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
1,401
905,352,070
20
RL
82
20,270
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
ClearCr
Norm
Norm
1Fam
1Story
7
6
1,979
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
599
Unf
0
925
1,524
GasA
TA
Y
SBrkr
1,524
0
0
1,524
1
0
2
0
3
1
TA
7
Typ
2
Gd
Attchd
1,979
Fin
2
478
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
245,000
1,402
905,401,045
20
RL
73
39,104
Pave
null
IR1
Low
AllPub
CulDSac
Sev
ClearCr
Norm
Norm
1Fam
1Story
7
7
1,954
2,005
Flat
Membran
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
LwQ
226
GLQ
1,063
96
1,385
GasA
Ex
Y
SBrkr
1,363
0
0
1,363
1
0
1
0
2
1
TA
5
Mod
2
TA
Attchd
1,954
Unf
2
439
TA
TA
Y
81
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
241,500
1,403
905,401,060
20
RL
null
53,227
Pave
null
IR1
Low
AllPub
CulDSac
Mod
ClearCr
Norm
Norm
1Fam
1Story
4
6
1,954
1,994
Flat
Tar&Grv
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
BLQ
1,116
Unf
0
248
1,364
GasA
Ex
Y
SBrkr
1,663
0
0
1,663
1
0
1
0
2
1
Gd
6
Min1
2
Gd
Attchd
1,954
Fin
2
529
TA
TA
Y
224
137
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
256,000
1,404
905,402,090
80
RL
124
11,512
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
SLvl
6
7
1,959
2,006
Gable
CompShg
Plywood
Plywood
BrkFace
84
TA
TA
CBlock
TA
TA
Av
ALQ
719
Unf
0
300
1,019
GasA
Gd
Y
SBrkr
1,357
0
0
1,357
1
0
1
0
2
1
Ex
5
Typ
1
Gd
Basment
1,959
RFn
1
312
TA
TA
Y
0
0
0
0
163
0
null
GdPrv
null
0
5
2,008
WD
Normal
177,000
1,405
905,403,060
50
RL
50
5,190
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
7
5
1,948
1,950
Gable
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
570
570
GasA
TA
Y
SBrkr
617
462
0
1,079
0
0
1
0
2
1
TA
5
Typ
1
Gd
Attchd
1,948
Unf
1
249
TA
TA
Y
135
0
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
125,600
1,406
905,403,150
20
RL
85
10,452
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
5
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
Stone
216
TA
TA
CBlock
TA
TA
Mn
Rec
500
Unf
0
594
1,094
GasA
Ex
Y
SBrkr
1,094
0
0
1,094
0
0
1
0
3
1
TA
5
Typ
2
Gd
Attchd
1,953
RFn
2
495
TA
TA
Y
0
0
0
0
287
0
null
null
null
0
6
2,008
WD
Normal
155,000
1,407
905,425,125
50
RL
75
45,600
Pave
null
IR2
Bnk
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
1.5Fin
6
8
1,908
1,997
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
907
907
GasA
TA
Y
SBrkr
1,307
1,051
0
2,358
0
0
3
0
5
1
TA
10
Typ
1
Gd
Detchd
1,908
Unf
2
360
Fa
TA
Y
486
40
0
0
175
0
null
null
null
0
9
2,008
WD
Normal
240,000
1,408
905,426,030
30
RL
85
19,550
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,940
2,007
Flat
Tar&Grv
PreCast
PreCast
null
0
TA
TA
PConc
TA
TA
Gd
ALQ
1,035
Unf
0
545
1,580
GasA
Ex
Y
SBrkr
1,518
0
0
1,518
1
0
1
0
2
1
Fa
5
Typ
2
Gd
null
null
null
0
0
null
null
Y
0
39
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
260,000
1,409
905,427,050
50
RL
66
21,780
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
7
1,918
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
Mn
Unf
0
Unf
0
1,163
1,163
GasA
Ex
Y
SBrkr
1,163
511
0
1,674
0
0
2
0
4
1
TA
8
Typ
1
Gd
Detchd
1,955
Fin
2
396
TA
TA
N
72
36
0
0
144
0
null
null
null
0
7
2,008
WD
Normal
185,000
1,410
905,427,070
70
RL
120
13,728
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
7
1,935
1,986
Hip
CompShg
Stucco
Stucco
null
0
TA
TA
CBlock
TA
TA
No
Rec
626
Unf
0
501
1,127
GasA
Ex
Y
SBrkr
1,236
872
0
2,108
0
0
2
0
4
1
Gd
7
Typ
2
TA
Basment
1,935
Unf
2
540
TA
TA
Y
0
0
0
0
90
0
null
null
null
0
7
2,008
WD
Normal
235,000
1,411
905,451,330
20
RL
68
9,571
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,956
1,956
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
Rec
870
Unf
0
639
1,509
GasA
TA
Y
FuseA
1,509
0
0
1,509
1
0
1
0
3
1
Gd
6
Typ
1
TA
Attchd
1,956
Unf
1
322
TA
TA
Y
158
0
0
0
576
0
null
MnPrv
null
0
7
2,008
WD
Normal
159,900
1,412
905,452,070
90
RL
50
9,350
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
SFoyer
5
5
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
864
Unf
0
0
864
GasA
Fa
N
SBrkr
864
0
0
864
