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
1,801
528,477,020
20
FV
84
11,096
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
24
Unf
0
1,632
1,656
GasA
Ex
Y
SBrkr
1,656
0
0
1,656
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,006
RFn
3
826
TA
TA
Y
0
146
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
249,700
1,802
528,480,020
60
FV
84
10,207
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
6
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
874
874
GasA
Ex
Y
SBrkr
874
887
0
1,761
0
0
3
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
2
578
TA
TA
Y
144
105
0
0
0
0
null
null
null
0
8
2,007
New
Partial
227,875
1,803
528,480,180
20
FV
84
10,440
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
CemntBd
CmentBd
null
0
Ex
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,574
1,574
GasA
Ex
Y
SBrkr
1,584
0
0
1,584
0
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,007
Fin
2
594
TA
TA
Y
0
256
0
0
0
0
null
null
null
0
5
2,007
New
Partial
261,329
1,804
528,482,010
20
FV
100
11,824
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
298
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,685
1,685
GasA
Ex
Y
SBrkr
1,685
0
0
1,685
0
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
Fin
3
658
TA
TA
Y
112
63
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
253,000
1,805
528,482,030
60
FV
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
353
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,158
1,158
GasA
Ex
Y
SBrkr
1,158
1,285
0
2,443
0
0
2
1
4
1
Gd
9
Min2
1
Gd
BuiltIn
2,004
RFn
3
744
TA
TA
Y
193
127
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
265,000
1,806
528,482,090
60
FV
102
11,143
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,004
2,005
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,580
1,580
GasA
Ex
Y
SBrkr
1,580
886
0
2,466
0
0
3
0
4
1
Gd
8
Typ
1
Gd
Attchd
2,004
RFn
2
610
TA
TA
Y
159
214
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
340,000
1,807
531,363,020
20
RL
63
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,100
1,100
GasA
Ex
Y
SBrkr
1,100
0
0
1,100
0
0
1
1
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
136
0
0
0
0
null
null
null
0
6
2,007
New
Partial
146,000
1,808
531,363,040
20
RL
63
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
1,143
1,143
GasA
Ex
Y
SBrkr
1,143
0
0
1,143
0
0
1
1
3
1
Gd
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
55
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
147,000
1,809
531,375,140
20
RL
60
12,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
5
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
126
Gd
TA
PConc
Gd
TA
No
GLQ
729
Unf
0
365
1,094
GasA
Ex
Y
SBrkr
1,094
0
0
1,094
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
2,004
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
149,000
1,810
531,376,060
20
RL
65
7,441
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
170
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,461
1,461
GasA
Ex
Y
SBrkr
1,486
0
0
1,486
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,006
RFn
2
566
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
181,000
1,811
531,380,110
60
RL
70
8,462
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,994
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
105
Gd
Gd
PConc
Gd
Gd
No
GLQ
814
Unf
0
114
928
GasA
Ex
Y
SBrkr
936
785
0
1,721
0
1
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,994
RFn
2
471
TA
TA
Y
300
87
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
201,000
1,812
531,384,070
60
RL
null
11,613
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,993
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
480
Unf
0
384
864
GasA
Ex
Y
SBrkr
920
900
0
1,820
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,993
RFn
2
492
TA
TA
Y
144
85
0
0
0
0
null
GdPrv
null
0
5
2,007
WD
Normal
191,750
1,813
531,385,070
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,000
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
108
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,349
1,349
GasA
Ex
Y
SBrkr
1,349
0
0
1,349
0
0
2
0
3
1
TA
6
