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
1,701
528,118,040
60
RL
118
13,654
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Gable
CompShg
MetalSd
MetalSd
BrkFace
365
Gd
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,704
1,704
GasA
Ex
Y
SBrkr
1,722
1,036
0
2,758
0
0
2
1
4
1
Ex
9
Typ
1
Ex
BuiltIn
2,005
Fin
3
814
TA
TA
Y
282
55
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
418,000
1,702
528,118,050
20
RL
59
17,169
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
NridgHt
Norm
Norm
1Fam
1Story
10
5
2,007
2,007
Hip
CompShg
CemntBd
CmentBd
BrkFace
970
Ex
TA
PConc
Ex
TA
Av
GLQ
1,684
Unf
0
636
2,320
GasA
Ex
Y
SBrkr
2,290
0
0
2,290
2
0
2
1
2
1
Ex
7
Typ
1
Gd
Attchd
2,007
Fin
3
1,174
TA
TA
Y
192
30
0
0
0
0
null
null
null
0
8
2,007
New
Partial
500,067
1,703
528,120,010
60
RL
134
16,659
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,582
1,582
GasA
Ex
Y
SBrkr
1,582
570
0
2,152
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Detchd
2,007
Unf
2
728
TA
TA
Y
0
368
0
0
0
0
null
null
null
0
6
2,007
New
Partial
260,116
1,704
528,120,150
60
RL
76
9,591
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
344
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,143
1,143
GasA
Ex
Y
SBrkr
1,143
1,330
0
2,473
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,004
RFn
3
852
TA
TA
Y
192
151
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
317,000
1,705
528,142,050
60
RL
82
9,709
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
120
Ex
TA
PConc
Ex
TA
Gd
GLQ
778
Unf
0
140
918
GasA
Ex
Y
SBrkr
958
1,142
0
2,100
1
0
2
1
3
1
Ex
8
Typ
2
Gd
BuiltIn
2,007
Fin
3
786
TA
TA
Y
172
104
0
0
0
0
null
null
null
0
9
2,007
New
Partial
319,500
1,706
528,144,050
60
RL
86
10,562
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
300
Gd
TA
PConc
Ex
TA
No
GLQ
1,288
Unf
0
294
1,582
GasA
Ex
Y
SBrkr
1,610
551
0
2,161
1
0
1
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,007
Fin
3
789
TA
TA
Y
178
120
0
0
0
0
null
null
null
0
11
2,007
New
Partial
325,624
1,707
528,150,040
20
RL
94
13,615
Pave
null
IR1
HLS
AllPub
Corner
Mod
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,006
2,006
Hip
CompShg
MetalSd
MetalSd
Stone
510
Ex
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,802
1,802
GasA
Ex
Y
SBrkr
1,802
0
0
1,802
0
0
2
1
3
1
Ex
7
Typ
1
Gd
Attchd
2,006
Fin
3
843
TA
TA
Y
158
105
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
372,000
1,708
528,150,110
60
RL
99
13,069
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
502
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,706
1,706
GasA
Ex
Y
SBrkr
1,718
1,238
0
2,956
0
0
2
1
5
1
Ex
11
Typ
1
Ex
BuiltIn
2,004
RFn
3
916
TA
TA
Y
194
50
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
342,000
1,709
528,150,120
60
RL
99
12,099
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
388
Gd
TA
PConc
Ex
TA
Av
GLQ
970
Unf
0
166
1,136
GasA
Ex
Y
SBrkr
1,136
1,332
0
2,468
1
0
2
1
4
1
Gd
10
Typ
1
Gd
BuiltIn
2,004
Fin
3
872
TA
TA
Y
184
154
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
354,000
1,710
528,166,150
60
RL
110
14,277
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
280
Gd
TA
PConc
Ex
TA
Mn
GLQ
938
Unf
0
379
1,317
GasA
Ex
Y
SBrkr
1,217
1,168
0
2,385
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,003
Fin
3
818
TA
TA
Y
192
228
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
350,000
1,711
528,168,040
60
RL
93
11,999
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,003
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
340
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,181
1,181
GasA
Ex
Y
SBrkr
1,234
1,140
0
2,374
0
0
2
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,003
Fin
3
656
TA
TA
Y
104
100
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
285,000