1
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
99,600
1,413
905,452,120
60
RL
50
9,360
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
8
1,962
2,001
Gable
CompShg
VinylSd
VinylSd
BrkCmn
216
Gd
TA
CBlock
TA
TA
No
Rec
324
Unf
0
297
621
GasA
TA
Y
SBrkr
621
648
0
1,269
0
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,962
Unf
1
280
TA
TA
Y
0
236
0
0
0
0
null
GdWo
null
0
11
2,008
WD
Normal
134,500
1,414
905,476,120
50
RL
50
8,405
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
8
1,900
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Gd
No
Rec
241
BLQ
391
229
861
GasA
Ex
Y
SBrkr
961
406
0
1,367
1
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,978
Unf
1
384
TA
TA
Y
0
130
112
0
0
0
null
MnPrv
null
0
4
2,008
WD
Normal
119,000
1,415
905,477,050
190
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
2fmCon
2Story
5
7
1,910
1,991
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
969
Unf
0
148
1,117
GasA
TA
Y
SBrkr
820
527
0
1,347
1
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
85
0
148
0
0
0
null
null
null
0
1
2,008
WD
Normal
107,500
1,416
905,479,110
190
RL
68
10,880
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
2fmCon
1Story
5
5
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,040
Unf
0
124
1,164
GasW
TA
N
SBrkr
1,164
0
0
1,164
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,950
Unf
1
240
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
8
2,008
ConLD
Normal
125,000
1,417
905,480,150
50
RL
60
9,600
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Artery
Norm
1Fam
1.5Fin
6
5
1,924
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
572
572
Grav
Fa
N
FuseF
572
524
0
1,096
0
0
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
0
8
128
0
0
0
null
null
null
0
4
2,008
WD
Normal
79,000
1,418
905,480,240
50
RL
60
9,084
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Artery
Norm
1Fam
1.5Fin
5
6
1,941
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
Fa
Mn
LwQ
236
Rec
380
0
616
GasA
TA
N
SBrkr
616
495
0
1,111
0
1
1
0
3
1
TA
5
Typ
0
null
Detchd
1,941
Unf
1
200
TA
Fa
Y
48
0
0
0
0
0
null
null
null
0
3
2,008
ConLw
Normal
95,000
1,419
906,204,150
60
RL
86
11,839
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,990
1,990
Hip
CompShg
HdBoard
HdBoard
BrkFace
99
TA
TA
PConc
Gd
TA
No
GLQ
1,085
Unf
0
390
1,475
GasA
Ex
Y
SBrkr
1,532
797
0
2,329
1
0
2
1
4
1
Gd
10
Typ
1
Ex
Attchd
1,990
Unf
2
514
TA
TA
Y
192
121
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
262,280
1,420
906,204,280
60
RL
null
9,771
Pave
null
IR3
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,995
2,002
Gable
CompShg
HdBoard
HdBoard
BrkFace
190
Gd
TA
PConc
Gd
TA
No
LwQ
779
Unf
0
298
1,077
GasA
Ex
Y
SBrkr
1,093
1,721
0
2,814
0
1
2
1
4
1
Gd
9
Typ
1
TA
BuiltIn
1,995
Fin
2
614
TA
TA
Y
48
32
0
0
216
0
null
GdPrv
null
0
6
2,008
WD
Normal
260,000
1,421
906,223,110
20
RL
80
9,938
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
1,994
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
251
Gd
TA
PConc
Gd
TA
No
GLQ
1,271
Unf
0
331
1,602
GasA
Ex
Y
SBrkr
1,626
0
0
1,626
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,994
RFn
2
534
TA
TA
Y
424
40
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
226,500
1,422
906,223,140
60
RL
null
14,171
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
355
Unf
0
457
812
GasA
Ex
Y
SBrkr
1,101
1,099
0
2,200
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,993
RFn
2
453
TA
TA
Y
168
98
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
225,000
1,423
906,223,220
80
RL
85
10,541
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
SLvl
7
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
672
672
GasA
Ex
Y
SBrkr
1,302
735
0
2,037
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,996
Fin
2
472
TA
TA
Y
100
33
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
229,000
1,424
906,378,190
60
RL
65
10,616
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
628
628
GasA
Ex
Y
SBrkr
628
728
0
1,356
0
0
2
1
3
1
Gd
6
Typ
1
Gd
BuiltIn
2,007
Fin
2
484