Typ
0
null
Attchd
2,000
Unf
2
539
TA
TA
Y
120
55
0
0
0
0
null
GdPrv
null
0
12
2,007
WD
Normal
179,000
1,814
531,385,130
20
RL
null
16,196
Pave
null
IR3
Low
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,443
Unf
0
39
1,482
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
2
0
3
1
Gd
5
Typ
1
Fa
Attchd
1,998
RFn
2
514
TA
TA
Y
402
25
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
215,000
1,815
531,451,030
120
RL
50
8,012
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,992
1,992
Gable
CompShg
Plywood
ImStucc
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
430
Unf
0
1,145
1,575
GasA
Gd
Y
SBrkr
1,575
0
0
1,575
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,992
RFn
2
529
TA
TA
Y
0
0
52
0
0
0
null
null
null
0
7
2,007
WD
Normal
179,200
1,816
531,451,150
160
RL
50
8,012
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
2Story
6
5
1,980
1,980
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
630
630
GasA
Ex
Y
SBrkr
630
636
0
1,266
0
0
1
1
2
1
TA
5
Typ
2
TA
Attchd
1,980
RFn
1
283
TA
TA
Y
340
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
128,000
1,817
531,453,140
85
RL
null
9,180
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
SFoyer
5
7
1,983
1,983
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
747
LwQ
93
0
840
GasA
Gd
Y
SBrkr
884
0
0
884
1
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,983
RFn
2
504
TA
Gd
Y
240
0
0
0
0
0
null
MnPrv
null
0
12
2,007
WD
Normal
144,000
1,818
531,477,040
90
RH
60
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
Duplex
1Story
5
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
320
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
2,020
0
0
2,020
0
0
2
0
4
2
TA
10
Typ
2
TA
Detchd
1,977
Unf
2
630
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
144,000
1,819
532,353,120
20
RL
64
6,285
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
LwQ
138
Rec
351
405
894
GasA
TA
Y
SBrkr
894
0
0
894
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,979
Unf
1
308
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
120,750
1,820
532,354,010
20
RL
80
8,480
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,963
1,963
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
GLQ
630
Unf
0
340
970
GasA
TA
Y
SBrkr
970
0
0
970
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,996
Unf
2
624
TA
TA
Y
0
24
0
0
192
0
null
null
null
0
7
2,007
WD
Normal
132,500
1,821
532,354,060
20
RL
70
7,420
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,962
1,962
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
417
Unf
0
640
1,057
GasA
TA
Y
SBrkr
1,057
0
0
1,057
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,977
Fin
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
132,000
1,822
532,354,070
20
RL
null
7,758
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,962
2,001
Gable
CompShg
HdBoard
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
588
Unf
0
411
999
GasA
Gd
Y
SBrkr
999
0
0
999
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,963
Unf
1
264
TA
TA
Y
0
132
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
132,500
1,823
532,376,040
20
RL
85
6,970
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
5
1,961
1,961
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
932
Unf
0
108
1,040
GasA
TA
Y
SBrkr
1,120
0
0
1,120
1
0
1
1
3
1
Fa
5
Typ
0
null
Attchd
1,961
RFn
2
544
TA
TA
Y
168
0
0
0
0
0
null
null
Shed
400
5
2,007
WD
Normal
129,000
1,824
532,376,090
20
RL
40
13,673
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
5
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
1,140
1,140
GasA
TA
Y
SBrkr
1,696
0
0
1,696
0
0
1
1
3
1
TA
8
Min2
1
TA
Attchd
1,962
RFn
1
349
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
143,900
1,825
532,377,050
20
RL
84
7,476
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
812
Unf
0
228
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
1
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,991
Fin
2
686
TA
TA
Y
188
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
145,000
1,826
532,377,140
20
RL
null
9,945
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,961
