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
401
120
RL
38
14,963
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
TwnhsE
1Story
8
5
1,996
1,996
Gable
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
786
Unf
0
474
1,260
GasA
Ex
Y
SBrkr
1,288
0
0
1,288
1
0
1
1
1
1
Ex
4
Typ
2
Gd
Attchd
1,996
Fin
2
500
TA
TA
Y
120
30
0
0
224
0
null
null
null
0
12
2,008
WD
Normal
245,500
402
20
RL
65
8,767
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
24
Unf
0
1,286
1,310
GasA
Ex
Y
SBrkr
1,310
0
0
1,310
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,005
Fin
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
New
Partial
164,990
403
30
RL
60
10,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
8
1,940
1,997
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Ex
Y
SBrkr
672
0
0
672
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,940
Unf
1
240
TA
TA
N
168
0
0
0
0
0
null
GdPrv
null
0
8
2,008
WD
Normal
108,000
404
60
RL
93
12,090
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
650
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,141
1,141
GasA
Gd
Y
SBrkr
1,165
1,098
0
2,263
0
0
2
1
4
1
Gd
10
Typ
1
TA
BuiltIn
1,998
Fin
2
420
TA
TA
Y
144
123
0
0
0
0
null
null
null
0
7
2,006
WD
Abnorml
258,000
405
60
RL
null
10,364
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
806
806
GasA
Gd
Y
SBrkr
806
766
0
1,572
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,995
Fin
2
373
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
168,000
406
20
RL
null
9,991
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
4
1,976
1,993
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
BLQ
1,116
Unf
0
165
1,281
GasA
Ex
Y
SBrkr
1,620
0
0
1,620
1
0
2
0
3
1
TA
8
Min1
1
TA
Attchd
1,993
Unf
2
490
TA
TA
Y
120
78
0
0
0
0
null
GdWo
null
0
6
2,009
WD
Normal
150,000
407
50
RL
51
10,480
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
6
5
1,936
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,064
1,064
GasA
Ex
Y
FuseA
1,166
0
473
1,639
0
0
1
0
3
1
TA
6
Maj2
0
null
Detchd
1,936
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
115,000
408
70
RL
63
15,576
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,915
1,976
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
TA
BrkTil
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
840
0
1,680
0
0
2
0
4
1
TA
8
Typ
0
null
Attchd
1,960
Unf
1
308
TA
TA
Y
0
0
160
0
0
0
null
null
null
0
3
2,008
WD
Normal
177,000
409
60
RL
109
14,154
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
350
Gd
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,063
1,063
GasA
Ex
Y
SBrkr
1,071
1,101
0
2,172
0
0
2
1
3
1
Gd
9
Typ
1
Gd
Attchd
2,006
RFn
3
947
TA
TA
Y
192
62
0
0
0
0
null
null
null
0
8
2,007
New
Partial
280,000
410
60
FV
85
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
100
Gd
TA
PConc
Ex
TA
No
GLQ
789
Unf
0
245
1,034
GasA
Ex
Y
SBrkr
1,050
1,028
0
2,078
1
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,008
Fin
3
836
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
4
2,008
New
Partial
339,750
411
20
RL
68
9,571
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
3
1,958
1,958
Gable
CompShg
BrkComm
Brk Cmn
null
0
TA
Fa
CBlock
TA
Fa
No
Unf
0
Unf
0
1,276
1,276
GasA
TA
Y
FuseA
1,276
0
0
1,276
0
0
1
0
3
1
TA
5
Mod
0
null
Attchd
1,958
Unf
1
350
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
COD
Abnorml
60,000
412
190
RL
100
34,650
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Gilbert
Norm
Norm
2fmCon
1Story
5
5
1,955
1,955
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Mn
Rec
1,056
Unf
0
0
1,056
GasA
TA
N
SBrkr
1,056
0
0
1,056
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,955
Fin
2
572
TA
TA
Y
264
0
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
