order
int64
1
2.93k
pid
int64
526M
1.01B
ms_subclass
int64
20
190
ms_zoning
stringclasses
7 values
lot_frontage
float64
21
313
lot_area
int64
1.3k
215k
street
stringclasses
2 values
alley
stringclasses
2 values
lot_shape
stringclasses
4 values
land_contour
stringclasses
4 values
utilities
stringclasses
3 values
lot_config
stringclasses
5 values
land_slope
stringclasses
3 values
neighborhood
stringclasses
28 values
condition_1
stringclasses
9 values
condition_2
stringclasses
8 values
bldg_type
stringclasses
5 values
house_style
stringclasses
8 values
overall_qual
int64
1
10
overall_cond
int64
1
9
year_built
int64
1.87k
2.01k
year_remod_add
int64
1.95k
2.01k
roof_style
stringclasses
6 values
roof_matl
stringclasses
8 values
exterior_1st
stringclasses
16 values
exterior_2nd
stringclasses
17 values
mas_vnr_type
stringclasses
4 values
mas_vnr_area
float64
0
1.6k
exter_qual
stringclasses
4 values
exter_cond
stringclasses
5 values
foundation
stringclasses
6 values
bsmt_qual
stringclasses
5 values
bsmt_cond
stringclasses
5 values
bsmt_exposure
stringclasses
4 values
bsmtfin_type_1
stringclasses
6 values
bsmtfin_sf_1
float64
0
5.64k
bsmtfin_type_2
stringclasses
6 values
bsmtfin_sf_2
float64
0
1.53k
bsmt_unf_sf
float64
0
2.34k
total_bsmt_sf
float64
0
6.11k
heating
stringclasses
6 values
heating_qc
stringclasses
5 values
central_air
stringclasses
2 values
electrical
stringclasses
5 values
1st_flr_sf
int64
334
5.1k
2nd_flr_sf
int64
0
2.07k
low_qual_fin_sf
int64
0
1.06k
gr_liv_area
int64
334
5.64k
bsmt_full_bath
float64
0
3
bsmt_half_bath
float64
0
2
full_bath
int64
0
4
half_bath
int64
0
2
bedroom_abvgr
int64
0
8
kitchen_abvgr
int64
0
3
kitchen_qual
stringclasses
5 values
totrms_abvgrd
int64
2
15
functional
stringclasses
8 values
fireplaces
int64
0
4
fireplace_qu
stringclasses
5 values
garage_type
stringclasses
6 values
garage_yr_blt
float64
1.9k
2.21k
garage_finish
stringclasses
3 values
garage_cars
float64
0
5
garage_area
float64
0
1.49k
garage_qual
stringclasses
5 values
garage_cond
stringclasses
5 values
paved_drive
stringclasses
3 values
wood_deck_sf
int64
0
1.42k
open_porch_sf
int64
0
742
enclosed_porch
int64
0
1.01k
3ssn_porch
int64
0
508
screen_porch
int64
0
576
pool_area
int64
0
800
pool_qc
stringclasses
4 values
fence
stringclasses
4 values
misc_feature
stringclasses
5 values
misc_val
int64
0
17k
mo_sold
int64
1
12
yr_sold
int64
2.01k
2.01k
sale_type
stringclasses
10 values
sale_condition
stringclasses
6 values
saleprice
int64
12.8k
755k
1,101
528,326,030
60
RL
84
14,260
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
350
Gd
TA
PConc
Gd
TA
Av
GLQ
655
Unf
0
490
1,145
GasA
Ex
Y
SBrkr
1,145
1,053
0
2,198
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
2,000
RFn
3
836
TA
TA
Y
192
84
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
250,000
1,102
528,326,110
60
RL
null
11,000
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
2,000
2,000
Hip
CompShg
VinylSd
VinylSd
BrkFace
295
Gd
TA
PConc
Ex
TA
Mn
Unf
0
Unf
0
1,519
1,519
GasA
Ex
Y
SBrkr
1,533
639
0
2,172
0
0
2
1
4
1
Ex
8
Typ
1
TA
BuiltIn
2,000
RFn
3
687
TA
TA
Y
162
153
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
291,000
1,103
528,346,050
20
RL
136
11,675
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
8
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
495
Gd
TA
PConc
Gd
TA
Av
GLQ
1,660
Unf
0
322
1,982
GasA
Ex
Y
SBrkr
2,006
0
0
2,006
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,998
Fin
3
938
TA
TA
Y
144
33
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
350,000
1,104
528,354,100
60
RL
97
10,990
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
GLQ
851
Unf
0
213
1,064
GasA
Ex
Y
SBrkr
1,064
1,061
0
2,125
1
0
2
1
4
1
Gd
12
Typ
2
TA
Attchd
1,996
RFn
2
576
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
279,500
1,105
528,363,020
60
RL
null
11,929
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
7
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
466
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,242
1,242
GasA
Ex
Y
SBrkr
1,251
1,250
0
2,501
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,995
RFn
3
751
TA
TA
Y
192
87
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
290,000
1,106
528,363,110
20
RL
91