1,961
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
57
TA
TA
CBlock
TA
TA
No
Rec
827
Unf
0
161
988
GasA
TA
Y
SBrkr
988
0
0
988
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,963
Unf
2
572
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
128,500
1,827
532,378,240
20
RL
null
6,173
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Gable
CompShg
HdBoard
Wd Sdng
BrkFace
75
TA
TA
CBlock
TA
TA
No
GLQ
599
Unf
0
277
876
GasA
TA
Y
SBrkr
902
0
0
902
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,967
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,007
WD
Normal
125,500
1,828
532,476,080
60
RL
null
19,522
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
2Story
7
5
1,990
1,990
Gable
CompShg
HdBoard
HdBoard
BrkFace
272
Gd
TA
PConc
Gd
TA
No
GLQ
727
Unf
0
496
1,223
GasA
Gd
Y
SBrkr
1,271
1,232
0
2,503
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,990
RFn
2
564
TA
TA
Y
0
99
0
0
182
0
null
null
null
0
2
2,007
WD
Normal
300,000
1,829
532,477,040
60
RL
null
17,542
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
2Story
7
7
1,974
2,003
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
TA
TA
Gd
LwQ
125
ALQ
1,031
36
1,192
GasA
TA
Y
SBrkr
1,516
651
0
2,167
1
0
2
1
3
1
Gd
9
Typ
2
Gd
Attchd
1,974
RFn
2
518
TA
TA
Y
220
47
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
294,000
1,830
532,479,050
20
RL
44
10,751
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
5
1,974
1,974
Gable
CompShg
Plywood
Plywood
BrkFace
44
TA
TA
CBlock
Fa
TA
Gd
ALQ
787
Unf
0
250
1,037
GasA
TA
Y
SBrkr
1,037
0
0
1,037
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,974
RFn
2
431
TA
TA
Y
136
47
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
129,000
1,831
532,479,120
85
RL
null
16,647
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRAe
Norm
1Fam
SFoyer
5
5
1,975
1,981
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
1,390
Unf
0
0
1,390
GasA
TA
Y
SBrkr
1,701
0
0
1,701
1
0
2
0
3
1
TA
6
Min2
2
TA
Basment
1,975
Fin
2
611
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
171,000
1,832
532,479,140
20
RL
43
12,712
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
6
7
1,973
2,006
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Mn
ALQ
968
Unf
0
76
1,044
GasA
TA
Y
SBrkr
1,055
0
0
1,055
1
0
1
0
2
1
Gd
5
Typ
1
TA
Attchd
1,973
RFn
2
542
TA
TA
Y
455
0
0
0
0
0
null
null
null
0
1
2,007
WD
Abnorml
147,000
1,833
533,120,030
60
RL
null
9,572
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,990
1,990
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
336
Gd
TA
PConc
Ex
TA
No
GLQ
482
Unf
0
971
1,453
GasA
Ex
Y
SBrkr
1,453
1,357
0
2,810
0
0
2
1
4
1
Gd
9
Typ
1
Ex
Attchd
1,990
RFn
2
750
Gd
Gd
Y
500
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
302,000
1,834
533,130,170
50
RL
85
10,678
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1.5Fin
8
5
1,992
2,000
Hip
CompShg
HdBoard
HdBoard
BrkFace
337
Gd
TA
PConc
Gd
TA
No
GLQ
700
Unf
0
983
1,683
GasA
Ex
Y
SBrkr
2,129
743
0
2,872
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,992
Fin
2
541
TA
TA
Y
0
33
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
285,000
1,835
533,205,110
120
FV
45
4,379
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
8
5
2,004
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
851
Unf
0
527
1,378
GasA
Ex
Y
SBrkr
1,378
0
0
1,378
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,004
Fin
2
540
TA
TA
Y
160
56
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
214,000
1,836
533,206,060
120
FV
80
3,523
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
30
Gd
TA
PConc
Gd
TA
No
GLQ
60
Unf
0
1,081
1,141
GasA
Ex
Y
SBrkr
1,151
0
0
1,151
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
Fin
2
484
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
2
2,007
New
Partial
166,000
1,837
533,206,070
120
FV
32
3,784
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
36
Gd
TA
PConc
Gd
TA
No
GLQ
60
Unf
0
1,451
1,511
GasA
Ex
Y
SBrkr
1,565
0
0
1,565
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
Fin
2
476
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
2
2,007
New
Partial