145,000
413
20
FV
null
4,403
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,009
2,009
Gable
CompShg
MetalSd
MetalSd
Stone
432
Ex
TA
PConc
Ex
TA
Av
GLQ
578
Unf
0
892
1,470
GasA
Ex
Y
SBrkr
1,478
0
0
1,478
1
0
2
1
2
1
Gd
7
Typ
1
Gd
Attchd
2,009
Fin
2
484
TA
TA
Y
0
144
0
0
0
0
null
null
null
0
6
2,010
New
Partial
222,000
414
30
RM
56
8,960
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
6
1,927
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,008
1,008
GasA
Gd
Y
FuseA
1,028
0
0
1,028
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,927
Unf
2
360
TA
TA
Y
0
0
130
0
0
0
null
null
null
0
3
2,010
WD
Normal
115,000
415
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
416
20
RL
73
8,899
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
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
1,316
1,340
GasA
Ex
Y
SBrkr
1,340
0
0
1,340
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
Fin
2
396
TA
TA
Y
100
30
0
0
0
0
null
null
null
0
8
2,007
New
Partial
181,134
417
60
RL
74
7,844
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
2Story
6
7
1,978
1,978
Hip
CompShg
HdBoard
HdBoard
BrkFace
203
TA
TA
CBlock
TA
TA
No
ALQ
209
Unf
0
463
672
GasA
TA
Y
SBrkr
672
728
0
1,400
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,978
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
149,500
418
70
RL
86
22,420
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Feedr
Norm
1Fam
2Story
6
6
1,918
1,950
Hip
CompShg
Wd Sdng
Stucco
null
0
TA
TA
BrkTil
Gd
TA
No
BLQ
1,128
Unf
0
242
1,370
GasW
TA
N
FuseA
1,370
1,254
0
2,624
1
0
2
1
4
1
TA
10
Typ
1
Gd
Detchd
1,918
Unf
3
864
TA
TA
N
0
0
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
239,000
419
50
RL
60
8,160
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
6
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
312
Unf
0
444
756
GasA
Fa
N
FuseF
756
378
0
1,134
1
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,940
Unf
1
240
TA
TA
P
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
AdjLand
126,000
420
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,968
1,968
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
775
Unf
0
281
1,056
GasA
Ex
Y
SBrkr
1,056
0
0
1,056
1
0
1
0
3
1
TA
6
Typ
1
Fa
Attchd
1,968
Unf
1
304
TA
TA
Y
0
85
184
0
0
0
null
null
null
0
7
2,010
WD
Normal
142,000
421
90
RM
78
7,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
SFoyer
7
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
200
TA
Gd
PConc
Gd
Gd
Gd
GLQ
1,309
Unf
0
35
1,344
GasA
Ex
Y
SBrkr
1,344
0
0
1,344
2
0
2
0
2
2
TA
8
Typ
0
null
Attchd
1,997
Fin
4
784
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Alloca
206,300
422
20
RL
null
16,635
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,977
2,000
Gable
CompShg
CemntBd
CmentBd
Stone
126
Gd
TA
CBlock
Gd
TA
No
ALQ
1,246
Unf
0
356
1,602
GasA
Gd
Y
SBrkr
1,602
0
0
1,602
0
1
2
0
3
1
Gd
8
Typ
1
TA
Attchd
1,977
Fin
2
529
TA
TA
Y
240
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
215,000
423
20
RL
100
21,750
Pave
null
Reg
HLS
AllPub
Inside
Mod
Mitchel
Artery
Norm
1Fam
1Story
5
5
1,954
1,954
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
988
988
GasA
Ex
Y
FuseA
988
0
0
988
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,954
RFn
2
520
TA
TA
N
0
0
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
113,000
424
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
425
20
RL
72
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,956
1,956
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
74
TA
TA
CBlock
Gd
TA
No
LwQ
616
Unf
0
580
1,196
GasA
Gd
Y
FuseA
1,196
0
0
1,196
1
0
1
0
2
1
TA
6
Typ
1
Gd
Attchd
1,956
RFn
1
297
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
139,000
426
60
RM
60
3,378
Pave
Grvl
