Id
int64
1
1.46k
MSSubClass
int64
20
190
MSZoning
stringclasses
5 values
LotFrontage
float64
21
313
LotArea
int64
1.3k
215k
Street
stringclasses
2 values
Alley
stringclasses
2 values
LotShape
stringclasses
4 values
LandContour
stringclasses
4 values
Utilities
stringclasses
2 values
LotConfig
stringclasses
5 values
LandSlope
stringclasses
3 values
Neighborhood
stringclasses
25 values
Condition1
stringclasses
9 values
Condition2
stringclasses
8 values
BldgType
stringclasses
5 values
HouseStyle
stringclasses
8 values
OverallQual
int64
1
10
OverallCond
int64
1
9
YearBuilt
int64
1.87k
2.01k
YearRemodAdd
int64
1.95k
2.01k
RoofStyle
stringclasses
6 values
RoofMatl
stringclasses
8 values
Exterior1st
stringclasses
15 values
Exterior2nd
stringclasses
16 values
MasVnrType
stringclasses
3 values
MasVnrArea
float64
0
1.6k
ExterQual
stringclasses
4 values
ExterCond
stringclasses
5 values
Foundation
stringclasses
6 values
BsmtQual
stringclasses
4 values
BsmtCond
stringclasses
4 values
BsmtExposure
stringclasses
4 values
BsmtFinType1
stringclasses
6 values
BsmtFinSF1
int64
0
5.64k
BsmtFinType2
stringclasses
6 values
BsmtFinSF2
int64
0
1.47k
BsmtUnfSF
int64
0
2.34k
TotalBsmtSF
int64
0
6.11k
Heating
stringclasses
6 values
HeatingQC
stringclasses
5 values
CentralAir
stringclasses
2 values
Electrical
stringclasses
5 values
1stFlrSF
int64
334
4.69k
2ndFlrSF
int64
0
2.07k
LowQualFinSF
int64
0
572
GrLivArea
int64
334
5.64k
BsmtFullBath
int64
0
3
BsmtHalfBath
int64
0
2
FullBath
int64
0
3
HalfBath
int64
0
2
BedroomAbvGr
int64
0
8
KitchenAbvGr
int64
0
3
KitchenQual
stringclasses
4 values
TotRmsAbvGrd
int64
2
14
Functional
stringclasses
7 values
Fireplaces
int64
0
3
FireplaceQu
stringclasses
5 values
GarageType
stringclasses
6 values
GarageYrBlt
float64
1.9k
2.01k
GarageFinish
stringclasses
3 values
GarageCars
int64
0
4
GarageArea
int64
0
1.42k
GarageQual
stringclasses
5 values
GarageCond
stringclasses
5 values
PavedDrive
stringclasses
3 values
WoodDeckSF
int64
0
857
OpenPorchSF
int64
0
547
EnclosedPorch
int64
0
552
3SsnPorch
int64
0
508
ScreenPorch
int64
0
480
PoolArea
int64
0
738
PoolQC
stringclasses
3 values
Fence
stringclasses
4 values
MiscFeature
stringclasses
4 values
MiscVal
int64
0
15.5k
MoSold
int64
1
12
YrSold
int64
2.01k
2.01k
SaleType
stringclasses
9 values
SaleCondition
stringclasses
6 values
SalePrice
int64
34.9k
755k
1,301
60
RL
null
10,762
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
344
Gd
TA
PConc
Gd
TA
No
GLQ
694
Unf
0
284
978
GasA
Ex
Y
SBrkr
1,005
978
0
1,983
0
0
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,999
Fin
2
490
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
225,000
1,302
70
RL
null
7,500
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,942
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
547
Unf
0
224
771
GasA
Fa
Y
SBrkr
753
741
0
1,494
0
0
1
0
3
1
Gd
7
Typ
2
Gd
Attchd
1,942
Unf
1
213
TA
TA
P
0
0
0
0
224
0
null
null
null
0
11
2,009
WD
Normal
177,500
1,303
60
RL
92
10,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,994
1,994
Hip
CompShg
VinylSd
VinylSd
BrkFace
391
Gd
TA
PConc
Gd
TA
No
GLQ
740
Unf
0
425
1,165
GasA
Ex
Y
SBrkr
1,203
1,323
0
2,526
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,994
RFn
3
844
TA
TA
Y
309
78
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
290,000
1,304
20
RL
73
8,688
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
228
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,616
1,616
GasA
Ex
Y
SBrkr
1,616
0
0
1,616
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
834
TA
TA
Y
208
59
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
232,000
1,305
160
RM
32
3,363
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
TwnhsE
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
Stone
117
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
976
976
GasA
Ex
Y
SBrkr
976
732
0
1,708
0
0
2
0
3
1
Gd
7
Maj1
0
null
Detchd
2,004
Unf
2
380
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
130,000
1,306
20
RL
108
13,173
