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
101
533,221,090
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
102
533,221,110
160
FV
null
2,980
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,000
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
1,159
Gd
TA
PConc
Gd
TA
No
GLQ
466
Unf
0
290
756
GasA
Ex
Y
SBrkr
756
756
0
1,512
1
0
2
1
2
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
5
2,010
WD
Normal
177,000
103
533,223,020
160
FV
24
2,572
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
Twnhs
2Story
7
5
1,999
1,999
Hip
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
604
Unf
0
92
696
GasA
Ex
Y
SBrkr
696
720
0
1,416
1
0
2
1
3
1
Gd
6
Typ
0
null
Detchd
1,999
Unf
2
484
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
155,000
104
533,223,100
160
FV
null
2,403
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
244
Unf
0
286
530
GasA
Ex
Y
SBrkr
530
550
0
1,080
0
0
2
1
2
1
Gd
4
Typ
0
null
Attchd
2,003
RFn
2
496
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
147,110
105
533,238,045
20
FV
57
12,853
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,010
2,010
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Ex
Po
No
GLQ
1,032
Unf
0
610
1,642
GasA
Ex
Y
SBrkr
1,418
0
0
1,418
1
0
1
1
1
1
Gd
6
Typ
1
Gd
Attchd
2,010
RFn
3
852
TA
TA
Y
160
192
0
224
0
0
null
null
null
0
4
2,010
New
Partial
267,916
106
533,244,030
60
FV
68
7,379
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
484
Unf
0
491
975
GasA
Ex
Y
SBrkr
975
873
0
1,848
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
2
592
TA
TA
Y
280
184
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
254,000
107
533,253,060
120
RL
30
4,420
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Greens
Norm
Norm
TwnhsE
1Story
8
5
1,980
1,980
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
728
Unf
0
0
728
GasA
TA
Y
SBrkr
788
0
0
788
1
0
1
0
1
1
Gd
3
Typ
1
TA
Detchd
1,980
Fin
2
484
TA
TA
Y
133
42
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
155,000
108
533,253,210
120
RL
40
3,880
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Greens
Norm
Norm
Twnhs
1Story
8
6
1,978
1,978
Gable
CompShg
Wd Sdng
Plywood
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
1,052
Unf
0
174
1,226
GasA
TA
Y
SBrkr
1,226
0
0
1,226
1
0
1
0
1
1
Gd
4
Typ
1
TA
Attchd
1,978
Fin
2
484
TA
TA
Y
223
78
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
206,000
109
533,352,170
60
RL
null
13,517
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRAe
Norm
1Fam
2Story
6
8
1,976
2,005
Gable
CompShg
HdBoard
Plywood
BrkFace
289
Gd
TA
CBlock
TA
TA
No
GLQ
533
Unf
0
192
725
GasA
Ex
Y
SBrkr
725
754
0
1,479
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,976
RFn
2
475
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
130,500
110
534,102,025
20
FV
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
833
Unf
0
659
1,492
GasA
Ex
Y
SBrkr
1,492
0
0
1,492
1
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,002
RFn
2
596
TA
TA
Y
277
137
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
230,000
111
534,129,040
20
RL
null
10,456
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,967
1,967
Hip
CompShg
HdBoard
HdBoard
BrkFace
120
TA
TA
CBlock
TA
TA
No
GLQ
506
Unf
0
1,323
1,829
GasA
Gd
Y
SBrkr
1,829
0
0
1,829
1
0
2
0
4
1
TA
8
Typ
0
null
Attchd
1,967
RFn
2
535
TA
TA
Y
0
76
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
218,500
112
534,151,175
60
RL
80
10,791
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
5
1,993
1,993
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
Gd
TA
Mn
GLQ
1,137
Unf
0
143
1,280
GasA
Ex
Y
SBrkr
1,280
1,215
0
2,495
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,993
Unf
2
660
TA
TA
Y
224
32
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
243,500
113
534,152,050
20
RL
null
10,603
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,977
2,001
Gable
CompShg
Plywood
Plywood
BrkFace
28
TA
TA
PConc
TA
TA
Mn
ALQ
1,200
Unf
0
410
1,610
GasA
Gd
Y
SBrkr
1,610
0
0
1,610
1
0
2
0
3
1
Gd
6
Typ
2
TA
Attchd
1,977
RFn
2
480
TA
TA
Y
168
68