Reg
HLS
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,946
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
651
651
GasA
Gd
Y
SBrkr
707
682
0
1,389
0
0
1
1
3
1
TA
6
Typ
2
Gd
Detchd
1,947
Unf
1
240
TA
TA
P
0
0
126
0
0
0
null
null
null
0
9
2,009
WD
Normal
135,000
427
80
RL
null
12,800
Pave
null
Reg
Low
AllPub
Inside
Mod
SawyerW
Norm
Norm
1Fam
SLvl
7
5
1,989
1,989
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
145
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,518
Unf
0
0
1,518
GasA
Gd
Y
SBrkr
1,644
0
0
1,644
1
1
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,989
Fin
2
569
TA
TA
Y
80
0
0
0
396
0
null
null
null
0
8
2,009
WD
Normal
275,000
428
20
RL
77
8,593
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,957
1,957
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
288
Unf
0
619
907
GasA
Ex
Y
SBrkr
907
0
0
907
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,964
Unf
1
352
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
109,008
429
20
RL
64
6,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
108
Gd
TA
PConc
Gd
TA
No
GLQ
664
Unf
0
544
1,208
GasA
Ex
Y
SBrkr
1,208
0
0
1,208
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
628
TA
TA
Y
105
54
0
0
0
0
null
null
null
0
9
2,007
New
Partial
195,400
430
20
RL
130
11,457
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
6
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Mn
GLQ
1,005
Unf
0
387
1,392
GasA
TA
Y
SBrkr
1,412
0
0
1,412
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,988
Unf
2
576
TA
TA
Y
0
0
169
0
0
0
null
null
null
0
3
2,009
WD
Normal
175,000
431
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
432
50
RM
60
5,586
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
OldTown
Feedr
Norm
1Fam
1.5Fin
6
7
1,920
1,998
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
901
901
GasA
Gd
Y
SBrkr
1,088
110
0
1,198
0
0
1
0
4
1
TA
7
Typ
0
null
null
null
null
0
0
null
null
N
0
98
0
0
0
0
null
MnPrv
null
0
9
2,008
ConLD
Abnorml
79,900
433
160
RM
24
1,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
TwnhsE
2Story
5
5
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
376
TA
TA
CBlock
TA
TA
No
ALQ
471
Unf
0
294
765
GasA
Ex
Y
SBrkr
765
600
0
1,365
1
0
1
1
2
1
TA
6
Min1
0
null
Detchd
1,971
Unf
2
440
TA
TA
Y
240
36
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
122,500
434
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
435
180
RM
21
1,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SFoyer
4
7
1,972
1,972
Gable
CompShg
CemntBd
CmentBd
null
0
TA
Gd
CBlock
Gd
TA
Av
ALQ
495
Unf
0
135
630
GasA
Gd
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
TA
3
Typ
0
null
null
null
null
0
0
null
null
Y
88
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
81,000
436
60
RL
43
10,667
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
PosN
Norm
1Fam
2Story
7
6
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
385
ALQ
344
70
799
GasA
Ex
Y
SBrkr
827
834
0
1,661
1
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
1,996
RFn
2
550
TA
TA
Y
158
61
0
0
0
0
null
null
null
0
4
2,009
ConLw
Normal
212,000
437
50
RM
40
4,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
8
1,920
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
648
648
GasA
TA
Y
FuseA
734
384
0
1,118
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,990
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
116,000
438
45
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
6
7
1,926
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
PConc
TA
TA
No
Unf
0
Unf
0
884
884
GasA
Gd
Y
SBrkr
904
0
0
904
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,926
Unf
1
180
TA
TA
Y
0
0
105
0
0
0
null
null
null
0
1
2,009
WD
Normal
119,000
439
30
RL
40
4,280