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,006
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
300
Gd
TA
PConc
Ex
TA
No
GLQ
1,572
Unf
0
80
1,652
GasA
Ex
Y
SBrkr
1,652
0
0
1,652
1
0
2
0
2
1
Ex
6
Typ
2
Ex
Attchd
2,006
Fin
2
840
TA
TA
Y
404
102
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
325,000
1,307
120
RL
48
6,955
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
94
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,368
1,368
GasA
Ex
Y
SBrkr
1,368
0
0
1,368
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
474
TA
TA
Y
132
35
0
0
0
0
null
null
null
0
9
2,006
New
Partial
202,500
1,308
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
1,309
20
RM
100
12,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
7
1,948
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
144
ALQ
608
172
924
GasA
Ex
Y
SBrkr
1,122
0
0
1,122
1
0
1
0
2
1
Gd
6
Typ
0
null
Attchd
1,948
Unf
2
528
TA
TA
Y
0
36
0
0
0
0
null
GdWo
null
0
5
2,008
WD
Normal
147,000
1,310
20
RL
null
7,153
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
1,991
1,991
Gable
CompShg
HdBoard
HdBoard
BrkFace
88
TA
TA
CBlock
Gd
TA
No
GLQ
1,200
Unf
0
78
1,278
GasA
Gd
Y
SBrkr
1,294
0
0
1,294
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,991
RFn
2
496
TA
TA
Y
112
51
0
0
0
0
null
GdWo
null
0
6
2,008
WD
Normal
179,200
1,311
20
RL
100
17,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
PosA
Norm
1Fam
1Story
7
8
1,959
2,002
Gable
CompShg
BrkFace
HdBoard
null
0
Gd
Gd
PConc
Gd
TA
Av
GLQ
1,406
Unf
0
496
1,902
GasA
TA
Y
SBrkr
1,902
0
0
1,902
1
0
2
0
3
1
Ex
7
Typ
2
TA
Attchd
1,959
Fin
2
567
TA
TA
Y
0
207
162
0
0
0
null
null
null
0
5
2,010
WD
Normal
335,000
1,312
20
RL
68
8,814
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
Gd
TA
PConc
Gd
TA
No
GLQ
925
Unf
0
349
1,274
GasA
Ex
Y
SBrkr
1,274
0
0
1,274
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
508
TA
TA
Y
264
98
0
0
0
0
null
null
null
0
1
2,007
New
Partial
203,000
1,313
60
RL
null
9,572
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,990
1,990
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
336
Gd
TA
PConc
Ex
TA
No
GLQ
482
Unf
0
971
1,453
GasA
Ex
Y
SBrkr
1,453
1,357
0
2,810
0
0
2
1
4
1
Gd
9
Typ
1
Ex
Attchd
1,990
RFn
2
750
Gd
Gd
Y
500
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
302,000
1,314
60
RL
108
14,774
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
165
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,393
1,393
GasA
Ex
Y
SBrkr
1,422
1,177
0
2,599
0
0
2
1
4
1
Gd
10
Typ
1
TA
BuiltIn
1,999
Fin
3
779
TA
TA
Y
668
30
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
333,168
1,315
20
RL
60
8,190
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,954
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
732
Unf
0
216
948
GasA
Ex
Y
SBrkr
948
0
0
948
1
0
1
0
3
1
TA
5
Typ
1
TA
Detchd
1,956
Unf
1
280
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
119,000
1,316
60
RL
85
11,075
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
5
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Fa
TA
Mn
ALQ
500
LwQ
276
176
952
GasA
TA
Y
SBrkr
1,092
1,020
0
2,112
0
0
2
1
4
1
TA
9
Typ
2
Gd
Attchd
1,969
Unf
2
576
TA
TA
Y
280
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
206,900
1,317
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
1,318
120
FV
47
4,230
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,352
1,352
GasA
Ex
Y
SBrkr
1,352
0
0
1,352
0
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
RFn
2
466
TA
TA
Y
0
241
0
0
0
0
null
null
null
0
4
2,007
New
Partial
208,900
1,319
20
RL
null
14,781
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,001
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
178
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,753
1,753
GasA
Ex
Y
SBrkr
1,787
0
0
1,787
0
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
2,001
RFn
3
748
TA
TA
Y
198
150
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
275,000
1,320
20
RL
75
10,215
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,954