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
205,000
114
534,152,070
50
RL
null
18,837
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1.5Fin
6
5
1,978
1,978
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
Gd
TA
Mn
ALQ
687
LwQ
46
491
1,224
GasA
TA
Y
SBrkr
1,287
604
0
1,891
0
1
3
0
3
1
TA
7
Typ
1
TA
Attchd
1,978
RFn
2
678
TA
TA
Y
0
69
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
212,500
115
534,152,100
60
RL
80
10,421
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
BrkFace
42
TA
TA
CBlock
Gd
TA
No
GLQ
394
Unf
0
586
980
GasA
TA
Y
SBrkr
980
734
0
1,714
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,988
Unf
2
496
TA
TA
Y
228
66
156
0
0
0
null
MnPrv
Shed
500
3
2,010
WD
Normal
196,500
116
534,176,060
20
RL
78
9,360
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,972
2,006
Hip
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
982
Unf
0
179
1,161
GasA
TA
Y
SBrkr
1,381
0
0
1,381
1
0
1
1
3
1
Gd
5
Typ
1
TA
Attchd
1,972
RFn
2
676
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
197,500
117
534,176,230
60
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
6
1,971
1,971
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
329
Unf
0
386
715
GasA
TA
Y
SBrkr
930
715
0
1,645
0
0
1
2
4
1
TA
7
Typ
0
null
Attchd
1,971
RFn
2
441
TA
TA
Y
0
78
0
0
0
0
null
GdWo
null
0
6
2,010
WD
Normal
171,000
118
534,202,160
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,966
1,966
Hip
CompShg
VinylSd
VinylSd
BrkFace
172
TA
TA
CBlock
TA
TA
No
Rec
698
Unf
0
534
1,232
GasA
TA
Y
SBrkr
1,232
0
0
1,232
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,966
RFn
2
490
TA
TA
Y
0
224
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
142,250
119
534,251,320
20
RL
null
9,790
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
1Story
6
5
1,963
1,963
Hip
CompShg
HdBoard
HdBoard
BrkFace
451
TA
TA
CBlock
TA
TA
No
ALQ
569
Rec
81
678
1,328
GasA
TA
Y
SBrkr
1,328
0
0
1,328
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,963
Unf
2
528
TA
TA
Y
0
26
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
143,000
120
534,276,360
20
RL
77
9,320
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,959
1,959
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
569
Unf
0
381
950
GasA
Fa
Y
SBrkr
1,225
0
0
1,225
1
0
1
1
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
352
0
0
0
0
0
null
null
Shed
400
1
2,010
WD
Normal
128,950
121
534,401,110
20
RL
90
9,900
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,966
1,966
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
BLQ
1,059
Unf
0
150
1,209
GasA
Gd
Y
SBrkr
1,209
0
0
1,209
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,966
RFn
2
504
TA
TA
Y
0
0
120
0
0
0
null
null
null
0
4
2,010
ConLD
Normal
159,000
122
534,401,140
20
RL
88
9,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Gable
CompShg
Wd Sdng
Plywood
BrkFace
268
TA
TA
CBlock
TA
TA
No
BLQ
1,010
Unf
0
500
1,510
GasA
Ex
Y
SBrkr
1,510
0
0
1,510
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,967
RFn
2
517
TA
TA
Y
0
40
0
0
204
0
null
GdPrv
null
0
4
2,010
WD
Normal
178,900
123
534,403,360
80
RL
null
10,600
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
533
533
GasA
TA
Y
SBrkr
1,131
644
0
1,775
0
0
2
0
3
1
TA
8
Typ
0
null
Attchd
1,964
Unf
2
480
TA
TA
Y
0
172
0
0
0
0
null
null
null
0
5
2,010
COD
Family
136,300
124
534,403,410
80
RL
null
14,112
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SLvl
5
7
1,964
1,964
Hip
CompShg
Wd Sdng
HdBoard
BrkFace
86
TA
TA
PConc
TA
TA
Av
GLQ
1,014
Unf
0
138
1,152
GasA
TA
Y
SBrkr
1,152
0
0
1,152
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,964
RFn
2
484
TA
TA
Y
227
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
180,500
125
534,425,310
85
RL
80
8,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
SFoyer
6
7
1,963
1,963
Gable
CompShg
MetalSd
MetalSd
BrkFace
156
TA
Gd
PConc
TA
TA
Gd
GLQ
763
Unf
0
173
936
GasA
Ex
Y
SBrkr
1,054
0
0
1,054
1
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,963
RFn
2
480
TA
TA
Y
120
0
0
0
0
0
null
MnPrv
null
0
5
2,010
WD
Abnorml
137,500
126
534,427,010
90
RL
98
13,260