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
3
2,008
New
Partial
177,439
1,425
906,380,030
20
RL
65
9,345
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
156
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,615
1,615
GasA
Ex
Y
SBrkr
1,615
0
0
1,615
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
864
TA
TA
Y
168
30
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
248,500
1,426
906,412,010
20
RL
91
11,778
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
9
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
554
Gd
TA
PConc
Gd
TA
Gd
GLQ
2,085
Unf
0
186
2,271
GasA
Ex
Y
SBrkr
2,276
0
0
2,276
1
0
2
0
3
1
Ex
7
Typ
2
Gd
Attchd
2,008
RFn
3
1,348
Gd
TA
Y
0
0
70
0
255
0
null
null
null
0
6
2,008
WD
Abnorml
475,000
1,427
906,412,050
20
RL
91
11,778
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
PosN
Norm
1Fam
1Story
9
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
402
Ex
TA
PConc
Ex
TA
Av
GLQ
1,153
Unf
0
598
1,751
GasA
Ex
Y
SBrkr
1,766
0
0
1,766
1
0
2
1
3
1
Ex
8
Typ
2
Gd
Attchd
2,008
Fin
3
874
TA
TA
Y
216
36
0
0
0
0
null
null
null
0
12
2,008
New
Partial
395,039
1,428
906,420,130
60
RL
59
11,228
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,993
1,993
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
BLQ
50
GLQ
531
499
1,080
GasA
Ex
Y
SBrkr
1,080
1,017
0
2,097
0
1
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,993
Unf
3
678
TA
TA
Y
196
187
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
228,000
1,429
906,424,010
80
RL
null
11,454
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
SLvl
8
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
302
Gd
TA
PConc
Gd
TA
Gd
GLQ
770
Unf
0
631
1,401
GasA
Ex
Y
SBrkr
1,511
0
0
1,511
1
0
2
0
3
1
Gd
6
Typ
1
Fa
Attchd
1,995
Fin
3
811
TA
TA
Y
168
42
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
225,000
1,430
906,475,100
20
RL
null
11,500
Pave
null
IR1
Bnk
AllPub
CulDSac
Gtl
ClearCr
Norm
Norm
1Fam
1Story
6
6
1,966
1,966
Flat
Tar&Grv
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
Gd
Gd
LwQ
262
ALQ
723
197
1,182
GasA
Ex
Y
SBrkr
1,643
0
0
1,643
1
0
2
0
2
1
TA
6
Typ
1
Gd
Attchd
1,966
Unf
2
438
TA
TA
Y
339
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
195,000
1,431
906,476,030
60
RL
79
12,798
Pave
null
IR1
HLS
AllPub
Inside
Mod
ClearCr
Feedr
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
462
Unf
0
154
616
GasA
Gd
Y
SBrkr
616
1,072
0
1,688
1
0
2
1
4
1
Gd
8
Typ
0
null
Attchd
1,997
RFn
2
603
TA
TA
Y
403
114
185
0
0
0
null
null
Shed
400
5
2,008
WD
Normal
200,000
1,432
907,126,030
20
RL
65
9,750
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
TA
PConc
Gd
TA
No
GLQ
722
Unf
0
268
990
GasA
Ex
Y
SBrkr
990
0
0
990
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,997
Unf
2
528
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
155,000
1,433
907,135,020
20
RL
75
9,525
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,995
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,099
1,099
GasA
Ex
Y
SBrkr
1,099
0
0
1,099
0
0
1
1
3
1
Gd
6
Typ
0
null
Attchd
1,999
Unf
1
352
TA
TA
Y
278
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
144,000
1,434
907,135,260
20
RL
57
9,245
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
686
Unf
0
304
990
GasA
Ex
Y
SBrkr
990
0
0
990
0
1
1
0
3
1
TA
5
Typ
0
null
Detchd
1,996
Unf
2
672
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
145,000
1,435
907,175,080
20
RL
null
8,696
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
150
TA
TA
PConc
Gd
TA
Gd
GLQ
1,308
Unf
0
110
1,418
GasA
Ex
Y
SBrkr
1,418
0
0
1,418
1
0
2
0
3
1
Gd
5
Typ
1
TA
Attchd
1,997
RFn
2
558
TA
TA
Y
208
110
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
226,001
1,436
907,176,010
60
RL
null
13,142
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
PosN
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
BrkFace
128
TA
TA
PConc
Gd
TA
No
GLQ
688
Unf
0
176
864
GasA
Ex
Y
SBrkr
872
899
0
1,771
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,997
RFn
2
600
TA
TA
Y
0
96
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