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
132
TA
TA
PConc
TA
TA
No
ALQ
492
Unf
0
372
864
GasA
Ex
Y
SBrkr
948
0
0
948
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,954
Unf
1
248
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
111,000
1,321
20
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
3
1,957
1,957
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
ALQ
189
Rec
661
628
1,478
GasA
Gd
Y
SBrkr
1,478
0
0
1,478
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,957
RFn
2
442
TA
TA
Y
114
0
0
0
216
0
null
null
null
0
6
2,009
WD
Normal
156,500
1,322
20
RL
null
6,627
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Norm
1Fam
1Story
3
6
1,949
1,950
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
Floor
TA
N
SBrkr
720
0
0
720
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,955
Unf
1
287
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
72,500
1,323
60
RL
107
10,186
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
674
Unf
0
76
750
GasA
Ex
Y
SBrkr
1,061
862
0
1,923
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,992
RFn
2
564
TA
TA
Y
240
39
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
190,000
1,324
30
RL
50
5,330
Pave
null
Reg
HLS
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
4
7
1,940
1,950
Hip
CompShg
VinylSd
VinylSd
null
0
Fa
TA
CBlock
TA
TA
No
LwQ
280
Unf
0
140
420
GasA
Gd
Y
SBrkr
708
0
0
708
0
0
1
0
2
1
Fa
5
Typ
0
null
null
null
null
0
0
null
null
Y
164
0
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
82,500
1,325
20
RL
75
9,986
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
428
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,795
1,795
GasA
Ex
Y
SBrkr
1,795
0
0
1,795
0
0
2
0
2
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
895
TA
TA
Y
0
49
0
0
0
0
null
null
null
0
2
2,007
New
Partial
147,000
1,326
30
RM
40
3,636
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
4
1,922
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
796
796
GasA
Fa
N
SBrkr
796
0
0
796
0
0
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
0
0
100
0
0
0
null
MnPrv
null
0
1
2,008
WD
Normal
55,000
1,327
30
RH
70
4,270
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
1Story
3
6
1,931
2,006
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
544
Unf
0
0
544
GasA
Ex
Y
SBrkr
774
0
0
774
0
0
1
0
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
286
0
0
0
null
null
null
0
5
2,007
WD
Normal
79,000
1,328
20
RL
60
6,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
9
1,982
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
CBlock
TA
TA
No
ALQ
641
Unf
0
175
816
GasA
Ex
Y
SBrkr
816
0
0
816
0
1
1
0
3
1
Gd
5
Typ
1
Ex
Attchd
1,982
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
10
2,008
WD
Normal
130,500
1,329
50
RM
60
10,440
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
7
1,920
1,950
Gable
CompShg
BrkFace
Wd Sdng
null
0
Gd
Gd
BrkTil
Gd
TA
No
LwQ
493
Unf
0
1,017
1,510
GasW
Ex
Y
SBrkr
1,584
1,208
0
2,792
0
0
2
0
5
1
TA
8
Mod
2
TA
Detchd
1,920
Unf
2
520
Fa
TA
Y
0
547
0
0
480
0
null
MnPrv
Shed
1,150
6
2,008
WD
Normal
256,000
1,330
60
RL
63
9,084
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
935
935
GasA
Gd
Y
SBrkr
955
677
0
1,632
0
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
1,998
Fin
2
462
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
176,500
1,331
20
RL
85
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
410
Gd
TA
PConc
Gd
Gd
Av
Unf
0
Unf
0
1,588
1,588
GasA
Ex
Y
SBrkr
1,588
0
0
1,588
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
825
TA
TA
Y
144
45
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
227,000
1,332
80
RL
55
10,780
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
5
5
1,976
1,976
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
483
Unf
0
428
911
GasA
Gd
Y
SBrkr
954
0
0
954
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,976
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
132,500
1,333
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
1,334
50