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
6
1,962
2,001
Hip
CompShg
HdBoard
HdBoard
BrkFace
144
TA
TA
CBlock
TA
TA
No
BLQ
1,500
Unf
0
228
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
2
0
2
0
6
2
TA
10
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
1
2,010
Oth
Abnorml
84,900
127
534,430,080
20
RL
68
9,717
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,950
1,996
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
GLQ
49
Rec
1,029
0
1,078
GasA
Gd
Y
FuseA
1,078
0
0
1,078
1
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,950
Unf
1
240
TA
TA
Y
366
0
112
0
0
0
null
null
null
0
4
2,010
WD
Normal
142,125
128
534,431,050
50
RL
68
9,724
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
7
1,952
2,002
Gable
CompShg
MetalSd
MetalSd
BrkFace
265
Gd
TA
CBlock
TA
TA
No
LwQ
670
Unf
0
470
1,140
GasA
Gd
Y
SBrkr
1,929
532
0
2,461
0
0
2
0
3
1
TA
7
Min2
2
Gd
Detchd
1,994
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
3
2,010
WD
Normal
197,600
129
534,431,070
50
RL
120
17,360
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
6
1,949
1,950
Gable
CompShg
MetalSd
MetalSd
Stone
340
TA
Gd
CBlock
TA
TA
No
Rec
300
Unf
0
482
782
GasA
TA
Y
SBrkr
1,019
537
0
1,556
0
0
2
0
3
1
TA
6
Typ
1
Gd
Attchd
1,949
Unf
2
470
TA
TA
Y
0
0
150
0
0
0
null
null
null
0
1
2,010
WD
Normal
172,500
130
534,450,180
20
RL
50
7,207
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
7
1,958
2,008
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
Gd
CBlock
TA
TA
Gd
BLQ
696
Unf
0
162
858
GasA
Gd
Y
SBrkr
858
0
0
858
1
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
Y
117
0
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
116,500
131
534,451,150
30
RL
55
5,350
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
3
2
1,940
1,966
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
Po
CBlock
TA
TA
No
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
1,306
0
0
1,306
0
0
1
0
3
1
Fa
6
Mod
0
null
null
null
null
0
0
null
null
Y
263
0
0
0
0
0
null
GdWo
Shed
450
5
2,010
WD
Normal
76,500
132
534,475,100
20
RL
80
9,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,954
1,954
Gable
CompShg
HdBoard
HdBoard
Stone
110
TA
TA
CBlock
TA
TA
No
Rec
354
LwQ
290
412
1,056
GasA
TA
Y
SBrkr
1,063
0
0
1,063
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,954
RFn
1
280
TA
TA
Y
0
0
164
0
0
0
null
MnPrv
null
0
2
2,010
WD
Normal
128,000
133
534,476,260
80
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
6
1,955
1,972
Gable
CompShg
AsbShng
AsbShng
BrkFace
164
TA
TA
CBlock
TA
TA
Av
BLQ
674
LwQ
132
350
1,156
GasA
Ex
Y
SBrkr
1,520
0
0
1,520
1
0
1
0
3
1
TA
7
Typ
2
Gd
Basment
1,955
RFn
1
364
TA
TA
Y
0
0
189
0
0
0
null
null
null
0
3
2,010
WD
Normal
153,000
134
534,479,320
20
RL
78
7,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,954
1,954
Gable
CompShg
HdBoard
HdBoard
BrkFace
200
TA
TA
PConc
TA
TA
No
LwQ
540
Unf
0
728
1,268
GasA
Gd
Y
SBrkr
1,268
0
0
1,268
0
0
1
0
2
1
TA
7
Typ
1
Gd
Attchd
1,954
Fin
1
244
TA
TA
Y
0
98
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
132,000
135
535,101,020
85
RL
75
11,380
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
6
8
1,966
2,008
Gable
CompShg
HdBoard
HdBoard
BrkFace
216
TA
TA
CBlock
TA
TA
Gd
GLQ
944
Unf
0
136
1,080
GasA
Gd
Y
SBrkr
1,128
0
0
1,128
1
0
1
0
2
1
Gd
5
Typ
1
Gd
Attchd
1,966
Unf
1
315
TA
TA
Y
238
0
0
0
0
0
null
null
Shed
1,500
1
2,010
WD
Normal
178,000
136
535,106,190
90
RL
80
11,600
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
Duplex
2Story
5
5
1,960
1,960
Gable
CompShg
MetalSd
MetalSd
BrkFace
361
TA
TA
CBlock
TA
TA
No
Rec
443
Unf
0
662
1,105
GasA
TA
Y
FuseA
1,105
1,169
0
2,274
0
0
2
0
5
2
TA
12
Typ
0
null
Detchd
1,960
Unf
2
480
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
154,300
137
535,125,010
20
RL
null
19,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosA
Norm
1Fam
1Story
7
5
1,970
1,989
Gable
CompShg
Plywood
Plywood
BrkFace
287
TA
TA
CBlock
Gd
TA
Gd
GLQ
912
Unf
0
1,035
1,947
GasA
TA
Y
SBrkr
2,207
0
0
2,207
1
0
2
0
3
1
TA
7
Min1
1
Gd
Attchd
1,970
RFn
2
576
TA
TA
Y
301
0
0
0
0
0
null
null
null