10,437
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
8
6
1,995
1,995
Hip
CompShg
MetalSd
MetalSd
BrkFace
660
Gd
Gd
PConc
Gd
TA
Gd
GLQ
1,696
Unf
0
413
2,109
GasA
Ex
Y
SBrkr
2,113
0
0
2,113
1
0
2
1
2
1
Gd
7
Typ
1
TA
Attchd
1,995
Fin
3
839
TA
TA
Y
236
46
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
350,000
1,107
528,365,060
60
RL
96
10,542
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,993
1,994
Hip
CompShg
Wd Sdng
ImStucc
BrkFace
651
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,173
Unf
0
138
1,311
GasA
Ex
Y
SBrkr
1,325
1,093
0
2,418
1
0
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,993
RFn
3
983
TA
TA
Y
250
154
216
0
0
0
null
null
null
0
8
2,008
WD
Normal
341,000
1,108
528,365,080
60
RL
91
10,010
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,993
1,994
Hip
WdShake
VinylSd
VinylSd
BrkFace
320
Gd
TA
PConc
Gd
TA
Av
BLQ
228
GLQ
852
0
1,080
GasA
Ex
Y
SBrkr
1,108
1,089
0
2,197
1
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
1,993
Fin
3
783
TA
TA
Y
385
99
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
287,500
1,109
528,387,050
60
RL
81
10,944
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
BrkFace
448
Gd
TA
PConc
Gd
TA
No
GLQ
1,000
Unf
0
223
1,223
GasA
Ex
Y
SBrkr
1,223
904
0
2,127
1
0
2
1
3
1
Gd
5
Typ
2
TA
Attchd
1,994
RFn
2
525
TA
TA
Y
171
132
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
271,000
1,110
528,390,020
20
RL
91
14,303
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
1Story
8
5
1,994
1,994
Hip
CompShg
HdBoard
HdBoard
BrkFace
554
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,314
Unf
0
672
1,986
GasA
Ex
Y
SBrkr
1,987
0
0
1,987
1
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
1,994
Fin
2
691
TA
TA
Y
262
36
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
301,500
1,111
528,427,010
20
RL
92
11,932
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Somerst
Feedr
Norm
1Fam
1Story
8
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
186
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,580
1,580
GasA
Ex
Y
SBrkr
1,580
0
0
1,580
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,008
RFn
3
830
TA
TA
Y
0
24
0
0
0
0
null
null
null
0
6
2,008
ConLD
Partial
235,128
1,112
528,427,070
60
RL
86
14,598
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
Feedr
Norm
1Fam
2Story
6
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
74
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
894
894
GasA
Ex
Y
SBrkr
894
1,039
0
1,933
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,007
Fin
3
668
TA
TA
Y
100
18
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
214,000
1,113
528,429,050
20
RL
75
11,957
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
53
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,550
1,574
GasA
Ex
Y
SBrkr
1,574
0
0
1,574
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
824
TA
TA
Y
144
104
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
232,000
1,114
528,429,070
20
RL
74
13,253
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
128
Gd
TA
PConc
Ex
TA
No
GLQ
1,096
Unf
0
482
1,578
GasA
Gd
Y
SBrkr
1,578
0
0
1,578
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
Unf
3
642
TA
TA
Y
0
26
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
240,000
1,115
528,429,080
20
RL
75
14,587
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
9
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
284
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,498
1,498
GasA
Ex
Y
SBrkr
1,506
0
0
1,506
0
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,008
Fin
2
592
TA
TA
Y
0
174
0
0
0
0
null
null
null
0
8
2,008
New
Partial
264,132
1,116
528,431,060
20
RL
78
10,206
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
468
TA
TA
PConc
Gd
TA
No
GLQ
33
Unf
0
1,530
1,563
GasA
Ex
Y
SBrkr
1,563
0
0
1,563
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,007
RFn
3
758
TA
TA
Y
144
99
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
245,000
1,117
528,431,080
20
RL
91
12,274
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
256
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,417
1,417
GasA
Ex
Y
SBrkr
1,428
0
0
1,428
0
0
2
0
3
1
Ex
6
Typ
0
null
Attchd
2,008
RFn
2
554