215,700
1,437
907,181,120
60
RL
68
8,998
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
120
Gd
TA
PConc
Gd
TA
Mn
GLQ
527
Unf
0
255
782
GasA
Ex
Y
SBrkr
782
870
0
1,652
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,000
RFn
2
532
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
207,500
1,438
907,181,140
60
RL
68
9,179
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
158
Gd
TA
PConc
Gd
TA
No
GLQ
633
Unf
0
240
873
GasA
Ex
Y
SBrkr
882
908
0
1,790
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,999
RFn
2
588
TA
TA
Y
0
88
0
0
0
0
null
null
null
0
6
2,008
WD
Abnorml
193,000
1,439
907,187,030
60
RL
57
8,924
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
880
880
GasA
Ex
Y
SBrkr
880
844
0
1,724
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
1,998
Fin
2
527
TA
TA
Y
120
155
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
188,000
1,440
907,187,080
20
RL
93
9,382
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
125
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,468
1,468
GasA
Ex
Y
SBrkr
1,479
0
0
1,479
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,999
RFn
2
577
TA
TA
Y
120
25
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
191,000
1,441
907,192,130
20
RL
88
12,803
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
99
Gd
TA
PConc
Gd
TA
Mn
GLQ
922
Unf
0
572
1,494
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,002
RFn
2
530
TA
TA
Y
192
36
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
221,000
1,442
907,194,020
60
RL
80
12,435
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
172
Gd
TA
PConc
Gd
TA
No
GLQ
361
Unf
0
602
963
GasA
Ex
Y
SBrkr
963
829
0
1,792
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,001
RFn
2
564
TA
TA
Y
0
96
0
245
0
0
null
null
null
0
5
2,008
WD
Normal
231,500
1,443
907,196,040
60
RL
75
12,192
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,000
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
663
Unf
0
265
928
GasA
Ex
Y
SBrkr
928
895
0
1,823
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,000
RFn
2
626
TA
TA
Y
192
36
0
0
0
0
null
null
Shed
4,500
5
2,008
WD
Normal
235,000
1,444
907,196,050
60
RL
68
11,250
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
162
Gd
TA
PConc
Gd
TA
Mn
GLQ
486
Unf
0
434
920
GasA
Ex
Y
SBrkr
920
866
0
1,786
1
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
2,001
RFn
2
608
TA
TA
Y
0
42
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
223,500
1,445
907,200,110
20
RL
null
9,200
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,980
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
Av
LwQ
280
BLQ
491
167
938
GasA
TA
Y
SBrkr
938
0
0
938
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,977
Unf
1
308
TA
TA
Y
145
0
0
0
0
0
null
MnPrv
null
0
7
2,008
WD
Normal
130,250
1,446
907,201,060
80
RL
65
8,385
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
5
8
1,977
1,977
Gable
CompShg
HdBoard
HdBoard
BrkFace
220
Gd
TA
CBlock
Gd
Gd
Av
GLQ
595
Unf
0
390
985
GasA
TA
Y
SBrkr
985
0
0
985
0
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,977
Unf
1
328
TA
TA
Y
210
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
149,900
1,447
907,202,010
20
RL
null
12,250
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
180
TA
TA
CBlock
Gd
TA
Mn
ALQ
781
Unf
0
83
864
GasA
Ex
Y
SBrkr
1,174
0
0
1,174
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,978
Unf
2
528
TA
TA
Y
211
0
280
0
0
0
null
null
null
0
5
2,008
WD
Normal
158,000
1,448
907,202,160
80
RL
null
10,970
Pave
null
IR1
Low
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
SLvl
6
6
1,978
1,978
Gable
CompShg
Plywood
HdBoard
null
0
TA
TA
CBlock
Gd
Gd
Gd
GLQ
505
LwQ
435
0
940
GasA
TA
Y
SBrkr
1,026
0
0
1,026
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,981
Unf
2
576
TA
Fa
Y
0
0
34
0
0
0
null
MnPrv
null
0
10
2,008
WD
Normal
147,000
1,449
907,202,190
20
RL
null
9,216
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
BrkFace
176
TA
TA
CBlock
TA
TA
Av
ALQ
294
Unf
0
782
1,076
GasA
TA
Y
SBrkr
1,076
0
0