0
7
2,010
WD
Normal
180,000
138
535,126,040
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
139
535,152,010
90
RL
70
8,267
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
Duplex
1Story
5
5
1,958
1,958
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,604
1,604
GasA
TA
Y
SBrkr
1,604
0
0
1,604
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,958
Unf
2
576
TA
TA
Y
42
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
135,000
140
535,152,050
20
RL
70
8,197
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
5
2,003
2,009
Gable
CompShg
VinylSd
VinylSd
BrkFace
506
Gd
TA
PConc
Gd
TA
No
GLQ
1,188
Unf
0
292
1,480
GasA
Ex
Y
SBrkr
1,480
0
0
1,480
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,003
RFn
2
620
TA
TA
Y
252
73
0
0
0
0
null
MnPrv
Shed
300
2
2,010
WD
Normal
214,000
141
535,152,130
20
RL
null
8,050
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
MetalSd
MetalSd
BrkFace
150
TA
TA
CBlock
TA
TA
No
BLQ
856
Rec
162
125
1,143
GasA
TA
Y
SBrkr
1,143
0
0
1,143
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
308
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
5
2,010
WD
Normal
136,000
142
535,152,150
20
RL
70
10,552
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Rec
1,018
Unf
0
380
1,398
GasA
Gd
Y
SBrkr
1,700
0
0
1,700
0
1
1
1
4
1
Gd
6
Typ
1
Gd
Attchd
1,959
RFn
2
447
TA
TA
Y
0
38
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
165,500
143
535,152,250
20
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,957
1,957
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
922
Unf
0
392
1,314
GasA
TA
Y
SBrkr
1,314
0
0
1,314
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,957
RFn
1
294
TA
TA
Y
250
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
145,000
144
535,153,070
20
RL
73
8,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,959
1,959
Hip
CompShg
MetalSd
MetalSd
BrkFace
220
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,194
1,194
GasA
TA
Y
SBrkr
1,194
0
0
1,194
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
312
TA
TA
Y
0
0
120
0
0
0
null
null
null
0
4
2,010
WD
Normal
148,000
145
535,154,050
20
RL
null
12,160
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
Plywood
Plywood
BrkFace
180
TA
TA
CBlock
TA
TA
No
Rec
1,000
Unf
0
188
1,188
GasA
Fa
Y
SBrkr
1,188
0
0
1,188
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
2
531
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,010
COD
Abnorml
142,000
146
535,175,070
20
RL
73
9,300
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
5
5
1,960
1,960
Gable
CompShg
MetalSd
HdBoard
BrkFace
324
TA
TA
CBlock
TA
TA
No
Rec
697
Unf
0
571
1,268
GasA
TA
Y
SBrkr
1,264
0
0
1,264
1
0
1
0
3
1
TA
6
Typ
2
Gd
Attchd
1,960
Unf
2
461
TA
TA
Y
0
0
0
0
143
0
null
null
null
0
4
2,010
WD
Normal
167,500
147
535,175,180
20
RL
87
10,725
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
MetalSd
MetalSd
BrkFace
91
TA
TA
CBlock
TA
TA
No
Rec
936
Unf
0
270
1,206
GasA
Fa
Y
SBrkr
1,206
0
0
1,206
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
312
TA
TA
Y
0
21
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
108,538
148
535,179,020
20
RL
80
10,032
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,959
1,959
Gable
CompShg
Wd Sdng
Wd Sdng
Stone
432
TA
TA
CBlock
TA
TA
No
Rec
734
Unf
0
510
1,244
GasA
Ex
Y
SBrkr
1,580
0
0
1,580
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,956
Unf
2
440
TA
TA
Y
0
28
0
0
160
0
null
GdWo
null
0
6
2,010
WD
Normal
159,500
149
535,180,130
50
RL
60
8,382
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
4
5
1,956
1,956
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
832
832
GasA
TA
Y
FuseA
832
505
0
1,337
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,956
Unf
1
263
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
108,000
150
535,302,080
20
RL
60
10,950
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,952
1,952
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
339
Unf
0
525
864
GasA
TA
Y
SBrkr
1,064
0
0
1,064
0
1
1
0
2
1
Fa
4
Typ
0
null
Detchd
1,952
Unf
1
318
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