1,712
528,172,030
60
RL
null
12,568
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
246
Gd
TA
PConc
Ex
TA
Av
GLQ
669
Unf
0
226
895
GasA
Ex
Y
SBrkr
895
923
0
1,818
1
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,007
Fin
3
774
TA
TA
Y
196
104
0
0
0
0
null
null
null
0
8
2,007
New
Partial
281,500
1,713
528,172,050
20
RL
70
9,926
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
210
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,178
Unf
0
436
1,614
GasA
Ex
Y
SBrkr
1,614
0
0
1,614
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
878
TA
TA
Y
100
38
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
245,700
1,714
528,172,070
20
RL
71
9,254
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
210
Gd
TA
PConc
Gd
TA
No
GLQ
119
Unf
0
1,602
1,721
GasA
Ex
Y
SBrkr
1,721
0
0
1,721
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
554
TA
TA
Y
168
27
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
232,698
1,715
528,172,075
60
RL
92
10,732
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,298
1,298
GasA
Ex
Y
SBrkr
1,298
530
0
1,828
0
0
2
1
3
1
Gd
7
Typ
0
null
BuiltIn
2,006
RFn
3
876
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
2
2,007
New
Partial
250,000
1,716
528,174,010
120
RL
61
7,577
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
256
Gd
TA
PConc
Gd
TA
Av
ALQ
20
Unf
0
1,342
1,362
GasA
Ex
Y
SBrkr
1,362
0
0
1,362
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
460
TA
TA
Y
192
28
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
194,700
1,717
528,174,020
120
RL
34
3,901
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
182
Gd
TA
PConc
Gd
TA
Av
ALQ
866
Unf
0
436
1,302
GasA
Ex
Y
SBrkr
1,302
0
0
1,302
1
0
1
1
1
1
Gd
5
Typ
1
Gd
Attchd
2,005
RFn
2
631
TA
TA
Y
110
50
0
0
0
0
null
null
null
0
8
2,007
New
Partial
204,000
1,718
528,174,030
120
RL
34
3,903
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
182
Gd
TA
PConc
Gd
TA
Av
ALQ
1,030
Unf
0
272
1,302
GasA
Ex
Y
SBrkr
1,302
0
0
1,302
1
0
1
1
1
1
Gd
5
Typ
1
Gd
Attchd
2,005
RFn
2
631
TA
TA
Y
110
50
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
200,000
1,719
528,174,040
120
RL
41
6,289
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
256
Gd
TA
PConc
Gd
TA
Av
ALQ
762
Unf
0
600
1,362
GasA
Ex
Y
SBrkr
1,362
0
0
1,362
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
460
TA
TA
Y
192
28
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
207,000
1,720
528,181,060
120
RL
34
4,590
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
108
Gd
TA
PConc
Gd
Gd
Mn
GLQ
24
Unf
0
1,530
1,554
GasA
Ex
Y
SBrkr
1,554
0
0
1,554
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
627
TA
TA
Y
156
73
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
209,500
1,721
528,181,070
120
RL
34
4,590
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
108
Gd
TA
PConc
Gd
Gd
Mn
GLQ
24
Unf
0
1,530
1,554
GasA
Ex
Y
SBrkr
1,554
0
0
1,554
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
627
TA
TA
Y
156
73
0
0
0
0
null
null
null
0
5
2,007
CWD
Normal
209,500
1,722
528,181,080
120
RL
44
6,442
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
178
Gd
TA
PConc
Gd
Gd
Mn
GLQ
24
Unf
0
1,346
1,370
GasA
Ex
Y
SBrkr
1,370
0
0
1,370
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
484
TA
TA
Y
120
49
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
202,500
1,723
528,186,050
120
RL
48
7,841
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
394
Ex
TA
PConc
Ex
TA
No
GLQ
848
Unf
0
729
1,577
GasA
Ex
Y
SBrkr
1,577
0
0
1,577
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,005
RFn
2
564
TA
TA
Y
203
39
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
280,000
1,724
528,186,090
120
RL
60
7,313
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
246
Ex
TA
PConc
Ex
TA
No
GLQ
1,153
Unf