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
6
1,913
2,002
Gable
CompShg
WdShing
Stucco
null
0
TA
TA
PConc
TA
TA
No
LwQ
365
Unf
0
75
440
GasA
TA
N
SBrkr
694
0
0
694
0
0
1
0
2
1
Gd
4
Typ
1
Gd
Detchd
1,990
Unf
1
352
Gd
TA
P
0
0
34
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
90,350
440
50
RL
67
12,354
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
8
1,920
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
Mn
Unf
0
Unf
0
684
684
GasA
Gd
Y
SBrkr
684
512
0
1,196
0
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
2,005
Unf
2
528
TA
TA
Y
0
46
0
0
0
0
null
GdPrv
Shed
800
8
2,009
ConLI
Normal
110,000
441
20
RL
105
15,431
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
10
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
200
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,767
ALQ
539
788
3,094
GasA
Ex
Y
SBrkr
2,402
0
0
2,402
1
0
2
0
2
1
Ex
10
Typ
2
Gd
Attchd
2,008
Fin
3
672
TA
TA
Y
0
72
0
0
170
0
null
null
null
0
4
2,009
WD
Normal
555,000
442
90
RL
92
12,108
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
4
4
1,955
1,955
Gable
CompShg
VinylSd
VinylSd
BrkFace
270
TA
TA
CBlock
TA
TA
No
ALQ
133
Unf
0
1,307
1,440
GasA
TA
N
FuseF
1,440
0
0
1,440
0
0
2
0
4
2
Fa
8
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
118,000
443
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
7
1,930
1,992
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,078
1,078
GasA
TA
Y
SBrkr
1,128
445
0
1,573
0
0
2
0
3
1
TA
8
Typ
1
Gd
Detchd
1,930
Unf
2
360
TA
TA
P
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
162,900
444
120
RL
53
3,922
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,007
Gable
CompShg
WdShing
Wd Shng
BrkFace
72
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,258
1,258
GasA
Ex
Y
SBrkr
1,258
0
0
1,258
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
Fin
3
648
TA
TA
Y
144
16
0
0
0
0
null
null
null
0
6
2,007
New
Partial
172,500
445
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
446
20
RL
73
9,855
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
5
1,956
1,956
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,436
1,436
GasA
Fa
Y
SBrkr
1,689
0
0
1,689
0
0
1
0
3
1
TA
7
Typ
1
Gd
Attchd
1,956
Unf
2
480
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
11
2,009
COD
Normal
127,500
447
20
RL
137
16,492
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
PosA
Norm
1Fam
1Story
6
6
1,966
2,002
Gable
CompShg
BrkFace
Plywood
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
247
Rec
713
557
1,517
GasA
Ex
Y
SBrkr
1,888
0
0
1,888
0
0
2
1
2
1
Gd
6
Mod
1
Gd
Attchd
1,966
Fin
2
578
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
190,000
448
60
RL
null
11,214
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
930
930
GasA
Gd
Y
SBrkr
956
930
0
1,886
0
0
2
1
4
1
Gd
10
Typ
1
TA
Attchd
1,998
Fin
2
431
TA
TA
Y
89
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
199,900
449
50
RM
50
8,600
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
6
1,937
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
780
780
GasA
TA
Y
SBrkr
780
596
0
1,376
0
0
2
0
3
1
TA
7
Typ
1
Gd
Detchd
1,937
Unf
1
198
TA
TA
N
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
119,500
450
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
3
7
1,948
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
331
Unf
0
318
649
GasA
Ex
Y
SBrkr
679
504
0
1,183
0
0
1
1
2
1
TA
6
Typ
0
null
Detchd
1,981
Unf
1
308
TA
TA
Y
0
176
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
120,000
451
30
RM
70
5,684
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
8
1,930
2,005
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
813
813
GasA
Ex
Y
FuseA
813
0
0
813
0
0
1
0
2
1
Gd
5
Typ
0
null
Detchd
1,932
Unf
1
270
Fa