135,000
151
535,302,200
20
RL
119
10,895
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,955
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
648
Unf
0
324
972
GasA
TA
Y
SBrkr
972
0
0
972
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,955
Unf
1
305
TA
TA
Y
0
0
205
0
0
0
null
GdWo
null
0
6
2,010
WD
Normal
122,500
152
535,304,060
190
RL
70
13,587
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
2fmCon
1Story
5
5
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
Rec
532
Unf
0
456
988
GasA
TA
Y
SBrkr
988
0
0
988
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,958
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Abnorml
119,000
153
535,304,180
20
RL
68
7,922
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,953
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
GLQ
731
Unf
0
326
1,057
GasA
TA
Y
SBrkr
1,057
0
0
1,057
1
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,953
Unf
1
246
TA
TA
Y
0
52
0
0
0
0
null
null
null
0
1
2,010
WD
Abnorml
109,000
154
535,325,400
30
RL
65
7,898
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
7
1,920
1,994
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
576
576
GasA
Gd
Y
SBrkr
985
0
0
985
0
1
1
0
2
1
TA
4
Typ
0
null
Detchd
1,989
Unf
2
676
TA
TA
N
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
105,000
155
535,327,140
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,955
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
827
0
0
827
0
0
1
0
2
1
TA
5
Mod
1
Po
Detchd
1,967
Unf
1
392
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
107,500
156
535,350,030
20
RL
85
10,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,954
2,003
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
104
TA
TA
CBlock
TA
TA
No
ALQ
320
BLQ
362
404
1,086
GasA
Gd
Y
SBrkr
1,086
0
0
1,086
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,989
Unf
2
490
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
5
2,010
WD
Normal
144,900
157
535,350,040
20
RL
74
5,868
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,956
2,000
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
248
Rec
240
448
936
GasA
Ex
Y
SBrkr
936
0
0
936
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,956
Fin
1
308
TA
TA
Y
0
0
80
0
160
0
null
null
null
0
5
2,010
WD
Normal
129,000
158
535,353,190
50
RL
78
17,503
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
5
1,948
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
912
912
GasA
TA
Y
SBrkr
912
546
0
1,458
0
1
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,948
Unf
1
330
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
1
2,010
WD
Abnorml
97,500
159
535,377,090
90
RL
64
6,979
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
SFoyer
6
5
1,980
1,980
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
GLQ
1,056
Unf
0
0
1,056
GasA
Gd
Y
SBrkr
1,056
0
0
1,056
2
0
0
0
0
2
TA
4
Typ
0
null
Detchd
1,980
Unf
2
576
TA
TA
Y
264
56
0
0
0
0
null
GdPrv
Shed
600
6
2,010
WD
Normal
144,000
160
535,401,080
20
RL
null
9,830
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
2,006
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
72
Rec
258
733
1,063
GasA
Ex
Y
SBrkr
1,287
0
0
1,287
1
0
1
0
3
1
Gd
7
Typ
1
Gd
Detchd
1,997
Fin
2
576
TA
TA
Y
364
17
0
0
182
0
null
null
null
0
3
2,010
WD
Normal
162,000
161
535,425,010
80
RL
96
11,275
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
PosN
Norm
1Fam
SLvl
7
7
1,967
2,007
Mansard
WdShake
Wd Sdng
Wd Sdng
BrkFace
300
Gd
Gd
CBlock
Gd
TA
No
Unf
0
Unf
0
710
710
GasA
Ex
Y
SBrkr
1,898
1,080
0
2,978
0
0
2
1
5
1
Gd
11
Typ
1
Gd
BuiltIn
1,961
Fin
2
564
TA
TA
Y
240
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
242,000
162
535,450,210
50
RL
60
8,064
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
8
1,948
2,004
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
481
Rec
174
161
816
GasA
TA
Y
SBrkr
816
408
0
1,224
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,950
Unf
1
280
TA
TA
Y
414
0
0
0
0
0
null
GdWo
null
0
5
2,010
WD
Normal
132,000
163
535,453,070
20
RL
75
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