193,800
1,838
533,208,010
120
FV
47
4,230
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,352
1,352
GasA
Ex
Y
SBrkr
1,352
0
0
1,352
0
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
RFn
2
466
TA
TA
Y
0
241
0
0
0
0
null
null
null
0
4
2,007
New
Partial
208,900
1,839
533,208,020
120
FV
40
3,606
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
Gd
No
GLQ
937
Unf
0
415
1,352
GasA
Ex
Y
SBrkr
1,352
0
0
1,352
1
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
RFn
2
466
TA
TA
Y
0
241
0
0
0
0
null
null
null
0
8
2,007
New
Partial
194,000
1,840
533,208,030
120
FV
30
5,330
Pave
Pave
IR2
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,550
1,550
GasA
Ex
Y
SBrkr
1,550
0
0
1,550
0
0
2
1
2
1
Gd
5
Typ
0
null
Attchd
2,007
Fin
2
528
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
7
2,007
New
Partial
207,500
1,841
533,208,040
120
FV
35
4,274
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
GLQ
1,106
Unf
0
135
1,241
GasA
Ex
Y
SBrkr
1,241
0
0
1,241
1
0
1
1
1
1
Gd
4
Typ
0
null
Attchd
2,007
Fin
2
569
TA
TA
Y
0
116
0
0
0
0
null
null
null
0
11
2,007
New
Partial
199,900
1,842
533,208,070
160
FV
35
4,251
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
RFn
2
528
TA
TA
Y
0
54
0
0
0
0
null
null
null
0
6
2,007
New
Partial
164,700
1,843
533,213,130
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
BrkFace
342
TA
TA
PConc
Gd
TA
No
GLQ
565
Unf
0
179
744
GasA
Gd
Y
SBrkr
757
744
0
1,501
1
0
2
1
3
1
TA
6
Typ
1
TA
Detchd
1,999
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
176,500
1,844
533,213,140
160
FV
34
3,230
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
BrkFace
1,129
TA
TA
PConc
Gd
TA
No
GLQ
419
Unf
0
310
729
GasA
Gd
Y
SBrkr
729
729
0
1,458
0
0
2
1
2
1
TA
5
Typ
1
Fa
Detchd
1,999
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
176,000
1,845
533,221,030
160
FV
null
2,117
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,000
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
513
Gd
TA
PConc
Gd
TA
No
GLQ
420
Unf
0
336
756
GasA
Ex
Y
SBrkr
756
756
0
1,512
0
0
2
1
2
1
Gd
4
Typ
1
TA
Detchd
2,000
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
168,500
1,846
533,221,060
160
FV
24
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
417
Unf
0
339
756
GasA
Ex
Y
SBrkr
769
804
0
1,573
0
0
2
1
3
1
Gd
4
Typ
0
null
Detchd
2,000
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
177,000
1,847
533,221,100
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
456
Gd
TA
PConc
Gd
TA
No
GLQ
436
Unf
0
320
756
GasA
Ex
Y
SBrkr
769
756
0
1,525
0
0
2
1
3
1
Gd
5
Typ
1
TA
Detchd
2,000
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
177,000
1,848
533,223,050
160
FV
null
5,105
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,004
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
239
Unf
0
312
551
GasA
Ex
Y
SBrkr
551
551
0
1,102
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,004
Unf
2
480
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
148,800
1,849
533,236,040
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
Unf
0
Unf
0
776
776
GasA
Ex
Y
SBrkr
764
677
0
1,441
0
0
2
1
2
1
Gd
5
Typ
0
null
Detchd
1,999
Unf
2
492
TA
TA
Y
206
0
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
174,000
1,850
533,241,030
60
FV
66
7,399
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
1,997
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
1,600
Gd
TA
PConc
Gd
TA
No
BLQ
649
Unf
0
326
975
GasA
Ex
Y
SBrkr
975
975
0
1,950
0
0
2
1
3
1
Gd
7
Typ
1
TA
Detchd
1,997
RFn
2
576
TA
TA
Y
0
10
0
0
198
0
null
null
null
0
6
2,007
WD
Normal
239,000
1,851
533,242,080
20
FV
73
7,321
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
1,999
2,000
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,339
1,339
GasA
Ex
Y
SBrkr
1,358
0
0
1,358
0
0
2
0
3
1
Gd
5
Typ
0
null
Detchd
1,999
Unf
2
625
TA
TA
Y
176
174
0
0
0
0
null
null
null
0
12
2,007
COD
Normal
204,000
1,852
533,242,090
60
FV
null
8,010
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,003
2,004
Hip
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Ex
TA
No
GLQ
964
Unf
0
90
1,054
GasA
Ex
Y
SBrkr
1,072
976
0
2,048
1
0
2
1
3
1