0
408
1,561
GasA
Ex
Y
SBrkr
1,561
0
0
1,561
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,005
Fin
2
556
TA
TA
Y
203
47
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
277,500
1,725
528,186,120
120
RL
68
7,820
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,007
2,007
Hip
CompShg
MetalSd
MetalSd
BrkFace
362
Ex
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,869
1,869
GasA
Ex
Y
SBrkr
1,869
0
0
1,869
0
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,007
RFn
2
617
TA
TA
Y
210
54
0
0
0
0
null
null
null
0
12
2,007
New
Partial
318,061
1,726
528,186,190
120
RL
48
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,006
Hip
CompShg
MetalSd
MetalSd
BrkFace
176
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,300
1,324
GasA
Ex
Y
SBrkr
1,324
0
0
1,324
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
2
550
TA
TA
Y
0
38
0
0
0
0
null
null
null
0
9
2,007
New
Partial
221,370
1,727
528,188,160
120
RL
48
3,242
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
Wd Shng
Stone
235
Gd
TA
PConc
Gd
TA
No
GLQ
1,000
Unf
0
405
1,405
GasA
Ex
Y
SBrkr
1,405
0
0
1,405
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,003
RFn
2
478
TA
TA
Y
136
36
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
200,000
1,728
528,218,010
60
RL
59
15,810
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
6
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
768
728
0
1,496
0
0
3
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Unf
2
572
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
5
2,007
New
Partial
181,755
1,729
528,218,020
60
RL
65
10,237
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
768
768
0
1,536
0
0
2
1
3
1
Gd
6
Typ
1
Gd
Attchd
2,005
Fin
2
400
TA
TA
Y
100
38
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
176,000
1,730
528,218,050
60
RL
65
10,237
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
6
5
2,005
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
783
783
GasA
Ex
Y
SBrkr
783
701
0
1,484
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,005
Fin
2
393
TA
TA
Y
0
72
0
0
0
0
null
null
null
0
7
2,007
New
Partial
178,900
1,731
528,218,100
60
RL
58
13,204
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
44
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
608
608
GasA
Ex
Y
SBrkr
608
850
0
1,458
0
0
2
0
3
1
Gd
6
Typ
0
null
BuiltIn
2,007
Fin
2
454
TA
TA
Y
100
33
0
0
0
0
null
null
null
0
5
2,007
New
Partial
168,165
1,732
528,221,030
60
RL
62
8,857
Pave
null
IR1
Lvl
AllPub
Inside
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
738
738
GasA
Ex
Y
SBrkr
738
757
0
1,495
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
2
440
TA
TA
Y
100
30
0
0
0
0
null
null
null
0
3
2,007
New
Partial
171,925
1,733
528,221,040
60
RL
63
9,729
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
698
698
GasA
Ex
Y
SBrkr
698
1,048
0
1,746
1
0
2
1
3
1
Gd
6
Typ
1
Gd
BuiltIn
2,007
Unf
3
350
TA
TA
Y
0
34
0
0
0
0
null
null
null
0
6
2,007
New
Partial
198,444
1,734
528,221,050
20
RL
88
12,216
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
918
Unf
0
408
1,326
GasA
Ex
Y
SBrkr
1,326
0
0
1,326
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,005
Fin
2
388
TA
TA
Y
120
23
0
0
0
0
null
null
Shed
2,000
6
2,007
WD
Normal
203,000
1,735
528,221,090
60
RL
65
9,018
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,007
Fin
2
400
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
7
2,007
New
Partial
179,540
1,736
528,222,030
20
RL
73
8,993
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
Unf
0
Unf
0
1,302
1,302
GasA
Ex
Y
SBrkr
1,302
0
0
1,302
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
Fin
2
436
TA
TA
Y
0
22
0
0
0
0
null
null
null
0
8
2,007
New
Partial
176,485
1,737
528,222,040
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