1,076
0
0
1
1
3
1
TA
5
Typ
1
Fa
Detchd
1,985
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
9
2,008
WD
Abnorml
143,195
1,450
907,202,240
20
RL
40
14,330
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
2,001
Gable
CompShg
Plywood
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
88
ALQ
596
180
864
GasA
TA
Y
SBrkr
1,558
0
0
1,558
1
0
2
0
2
1
TA
5
Min2
0
null
Attchd
1,975
Fin
2
440
TA
TA
Y
140
0
239
0
227
0
null
null
null
0
8
2,008
WD
Normal
163,000
1,451
907,203,090
20
RL
88
7,990
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
924
924
GasA
TA
Y
SBrkr
924
0
0
924
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,981
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
4
2,008
WD
Normal
110,000
1,452
907,227,050
20
RL
60
7,180
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,972
1,972
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
390
Unf
0
474
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,989
Unf
1
352
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
127,000
1,453
907,227,300
20
RL
60
7,200
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
632
Unf
0
148
780
GasA
Ex
Y
SBrkr
780
0
0
780
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,973
Unf
1
352
TA
TA
Y
196
0
0
0
0
0
null
MnPrv
null
0
1
2,008
WD
Normal
124,900
1,454
907,250,020
20
RL
75
9,742
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,002
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
281
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,777
1,777
GasA
Ex
Y
SBrkr
1,795
0
0
1,795
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
RFn
2
534
TA
TA
Y
171
159
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
230,000
1,455
907,251,090
60
RL
75
9,473
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
GLQ
804
Unf
0
324
1,128
GasA
Ex
Y
SBrkr
1,128
903
0
2,031
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
RFn
2
577
TA
TA
Y
0
211
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
237,000
1,456
907,253,060
60
RL
null
10,316
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
735
Unf
0
257
992
GasA
Ex
Y
SBrkr
992
873
0
1,865
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
3
839
TA
TA
Y
0
184
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
235,000
1,457
907,253,110
60
RL
null
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
227
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,257
1,257
GasA
Ex
Y
SBrkr
1,290
871
0
2,161
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
2,001
RFn
2
570
TA
TA
Y
0
84
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
230,500
1,458
907,254,020
60
RL
73
9,066
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
320
Gd
TA
PConc
Gd
TA
Mn
GLQ
668
Unf
0
336
1,004
GasA
Ex
Y
SBrkr
1,004
848
0
1,852
0
0
2
1
3
1
Gd
7
Typ
2
TA
Attchd
1,999
Fin
3
660
TA
TA
Y
224
106
0
0
0
0
null
GdPrv
null
0
12
2,008
WD
Normal
230,000
1,459
907,254,090
60
RL
75
11,404
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
202
Gd
TA
PConc
Gd
TA
Av
ALQ
252
Unf
0
901
1,153
GasA
Ex
Y
SBrkr
1,153
878
0
2,031
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,998
Fin
2
541
TA
TA
Y
192
84
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
222,500
1,460
907,255,020
60
RL
null
9,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
396
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,055
1,055
GasA
Ex
Y
SBrkr
1,055
1,208
0
2,263
0
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,001
Fin
2
905
TA
TA
Y
0
45
0
0
189
0
null
null
null
0
9
2,008
WD
Normal
287,000
1,461
907,255,030
60
RL
null
9,720
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
9
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
134
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,194
Unf
0
163
1,357
GasA
Ex
Y
SBrkr
1,366
581
0
1,947
1
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,001
Fin
3
725
TA
TA
Y
168
116
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
274,000
1,462
907,255,060
20
RL
null
14,860
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,002
2,003
Hip
CompShg