Fa
N
0
113
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
110,000
452
20
RL
62
70,761
Pave
null
IR1
Low
AllPub
Inside
Mod
ClearCr
Norm
Norm
1Fam
1Story
7
5
1,975
1,975
Gable
WdShngl
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
655
Unf
0
878
1,533
GasA
TA
Y
SBrkr
1,533
0
0
1,533
1
0
2
0
2
1
Gd
5
Typ
2
TA
Attchd
1,975
Unf
2
576
TA
TA
Y
200
54
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
280,000
453
60
RL
null
9,303
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
6
5
1,996
1,997
Hip
CompShg
VinylSd
VinylSd
BrkFace
42
Gd
TA
PConc
Ex
TA
No
ALQ
742
Unf
0
130
872
GasA
Ex
Y
SBrkr
888
868
0
1,756
1
0
2
1
3
1
TA
7
Typ
0
null
Attchd
1,996
Fin
2
422
TA
TA
Y
144
122
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
204,000
454
60
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
786
804
0
1,590
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,008
RFn
2
676
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
210,000
455
90
RL
63
9,297
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
1Story
5
5
1,976
1,976
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,606
Unf
0
122
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
2
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,976
Unf
2
560
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Family
188,000
456
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,973
1,973
Hip
CompShg
HdBoard
HdBoard
BrkFace
320
TA
TA
CBlock
TA
TA
No
ALQ
916
Unf
0
326
1,242
GasA
Fa
Y
SBrkr
1,242
0
0
1,242
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,973
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
175,500
457
70
RM
34
4,571
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
5
1,916
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Fa
N
SBrkr
624
720
0
1,344
0
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,916
Unf
3
513
Fa
Fa
Y
0
0
96
0
0
0
null
null
null
0
5
2,008
COD
Abnorml
98,000
458
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
459
70
RM
null
5,100
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
8
7
1,925
1,996
Hip
CompShg
Stucco
Wd Shng
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
588
588
GasA
Fa
Y
SBrkr
833
833
0
1,666
0
0
1
0
3
1
Gd
7
Typ
1
Gd
Detchd
1,925
Unf
1
228
TA
TA
Y
192
63
0
0
0
0
null
MnPrv
null
0
6
2,008
WD
Normal
161,000
460
50
RL
null
7,015
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
4
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
BrkCmn
161
TA
TA
CBlock
TA
TA
No
LwQ
185
Unf
0
524
709
GasA
TA
Y
SBrkr
979
224
0
1,203
1
0
1
0
3
1
Gd
5
Typ
1
TA
Detchd
1,950
Unf
1
352
TA
TA
Y
0
0
248
0
0
0
null
null
null
0
7
2,009
WD
Normal
110,000
461
60
FV
75
8,004
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
2Story
8
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
Stone
110
Gd
TA
PConc
Gd
TA
No
GLQ
544
Unf
0
288
832
GasA
Ex
Y
SBrkr
832
1,103
0
1,935
1
0
2
1
3
1
TA
8
Typ
0
null
BuiltIn
2,009
Fin
2
552
TA
TA
Y
0
150
0
0
0
0
null
null
null
0
12
2,009
New
Partial
263,435
462
70
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Feedr
Norm
1Fam
2Story
7
9
1,936
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
PConc
Gd
Gd
No
ALQ
350
BLQ
210
0
560
GasA
Ex
Y
SBrkr
575
560
0
1,135
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,971
RFn
2
576
TA
TA
Y
256
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
155,000
463
20
RL
60
8,281
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,965
1,965
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
553
BLQ
311
0
864
GasA
Gd
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
1
Po
Detchd
1,965
Unf
1
360
TA
TA
Y
0
0
236
0
0
0
null
GdWo
null
0
12
2,009
WD
Normal
62,383
464
70
RL
74
11,988
Pave
null
IR1
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,934