1,738
528,222,050
60
RL
73
8,499
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
616
616
GasA
Ex
Y
SBrkr
616
796
0
1,412
0
0
2
1
3
1
Gd
6
Typ
1
Gd
BuiltIn
2,007
Fin
2
432
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
3
2,007
New
Partial
156,932
1,739
528,222,060
60
RL
72
8,229
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
22
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
752
752
GasA
Ex
Y
SBrkr
752
752
0
1,504
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,007
Fin
2
440
TA
TA
Y
100
32
0
0
0
0
null
null
null
0
12
2,007
New
Partial
166,000
1,740
528,222,080
60
RL
64
7,713
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
16
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
2
400
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
7
2,007
New
Partial
177,594
1,741
528,222,090
20
RL
64
7,697
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
6
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,246
1,246
GasA
Ex
Y
SBrkr
1,258
0
0
1,258
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
462
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
New
Partial
173,500
1,742
528,228,270
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
1,743
528,228,275
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
VinylSd
VinylSd
BrkFace
72
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,258
1,258
GasA
Ex
Y
SBrkr
1,402
0
0
1,402
0
2
0
2
2
1
Gd
7
Typ
1
Gd
Attchd
2,006
Fin
3
648
TA
TA
Y
120
16
0
0
0
0
null
null
null
0
2
2,007
New
Partial
194,201
1,744
528,228,375
120
RL
null
3,621
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
8
5
2,003
2,003
Hip
CompShg
VinylSd
VinylSd
BrkFace
72
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,084
Unf
0
322
1,406
GasA
Ex
Y
SBrkr
1,589
0
0
1,589
1
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,003
Fin
3
630
TA
TA
Y
143
20
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
226,500
1,745
528,228,555
20
RL
53
3,710
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
16
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,266
1,266
GasA
Ex
Y
SBrkr
1,266
0
0
1,266
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,007
Fin
2
388
TA
TA
Y
100
16
0
0
0
0
null
null
null
0
8
2,007
New
Partial
185,485
1,746
528,231,010
20
RL
182
14,572
Pave
null
IR3
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
1,300
Unf
0
230
1,530
GasA
Ex
Y
SBrkr
1,530
0
0
1,530
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
Fin
3
630
TA
TA
Y
144
36
0
0
0
0
null
null
null
0
11
2,007
WD
Family
259,000
1,747
528,231,030
80
RL
65
16,219
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
779
Unf
0
56
835
GasA
Ex
Y
SBrkr
1,119
0
0
1,119
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,004
Fin
2
437
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
188,500
1,748
528,235,000
80
RL
87
11,084
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
192
Unf
0
192
384
GasA
Ex
Y
SBrkr
744
630
0
1,374
1
0
2
1
3
1
Gd
8
Typ
1
Gd
BuiltIn
2,004
Fin
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
6
2,007
WD
Family
175,000
1,749
528,235,160
60
RL
59
11,796
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
847
847
GasA
Ex
Y
SBrkr
847
1,112
0
1,959
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,004
Fin
2
434
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
215,000
1,750
528,235,170
20
RL
59
10,936
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,510
1,510
GasA
Ex
Y
SBrkr
1,525
0
0
1,525
0
0
2
1
3
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
534
TA
TA
Y
100
18
0
0
0
0
null
null
null
0
4
2,007
New
Partial
206,580
1,751
528,240,020
60
RL
62
8,244
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
880
0
1,720
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
Fin
2
440
