528,235,120
60
RL
62
7,415
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
GLQ
759
Unf
0
80
839
GasA
Ex
Y
SBrkr
864
729
0
1,593
1
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
2,004
Fin
2
398
TA
TA
Y
100
75
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
193,000
1,088
528,235,180
80
RL
59
9,587
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
182
Gd
TA
PConc
Gd
TA
Gd
GLQ
655
Unf
0
201
856
GasA
Ex
Y
SBrkr
1,166
0
0
1,166
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,005
Fin
2
400
TA
TA
Y
212
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
190,000
1,089
528,240,040
60
RL
51
8,029
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,005
Fin
2
400
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
176,000
1,090
528,240,050
60
RL
null
8,010
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,002
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
880
0
1,720
0
0
2
1
3
1
Gd
7
Typ
1
Gd
BuiltIn
2,002
Fin
2
400
TA
TA
Y
138
48
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
188,000
1,091
528,250,030
60
RL
null
8,396
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
196
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
847
847
GasA
Ex
Y
SBrkr
847
1,139
0
1,986
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,003
Fin
2
434
TA
TA
Y
120
48
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
213,000
1,092
528,253,020
120
RL
55
7,301
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
6
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
176
Gd
TA
PConc
Gd
TA
No
GLQ
876
Unf
0
474
1,350
GasA
Ex
Y
SBrkr
1,358
0
0
1,358
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,008
RFn
2
484
TA
TA
Y
192
26
0
0
0
0
null
null
null
0
11
2,008
New
Partial
217,300
1,093
528,280,130
60
RL
93
10,261
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
318
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
936
936
GasA
Ex
Y
SBrkr
962
830
0
1,792
1
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
2,000
Fin
2
451
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
186,500
1,094
528,280,180
60
RL
71
8,220
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,000
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
647
Gd
TA
PConc
Gd
TA
Av
GLQ
544
Unf
0
438
982
GasA
Ex
Y
SBrkr
1,008
884
0
1,892
0
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
2,000
RFn
2
431
TA
TA
Y
108
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
226,750
1,095
528,290,010
60
RL
60
15,384
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
724
Unf
0
64
788
GasA
Ex
Y
SBrkr
788
702
0
1,490
1
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,004
Fin
2
388
TA
TA
Y
100
75
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
184,000
1,096
528,290,090
60
RL
null
7,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
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
707
707
GasA
Ex
Y
SBrkr
707
707
0
1,414
0
0
2
1
3
1
Gd
6
Typ
1
Gd
Attchd
2,002
Fin
2
403
TA
TA
Y
100
35
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
176,000
1,097
528,292,060
60
RL
41
12,460
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
870
Unf
0
167
1,037
GasA
Ex
Y
SBrkr
1,037
1,285
0
2,322
0
0
2
1
4
1
TA
8
Typ
1
TA
BuiltIn
1,999
Fin
2
400
TA
TA
Y
144
44
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
225,000
1,098
528,294,060
60
RL
77
8,390
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
831
831
GasA
Ex
Y
SBrkr
873
778
0
1,651
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,999
Fin
2
450
TA
TA
Y
0
103
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
185,900
1,099
528,315,060
75
RL
84
9,660
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2.5Unf
8
5
1,997
1,997
Hip
CompShg
HdBoard
HdBoard
BrkFace
1,290
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,173
1,173
GasA
Ex
Y
SBrkr
1,182
1,017
0
2,199
0
0
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,997
Fin
2
516
TA
TA
Y
0
131
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
284,500
1,100
528,315,110
60
RL
80
9,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
473
Gd
TA
PConc
Gd
TA
No
GLQ
986
Unf
0
484
1,470
GasA
Gd
Y
SBrkr
1,470
1,160
0
2,630
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,998
Fin
3
696
TA
TA
Y
0
66
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
315,000