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
5
6
1,938
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
803
803
GasA
Ex
Y
SBrkr
803
557
0
1,360
0
0
1
1
2
1
Gd
6
Typ
0
null
Detchd
1,951
Unf
1
297
TA
TA
Y
0
65
190
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
125,500
1,335
160
RM
24
2,368
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
TwnhsE
2Story
5
6
1,970
1,970
Gable
CompShg
HdBoard
HdBoard
null
312
TA
TA
CBlock
TA
TA
No
LwQ
765
Unf
0
0
765
GasA
TA
Y
SBrkr
765
600
0
1,365
0
0
1
1
3
1
TA
7
Min1
0
null
Attchd
1,970
Unf
2
440
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
125,000
1,336
20
RL
80
9,650
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
360
TA
TA
CBlock
Gd
TA
No
ALQ
686
Unf
0
664
1,350
GasA
TA
Y
SBrkr
1,334
0
0
1,334
0
1
2
0
2
1
TA
6
Typ
1
TA
Attchd
1,977
RFn
2
630
TA
TA
Y
0
16
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
167,900
1,337
90
RL
87
9,246
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
Duplex
1Story
5
5
1,973
1,973
Gable
CompShg
Plywood
Plywood
BrkFace
564
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,656
1,656
GasA
TA
Y
SBrkr
1,656
0
0
1,656
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,973
Unf
2
506
TA
TA
Y
0
211
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
135,000
1,338
30
RM
153
4,118
Pave
Grvl
IR1
Bnk
AllPub
Corner
Mod
OldTown
Feedr
Norm
1Fam
1Story
4
4
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
693
693
Grav
Fa
N
FuseA
693
0
0
693
0
0
1
0
2
1
Fa
4
Typ
0
null
null
null
null
0
0
null
null
N
0
20
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
52,500
1,339
60
RL
95
13,450
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
700
Unf
0
216
916
GasA
Ex
Y
SBrkr
920
941
0
1,861
1
0
2
1
3
1
Gd
8
Typ
0
null
BuiltIn
2,002
RFn
2
492
TA
TA
Y
146
91
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
200,000
1,340
20
RL
120
9,560
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,972
1,972
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
Rec
360
Unf
0
504
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,972
RFn
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
128,500
1,341
20
RL
70
8,294
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,971
1,971
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
858
858
GasA
TA
Y
SBrkr
872
0
0
872
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,974
Unf
4
480
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
6
2,007
WD
Normal
123,000
1,342
20
RL
66
13,695
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
6
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
814
Unf
0
300
1,114
GasA
Ex
Y
SBrkr
1,114
0
0
1,114
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
2,004
Unf
2
576
TA
TA
Y
0
78
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
155,000
1,343
60
RL
null
9,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
149
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,284
1,284
GasA
Ex
Y
SBrkr
1,284
885
0
2,169
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
RFn
2
647
TA
TA
Y
192
87
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
228,500
1,344
50
RL
57
7,558
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
6
6
1,928
1,950
Gable
CompShg
BrkFace
Stone
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
896
896
GasA
Gd
Y
SBrkr
1,172
741
0
1,913
0
0
1
1
3
1
TA
9
Typ
1
TA
Detchd
1,929
Unf
2
342
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
177,000
1,345
60
RL
85
11,103
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
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
1
TA
Attchd
2,006
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
New
Partial
155,835
1,346
30
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
4
1,920
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
ALQ
250
Unf
0
710
960
GasA
Gd
Y
FuseA
960
0
0
960
0
0
1
0
2
1
Fa
5
Typ
0
null
Detchd
1,997
Unf
1
308
TA
TA
Y
0
0
168
0
0
0
null
null
null
0
7
2,007
WD
Normal
108,500
1,347
20
RL
null
20,781