1,995
Hip
CompShg
Stucco
Stucco
null
0
TA
TA
CBlock
TA
TA
No
LwQ
326
Unf
0
389
715
GasA
Fa
Y
FuseA
849
811
0
1,660
0
0
1
1
3
1
TA
6
Typ
1
Gd
Detchd
1,939
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
188,700
465
20
RL
60
8,430
Pave
null
Reg
HLS
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
136
TA
TA
CBlock
Gd
TA
No
Rec
616
Unf
0
424
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
0
0
2
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
124,000
466
120
RM
null
3,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
18
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,375
1,375
GasA
Ex
Y
SBrkr
1,414
0
0
1,414
0
0
2
0
2
1
Gd
6
Typ
1
TA
Attchd
2,004
Fin
2
398
TA
TA
Y
144
20
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
178,740
467
20
RL
85
10,628
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
5
1,970
1,970
Flat
Tar&Grv
Plywood
Plywood
null
0
TA
Gd
CBlock
TA
Gd
Gd
GLQ
778
Unf
0
499
1,277
GasA
TA
Y
SBrkr
1,277
0
0
1,277
1
0
1
0
2
1
TA
5
Typ
1
Po
Attchd
1,970
Unf
2
526
TA
TA
Y
0
0
0
0
176
0
null
GdWo
null
0
4
2,007
WD
Normal
167,000
468
70
RL
79
9,480
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
2Story
5
7
1,942
1,995
Gable
CompShg
MetalSd
MetalSd
Stone
224
TA
TA
CBlock
TA
TA
No
LwQ
386
Unf
0
342
728
GasA
Ex
Y
SBrkr
888
756
0
1,644
0
0
1
1
3
1
Gd
7
Typ
2
Gd
Attchd
1,942
Unf
1
312
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
146,500
469
20
RL
98
11,428
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
248
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,626
1,626
GasA
Ex
Y
SBrkr
1,634
0
0
1,634
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
866
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
250,000
470
60
RL
76
9,291
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
RRNe
Norm
1Fam
2Story
6
5
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
BrkFace
120
Gd
TA
PConc
Gd
TA
No
GLQ
426
Unf
0
406
832
GasA
Ex
Y
SBrkr
832
878
0
1,710
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,993
RFn
2
506
TA
TA
Y
144
70
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
187,000
471
120
RL
null
6,820
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,985
1,985
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
368
BLQ
1,120
0
1,488
GasA
TA
Y
SBrkr
1,502
0
0
1,502
1
0
1
1
1
1
Gd
4
Typ
0
null
Attchd
1,985
RFn
2
528
TA
TA
Y
0
54
0
0
140
0
null
null
null
0
6
2,010
WD
Normal
212,000
472
60
RL
92
11,952
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
2Story
7
6
1,977
1,977
Mansard
WdShake
WdShing
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
808
808
GasA
TA
Y
SBrkr
1,161
808
0
1,969
0
0
2
1
3
1
TA
8
Typ
1
Gd
Attchd
1,977
RFn
2
534
TA
TA
Y
0
0
0
0
276
0
null
null
null
0
11
2,007
WD
Normal
190,000
473
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
474
20
RL
110
14,977
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
304
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,350
Unf
0
626
1,976
GasA
Ex
Y
SBrkr
1,976
0
0
1,976
1
0
2
0
2
1
Gd
7
Typ
1
Ex
Attchd
2,006
RFn
3
908
TA
TA
Y
250
63
0
0
0
0
null
null
null
0
7
2,007
New
Partial
440,000
475
120
RL
41
5,330
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
2,000
2,000
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
1,196
Unf
0
298
1,494
GasA
Ex
Y
SBrkr
1,652
0
0
1,652
1
0
2
0
2
1
Ex
6
Typ
0
null
Attchd
2,000
RFn
2
499
TA
TA
Y
96
48
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
251,000
476
20
RL
80
8,480
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,963
1,963
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
GLQ
630
Unf
0
340
970
GasA
TA
Y
SBrkr
970
0
0
970
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,996
Unf
2
624
TA
TA
Y
0
24
0
0
192
0