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
183,500
1,752
528,250,010
80
RL
null
11,950
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
384
384
GasA
Ex
Y
SBrkr
754
640
0
1,394
0
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,003
Fin
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
165,500
1,753
528,250,070
60
RL
63
7,875
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
16
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
847
847
GasA
Ex
Y
SBrkr
847
1,101
0
1,948
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,003
Fin
2
434
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
211,000
1,754
528,275,035
60
RL
null
8,063
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
924
924
GasA
Ex
Y
SBrkr
948
742
0
1,690
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,000
RFn
2
463
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
11
2,007
WD
Abnorml
181,000
1,755
528,275,110
60
RL
null
8,740
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
574
Unf
0
280
854
GasA
Ex
Y
SBrkr
864
1,131
0
1,995
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,002
Fin
2
435
TA
TA
Y
264
48
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
219,500
1,756
528,280,110
60
RL
62
7,917
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
953
953
GasA
Ex
Y
SBrkr
953
694
0
1,647
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,999
RFn
2
460
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
175,000
1,757
528,280,150
80
RL
76
9,967
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
384
384
GasA
Ex
Y
SBrkr
774
656
0
1,430
0
0
2
1
3
1
TA
8
Typ
1
TA
BuiltIn
2,000
RFn
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
170,000
1,758
528,290,060
60
RL
null
7,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
660
660
GasA
Ex
Y
SBrkr
660
660
0
1,320
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,003
Fin
2
400
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
162,000
1,759
528,290,170
60
RL
58
9,487
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
520
Unf
0
395
915
GasA
Ex
Y
SBrkr
940
750
0
1,690
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,000
RFn
2
442
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
187,000
1,760
528,294,010
60
RL
59
9,649
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
941
941
GasA
Ex
Y
SBrkr
961
683
0
1,644
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,999
RFn
2
460
TA
TA
Y
460
42
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
185,000
1,761
528,320,050
60
RL
160
15,623
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
10
5
1,996
1,996
Hip
CompShg
Wd Sdng
ImStucc
null
0
Gd
TA
PConc
Ex
TA
Av
GLQ
2,096
Unf
0
300
2,396
GasA
Ex
Y
SBrkr
2,411
2,065
0
4,476
1
0
3
1
4
1
Ex
10
Typ
2
TA
Attchd
1,996
Fin
3
813
TA
TA
Y
171
78
0
0
0
555
Ex
MnPrv
null
0
7
2,007
WD
Abnorml
745,000
1,762
528,322,020
60
RL
100
12,191
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,997
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
515
Gd
TA
PConc
Gd
TA
Av
GLQ
1,181
Unf
0
598
1,779
GasA
Ex
Y
SBrkr
1,779
772
0
2,551
1
0
2
1
4
1
Gd
8
Typ
2
TA
Attchd
1,998
Fin
3
925
TA
TA
Y
76
61
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
384,500
1,763
528,326,060
60
RL
null
11,000
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
72
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
969
969
GasA
Ex
Y
SBrkr
997
1,288
0
2,285
0
0
2
1
4
1
Gd
8
Typ
1
TA
BuiltIn
2,000
Fin
3
648
TA
TA
Y
0
56
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
248,000
1,764
528,327,060
20
RL
null
11,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
10
5
2,001
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
705
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,282
Unf
0
1,351
2,633
GasA
Ex
Y
SBrkr
2,633