Gd
8
Typ
2
Gd
Detchd
2,003
Unf
2
552
TA
TA
Y
0
48
0
0
180
0
null
null
null
0
8
2,007
WD
Normal
301,000
1,853
533,244,040
60
FV
106
8,413
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Ex
TA
Mn
GLQ
901
Unf
0
319
1,220
GasA
Ex
Y
SBrkr
1,220
1,142
0
2,362
1
0
2
1
3
1
Gd
8
Typ
2
TA
Attchd
1,998
RFn
2
1,105
Gd
TA
Y
147
0
36
0
144
0
null
null
null
0
6
2,007
WD
Normal
312,500
1,854
533,250,190
120
RL
50
9,466
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
Veenker
Norm
Norm
TwnhsE
1Story
8
5
1,994
1,995
Gable
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
Gd
LwQ
457
ALQ
1,037
0
1,494
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
1
1
1
1
Gd
5
Typ
1
Gd
Attchd
1,994
Fin
2
478
TA
TA
Y
0
30
0
0
217
0
null
null
null
0
5
2,007
WD
Normal
279,700
1,855
533,251,110
20
RL
80
12,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
7
6
1,980
1,980
Hip
CompShg
VinylSd
MetalSd
BrkFace
600
Gd
TA
CBlock
Gd
TA
No
GLQ
1,732
Unf
0
270
2,002
GasA
Ex
Y
SBrkr
2,362
0
0
2,362
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,980
RFn
2
546
Gd
TA
Y
180
16
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
255,000
1,856
533,251,130
80
RL
null
16,157
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Veenker
Feedr
Norm
1Fam
SLvl
5
7
1,978
1,978
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
Gd
TA
Gd
ALQ
680
Rec
391
289
1,360
GasA
Ex
Y
SBrkr
1,432
0
0
1,432
1
0
1
1
2
1
Gd
5
Typ
1
TA
Attchd
1,978
Unf
2
588
TA
TA
Y
168
180
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
194,000
1,857
533,252,130
20
RL
90
10,768
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Veenker
Norm
Norm
1Fam
1Story
5
8
1,976
2,004
Gable
CompShg
Plywood
Plywood
null
0
Gd
Gd
CBlock
Gd
TA
Gd
ALQ
1,157
Unf
0
280
1,437
GasA
TA
Y
SBrkr
1,437
0
0
1,437
1
0
2
0
3
1
Gd
6
Typ
1
Fa
Attchd
1,976
RFn
2
528
TA
TA
Y
0
21
0
0
180
0
null
null
null
0
7
2,007
WD
Normal
218,000
1,858
533,253,180
120
RL
40
3,840
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Greens
Norm
Norm
TwnhsE
1Story
8
6
1,978
1,998
Gable
CompShg
Wd Sdng
Plywood
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
881
LwQ
176
0
1,057
GasA
TA
Y
SBrkr
1,295
0
0
1,295
1
0
1
0
1
1
Gd
4
Typ
2
TA
Attchd
1,978
Fin
2
571
TA
TA
Y
133
89
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
213,750
1,859
533,254,100
80
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Veenker
Feedr
Norm
1Fam
SLvl
6
7
1,976
1,994
Hip
CompShg
Plywood
Plywood
BrkFace
360
Gd
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
528
528
GasA
Ex
Y
SBrkr
1,094
761
0
1,855
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,976
RFn
2
512
TA
TA
Y
113
100
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
187,000
1,860
533,254,130
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Veenker
Feedr
Norm
1Fam
1Story
6
8
1,976
1,976
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
978
Unf
0
284
1,262
GasA
Ex
Y
SBrkr
1,262
0
0
1,262
0
1
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,976
RFn
2
460
TA
TA
Y
298
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
181,500
1,861
533,350,020
20
RL
94
17,778
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
8
5
1,981
1,981
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
TA
CBlock
Gd
TA
Gd
ALQ
1,632
Rec
829
0
2,461
GasA
Gd
Y
SBrkr
2,497
0
0
2,497
1
0
2
0
2
1
Gd
7
Typ
2
Gd
Attchd
1,981
RFn
2
676
TA
TA
Y
266
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
373,000
1,862
533,352,075
90
RL
null
18,890
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
RRAe
Duplex
1.5Fin
5
5
1,977
1,977
Shed
CompShg
Plywood
Plywood
null
1
TA
TA
CBlock
Gd
TA
No
GLQ
498
Rec
211
652
1,361
GasA
Ex
Y
SBrkr
1,361
1,259
0
2,620
0
0
2
2
4
2
TA
12
Typ
1
TA
BuiltIn
1,977
RFn
2
600
TA
TA
N
155
24
145
0
0
0
null
null
Gar2
8,300
8
2,007
WD
Normal
190,000
1,863
534,104,090
60
FV
null
7,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
738
Unf
0
319
1,057
GasA
Ex
Y
SBrkr
1,057
872
0
1,929
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,001
Fin
2
650
TA
TA
Y
0
235
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
226,000
1,864
534,125,120
20
RL
78