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
NWAmes
PosN
Norm
1Fam
1Story
7
7
1,968
2,003
Hip
CompShg
BrkFace
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
297
Rec
68
1,203
1,568
GasA
TA
Y
SBrkr
2,156
0
0
2,156
0
0
2
0
3
1
TA
9
Typ
1
Gd
Attchd
1,968
RFn
2
508
Gd
TA
Y
0
80
0
290
0
0
null
null
null
0
6
2,006
WD
Normal
262,500
1,348
20
RL
93
15,306
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
100
Gd
TA
PConc
Ex
TA
Gd
GLQ
80
Unf
0
1,652
1,732
GasA
Ex
Y
SBrkr
1,776
0
0
1,776
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
Fin
3
712
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
New
Partial
283,463
1,349
20
RL
null
16,196
Pave
null
IR3
Low
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,443
Unf
0
39
1,482
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
2
0
3
1
Gd
5
Typ
1
Fa
Attchd
1,998
RFn
2
514
TA
TA
Y
402
25
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
215,000
1,350
70
RM
50
5,250
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
8
5
1,872
1,987
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
Fa
No
LwQ
259
Unf
0
425
684
OthW
Fa
N
SBrkr
938
1,215
205
2,358
0
0
2
0
4
1
TA
8
Typ
0
null
null
null
null
0
0
null
null
Y
0
54
20
0
0
0
null
null
null
0
12
2,008
WD
Normal
122,000
1,351
90
RL
91
11,643
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
Duplex
2Story
5
5
1,969
1,969
Gable
CompShg
MetalSd
MetalSd
BrkFace
368
TA
TA
CBlock
TA
TA
No
LwQ
500
Unf
0
748
1,248
GasA
TA
Y
SBrkr
1,338
1,296
0
2,634
1
1
2
2
6
2
TA
12
Typ
0
null
Detchd
1,969
Unf
4
968
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
200,000
1,352
60
RL
70
9,247
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
6
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
BrkFace
318
TA
TA
CBlock
TA
TA
No
Rec
319
Unf
0
539
858
GasA
Ex
Y
SBrkr
858
858
0
1,716
0
0
1
1
4
1
TA
8
Typ
1
Gd
Attchd
1,962
Fin
2
490
TA
TA
Y
0
84
0
0
120
0
null
null
null
0
3
2,008
WD
Normal
171,000
1,353
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
9
1,937
2,000
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
698
698
GasA
TA
Y
SBrkr
786
390
0
1,176
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,999
Unf
2
624
TA
TA
N
210
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
134,900
1,354
50
RL
56
14,720
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
1.5Fin
8
5
1,995
1,996
Hip
CompShg
VinylSd
VinylSd
BrkFace
579
Gd
TA
PConc
Gd
TA
Av
GLQ
816
Unf
0
1,217
2,033
GasA
Ex
Y
SBrkr
2,053
1,185
0
3,238
1
0
2
1
4
1
Gd
9
Typ
1
Ex
Attchd
1,996
Fin
3
666
TA
TA
Y
283
86
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
410,000
1,355
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
1,356
80
RL
102
10,192
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
7
6
1,968
1,992
Gable
CompShg
MetalSd
MetalSd
BrkFace
143
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
570
570
GasA
Gd
Y
SBrkr
1,222
698
0
1,920
0
0
3
0
4
1
Gd
8
Typ
1
TA
Attchd
1,968
RFn
2
487
TA
TA
Y
0
98
0
0
0
0
null
GdPrv
null
0
9
2,006
WD
Normal
170,000
1,357
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
1,358
20
RL
null
12,537
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,971
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
734
Unf
0
344
1,078
GasA
Ex
Y
SBrkr
1,078
0
0
1,078
1
0
1
1
3
1
TA
6
Typ
1
Fa
Attchd
1,971
Fin
2
500
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
149,900
1,359
160
FV
null
2,117
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
6
5
2,000
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
216
Gd
TA
PConc
Gd
TA
No
GLQ
378
Unf
0
378
756
GasA
Ex
Y
SBrkr
769
804
0
1,573
0
0
2
1
3
1
Gd
5
Typ
0
null
Detchd
2,000
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
177,500
1,360
20
RL
129
16,737
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
66
Gd
TA
PConc
Ex
TA
Av
GLQ
1,447
Unf
0
533
1,980
GasA
Ex
Y
SBrkr
1,980
0
0
1,980
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,004
Fin
3
770
TA
TA
Y
194
45
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
315,000
1,361
70
RL
51
9,842