0
0
2,633
1
0
2
1
2
1
Ex
8
Typ
2
Gd
Attchd
2,001
RFn
3
804
TA
TA
Y
314
140
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
466,500
1,765
528,340,030
60
RL
89
10,557
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
1,998
1,998
Gable
CompShg
MetalSd
MetalSd
BrkFace
422
Gd
TA
PConc
Ex
TA
Gd
GLQ
672
Unf
0
736
1,408
GasA
Ex
Y
SBrkr
1,671
1,407
0
3,078
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,998
Fin
3
806
TA
TA
Y
108
87
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
410,000
1,766
528,344,020
60
RL
74
11,002
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,048
Unf
0
341
1,389
GasA
Ex
Y
SBrkr
1,411
1,171
0
2,582
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,998
Fin
3
758
TA
TA
Y
286
60
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
322,500
1,767
528,348,030
60
RL
83
10,790
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
275
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,066
1,066
GasA
Ex
Y
SBrkr
1,108
1,277
0
2,385
0
0
2
1
4
1
Gd
8
Typ
1
TA
BuiltIn
1,998
Fin
3
600
TA
TA
Y
120
38
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
252,000
1,768
528,351,010
60
RL
104
21,535
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
10
6
1,994
1,995
Gable
WdShngl
HdBoard
HdBoard
BrkFace
1,170
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,455
Unf
0
989
2,444
GasA
Ex
Y
SBrkr
2,444
1,872
0
4,316
0
1
3
1
4
1
Ex
10
Typ
2
Ex
Attchd
1,994
Fin
3
832
TA
TA
Y
382
50
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
755,000
1,769
528,354,060
60
RL
92
9,920
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
862
Unf
0
255
1,117
GasA
Ex
Y
SBrkr
1,127
886
0
2,013
1
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
1,997
Unf
2
455
TA
TA
Y
180
130
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
269,790
1,770
528,354,110
60
RL
95
11,787
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
BrkFace
594
Gd
TA
PConc
Gd
TA
No
GLQ
719
Unf
0
660
1,379
GasA
Ex
Y
SBrkr
1,383
1,015
0
2,398
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,996
Fin
3
834
TA
TA
Y
239
60
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
315,750
1,771
528,358,040
60
RL
82
9,950
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
290
Gd
TA
PConc
Gd
TA
No
GLQ
565
Unf
0
638
1,203
GasA
Ex
Y
SBrkr
1,214
1,306
0
2,520
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,995
RFn
3
721
TA
TA
Y
224
114
0
0
0
0
null
null
null
0
6
2,007
WD
Abnorml
290,000
1,772
528,364,110
60
RL
65
12,257
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
513
Gd
TA
PConc
Gd
TA
Av
LwQ
56
ALQ
64
1,198
1,318
GasA
Ex
Y
SBrkr
1,328
1,203
0
2,531
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,995
RFn
3
752
TA
TA
Y
222
98
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
290,000
1,773
528,366,050
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
1,774
528,366,070
60
RL
88
11,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,992
1,993
Gable
CompShg
VinylSd
VinylSd
BrkFace
309
Gd
TA
PConc
Ex
TA
No
GLQ
335
Unf
0
770
1,105
GasA
Ex
Y
SBrkr
1,105
1,097
0
2,202
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,992
RFn
2
517
TA
TA
Y
0
65
0
0
144
0
null
null
null
0
9
2,007
WD
Normal
263,000
1,775
528,376,010
60
RL
82
9,044
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
BrkFace
526
Gd
Gd
PConc
Gd
TA
No
GLQ
1,225
Unf
0
100
1,325
GasA
Ex
Y
SBrkr
1,335
1,203
0
2,538
0
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,996
RFn
3
933
TA
TA
Y
198
92
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
330,000
1,776
528,427,040
20
RL
75
9,910
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Feedr
Norm
1Fam
1Story
7
6
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,369
1,369
GasA
Ex
Y
SBrkr
1,369
0
0
1,369
0
0
2
0
3
1
Gd
5
Typ
0
null
Attchd
2,007