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
7
2,008
New
Partial
227,680
1,118
528,431,120
60
RL
73
9,801
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
156
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,341
1,341
GasA
Ex
Y
SBrkr
1,341
520
0
1,861
0
0
3
0
3
1
Gd
7
Typ
1
Gd
BuiltIn
2,007
RFn
3
851
TA
TA
Y
144
60
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
257,000
1,119
528,435,020
60
RL
80
9,428
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
310
Gd
TA
PConc
Gd
TA
Av
GLQ
729
Unf
0
226
955
GasA
Ex
Y
SBrkr
955
919
0
1,874
1
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,007
Fin
3
880
TA
TA
Y
168
108
0
0
0
0
null
null
null
0
2
2,008
New
Partial
297,900
1,120
528,439,010
20
RL
87
10,037
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Feedr
Norm
1Fam
1Story
8
5
2,006
2,007
Hip
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Ex
TA
No
GLQ
666
Unf
0
794
1,460
GasA
Ex
Y
SBrkr
1,460
0
0
1,460
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
2
480
TA
TA
Y
0
20
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
247,000
1,121
528,458,030
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,339
1,363
GasA
Ex
Y
SBrkr
1,372
0
0
1,372
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,008
RFn
2
588
TA
TA
Y
192
113
0
0
0
0
null
null
null
0
7
2,008
New
Partial
212,700
1,122
528,458,050
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,372
1,372
GasA
Ex
Y
SBrkr
1,372
0
0
1,372
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,008
Fin
2
529
TA
TA
Y
0
140
0
0
0
0
null
null
null
0
5
2,008
New
Partial
250,580
1,123
528,462,040
20
FV
95
11,639
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,007
2,008
Gable
CompShg
CemntBd
CmentBd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,428
1,428
GasA
Ex
Y
SBrkr
1,428
0
0
1,428
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
Fin
2
480
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
12
2,008
New
Partial
182,000
1,124
528,477,040
60
FV
75
9,803
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
400
Unf
0
466
866
GasA
Gd
Y
SBrkr
866
902
0
1,768
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
603
TA
TA
Y
0
108
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
226,700
1,125
528,478,030
60
FV
75
9,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,003
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
768
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,053
1,053
GasA
Ex
Y
SBrkr
1,053
939
0
1,992
0
0
2
1
3
1
Gd
9
Typ
1
Gd
Attchd
2,003
RFn
2
648
TA
TA
Y
140
45
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
250,000
1,126
528,478,040
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
1,127
528,480,060
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
1,128
528,480,160
60
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
6
2,007
2,007
Gable
CompShg
CemntBd
CmentBd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
813
813
GasA
Ex
Y
SBrkr
822
843
0
1,665
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,007
RFn
2
562
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
205,950
1,129
528,482,020
20
FV
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
292
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,660
1,660
GasA
Ex
Y
SBrkr
1,660
0
0
1,660
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
Fin
3
660
TA
TA
Y
133
120
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
256,000
1,130
528,488,140
20
FV
62
7,500
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,007
2,008
Gable
CompShg
CemntBd
CmentBd
Stone
210
Gd
TA
PConc
Gd
TA
No
GLQ
902
Unf
0
316
1,218
GasA
Ex
Y
SBrkr
1,218
0
0
1,218
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,008
Fin
2
462
TA
TA
Y
168
168
0
0
0
0
null
null
null
0
4
2,008
New
Partial
230,348
1,131
528,490,080
60
FV
64
8,791
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
6
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Rec
503
Unf
0
361
864
GasA
Ex
Y
SBrkr
864
864
0
1,728
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,003
RFn
2
673
TA
TA
Y
216
56
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
207,500
1,132
531,363,060
20
RL
63
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
120
TA
TA
PConc
Gd
TA
No
GLQ
680
Unf
0
400
1,080
GasA