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Feedr
Norm
1Fam
2Story
5
6
1,921
1,998
Gable
CompShg
MetalSd
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
612
612
GasA
Ex
Y
SBrkr
990
1,611
0
2,601
0
0
3
1
4
1
TA
8
Typ
0
null
BuiltIn
1,998
RFn
2
621
TA
TA
Y
183
0
301
0
0
0
null
null
null
0
5
2,008
WD
Normal
189,000
1,362
20
RL
124
16,158
Pave
null
IR1
Low
AllPub
Inside
Mod
StoneBr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Hip
CompShg
VinylSd
VinylSd
Stone
16
Gd
TA
PConc
Ex
TA
Av
ALQ
1,274
Unf
0
256
1,530
GasA
Ex
Y
SBrkr
1,530
0
0
1,530
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
430
TA
TA
Y
168
36
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
260,000
1,363
50
RL
null
12,513
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NAmes
Feedr
Norm
1Fam
1.5Fin
4
4
1,920
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
Fa
No
Unf
0
Unf
0
715
715
GasA
Gd
Y
SBrkr
1,281
457
0
1,738
0
0
2
0
4
1
TA
7
Typ
1
Gd
Attchd
1,920
Unf
1
368
TA
TA
Y
55
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
104,900
1,364
60
RL
73
8,499
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
616
616
GasA
Ex
Y
SBrkr
616
796
0
1,412
0
0
2
1
3
1
Gd
6
Typ
1
Gd
BuiltIn
2,007
Fin
2
432
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
3
2,007
New
Partial
156,932
1,365
160
FV
30
3,180
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,005
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
600
600
GasA
Ex
Y
SBrkr
520
600
80
1,200
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,005
RFn
2
480
TA
TA
Y
0
166
0
0
0
0
null
null
null
0
4
2,006
WD
Abnorml
144,152
1,366
60
FV
null
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
533
Unf
0
281
814
GasA
Ex
Y
SBrkr
814
860
0
1,674
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,000
RFn
2
663
TA
TA
Y
0
96
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
216,000
1,367
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
1,368
160
RM
41
2,665
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
5
6
1,977
1,977
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
TA
TA
No
ALQ
548
Rec
173
36
757
GasA
Ex
Y
SBrkr
925
550
0
1,475
0
0
2
0
4
1
TA
6
Typ
1
TA
Attchd
1,977
RFn
1
336
TA
TA
Y
104
26
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
127,000
1,369
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
1,370
20
RL
48
10,635
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,003
2,003
Hip
CompShg
VinylSd
VinylSd
BrkFace
171
Gd
TA
PConc
Gd
TA
Av
BLQ
370
GLQ
972
315
1,657
GasA
Ex
Y
SBrkr
1,668
0
0
1,668
1
0
2
0
3
1
Gd
8
Typ
1
TA
Attchd
2,003
Fin
2
502
TA
TA
Y
0
262
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
232,000
1,371
50
RL
90
5,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
4
6
1,920
1,950
Gable
CompShg
CBlock
CBlock
null
0
Fa
TA
PConc
TA
TA
No
ALQ
315
Rec
105
420
840
GasA
Ex
Y
SBrkr
840
534
0
1,374
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,967
Fin
1
338
TA
TA
Y
0
0
198
0
0
0
null
null
null
0
10
2,009
WD
Normal
105,000
1,372
80
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
6
1,955
1,996
Hip
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
831
Unf
0
161
992
GasA
Gd
Y
SBrkr
1,661
0
0
1,661
1
0
1
0
3
1
Gd
8
Typ
1
TA
BuiltIn
1,955
RFn
1
377
TA
TA
Y
0
28
0
0
178
0
null
MnPrv
null
0
10
2,008
WD
Normal
165,500
1,373
60
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
6
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
975
Unf
0
133
1,108
GasA
Ex
Y
SBrkr
1,108
989
0
2,097
1
0
2
1
3
1
Gd
8
Typ
1
TA
Detchd
1,998
RFn
2
583
TA
TA
Y
253
170
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
274,300
1,374
20
RL
null
11,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
10
5
2,001
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
705
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,282
Unf
0
1,351
2,633
GasA
Ex
Y
SBrkr
2,633
0
0
2,633
1
0
2
1
2
1
Ex
8
Typ
2
Gd
Attchd
2,001
RFn
3
804
TA
TA
Y
314
140
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
466,500
1,375
60
FV