null
null
null
0
7
2,007
WD
Normal
132,500
477
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
478
60
RL
105
13,693
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
772
Ex
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
2,153
2,153
GasA
Ex
Y
SBrkr
2,069
574
0
2,643
0
0
2
1
3
1
Ex
9
Typ
1
Gd
BuiltIn
2,006
Fin
3
694
TA
TA
Y
414
84
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
380,000
479
20
RL
79
10,637
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
336
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,288
Unf
0
417
1,705
GasA
Ex
Y
SBrkr
1,718
0
0
1,718
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
826
TA
TA
Y
208
44
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
297,000
480
30
RM
50
5,925
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
7
1,937
2,000
Hip
CompShg
Stucco
Stucco
BrkCmn
435
TA
TA
BrkTil
Fa
TA
No
Rec
168
Unf
0
739
907
GasA
TA
Y
SBrkr
1,131
0
0
1,131
0
0
1
0
2
1
TA
7
Typ
0
null
Detchd
1,995
Unf
2
672
TA
TA
Y
0
72
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Alloca
89,471
481
20
RL
98
16,033
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
378
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,261
Unf
0
572
1,833
GasA
Ex
Y
SBrkr
1,850
0
0
1,850
1
0
2
0
3
1
Gd
8
Typ
1
Gd
Attchd
2,004
Fin
3
772
TA
TA
Y
519
112
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
326,000
482
20
RL
72
11,846
Pave
null
IR1
HLS
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,003
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
562
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,567
Unf
0
225
1,792
GasA
Ex
Y
SBrkr
1,792
0
0
1,792
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,003
Fin
3
874
TA
TA
Y
206
49
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
374,000
483
70
RM
50
2,500
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,915
2,005
Gable
CompShg
Stucco
Stucco
null
0
Gd
TA
PConc
TA
TA
No
ALQ
299
Unf
0
611
910
GasA
Ex
Y
SBrkr
916
910
0
1,826
1
0
1
1
4
1
Ex
7
Min2
1
Gd
Attchd
1,915
Unf
1
164
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
155,000
484
120
RM
32
4,500
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Mitchel
Norm
Norm
Twnhs
1Story
6
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
116
TA
TA
PConc
Ex
TA
No
GLQ
897
Unf
0
319
1,216
GasA
Ex
Y
SBrkr
1,216
0
0
1,216
1
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,998
Unf
2
402
TA
TA
Y
0
125
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
164,000
485
20
RL
null
7,758
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,962
2,001
Gable
CompShg
HdBoard
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
588
Unf
0
411
999
GasA
Gd
Y
SBrkr
999
0
0
999
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,963
Unf
1
264
TA
TA
Y
0
132
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
132,500
486
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,950
2,007
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
607
Unf
0
506
1,113
GasA
Gd
Y
SBrkr
1,113
0
0
1,113
0
0
1
0
3
1
Gd
5
Typ
1
Gd
Attchd
1,950
Unf
1
264
TA
TA
Y
0
80
120
0
0
0
null
null
null
0
7
2,009
WD
Normal
147,000
487
20
RL
79
10,289
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,965
1,965
Hip
CompShg
MetalSd
MetalSd
BrkFace
168
TA
TA
CBlock
TA
TA
No
ALQ
836
Unf
0
237
1,073
GasA
TA
Y
SBrkr
1,073
0
0
1,073
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,965
RFn
2
515
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
156,000
488
20
RL
70
12,243
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
5
6
1,971
1,971
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
998
Unf
0
486
1,484
GasA
Gd
Y
SBrkr
1,484
0
0
1,484
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,971
Unf
2
487
TA
TA
Y
224