1,994
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
LwQ
340
Rec
906
0
1,246
GasA
Ex
Y
SBrkr
1,246
0
0
1,246
1
0
1
1
3
1
Gd
6
Typ
0
null
Attchd
1,959
RFn
1
305
TA
TA
Y
218
0
0
0
0
0
null
GdPrv
null
0
5
2,010
WD
Normal
154,000
164
535,454,070
50
RL
71
8,520
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
5
4
1,952
1,952
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
Fa
CBlock
TA
TA
No
Rec
507
Unf
0
403
910
GasA
Fa
Y
SBrkr
910
475
0
1,385
0
0
2
0
4
1
TA
6
Typ
0
null
Detchd
2,000
Unf
2
720
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,010
WD
Normal
166,000
165
535,456,110
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,951
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Mn
BLQ
234
Rec
486
180
900
GasA
TA
Y
SBrkr
900
0
0
900
0
1
1
0
3
1
Gd
5
Typ
0
null
Detchd
2,005
Unf
2
576
TA
TA
Y
222
32
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
134,800
166
535,457,010
20
RL
87
10,000
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,962
1,962
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
261
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,116
1,116
GasA
TA
Y
SBrkr
1,116
0
0
1,116
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,962
Unf
2
440
TA
TA
Y
0
0
0
0
385
0
null
null
null
0
2
2,010
WD
Normal
160,000
167
535,457,090
20
RL
81
7,635
Pave
null
IR1
Lvl
AllPub
Corner
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
Rec
588
LwQ
350
237
1,175
GasA
Ex
Y
SBrkr
1,175
0
0
1,175
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,960
RFn
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
148,000
168
535,476,350
20
RL
80
9,760
Pave
null
Reg
Lvl
AllPub
Inside
Mod
NAmes
Norm
Norm
1Fam
1Story
6
7
1,963
1,984
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
218
TA
TA
CBlock
TA
TA
Gd
BLQ
717
LwQ
263
415
1,395
GasA
TA
Y
SBrkr
1,395
0
0
1,395
1
0
1
0
2
1
TA
7
Min1
1
TA
Attchd
1,963
RFn
2
440
TA
TA
Y
657
0
113
0
240
0
null
null
null
0
5
2,010
WD
Normal
192,000
169
535,477,020
60
RL
70
7,700
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
2Story
6
5
1,966
1,966
Gable
CompShg
MetalSd
MetalSd
BrkFace
351
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
756
756
GasA
TA
Y
SBrkr
1,051
788
0
1,839
0
0
1
1
4
1
TA
7
Typ
1
TA
Attchd
1,966
Unf
2
442
TA
TA
Y
0
124
216
0
0
0
null
null
null
0
6
2,010
WD
Normal
155,000
170
902,102,100
50
RM
60
4,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
5
1,900
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
771
TA
TA
PConc
TA
TA
No
ALQ
48
Unf
0
661
709
GasA
TA
Y
SBrkr
1,157
687
0
1,844
1
0
1
0
3
1
TA
9
Min2
2
Gd
Basment
1,900
Unf
1
240
TA
TA
Y
84
0
0
0
0
0
null
null
null
0
1
2,010
COD
Abnorml
80,400
171
902,104,060
50
RM
55
8,800
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
7
1,910
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
576
576
GasA
Gd
Y
SBrkr
792
348
0
1,140
0
0
1
0
3
1
TA
7
Min2
0
null
null
null
null
0
0
null
null
N
0
160
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
96,500
172
902,106,130
30
RM
56
4,485
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
7
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
BLQ
579
Unf
0
357
936
GasA
TA
Y
SBrkr
936
0
0
936
1
0
1
0
2
1
TA
5
Typ
1
Gd
null
null
null
0
0
null
null
P
51
0
135
0
0
0
null
MnPrv
null
0
5
2,010
WD
Normal
109,500
173
902,106,140
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
174
902,110,090
20
RM
69
5,805
Pave
Grvl
Reg
Bnk
AllPub
Inside
Mod
OldTown
Norm
Norm
1Fam
1Story
5
7
1,957
1,957
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
BLQ
274
Rec
1,073
0
1,347
GasA
Gd
Y
SBrkr
1,347
0
0
1,347
1
1
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,957
Unf
2
551
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
143,000
175
902,125,080
50
RM
60
5,790
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
3
6
1,915
1,950
Gambrel
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
CBlock
Fa
TA
No
Unf
0
Unf
0
840
840
GasA
Gd
N
SBrkr
840
765
0
1,605
0
0
2
0
3
2
TA
8
Typ
0
null
Detchd
1,915
Unf
1
379
TA
TA
Y
0
0
202
0
0
0
null
null
null
0
5
2,010
WD
Normal