Unf
2
605
TA
TA
Y
0
203
0
0
0
0
null
null
null
0
9
2,007
New
Partial
213,133
1,777
528,427,100
20
RL
91
11,830
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Feedr
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
164
Gd
TA
PConc
Gd
TA
No
GLQ
1,220
Unf
0
322
1,542
GasA
Ex
Y
SBrkr
1,542
0
0
1,542
1
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,007
Unf
3
852
TA
TA
Y
168
110
0
0
0
0
null
null
null
0
7
2,007
New
Partial
260,261
1,778
528,429,090
20
RL
84
11,670
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Somerst
RRNn
Norm
1Fam
1Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
ImStucc
Stone
302
Ex
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,905
1,905
GasA
Ex
Y
SBrkr
1,905
0
0
1,905
0
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,006
Fin
3
788
TA
TA
Y
0
191
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
320,000
1,779
528,429,110
20
RL
49
15,256
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
RRAn
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
84
Gd
TA
PConc
Gd
TA
Gd
GLQ
929
Unf
0
556
1,485
GasA
Ex
Y
SBrkr
1,464
0
0
1,464
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
Unf
3
754
TA
TA
Y
168
160
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
282,922
1,780
528,431,030
20
RL
76
10,612
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
248
Gd
TA
PConc
Gd
TA
Mn
GLQ
28
Unf
0
1,496
1,524
GasA
Gd
Y
SBrkr
1,534
0
0
1,534
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
Fin
2
484
TA
TA
Y
168
46
0
0
0
0
null
null
null
0
1
2,007
WD
Family
215,000
1,781
528,431,040
20
RL
98
12,291
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
10
5
2,007
2,007
Hip
CompShg
CemntBd
CmentBd
BrkFace
754
Ex
TA
PConc
Ex
TA
Av
GLQ
1,572
Unf
0
394
1,966
GasA
Ex
Y
SBrkr
1,966
0
0
1,966
1
0
2
0
1
1
Ex
6
Typ
1
Gd
Attchd
2,007
Fin
3
1,092
TA
TA
Y
76
52
0
0
0
0
null
null
null
0
10
2,007
New
Partial
419,005
1,782
528,431,050
20
RL
116
13,501
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
208
Gd
TA
PConc
Gd
TA
No
GLQ
63
Unf
0
1,560
1,623
GasA
Ex
Y
SBrkr
1,636
0
0
1,636
1
0
2
0
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
RFn
3
865
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
255,000
1,783
528,431,110
20
RL
75
9,986
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
428
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,795
1,795
GasA
Ex
Y
SBrkr
1,795
0
0
1,795
0
0
2
0
2
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
895
TA
TA
Y
0
49
0
0
0
0
null
null
null
0
2
2,007
New
Partial
147,000
1,784
528,435,010
20
RL
85
9,965
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Somerst
Feedr
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,528
1,528
GasA
Ex
Y
SBrkr
1,528
0
0
1,528
0
0
3
2
3
1
Gd
6
Typ
1
TA
Attchd
2,007
Unf
2
480
TA
TA
Y
0
228
0
0
0
0
null
null
null
0
9
2,007
New
Partial
235,876
1,785
528,435,040
20
RL
79
9,416
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Hip
CompShg
CemntBd
CmentBd
Stone
205
Ex
TA
PConc
Ex
TA
No
GLQ
1,126
Unf
0
600
1,726
GasA
Ex
Y
SBrkr
1,726
0
0
1,726
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,007
Fin
3
786
TA
TA
Y
171
138
0
0
266
0
null
null
null
0
9
2,007
New
Partial
311,872
1,786
528,435,060
20
RL
83
9,849
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
6
2,007
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,689
1,689
GasA
Ex
Y
SBrkr
1,689
0
0
1,689
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
RFn
3
954
TA
TA
Y
0
56
0
0
0
0
null
null
null
0
6
2,007
New
Partial
248,328
1,787
528,435,070
20
RL
85
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
410
Gd
TA
PConc
Gd
Gd
Av
Unf
0
Unf
0
1,588
1,588
GasA
Ex
Y
SBrkr
1,588
0
0
1,588
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
825
TA
TA
Y
144
45