Ex
Y
SBrkr
1,080
0
0
1,080
1
0
1
0
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
141,000
1,133
531,371,070
60
RL
68
10,110
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
80
ALQ
555
200
835
GasA
Ex
Y
SBrkr
835
861
0
1,696
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,003
RFn
2
542
TA
TA
Y
143
66
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
188,000
1,134
531,373,060
60
RL
67
12,774
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
95
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
835
835
GasA
Ex
Y
SBrkr
835
828
0
1,663
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,003
RFn
2
478
TA
TA
Y
168
68
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
192,500
1,135
531,375,050
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
126
TA
TA
PConc
Gd
Gd
No
GLQ
80
Unf
0
1,095
1,175
GasA
Ex
Y
SBrkr
1,175
0
0
1,175
1
0
1
0
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
90
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
146,000
1,136
531,375,110
20
RL
66
13,695
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
5
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
GLQ
646
Unf
0
468
1,114
GasA
Ex
Y
SBrkr
1,114
0
0
1,114
1
0
1
1
3
1
Gd
6
Typ
0
null
Detchd
2,004
Unf
2
576
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
159,000
1,137
531,375,120
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
1,138
531,376,010
60
RL
65
8,366
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
798
798
GasA
Ex
Y
SBrkr
798
842
0
1,640
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,004
RFn
2
520
TA
TA
Y
138
45
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
173,000
1,139
531,376,070
20
RL
81
9,260
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,162
1,162
GasA
Ex
Y
SBrkr
1,162
0
0
1,162
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
Fin
2
483
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
170,000
1,140
531,382,090
60
RL
65
8,453
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
38
Gd
TA
PConc
Gd
TA
No
GLQ
362
Unf
0
392
754
GasA
Ex
Y
SBrkr
754
855
0
1,609
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,995
RFn
2
525
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
182,000
1,141
531,382,110
60
RL
50
8,480
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,993
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
120
Gd
TA
PConc
Gd
TA
No
GLQ
602
Unf
0
284
886
GasA
Ex
Y
SBrkr
886
794
0
1,680
0
1
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,993
RFn
2
474
TA
TA
Y
144
96
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
163,000
1,142
531,382,120
20
RL
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
1,994
1,998
Gable
CompShg
HdBoard
HdBoard
BrkFace
258
TA
TA
PConc
Gd
TA
No
GLQ
1,138
Unf
0
270
1,408
GasA
Ex
Y
SBrkr
1,679
0
0
1,679
1
0
2
0
3
1
Gd
7
Typ
1
Fa
Attchd
1,994
RFn
2
575
TA
TA
Y
224
42
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
193,500
1,143
531,384,030
60
RL
43
14,565
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
145
Gd
TA
PConc
Gd
TA
Av
GLQ
537
Unf
0
295
832
GasA
Ex
Y
SBrkr
832
825
0
1,657
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,994
RFn
2
483
TA
TA
Y
144
74
0
0
0
0
null
null
Shed
2,000
11
2,008
WD
Normal
189,000
1,144
531,385,060
60
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
472
Unf
0
355
827
GasA
Ex
Y
SBrkr
827
850
0
1,677
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,001
RFn
2
627
TA
TA
Y
0
68
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
190,500
1,145
531,450,030
60
RL
75
8,285
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
397
Unf
0
439
836
GasA
Gd
Y
SBrkr
844
893
0
1,737
0
1
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,992
Fin
2
506
TA
TA
Y
192
85
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
175,000
1,146
531,450,090
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
1,147
531,450,170
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
1,148
531,451,020
120
RL
50
8,012
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,993
1,994
Gable
CompShg
Plywood
Plywood
null
0
Gd
TA
PConc
Gd
TA
No
LwQ
165
GLQ
841
598
1,604
GasA
Ex
Y
SBrkr
1,617
0
0
1,617
1
0
2
0
2
1
Gd
5
Typ
1
Fa
Attchd
1,993
RFn
2
533
TA
TA
Y
0
69