107,400
176
902,125,160
30
RM
47
4,608
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1Story
4
6
1,945
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
747
747
GasA
TA
Y
SBrkr
747
0
0
747
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,945
Unf
1
220
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
80,000
177
902,128,170
30
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
7
1,940
1,992
Gable
CompShg
MetalSd
MetalSd
Stone
294
TA
Gd
CBlock
TA
TA
No
BLQ
510
Unf
0
278
788
GasA
TA
Y
SBrkr
804
0
0
804
1
0
1
0
2
1
Gd
4
Typ
2
Gd
Attchd
1,940
Unf
1
240
TA
TA
Y
0
0
154
0
0
0
null
MnPrv
null
0
2
2,010
WD
Abnorml
119,000
178
902,206,040
50
RM
50
5,500
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
7
1,929
2,001
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
234
ALQ
692
0
926
GasA
TA
Y
SBrkr
926
0
390
1,316
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,974
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
130,000
179
902,206,130
45
RM
50
6,900
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
7
1,938
2,000
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
827
827
GasA
Gd
Y
SBrkr
827
424
0
1,251
0
0
1
0
3
1
Fa
6
Typ
0
null
Detchd
1,938
Unf
1
240
Fa
TA
N
0
0
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
119,000
180
902,206,220
50
RM
69
11,851
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
7
1,948
2,009
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
BLQ
780
Unf
0
247
1,027
GasA
Ex
Y
SBrkr
1,027
606
0
1,633
0
0
1
0
3
1
Gd
7
Typ
1
Gd
Detchd
1,948
Unf
1
240
TA
TA
Y
0
100
126
0
0
0
null
null
null
0
6
2,010
WD
Normal
129,000
181
902,206,240
50
RM
null
8,239
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
6
1,920
1,962
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
176
Unf
0
832
1,008
GasA
TA
Y
SBrkr
1,060
185
0
1,245
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,962
Unf
1
315
TA
TA
Y
0
0
334
0
0
0
null
null
null
0
3
2,010
WD
Normal
100,000
182
902,207,130
30
RM
68
9,656
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
2
2
1,923
1,970
Gable
CompShg
AsbShng
AsbShng
null
0
TA
Fa
BrkTil
Fa
Fa
No
Unf
0
Unf
0
678
678
GasA
TA
N
SBrkr
832
0
0
832
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,928
Unf
2
780
Fa
Fa
N
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Abnorml
12,789
183
902,207,140
30
RM
60
8,520
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
8
1,928
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Gd
Y
SBrkr
720
0
0
720
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
2,005
Unf
2
484
TA
TA
Y
106
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
105,900
184
902,305,110
70
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
8
9
1,900
2,003
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
930
930
GasW
TA
N
SBrkr
930
636
0
1,566
0
0
2
0
3
1
Gd
7
Typ
0
null
Detchd
1,930
Unf
1
288
TA
TA
Y
54
228
246
0
0
0
null
null
null
0
4
2,010
WD
Abnorml
150,000
185
902,327,040
50
RM
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
6
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
Fa
TA
No
LwQ
686
Unf
0
0
686
GasA
TA
Y
SBrkr
966
686
0
1,652
1
0
2
0
4
1
TA
7
Typ
0
null
Detchd
1,961
Unf
1
416
TA
TA
Y
0
0
196
0
0
0
null
null
Shed
1,200
6
2,010
WD
Normal
139,000
186
902,329,030
70
RM
50
9,000
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
8
9
1,890
2,002
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
Stone
Fa
Fa
No
Unf
0
Unf
0
346
346
GasA
Ex
Y
SBrkr
1,157
1,111
0
2,268
0
0
3
0
3
1
Gd
7
Typ
0
null
Detchd
2,003
Unf
2
624
TA
TA
N
0
108
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
240,000
187
902,401,060
190
RM
100
9,045
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
5
3
1,910
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Fa
BrkTil
TA
TA
Mn
Unf
0
Unf
0
840
840
Grav
Fa
N
FuseF
1,128
1,128
0
2,256
0
0
2
0
4
2
Fa
12
Typ
0
null
null
null
null
0
0
null
null
N
0
18
18
0
0
0
null
null
null
0
6
2,010
WD
Abnorml
76,500
188
902,402,010
20
RM
90
7,407
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
6
7
1,957
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