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,026
1,026
GasA
Ex
Y
SBrkr
1,026
932
0
1,958
0
0
2
1
3
1
Gd
9
Typ
1
Gd
Attchd
2,005
Fin
3
936
TA
TA
Y
154
210
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
250,000
1,376
20
RL
89
10,991
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,571
1,571
GasA
Ex
Y
SBrkr
1,571
0
0
1,571
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
Fin
3
722
TA
TA
Y
100
36
0
0
0
0
null
null
null
0
12
2,007
New
Partial
239,000
1,377
30
RL
52
6,292
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1Story
6
5
1,930
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
Mn
Rec
384
Unf
0
384
768
GasA
TA
N
SBrkr
790
0
0
790
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,925
Unf
1
160
Fa
TA
Y
0
141
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
91,000
1,378
50
RL
60
10,998
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
5
1,941
1,960
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
408
BLQ
420
156
984
GasA
Ex
Y
SBrkr
984
620
0
1,604
0
0
2
0
3
1
TA
6
Min2
0
null
Detchd
1,977
Unf
2
660
TA
TA
Y
0
68
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
117,000
1,379
160
RM
21
1,953
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
408
TA
TA
CBlock
TA
Fa
No
BLQ
309
Unf
0
174
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,973
Unf
1
264
TA
TA
Y
72
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
83,000
1,380
80
RL
73
9,735
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
SLvl
5
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
384
384
GasA
Gd
Y
null
754
640
0
1,394
0
0
2
1
3
1
Gd
7
Typ
0
null
BuiltIn
2,007
Fin
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
167,500
1,381
30
RL
45
8,212
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
3
3
1,914
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
Fa
BrkTil
TA
Fa
No
Rec
203
Unf
0
661
864
GasA
TA
N
FuseF
864
0
0
864
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,938
Unf
1
200
TA
Fa
Y
0
0
96
0
0
0
null
null
null
0
6
2,010
WD
Normal
58,500
1,382
20
RL
null
12,925
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,970
1,970
Gable
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
TA
TA
Mn
BLQ
865
Unf
0
340
1,205
GasA
Ex
Y
SBrkr
2,117
0
0
2,117
0
0
2
1
4
1
TA
7
Typ
2
Gd
Attchd
1,970
Fin
2
550
TA
TA
Y
0
42
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
237,500
1,383
70
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
7
1,920
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
596
596
GasA
Ex
Y
SBrkr
998
764
0
1,762
1
0
1
1
4
1
Gd
8
Typ
0
null
Detchd
1,989
Unf
2
576
TA
TA
N
36
0
221
0
0
0
null
null
null
0
10
2,006
WD
Normal
157,000
1,384
30
RL
null
25,339
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,918
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
Ex
Y
SBrkr
1,416
0
0
1,416
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Unf
2
576
TA
TA
N
0
0
112
0
0
0
null
null
null
0
8
2,007
WD
Normal
112,000
1,385
50
RL
60
9,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
5
1,939
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
Mn
Rec
204
Unf
0
356
560
GasA
TA
Y
SBrkr
698
560
0
1,258
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,939
Unf
1
280
TA
TA
P
0
0
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Normal
105,000
1,386
50
RM
40
5,436
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
8
1,922
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
BLQ
735
Unf
0
61
796
GasA
Gd
Y
SBrkr
796
358
0
1,154
1
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,922
Unf
1
240
TA
TA
N
0
96
0
0
0
0
null
MnPrv
null
0
5
2,010
WD
Normal
125,500
1,387
60
RL
80
16,692
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
2Story
7
5
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
184
TA
TA
CBlock
Gd
TA
No
BLQ
790
LwQ
469
133
1,392
GasA
TA
Y
SBrkr
1,392
1,392
0
2,784
1
0
3
1
5
1
Gd
12
Typ
2
TA
Attchd
1,978
RFn
2
564
TA
TA
Y
0
112
0
0
440
519
Fa
MnPrv
TenC
2,000
7
2,006
WD
Normal
250,000
1,388
50
RM
60
8,520
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