VinylSd
VinylSd
BrkFace
240
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,538
Unf
0
240
1,778
GasA
Ex
Y
SBrkr
1,786
0
0
1,786
1
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,002
RFn
3
715
TA
TA
Y
182
35
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
300,000
1,463
907,260,010
60
RL
null
11,250
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,128
1,128
GasA
Ex
Y
SBrkr
1,149
1,141
0
2,290
0
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
2,002
Unf
2
779
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
255,900
1,464
907,262,030
60
RL
65
8,158
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
252
Gd
TA
PConc
Gd
TA
No
GLQ
550
Unf
0
334
884
GasA
Ex
Y
SBrkr
884
884
0
1,768
1
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,003
RFn
2
543
TA
TA
Y
0
63
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
224,900
1,465
907,262,060
60
RL
41
10,905
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,129
1,129
GasA
Ex
Y
SBrkr
1,129
1,198
0
2,327
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,003
RFn
2
596
TA
TA
Y
0
57
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
240,000
1,466
907,262,070
60
RL
72
7,226
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
798
798
GasA
Ex
Y
SBrkr
798
842
0
1,640
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,003
RFn
2
595
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
183,000
1,467
907,265,100
60
RL
96
11,690
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
192
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
850
850
GasA
Ex
Y
SBrkr
886
878
0
1,764
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,999
Unf
2
560
TA
TA
Y
120
29
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
207,000
1,468
907,285,080
60
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
TA
No
GLQ
642
Unf
0
273
915
GasA
Ex
Y
SBrkr
933
975
0
1,908
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,994
Unf
2
493
TA
TA
Y
144
133
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
210,000
1,469
907,290,150
120
RM
37
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
686
Unf
0
162
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
0
null
Attchd
2,003
Fin
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
136,500
1,470
907,290,250
120
RM
null
4,426
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
205
Gd
TA
PConc
Gd
TA
Mn
GLQ
662
Unf
0
186
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
0
null
Attchd
2,004
RFn
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
145,000
1,471
907,295,020
20
RL
75
13,125
Pave
null
Reg
Lvl
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
1Story
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
215
TA
TA
PConc
Gd
TA
Gd
GLQ
994
Unf
0
484
1,478
GasA
Ex
Y
SBrkr
1,493
0
0
1,493
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,997
Fin
2
508
TA
TA
Y
140
39
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
208,900
1,472
907,295,100
90
RM
83
10,126
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
Duplex
SFoyer
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
Gd
GLQ
1,593
LwQ
162
83
1,838
GasA
Ex
Y
SBrkr
1,838
0
0
1,838
2
0
2
0
2
2
TA
8
Typ
0
null
Attchd
1,998
Unf
3
721
TA
TA
Y
160
67
0
0
0
0
null
null
null
0
7
2,008
WD
Abnorml
185,000
1,473
907,405,020
20
RL
70
9,135
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
113
Gd
TA
PConc
Gd
TA
Av
GLQ
810
Unf
0
726
1,536
GasA
Ex
Y
SBrkr
1,536
0
0
1,536
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,002
RFn
2
532
TA
TA
Y
192
74
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
214,000
1,474
907,405,140
60
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
196
Gd
TA
PConc
Gd
TA
No
GLQ
706
Unf
0
150
856
GasA
Ex
Y
SBrkr
856
854
0
1,710
1
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,003
RFn
2
548
TA
TA
Y
0
61
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
208,500
1,475
907,412,040
20
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
Stone
50
Gd
TA
PConc
Gd
TA
Mn
GLQ
24
Unf
0
1,421
1,445
GasA
Ex
Y
SBrkr
1,445
0