600
Unf
0
312
912
GasA
TA
Y
FuseA
1,236
0
0
1,236
1
0
1
0
2
1
TA
6
Typ
0
null
Attchd
1,957
Unf
2
923
TA
TA
Y
0
158
158
0
0
0
null
MnPrv
null
0
4
2,010
WD
Normal
149,700
189
902,402,130
70
RM
60
7,740
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
4
7
1,910
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
622
622
GasA
Gd
Y
SBrkr
741
622
0
1,363
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,966
Unf
2
528
TA
TA
Y
0
0
0
0
168
0
null
null
null
0
6
2,010
WD
Normal
125,500
190
902,402,250
190
RM
60
11,340
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
4
6
1,885
1,950
Gable
CompShg
VinylSd
AsbShng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
777
777
GasA
Gd
Y
SBrkr
1,246
1,044
0
2,290
0
0
2
0
4
2
TA
11
Typ
0
null
Detchd
1,971
Unf
2
560
TA
TA
N
0
0
114
0
0
0
null
null
null
0
4
2,010
WD
Normal
122,500
191
902,403,070
70
RM
60
10,560
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
7
1,922
1,994
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Fa
TA
No
Rec
283
Unf
0
455
738
GasA
Ex
Y
SBrkr
868
602
0
1,470
0
0
1
1
2
1
TA
6
Min1
0
null
Detchd
1,970
Unf
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
140,750
192
903,204,040
50
RM
53
5,830
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Feedr
1Fam
1.5Fin
5
6
1,950
1,997
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
788
Unf
0
200
988
GasA
Ex
Y
SBrkr
1,030
582
0
1,612
0
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,950
Unf
1
363
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,010
WD
Normal
128,500
193
903,206,120
75
RL
null
7,793
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
2.5Unf
7
7
1,922
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
No
BLQ
474
Unf
0
634
1,108
GasA
TA
N
FuseA
1,160
908
0
2,068
0
0
1
1
3
1
Gd
8
Typ
1
Gd
Detchd
1,928
Unf
1
315
TA
TA
Y
0
0
60
0
0
0
null
null
null
0
5
2,010
WD
Normal
209,500
194
903,225,150
30
RM
50
5,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Feedr
Norm
1Fam
1Story
4
7
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
188
Unf
0
577
765
GasA
TA
N
FuseF
765
0
0
765
1
0
1
0
2
1
Gd
4
Typ
0
null
Detchd
1,926
Unf
1
200
Fa
TA
P
135
0
41
0
0
0
null
MnPrv
null
0
4
2,010
WD
Normal
87,000
195
903,226,160
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
7
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Gd
No
BLQ
452
LwQ
12
144
608
GasA
TA
Y
SBrkr
608
524
0
1,132
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,939
Unf
1
240
TA
TA
Y
0
0
128
0
0
0
null
MnPrv
null
0
4
2,010
WD
Abnorml
134,000
196
903,227,020
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
LwQ
264
Unf
0
308
572
GasA
Ex
Y
FuseA
848
348
0
1,196
0
1
1
1
3
1
TA
6
Typ
2
Gd
Detchd
1,973
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
128,000
197
903,227,150
50
RM
53
6,360
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Norm
1Fam
1.5Fin
5
6
1,942
1,950
Gable
CompShg
MetalSd
MetalSd
Stone
300
TA
TA
CBlock
TA
TA
No
Rec
360
LwQ
159
316
835
GasA
TA
Y
FuseA
955
498
0
1,453
0
0
1
1
3
1
Gd
7
Min2
2
Fa
Detchd
1,942
Unf
1
240
TA
TA
Y
0
0
35
0
148
0
null
null
null
0
3
2,010
WD
Normal
132,000
198
903,228,150
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
7
1,948
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
300
Unf
0
480
780
GasA
TA
Y
SBrkr
780
636
0
1,416
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,948
Unf
1
312
TA
TA
P
221
0
48
0
0
0
null
null
null
0
3
2,010
WD
Normal
139,900
199
903,232,190
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
7
1,936
1,980
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
Fa
No
Rec
276
Unf
0
252
528
GasA
Gd
Y
SBrkr
548
492
0
1,040
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,979
Fin
2
624
TA
TA
P
306
0
32
0
0
0
null
null
null
0
5
2,010
WD
Normal
123,900
200
903,233,120
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
5
1,930
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
448
Unf
0
480
928
GasA
TA
Y
FuseF
928
608
0
1,536
0
0
2
0
4
1
TA
7
Typ
1
Gd
Detchd
1,930
Unf
2
480
TA
TA
Y
0
10
0
0
0
0
null
MnPrv
null
0
3
2,010
WD
Normal
138,400