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
193,000
1,149
531,452,140
120
RL
55
7,892
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,993
1,993
Gable
CompShg
Plywood
Plywood
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
300
Unf
0
899
1,199
GasA
Ex
Y
SBrkr
1,199
0
0
1,199
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,993
RFn
2
530
TA
TA
Y
0
63
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
153,900
1,150
532,351,050
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
5
1,963
1,963
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
Gd
No
BLQ
53
ALQ
799
132
984
GasA
TA
Y
SBrkr
984
0
0
984
1
0
1
0
3
1
TA
5
Typ
1
TA
Attchd
1,963
RFn
1
384
TA
TA
Y
145
56
0
0
0
0
null
MnPrv
Shed
400
8
2,008
WD
Normal
128,000
1,151
532,353,050
20
RL
null
12,968
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,962
1,962
Hip
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
737
Unf
0
175
912
GasA
TA
Y
SBrkr
912
0
0
912
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,962
Unf
1
352
TA
TA
Y
140
0
0
0
176
0
null
null
null
0
9
2,008
WD
Normal
144,000
1,152
532,354,150
20
RL
75
8,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
8
1,961
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
764
Unf
0
100
864
GasA
Ex
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
Gd
5
Typ
1
TA
Detchd
1,962
Unf
1
420
TA
TA
Y
132
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
135,000
1,153
532,376,170
190
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
2fmCon
1Story
5
5
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
Fa
Mn
ALQ
890
Unf
0
0
890
GasA
Gd
N
SBrkr
890
0
0
890
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,970
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
115,000
1,154
532,377,020
20
RL
60
6,360
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,963
1,963
Hip
CompShg
Wd Sdng
HdBoard
null
0
TA
TA
CBlock
Gd
Gd
No
ALQ
489
Unf
0
375
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,963
Unf
1
276
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
650
1
2,008
COD
Abnorml
119,916
1,155
532,378,200
20
RL
65
6,768
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
6
8
1,961
1,996
Hip
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
Mn
GLQ
832
Unf
0
80
912
GasA
Gd
Y
SBrkr
912
0
0
912
1
1
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,962
Unf
1
288
TA
TA
Y
168
0
0
0
0
0
null
GdPrv
null
0
5
2,008
WD
Normal
142,000
1,156
532,477,030
20
RL
95
19,508
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
6
5
1,974
1,974
Gable
CompShg
HdBoard
ImStucc
BrkFace
144
TA
TA
CBlock
TA
TA
Av
ALQ
800
Unf
0
630
1,430
GasA
TA
Y
SBrkr
1,430
0
0
1,430
0
1
2
0
3
1
TA
6
Typ
2
TA
Attchd
1,974
Unf
2
484
TA
TA
Y
117
108
165
0
0
0
null
null
null
0
7
2,008
WD
Normal
192,000
1,157
532,479,020
50
RL
70
10,759
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1.5Fin
5
4
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
Gd
TA
No
LwQ
190
ALQ
811
0
1,001
GasA
TA
Y
SBrkr
1,001
640
0
1,641
0
0
2
0
4
1
TA
5
Typ
1
Gd
Detchd
1,972
Unf
2
490
TA
TA
Y
0
0
92
0
0
0
null
GdPrv
null
0
7
2,008
WD
Normal
140,000
1,158
533,125,080
60
RL
null
9,205
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
6
5
1,990
1,991
Hip
CompShg
HdBoard
HdBoard
BrkFace
304
Gd
TA
PConc
Gd
TA
No
ALQ
704
Unf
0
226
930
GasA
Ex
Y
SBrkr
1,364
1,319
0
2,683
1
0
2
1
4
1
Gd
9
Typ
2
Gd
Attchd
1,990
RFn
2
473
TA
TA
Y
237
251
0
0
196
0
null
null
null
0
6
2,008
WD
Normal
290,000
1,159
533,125,140
60
RL
105
11,025
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1.5Fin
9
5
1,993
1,994
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
568
Gd
TA
PConc
Gd
TA
Gd
BLQ
520
Unf
0
1,328
1,848
GasA
Ex
Y
SBrkr
1,827
959
0
2,786
1
0
2
1
4
1
Gd
10
Typ
1
Ex
Attchd
1,993
Fin
2
636
TA
TA
Y
294
49
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
372,500
1,160
533,206,050
120
FV
59
4,282
Pave
Pave
IR2
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
16
Unf
0
1,375
1,391
GasA
Ex
Y
SBrkr
1,391
0
0
1,391
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,004
RFn
2
530
TA
TA
Y
156
158
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
196,000
1,161
533,208,080
160
FV
35
4,017
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,006
2,007