11,700
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
1Story
6
6
1,968
1,968
Gable
CompShg
MetalSd
MetalSd
BrkFace
41
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
912
912
GasA
Ex
Y
SBrkr
1,152
0
0
1,152
1
0
1
1
3
1
TA
7
Typ
0
null
Attchd
1,968
RFn
2
412
TA
TA
Y
0
126
0
0
0
0
null
null
null
0
9
2,007
CWD
Normal
143,450
1,865
534,127,080
60
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
2Story
6
6
1,970
1,970
Gable
CompShg
VinylSd
VinylSd
BrkFace
525
TA
TA
CBlock
TA
TA
No
Rec
915
Unf
0
93
1,008
GasA
TA
Y
SBrkr
1,403
1,008
0
2,411
1
0
2
1
4
1
TA
8
Typ
1
Po
Attchd
1,970
RFn
2
570
TA
TA
Y
0
192
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
240,050
1,866
534,127,140
85
RL
null
8,723
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
PosN
Norm
1Fam
SFoyer
6
6
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Av
BLQ
973
Unf
0
0
973
GasA
Ex
Y
SBrkr
1,082
0
0
1,082
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,969
Unf
2
480
TA
TA
Y
160
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
162,500
1,867
534,127,260
20
RL
130
11,700
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
BrkFace
196
TA
TA
PConc
Gd
TA
No
ALQ
910
Unf
0
385
1,295
GasA
Fa
Y
SBrkr
1,295
0
0
1,295
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,968
Fin
2
528
TA
TA
Y
0
194
0
0
200
0
null
null
null
0
4
2,007
WD
Normal
164,000
1,868
534,128,090
20
RL
108
11,358
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
7
1,972
1,987
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
346
Unf
0
778
1,124
GasA
TA
Y
SBrkr
1,610
0
0
1,610
0
0
2
0
3
1
Gd
8
Typ
1
TA
Attchd
1,972
RFn
2
515
TA
TA
Y
202
0
0
0
256
0
null
null
null
0
5
2,007
WD
Normal
185,000
1,869
534,151,090
20
RL
80
9,547
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,993
1,993
Gable
CompShg
VinylSd
VinylSd
BrkFace
112
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,594
1,594
GasA
Ex
Y
SBrkr
1,594
0
0
1,594
0
0
2
0
2
1
Gd
6
Typ
1
TA
Attchd
1,993
RFn
2
472
TA
TA
Y
190
80
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
188,500
1,870
534,151,180
60
RL
78
10,530
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
6
1,993
1,993
Gable
CompShg
MetalSd
MetalSd
BrkFace
194
Gd
TA
PConc
Gd
TA
No
GLQ
819
Unf
0
329
1,148
GasA
Ex
Y
SBrkr
1,091
984
0
2,075
1
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
1,993
Unf
2
473
TA
TA
Y
235
86
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
255,000
1,871
534,175,010
90
RL
null
11,500
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Feedr
RRAn
Duplex
1Story
5
6
1,976
1,976
Gable
CompShg
VinylSd
VinylSd
BrkFace
164
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,680
1,680
GasA
Fa
Y
SBrkr
1,680
0
0
1,680
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,976
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
136,905
1,872
534,176,140
20
RL
88
10,738
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,966
1,966
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
792
Unf
0
301
1,093
GasA
Gd
Y
SBrkr
1,093
0
0
1,093
1
0
2
0
3
1
TA
6
Typ
1
Fa
Attchd
1,966
RFn
2
484
TA
TA
Y
224
0
0
0
0
0
null
MnPrv
Shed
400
11
2,007
WD
Normal
158,500
1,873
534,177,210
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,973
1,973
Hip
CompShg
HdBoard
HdBoard
BrkFace
320
TA
TA
CBlock
TA
TA
No
ALQ
916
Unf
0
326
1,242
GasA
Fa
Y
SBrkr
1,242
0
0
1,242
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,973
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
175,500
1,874
534,178,010
20
RL
80
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
BrkFace
203
TA
TA
CBlock
TA
TA
No
BLQ
617
Rec
264
171
1,052
GasA
TA
Y
SBrkr
1,052
0
0
1,052
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,963
Fin
1
311
TA
TA
Y
0
133
0
0
0
0
null
null
null
0
2
2,007
COD
Normal
127,000
1,875
534,201,040
20
RL
70
8,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,967
1,993
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
474
BLQ
38
437
949
GasA
TA
Y
SBrkr
1,107
0
0
1,107
1
0
1
0
3
1
Gd
5
Typ
0
null
Attchd
1,967
RFn
1
308
TA
TA
Y
88
64
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
127,000
1,876