0
1,445
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,004
Unf
2
470
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
186,500
1,476
907,412,070
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
266
Gd
TA
PConc
Gd
TA
Mn
GLQ
946
Unf
0
490
1,436
GasA
Ex
Y
SBrkr
1,436
0
0
1,436
1
0
2
0
3
1
Gd
8
Typ
0
null
Attchd
2,004
Unf
2
484
TA
TA
Y
139
98
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
210,000
1,477
907,412,080
60
RL
64
8,320
Pave
null
Reg
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
GLQ
490
Unf
0
280
770
GasA
Ex
Y
SBrkr
770
812
0
1,582
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,004
RFn
2
520
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
185,900
1,478
907,412,090
20
RL
85
11,049
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,234
1,234
GasA
Ex
Y
SBrkr
1,234
0
0
1,234
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
RFn
2
484
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
179,900
1,479
907,418,010
20
RL
85
11,058
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
6
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
212
Gd
TA
PConc
Gd
TA
No
GLQ
56
Unf
0
1,508
1,564
GasA
Ex
Y
SBrkr
1,564
0
0
1,564
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
3
814
TA
TA
Y
0
24
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
218,836
1,480
907,418,040
20
RL
74
9,627
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
24
Unf
0
1,327
1,351
GasA
Ex
Y
SBrkr
1,361
0
0
1,361
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
610
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
193,000
1,481
907,420,080
60
RL
63
8,199
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
WdShing
Wd Shng
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
648
Unf
0
80
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
410
TA
TA
Y
36
18
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
189,000
1,482
907,425,010
120
RM
null
4,426
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
147
Gd
TA
PConc
Gd
TA
Av
GLQ
697
Unf
0
151
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
1
TA
Attchd
2,004
RFn
2
420
TA
TA
Y
149
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
149,300
1,483
907,425,015
120
RM
null
4,426
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
147
Gd
TA
PConc
Gd
TA
Gd
GLQ
697
Unf
0
151
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
1
TA
Attchd
2,004
RFn
2
420
TA
TA
Y
149
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
141,000
1,484
907,425,030
120
RM
null
4,438
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
205
Gd
TA
PConc
Gd
TA
Av
GLQ
662
Unf
0
186
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
1
Gd
Attchd
2,004
RFn
2
420
TA
TA
Y
149
0
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
149,000
1,485
907,425,035
120
RM
null
4,438
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
169
Gd
TA
PConc
Gd
TA
Gd
GLQ
662
Unf
0
186
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
4
Typ
1
Gd
Attchd
2,004
Fin
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
6
2,008
ConLD
Normal
144,500
1,486
908,102,030
30
RL
67
8,777
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Feedr
Norm
1Fam
1Story
5
7
1,910
1,950
Gable
CompShg
MetalSd
Wd Sdng
null
0
TA
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
796
796
GasA
Gd
Y
FuseA
796
0
0
796
0
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
P
328
0
164
0
0
0
null
MnPrv
null
0
5
2,008
WD
Normal
85,000
1,487
908,102,040
90
RL
67
8,777
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Feedr
Norm
Duplex
1.5Fin
5
7
1,900
2,003
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,084
Unf
0
188
1,272
GasA
Gd
Y
SBrkr
1,272
928
0
2,200
2
0
2
2
4
2
TA
9
Typ
0
null
null
null
null
0
0
null
null
N
0
70
0
0
0
0
null
GdPrv
null
0
9
2,008
WD
Normal
145,900
1,488
908,102,140
20
RL
75
9,825
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,966
1,966
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
609
Unf
0
483
1,092
GasA
TA
Y
SBrkr
1,092
0
0
1,092
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,966