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
625
625
GasA
Ex
Y
SBrkr
625
625
0
1,250
0
0
2
1
2
1
Gd
5
Typ
0
null
Detchd
2,006
Fin
2
625
TA
TA
Y
0
54
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
171,900
1,162
533,208,140
120
FV
37
3,435
Pave
Pave
IR1
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,211
1,235
GasA
Ex
Y
SBrkr
1,245
0
0
1,245
0
0
2
0
1
1
Gd
5
Typ
0
null
Attchd
2,004
RFn
2
495
TA
TA
Y
0
100
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
178,000
1,163
533,212,050
160
FV
30
3,180
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,005
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
390
Unf
0
210
600
GasA
Ex
Y
SBrkr
600
600
0
1,200
1
0
2
1
2
1
Gd
5
Typ
0
null
Detchd
2,005
RFn
2
480
TA
TA
Y
0
166
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
165,000
1,164
533,212,140
160
FV
30
3,180
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
689
689
GasA
Ex
Y
SBrkr
703
689
0
1,392
0
0
2
0
2
1
Gd
5
Typ
0
null
Detchd
2,007
Unf
2
540
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
3
2,008
WD
Abnorml
146,000
1,165
533,212,150
160
FV
34
3,604
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
689
689
GasA
Ex
Y
SBrkr
703
689
0
1,392
0
0
2
0
2
1
Gd
5
Typ
0
null
Detchd
2,007
Unf
2
540
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
2
2,008
WD
Abnorml
146,000
1,166
533,213,070
160
FV
24
2,280
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
7
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
BrkFace
360
TA
TA
PConc
Gd
TA
No
ALQ
549
Unf
0
195
744
GasA
Gd
Y
SBrkr
757
744
0
1,501
0
0
2
1
3
1
TA
6
Typ
0
null
Detchd
1,999
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
179,400
1,167
533,213,120
160
FV
24
2,280
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
6
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
Stone
216
TA
TA
PConc
Gd
TA
No
GLQ
550
Unf
0
194
744
GasA
Gd
Y
SBrkr
757
792
0
1,549
1
0
2
1
3
1
TA
6
Typ
0
null
Detchd
1,999
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
172,900
1,168
533,215,020
120
FV
null
4,765
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
9
5
2,000
2,000
Hip
CompShg
MetalSd
MetalSd
BrkFace
260
Gd
TA
PConc
Gd
TA
Av
GLQ
1,027
Unf
0
587
1,614
GasA
Ex
Y
SBrkr
1,638
0
0
1,638
1
0
2
0
2
1
Ex
5
Typ
1
TA
Attchd
2,000
Fin
2
495
TA
TA
Y
230
68
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
300,000
1,169
533,215,030
120
FV
null
4,538
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
9
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
179
Gd
TA
PConc
Ex
TA
Av
GLQ
1,004
Unf
0
306
1,310
GasA
Ex
Y
SBrkr
1,310
0
0
1,310
1
0
1
1
1
1
Gd
5
Typ
1
TA
Attchd
2,001
RFn
2
545
TA
TA
Y
277
45
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
285,000
1,170
533,215,040
120
FV
42
4,385
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
9
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Av
GLQ
964
Unf
0
455
1,419
GasA
Ex
Y
SBrkr
1,419
0
0
1,419
1
0
1
1
2
1
Ex
5
Typ
1
TA
Attchd
2,001
Fin
2
588
TA
TA
Y
155
58
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
290,000
1,171
533,215,070
120
FV
35
4,109
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
9
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
260
Gd
TA
PConc
Gd
TA
Av
GLQ
1,141
Unf
0
416
1,557
GasA
Ex
Y
SBrkr
1,557
0
0
1,557
1
0
2
0
2
1
Ex
5
Typ
1
TA
Attchd
1,999
RFn
2
484
TA
TA
Y
124
113
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
305,000
1,172
533,215,080
120
FV
50
5,119
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
9
5
1,999
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
60
Gd
TA
PConc
Ex
TA
Av
GLQ
1,238
Unf
0
460
1,698
GasA
Ex
Y
SBrkr
1,709
0
0
1,709
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,999
Fin
2
506
TA
TA
Y
97
65
0
0
0
0
null
null
null
0
1
2,008
CWD
Abnorml
328,900
1,173
533,217,050
160
FV
24
2,160
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
7
5
1,999
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
212
Gd
TA
PConc
Gd
TA
No
BLQ
510
Unf
0
90
600
GasA
Ex
Y
SBrkr
624
628
0
1,252
1
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
1,999
Unf
2
462
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
160,000
1,174
533,217,060
160
FV
24
2,160
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