0
0
0
180
0
null
null
null
0
2
2,007
WD
Normal
175,000
489
190
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
5
4
1,900
1,970
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
CBlock
TA
Fa
No
BLQ
664
Unf
0
290
954
GasA
TA
N
FuseA
1,766
648
0
2,414
0
0
2
0
3
2
TA
10
Mod
1
Gd
Attchd
1,970
Unf
2
520
TA
Fa
N
142
0
0
0
0
0
null
null
null
0
5
2,006
ConLD
Normal
160,000
490
180
RM
21
1,526
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SFoyer
4
8
1,970
2,002
Gable
CompShg
CemntBd
CmentBd
null
0
TA
Gd
CBlock
Gd
TA
Av
GLQ
515
Unf
0
115
630
GasA
TA
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
Gd
3
Typ
0
null
Attchd
1,970
Unf
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
86,000
491
160
RM
null
2,665
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
5
6
1,976
1,976
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
264
264
GasA
TA
Y
SBrkr
616
688
0
1,304
0
0
1
1
3
1
TA
4
Typ
1
Gd
BuiltIn
1,976
Fin
1
336
TA
TA
Y
141
24
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
115,000
492
50
RL
79
9,490
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
7
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
403
Rec
165
238
806
GasA
TA
Y
FuseA
958
620
0
1,578
1
0
1
0
3
1
Fa
5
Typ
2
TA
Attchd
1,941
Unf
1
240
TA
TA
Y
0
0
32
0
0
0
null
MnPrv
null
0
8
2,006
WD
Normal
133,000
493
60
RL
105
15,578
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Gd
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
TA
8
Typ
0
null
Attchd
2,006
RFn
2
429
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,006
New
Partial
172,785
494
20
RL
70
7,931
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,960
1,960
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
374
LwQ
532
363
1,269
GasA
TA
Y
FuseA
1,269
0
0
1,269
0
0
1
1
3
1
TA
6
Typ
1
Fa
Detchd
1,964
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
155,000
495
30
RM
50
5,784
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
8
1,938
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
190
190
GasA
Gd
Y
FuseA
886
0
0
886
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,938
Unf
1
273
TA
TA
Y
144
20
80
0
0
0
null
null
null
0
12
2,009
WD
Normal
91,300
496
30
C (all)
60
7,879
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
5
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
495
Unf
0
225
720
GasA
TA
N
FuseA
720
0
0
720
0
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
N
0
523
115
0
0
0
null
GdWo
null
0
11
2,009
WD
Abnorml
34,900
497
20
RL
null
12,692
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
8
5
1,992
1,993
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,231
Unf
0
1,969
3,200
GasA
Ex
Y
SBrkr
3,228
0
0
3,228
1
0
3
0
4
1
Gd
10
Typ
1
Gd
Attchd
1,992
RFn
2
546
TA
TA
Y
264
75
291
0
0
0
null
null
null
0
5
2,007
WD
Normal
430,000
498
50
RL
60
9,120
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
7
6
1,925
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
PConc
TA
TA
No
Rec
329
Unf
0
697
1,026
GasA
Ex
Y
SBrkr
1,133
687
0
1,820
1
0
2
0
4
1
TA
8
Typ
0
null
Detchd
1,925
Unf
1
240
TA
TA
N
0
100
0
0
0
0
null
GdPrv
null
0
6
2,008
WD
Normal
184,000
499
20
RL
65
7,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,967
2,004
Hip
CompShg
HdBoard
HdBoard
BrkFace
89
TA
TA
PConc
TA
TA
No
ALQ
450
Unf
0
414
864
GasA
Ex
Y
SBrkr
899
0
0
899
0
0
1
0
3
1
Gd
5
Typ
0
null
Attchd
1,967
Fin
1
288
TA
TA
Y
64
0
0
0
0
0
null
MnPrv
null
0
6
2,009
WD
Normal
130,000
500
20
RL
70
7,535
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,958
1,985
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
111
LwQ
279
522
912
GasA
Fa
Y
SBrkr
912
0
0
912
0
1
1
0
2
1
TA
5
Typ
0
null
Attchd
1,958
Fin
1
297
TA
TA
Y
12
285
0
0
0
0
null
MnWw
Shed
480
6
2,007
WD
Normal
120,000