Unf
1
264
TA
TA
Y
259
0
0
0
161
0
null
MnPrv
null
0
4
2,008
COD
Abnorml
123,000
1,489
908,102,260
20
RL
75
9,937
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
CBlock
TA
TA
No
BLQ
830
LwQ
290
136
1,256
GasA
Gd
Y
SBrkr
1,256
0
0
1,256
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,965
Fin
1
276
TA
TA
Y
736
68
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
147,500
1,490
908,103,260
85
RL
64
12,102
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SFoyer
5
5
1,976
1,976
Gable
CompShg
HdBoard
Plywood
BrkFace
222
TA
TA
CBlock
Gd
Gd
Gd
ALQ
456
Unf
0
0
456
GasA
Ex
Y
SBrkr
1,033
0
0
1,033
0
1
1
0
3
1
TA
6
Typ
0
null
BuiltIn
1,976
RFn
2
504
Fa
TA
Y
224
0
0
0
0
0
null
null
null
0
4
2,008
WD
Family
165,000
1,491
908,103,280
20
RL
65
6,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
6
1,976
1,976
Hip
CompShg
HdBoard
Plywood
BrkFace
84
TA
TA
CBlock
TA
Ex
No
BLQ
1,033
Unf
0
94
1,127
GasA
TA
Y
SBrkr
1,127
0
0
1,127
0
1
1
1
3
1
TA
6
Typ
1
Po
Detchd
1,991
Unf
2
480
TA
TA
Y
0
0
138
0
0
0
null
null
null
0
5
2,008
WD
Normal
135,000
1,492
908,127,120
30
RL
63
13,907
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,940
1,969
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
290
Unf
0
706
996
GasA
Ex
Y
SBrkr
996
0
0
996
1
0
1
0
3
1
TA
6
Typ
1
Gd
null
null
null
0
0
null
null
Y
144
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
108,000
1,493
908,128,050
85
RL
90
10,012
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SFoyer
4
5
1,972
1,972
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Av
BLQ
920
Rec
180
38
1,138
GasA
TA
Y
SBrkr
1,181
0
0
1,181
1
0
2
0
3
1
TA
6
Typ
0
null
Detchd
1,974
RFn
2
588
TA
TA
Y
0
0
180
0
0
0
null
MnPrv
null
0
4
2,008
WD
Normal
137,500
1,494
908,128,110
60
RL
60
6,931
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
Stone
92
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
746
746
GasA
Ex
Y
SBrkr
760
896
0
1,656
0
0
2
1
3
1
Gd
7
Typ
1
Gd
BuiltIn
2,003
Fin
2
397
TA
TA
Y
178
128
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
165,400
1,495
908,151,040
80
RL
null
9,638
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
SLvl
6
6
1,977
1,977
Hip
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
368
Rec
120
541
1,029
GasA
TA
Y
SBrkr
1,117
0
0
1,117
1
0
1
0
3
1
TA
6
Typ
1
Fa
Attchd
1,977
RFn
2
542
TA
TA
Y
292
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
147,000
1,496
908,152,110
60
RL
72
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
7
1,976
2,001
Hip
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
288
Unf
0
396
684
GasA
TA
Y
SBrkr
684
714
0
1,398
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,976
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
2
2,008
WD
Normal
160,500
1,497
908,152,270
20
RL
60
7,024
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
1,024
Unf
0
108
1,132
GasA
Ex
Y
SBrkr
1,132
0
0
1,132
1
0
1
1
2
1
Gd
5
Typ
0
null
Attchd
2,005
Fin
2
451
TA
TA
Y
252
64
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
176,000
1,498
908,154,080
20
RL
123
47,007
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,959
1,996
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
3,820
0
0
3,820
null
null
3
1
5
1
Ex
11
Typ
2
Gd
Attchd
1,959
Unf
2
624
TA
TA
Y
0
372
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
284,700
1,499
908,154,235
60
RL
313
63,887
Pave
null
IR3
Bnk
AllPub
Corner
Gtl
Edwards
Feedr
Norm
1Fam
2Story
10
5
2,008
2,008
Hip
ClyTile
Stucco
Stucco
Stone
796
Ex
TA
PConc
Ex
TA
Gd
GLQ
5,644
Unf
0
466
6,110
GasA
Ex
Y
SBrkr
4,692
950
0
5,642
2
0
2
1
3
1
Ex
12
Typ
3
Gd
Attchd
2,008
Fin
2
1,418
TA
TA
Y
214
292
0
0
0
480
Gd
null
null
0
1
2,008
New
Partial
160,000
1,500
908,186,040
180
RM
35
3,675
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
TwnhsE
SLvl
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
TA
TA
PConc
Gd
TA
Gd
GLQ
459
Unf
0
88
547
GasA
Ex
Y
SBrkr
1,072
0
0
1,072
1
0
1
0
2
1
TA
5
Typ
0
null
Basment
2,005
RFn
2
525
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
148,000