SLvl
7
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
216
Gd
TA
PConc
Gd
TA
No
GLQ
600
Unf
0
72
672
GasA
Ex
Y
SBrkr
684
720
0
1,404
1
0
2
1
3
1
Gd
5
Typ
0
null
Detchd
1,999
Unf
2
462
TA
TA
Y
20
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
170,000
1,175
533,234,020
60
FV
79
10,646
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
513
TA
TA
PConc
TA
TA
No
GLQ
681
Unf
0
177
858
GasA
Ex
Y
SBrkr
872
917
0
1,789
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,001
Fin
2
546
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
223,000
1,176
533,236,060
160
FV
24
2,645
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
8
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
BrkFace
466
Gd
TA
PConc
Gd
TA
No
GLQ
612
Unf
0
348
960
GasA
Ex
Y
SBrkr
962
624
0
1,586
1
0
2
1
3
1
Gd
7
Typ
0
null
Detchd
1,999
Unf
2
480
TA
TA
Y
169
0
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
170,000
1,177
533,236,070
160
FV
24
2,645
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
8
5
1,999
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
456
Gd
TA
PConc
Gd
TA
No
GLQ
813
Unf
0
147
960
GasA
Ex
Y
SBrkr
962
645
0
1,607
1
0
2
1
3
1
Gd
7
Typ
0
null
Detchd
2,000
Unf
2
480
TA
TA
Y
169
0
0
0
0
0
null
null
null
0
12
2,008
ConLD
Normal
200,000
1,178
533,236,090
160
FV
36
3,951
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
10
5
1,998
1,999
Gable
CompShg
BrkFace
MetalSd
null
0
Ex
TA
PConc
Gd
TA
Mn
BLQ
128
GLQ
842
0
970
GasA
Ex
Y
SBrkr
1,469
924
0
2,393
1
0
2
1
2
1
Ex
7
Typ
1
TA
Attchd
1,998
Fin
2
846
TA
TA
Y
0
90
0
0
94
0
null
null
null
0
2
2,008
WD
Normal
345,000
1,179
533,250,050
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
1,180
533,250,110
120
RL
22
11,064
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
Veenker
Norm
Norm
TwnhsE
1Story
8
5
1,995
1,995
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
Gd
LwQ
560
GLQ
670
0
1,230
GasA
Ex
Y
SBrkr
1,239
0
0
1,239
1
0
1
1
1
1
Gd
4
Typ
1
Fa
Attchd
1,995
Fin
2
477
TA
TA
Y
172
24
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
217,500
1,181
533,250,160
120
RL
32
10,846
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Veenker
Norm
Norm
TwnhsE
1Story
8
5
1,993
1,993
Gable
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,619
Unf
0
100
1,719
GasA
Ex
Y
SBrkr
1,719
0
0
1,719
2
0
1
1
1
1
Gd
6
Typ
2
Gd
Attchd
1,993
Fin
2
473
TA
TA
Y
122
30
0
0
0
0
null
null
null
0
5
2,008
Con
Normal
324,000
1,182
533,251,120
20
RL
null
11,120
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Veenker
Norm
Norm
1Fam
1Story
6
6
1,984
1,984
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
Gd
TA
No
BLQ
660
Unf
0
572
1,232
GasA
TA
Y
SBrkr
1,232
0
0
1,232
0
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,984
Unf
2
516
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
162,500
1,183
533,350,090
60
RL
null
24,572
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Veenker
Norm
Norm
1Fam
2Story
9
3
1,977
1,977
Mansard
CompShg
Wd Sdng
Wd Sdng
BrkFace
1,050
Gd
Gd
CBlock
Gd
TA
No
GLQ
410
Unf
0
584
994
GasA
TA
Y
SBrkr
1,599
1,345
0
2,944
0
0
2
2
3
1
Gd
9
Typ
1
Gd
Attchd
1,977
RFn
3
864
TA
TA
Y
140
70
16
0
0
0
null
null
null
0
6
2,008
WD
Family
150,000
1,184
533,350,120
20
RL
103
16,280
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
8
9
1,976
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Ex
Ex
CBlock
Gd
Ex
Mn
GLQ
1,044
Rec
382
0
1,426
GasA
Ex
Y
SBrkr
1,671
0
0
1,671
1
0
3
0
3
1
Ex
6
Typ
1
Gd
Attchd
1,976
RFn
2
550
TA
TA
Y
280
90
0
0
0
0
null
GdWo
null
0
5
2,008
WD
Normal
290,000
1,185
534,104,100
60
FV
null
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
952
952
GasA
Ex
Y
SBrkr
952
860
0
1,812
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,002
RFn
2
469
TA
TA
Y
144
112
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
205,000
1,186
534,126,090
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,970
1,970
Hip
CompShg
Plywood
Plywood
BrkFace
288
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,304
1,304
GasA
Gd
Y
SBrkr
1,682
0
0
1,682
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
1,970
Unf
2
530
TA
TA
Y
98
0
0
0
0
0
null
MnPrv
null
0
5
2,008
WD
Normal
174,000
1,187
534,127,210
80
RL
null
11,104