6
7
1,916
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
Gd
BrkTil
TA
TA
No
Rec
168
LwQ
546
0
714
GasW
TA
N
SBrkr
1,664
862
0
2,526
0
0
2
0
5
1
Gd
10
Typ
1
Gd
Detchd
1,916
Unf
1
216
TA
TA
Y
88
15
0
0
0
0
null
GdWo
null
0
8
2,007
CWD
Family
136,000
1,389
20
RL
42
14,892
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
1Story
9
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
160
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,320
Unf
0
426
1,746
GasA
Ex
Y
SBrkr
1,746
0
0
1,746
1
0
2
0
3
1
Ex
7
Typ
2
Gd
Attchd
2,006
Fin
3
758
TA
TA
Y
201
39
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
377,500
1,390
50
RM
60
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
Gd
No
ALQ
375
Unf
0
360
735
GasA
Ex
Y
SBrkr
869
349
0
1,218
0
1
1
0
3
1
TA
6
Typ
1
Gd
Detchd
2,003
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
131,000
1,391
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
244
Gd
TA
PConc
Gd
TA
Av
GLQ
1,400
Unf
0
125
1,525
GasA
Ex
Y
SBrkr
1,525
0
0
1,525
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,000
RFn
2
541
TA
TA
Y
219
36
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
235,000
1,392
90
RL
65
8,944
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,967
1,967
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,584
1,584
GasA
TA
Y
SBrkr
1,584
0
0
1,584
0
0
2
0
4
2
TA
8
Mod
0
null
Detchd
1,967
Unf
3
792
TA
TA
Y
0
152
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
124,000
1,393
85
RL
68
7,838
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
5
5
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
769
Unf
0
95
864
GasA
TA
Y
SBrkr
900
0
0
900
1
0
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,967
RFn
1
288
TA
TA
Y
175
144
0
0
0
0
null
MnWw
null
0
12
2,006
WD
Normal
123,000
1,394
190
RM
60
10,800
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
6
7
1,905
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
482
482
GasA
Ex
N
SBrkr
1,221
691
0
1,912
0
0
2
0
3
2
TA
7
Typ
1
TA
Detchd
2,003
Unf
2
672
Gd
TA
Y
0
25
212
0
0
0
null
null
null
0
4
2,008
WD
Normal
163,000
1,395
120
RL
53
4,045
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
45
Gd
TA
PConc
Gd
TA
Av
GLQ
1,070
Unf
0
286
1,356
GasA
Ex
Y
SBrkr
1,500
0
0
1,500
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
3
648
TA
TA
Y
161
20
0
0
0
0
null
null
null
0
10
2,006
New
Partial
246,578
1,396
60
RL
88
12,665
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
245
Gd
TA
PConc
Gd
Gd
Gd
Unf
0
Unf
0
1,094
1,094
GasA
Ex
Y
SBrkr
1,133
1,349
0
2,482
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,005
Fin
3
642
TA
TA
Y
144
39
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
281,213
1,397
20
RL
null
57,200
Pave
null
IR1
Bnk
AllPub
Inside
Sev
Timber
Norm
Norm
1Fam
1Story
5
5
1,948
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
353
Rec
334
60
747
GasA
TA
Y
SBrkr
1,687
0
0
1,687
1
0
1
0
3
1
TA
7
Min1
2
TA
Detchd
1,966
Unf
2
572
TA
TA
N
0
0
50
0
0
0
null
null
null
0
6
2,010
WD
Normal
160,000
1,398
70
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
5
8
1,920
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
Mn
Unf
0
Unf
0
939
939
GasA
Ex
Y
SBrkr
939
574
0
1,513
0
0
1
1
4
1
TA
8
Typ
0
null
Detchd
1,933
Unf
1
180
Fa
Fa
N
24
0
150
0
0
0
null
null
null
0
5
2,007
WD
Normal
137,500
1,399
50
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
4
1,950
1,982
Gable
CompShg
VinylSd
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
180
BLQ
352
676
1,208
GasA
Gd
Y
FuseA
1,136
768
0
1,904
1
0
1
1
3
1
TA
7
Min1
0
null
Attchd
1,950
Unf
1
240
TA
TA
Y
0
0
168
0
0
0
null
GdPrv
null
0
5
2,009
WD
Normal
138,000
1,400
50
RL
51
6,171
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
6
6
1,925
1,990
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
264
Unf
0
712
976
GasA
Ex
Y
SBrkr
1,160
448
0
1,608
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Detchd
1,925
Unf
1
216
Fa
TA
Y
147
16
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Normal
137,450