534,202,030
20
RL
null
10,355
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,967
1,967
Gable
CompShg
MetalSd
MetalSd
BrkFace
196
TA
TA
CBlock
TA
TA
No
BLQ
695
Unf
0
519
1,214
GasA
TA
Y
SBrkr
1,214
0
0
1,214
0
0
2
0
3
1
TA
5
Typ
1
Fa
Attchd
1,967
RFn
1
318
TA
TA
Y
0
111
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
143,000
1,877
534,204,120
20
RL
79
10,289
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,965
1,965
Hip
CompShg
MetalSd
MetalSd
BrkFace
168
TA
TA
CBlock
TA
TA
No
ALQ
836
Unf
0
237
1,073
GasA
TA
Y
SBrkr
1,073
0
0
1,073
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,965
RFn
2
515
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
156,000
1,878
534,252,040
20
RL
null
9,503
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,958
1,983
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
457
Rec
374
193
1,024
GasA
TA
Y
SBrkr
1,344
0
0
1,344
1
0
1
0
2
1
TA
6
Min1
1
TA
Detchd
1,970
Unf
1
484
TA
TA
Y
316
28
0
0
0
0
null
GdWo
null
0
6
2,007
WD
Normal
144,000
1,879
534,252,060
90
RL
null
10,624
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
4
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
BrkFace
84
TA
TA
CBlock
TA
TA
No
GLQ
40
Rec
264
1,424
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
0
1
2
0
6
2
TA
10
Typ
0
null
Detchd
2,002
Unf
1
352
TA
TA
Y
155
0
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
119,000
1,880
534,252,070
90
RL
null
10,899
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
4
5
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
N
SBrkr
1,224
0
0
1,224
0
0
2
0
2
2
TA
8
Typ
0
null
CarPort
1,964
Unf
3
530
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
103,000
1,881
534,252,110
20
RL
null
12,342
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,960
1,978
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
978
978
GasA
TA
Y
SBrkr
1,422
0
0
1,422
0
0
1
0
3
1
TA
6
Min1
1
TA
Attchd
1,960
RFn
1
286
TA
TA
Y
0
0
36
0
0
0
null
GdWo
Shed
600
8
2,007
WD
Normal
139,900
1,882
534,275,170
20
RL
null
12,772
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,960
1,998
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
BLQ
498
Unf
0
460
958
GasA
TA
Y
SBrkr
958
0
0
958
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,960
RFn
1
301
TA
TA
Y
0
0
0
0
0
0
null
null
Gar2
15,500
4
2,007
WD
Normal
151,500
1,883
534,275,220
20
RL
80
8,892
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,960
1,960
Gable
CompShg
MetalSd
MetalSd
BrkCmn
66
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,065
1,065
GasA
Gd
Y
SBrkr
1,065
0
0
1,065
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,974
Unf
2
461
TA
TA
Y
74
0
0
0
0
0
null
null
null
0
7
2,007
COD
Normal
126,500
1,884
534,276,070
80
RL
65
10,482
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
8
1,958
1,958
Hip
CompShg
VinylSd
VinylSd
BrkFace
63
TA
Gd
CBlock
TA
TA
Av
GLQ
507
Unf
0
81
588
GasA
Ex
Y
SBrkr
1,138
0
0
1,138
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,958
RFn
1
264
TA
TA
Y
224
0
0
0
0
0
null
MnWw
null
0
6
2,007
WD
Normal
145,000
1,885
534,276,160
20
RL
70
7,535
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,958
1,985
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
111
LwQ
279
522
912
GasA
Fa
Y
SBrkr
912
0
0
912
0
1
1
0
2
1
TA
5
Typ
0
null
Attchd
1,958
Fin
1
297
TA
TA
Y
12
285
0
0
0
0
null
MnWw
Shed
480
6
2,007
WD
Normal
120,000
1,886
534,276,180
20
RL
74
7,450
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
438
LwQ
206
250
894
GasA
Gd
Y
SBrkr
1,074
0
0
1,074
0
0
1
0
2
1
Gd
6
Min1
1
Gd
Detchd
1,966
Unf
2
396
TA
TA
Y
0
72
0
0
0
0
null
GdWo
null
0
1
2,007
WD
Normal
124,000
1,887
534,276,290
20
RL
null
8,339
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
1,959
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
882
0
0
882
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,959
RFn
1
294
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
Shed
1,200
7
2,007
WD
Normal
106,500
1,888
534,278,150
20
RL
null
14,357
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,961
1,961
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