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
6
6
1,969
1,969
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
GLQ
828
Unf
0
599
1,427
GasA
Gd
Y
SBrkr
1,427
0
0
1,427
0
1
2
0
4
1
TA
7
Typ
0
null
Attchd
1,969
RFn
2
516
TA
TA
Y
0
0
0
0
216
0
null
null
null
0
5
2,008
WD
Normal
183,000
1,188
534,127,230
20
RL
85
11,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
301
Unf
0
1,439
1,740
GasA
Fa
Y
SBrkr
1,740
0
0
1,740
0
0
1
1
4
1
TA
8
Typ
1
TA
Attchd
1,968
RFn
2
512
TA
TA
Y
25
0
0
0
192
0
null
GdWo
null
0
10
2,008
WD
Family
150,000
1,189
534,128,050
20
RL
80
11,040
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,971
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
144
Gd
Gd
CBlock
TA
TA
No
ALQ
656
Unf
0
602
1,258
GasA
Ex
Y
SBrkr
1,258
0
0
1,258
0
1
2
0
3
1
Gd
5
Typ
0
null
Attchd
1,971
RFn
2
528
TA
TA
Y
55
0
0
216
0
0
null
null
null
0
10
2,008
COD
Abnorml
145,000
1,190
534,129,060
20
RL
null
15,387
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
7
1,967
1,967
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
603
BLQ
294
723
1,620
GasA
Ex
Y
SBrkr
1,620
0
0
1,620
0
0
2
0
4
1
Gd
8
Typ
1
Gd
Attchd
1,967
Unf
2
578
TA
TA
Y
0
62
192
0
0
0
null
null
Shed
450
8
2,008
WD
Normal
215,000
1,191
534,175,140
90
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
Duplex
1Story
5
6
1,965
1,965
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,625
1,625
GasA
Ex
Y
SBrkr
1,625
0
0
1,625
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,965
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,008
ConLD
Normal
140,500
1,192
534,177,180
60
RL
90
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
7
1,974
1,997
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
956
Rec
182
384
1,522
GasA
TA
Y
SBrkr
1,548
1,066
0
2,614
0
0
2
1
4
1
TA
9
Typ
1
TA
Attchd
1,974
RFn
2
624
TA
TA
Y
38
243
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
240,000
1,193
534,201,240
60
RL
73
8,814
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
2Story
5
6
1,968
1,968
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
732
Unf
0
0
732
GasA
Ex
Y
SBrkr
732
732
0
1,464
0
0
1
1
4
1
TA
7
Typ
0
null
Attchd
1,968
Unf
2
470
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
141,000
1,194
534,202,130
20
RL
72
8,872
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
8
1,965
2,008
Gable
CompShg
VinylSd
VinylSd
BrkFace
300
TA
TA
CBlock
TA
TA
No
ALQ
595
Unf
0
317
912
GasA
Ex
Y
SBrkr
912
0
0
912
1
0
1
0
2
1
Gd
5
Typ
0
null
Detchd
1,992
Unf
2
576
TA
TA
Y
0
240
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
147,000
1,195
534,204,030
20
RL
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,965
2,005
Hip
CompShg
HdBoard
HdBoard
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
260
Rec
456
196
912
GasA
Ex
Y
SBrkr
925
0
0
925
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,978
Unf
2
576
TA
TA
Y
233
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
135,000
1,196
534,225,110
90
RL
72
11,072
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,728
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
0
0
2
0
6
2
TA
10
Typ
0
null
Detchd
1,987
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
145,000
1,197
534,225,120
90
RL
74
13,101
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
BrkFace
108
TA
TA
CBlock
TA
TA
No
LwQ
231
Unf
0
1,497
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
0
0
2
0
6
2
TA
10
Typ
0
null
Detchd
1,987
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
142,600
1,198
534,250,010
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
1,199
534,250,335
60
RL
null
13,355
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
6
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
Gd
No
ALQ
583
Unf
0
242
825
GasA
TA
Y
SBrkr
845
825
0
1,670
0
0
1
1
4
1
TA
7
Typ
0
null
Attchd
1,971
Fin
2
464
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
170,000
1,200
534,250,370
60
RL
null
8,963
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
8
9
1,976
1,996
Hip
CompShg
VinylSd
VinylSd
BrkFace
289
Ex
Gd
CBlock
TA
Gd
No
GLQ
575
ALQ
80
487
1,142
GasA
Ex
Y
SBrkr
1,175
1,540
0
2,715
0
1
3
1
4
1
Gd
11
Typ
2
TA
BuiltIn
1,994
Fin
2
831
TA
TA
Y
0
204
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
299,800