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
227,000
1,788
528,439,040
20
RL
74
8,847
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
148
Gd
TA
PConc
Gd
TA
Av
GLQ
769
Unf
0
769
1,538
GasA
Ex
Y
SBrkr
1,538
0
0
1,538
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
484
TA
TA
Y
146
40
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
260,000
1,789
528,439,050
20
RL
76
9,158
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
CemntBd
CmentBd
Stone
140
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,496
1,496
GasA
Ex
Y
SBrkr
1,496
0
0
1,496
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
2
474
TA
TA
Y
168
130
0
0
0
0
null
null
null
0
6
2,007
New
Partial
225,000
1,790
528,439,080
20
RL
70
8,251
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
143
Gd
TA
PConc
Gd
Gd
Av
GLQ
778
Unf
0
716
1,494
GasA
Ex
Y
SBrkr
1,506
0
0
1,506
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
RFn
2
672
TA
TA
Y
192
35
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
249,000
1,791
528,441,080
20
RL
75
10,084
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
186
Gd
TA
PConc
Ex
TA
Av
GLQ
1,369
Unf
0
317
1,686
GasA
Ex
Y
SBrkr
1,694
0
0
1,694
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
RFn
2
636
TA
TA
Y
255
57
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
307,000
1,792
528,445,020
60
RL
70
9,605
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
982
982
GasA
Ex
Y
SBrkr
982
995
0
1,977
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,006
RFn
3
574
TA
TA
Y
240
53
0
0
0
0
null
null
null
0
7
2,007
WD
Family
250,000
1,793
528,445,070
60
RL
75
8,778
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,302
1,302
GasA
Ex
Y
SBrkr
1,302
528
0
1,830
0
0
2
1
3
1
Gd
7
Typ
0
null
BuiltIn
2,006
RFn
3
859
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
221,300
1,794
528,456,190
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,314
1,338
GasA
Ex
Y
SBrkr
1,338
0
0
1,338
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
598
TA
TA
Y
0
141
0
0
0
0
null
null
null
0
11
2,007
New
Partial
208,900
1,795
528,456,230
20
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,335
1,335
GasA
Ex
Y
SBrkr
1,335
0
0
1,335
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
575
TA
TA
Y
0
210
0
0
0
0
null
null
null
0
6
2,007
New
Partial
210,400
1,796
528,458,080
60
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
350
Unf
0
546
896
GasA
Ex
Y
SBrkr
896
896
0
1,792
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,007
Fin
2
590
TA
TA
Y
184
96
0
0
0
0
null
null
null
0
11
2,007
New
Partial
255,000
1,797
528,458,090
60
FV
81
10,411
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
2Story
5
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
CBlock
Gd
TA
null
Unf
0
Unf
0
725
725
GasA
Ex
Y
SBrkr
725
863
0
1,588
0
0
3
0
3
1
Gd
8
Typ
0
null
Attchd
2,007
Unf
2
561
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
New
Partial
212,109
1,798
528,458,120
60
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,088
1,088
GasA
Ex
Y
SBrkr
1,088
871
0
1,959
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
RFn
3
1,025
TA
TA
Y
208
46
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
270,000
1,799
528,458,130
60
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
64
Unf
0
1,120
1,184
GasA
Ex
Y
SBrkr
1,184
1,426
0
2,610
0
0
2
1
4
1
Ex
11
Typ
1
Gd
BuiltIn
2,007
Fin
2
550
TA
TA
Y
208
364
0
0
0
0
null
null
null
0
8
2,007
New
Partial
303,477
1,800
528,458,150
60
FV
112
12,217
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Hip
CompShg
WdShing
Wd Shng
null
null
Gd
TA
PConc
Ex
TA
Av
GLQ
745
Unf
0
210
955
GasA
Ex
Y
SBrkr
955
925
0
1,880
1
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,007
Fin
3
880
TA
TA
Y
168
127
0
0
0
0
null
null
null
0
12
2,007
New
Partial
310,013