311
LwQ
167
386
864
GasA
TA
Y
SBrkr
1,187
0
0
1,187
1
0
1
0
2
1
TA
6
Typ
1
TA
Attchd
1,961
RFn
2
440
TA
TA
Y
128
0
0
0
0
0
null
null
null
0
8
2,007
CWD
Normal
140,500
1,889
534,278,170
20
RL
76
8,243
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,961
1,961
Gable
CompShg
VinylSd
VinylSd
BrkFace
56
TA
Gd
CBlock
TA
TA
No
ALQ
700
Unf
0
264
964
GasA
Ex
Y
SBrkr
964
0
0
964
0
0
1
0
3
1
TA
5
Typ
1
Fa
Detchd
1,985
Fin
2
784
TA
TA
Y
170
0
0
0
0
0
null
GdPrv
null
0
2
2,007
WD
Normal
137,500
1,890
534,278,190
20
RL
70
8,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,960
1,960
Hip
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
894
894
GasA
TA
Y
SBrkr
894
0
0
894
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,965
Unf
1
312
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
117,600
1,891
534,401,120
20
RL
80
8,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
6
1,966
1,966
Hip
CompShg
HdBoard
Plywood
BrkFace
202
TA
TA
CBlock
TA
TA
No
BLQ
654
Unf
0
520
1,174
GasA
Ex
Y
SBrkr
1,200
0
0
1,200
0
1
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,966
RFn
2
440
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
10
2,007
CWD
Normal
163,500
1,892
534,401,200
80
RL
80
9,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
BrkFace
98
TA
TA
CBlock
TA
TA
Gd
GLQ
494
Unf
0
548
1,042
GasA
TA
Y
SBrkr
1,042
0
0
1,042
0
0
2
0
3
1
TA
5
Typ
0
null
Attchd
1,965
RFn
2
440
TA
TA
Y
192
0
0
0
0
0
null
GdPrv
null
0
5
2,007
WD
Normal
161,000
1,893
534,403,040
80
RL
85
9,350
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
7
1,964
1,991
Hip
CompShg
HdBoard
HdBoard
BrkFace
108
TA
TA
CBlock
Gd
TA
Gd
LwQ
270
ALQ
580
452
1,302
GasA
Ex
Y
SBrkr
1,302
0
0
1,302
0
1
2
0
3
1
Gd
7
Min1
0
null
Attchd
1,964
RFn
1
309
TA
TA
Y
333
0
0
0
0
0
null
MnPrv
null
0
10
2,007
CWD
Normal
158,000
1,894
534,403,290
60
RL
80
8,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
7
1,964
1,997
Gable
CompShg
MetalSd
MetalSd
BrkFace
306
TA
Gd
CBlock
TA
TA
No
ALQ
414
Unf
0
431
845
GasA
Ex
Y
SBrkr
845
1,309
0
2,154
0
0
2
1
5
1
TA
8
Typ
1
Gd
Attchd
1,964
RFn
2
539
TA
TA
Y
0
0
0
0
161
0
null
MnPrv
null
0
7
2,007
WD
Normal
224,500
1,895
534,403,420
20
RL
null
11,382
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,964
1,964
Gable
CompShg
Wd Sdng
Plywood
BrkFace
212
TA
TA
CBlock
TA
TA
No
ALQ
54
Rec
543
533
1,130
GasA
TA
Y
SBrkr
1,374
0
0
1,374
0
1
1
0
3
1
TA
7
Typ
1
TA
Attchd
1,964
RFn
1
286
TA
TA
Y
0
28
84
0
0
0
null
MnPrv
null
0
8
2,007
WD
Normal
147,000
1,896
534,425,015
20
RL
null
22,002
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,959
1,991
Gable
CompShg
MetalSd
MetalSd
BrkFace
136
TA
Gd
CBlock
TA
TA
Mn
ALQ
1,386
Unf
0
206
1,592
GasA
Gd
Y
SBrkr
1,652
0
0
1,652
1
0
1
1
3
1
Gd
6
Typ
1
Gd
Attchd
1,959
RFn
2
510
TA
TA
Y
0
0
0
0
201
0
null
null
null
0
7
2,007
WD
Normal
200,000
1,897
534,425,080
20
RL
null
14,585
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,960
1,987
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
85
TA
TA
CBlock
TA
TA
No
BLQ
594
Rec
219
331
1,144
GasA
Ex
Y
SBrkr
1,429
0
0
1,429
0
1
1
0
3
1
Gd
7
Typ
2
Gd
Attchd
1,960
Unf
2
572
TA
TA
Y
216
110
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
181,900
1,898
534,427,140
20
RL
75
7,388
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,959
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
405
Unf
0
658
1,063
GasA
Gd
Y
SBrkr
1,327
0
0
1,327
1
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,974
Unf
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
150,750
1,899
534,429,030
90
RL
70
9,842
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
Duplex
1Story
4
5
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,224
0
0
1,224
0
0
2
0
2
2
TA
6
Typ
0
null
CarPort
1,962
Unf
2
462
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
101,800
1,900
534,430,090
20
RL
57
8,280
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,950
1,950
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
932
932
GasA
Ex
Y
FuseA
932
0
0
932
0
0
1
0
2
1
Gd
4
Typ
1
Gd
Attchd
1,950
Unf
1
306
TA
TA
Y
0
0
214
0
0
0
null
GdPrv
null
0
11
2,007
WD
Normal
124,000