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
1,901
534,431,020
45
RL
85
12,172
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Unf
5
7
1,940
1,996
Gable
CompShg
Wd Sdng
HdBoard
null
0
TA
TA
PConc
TA
TA
No
LwQ
130
Rec
259
433
822
GasA
TA
Y
SBrkr
908
0
0
908
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,975
Unf
2
512
TA
TA
Y
284
24
0
0
192
0
null
MnPrv
null
0
10
2,007
WD
Normal
138,500
1,902
534,450,090
20
RL
50
5,000
Pave
null
Reg
Low
AllPub
Inside
Mod
BrkSide
Norm
Norm
1Fam
1Story
1
3
1,946
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
Fa
Fa
Slab
null
null
null
null
0
null
0
0
0
GasA
Fa
N
FuseF
334
0
0
334
0
0
1
0
1
1
Fa
2
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
39,300
1,903
534,450,110
20
RL
50
5,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
3
3
1,946
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
Fa
Fa
CBlock
Fa
Fa
No
LwQ
299
Unf
0
367
666
GasA
Fa
N
SBrkr
666
0
0
666
0
1
1
0
2
1
Gd
4
Typ
0
null
null
null
null
0
0
null
null
N
0
52
0
0
0
0
null
MnPrv
null
0
4
2,007
WD
Normal
64,500
1,904
534,451,020
50
RL
51
3,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Feedr
Norm
1Fam
1.5Fin
3
5
1,945
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
144
Unf
0
226
370
GasA
TA
N
FuseA
442
228
0
670
1
0
1
0
2
1
Fa
4
Typ
0
null
null
null
null
0
0
null
null
N
0
21
0
0
0
0
null
MnPrv
Shed
2,000
7
2,007
WD
Normal
64,000
1,905
534,453,080
20
RL
50
5,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Feedr
1Fam
1Story
5
8
1,958
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
150
ALQ
404
254
808
GasA
Ex
Y
SBrkr
808
0
0
808
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,963
Unf
1
308
TA
TA
N
143
0
0
0
0
0
null
null
null
0
7
2,007
COD
Normal
112,000
1,906
534,475,170
60
RL
100
9,500
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
2Story
6
6
1,964
1,978
Gable
CompShg
VinylSd
VinylSd
BrkCmn
272
TA
TA
CBlock
TA
TA
No
Rec
442
Unf
0
374
816
GasA
TA
Y
SBrkr
1,127
850
0
1,977
0
1
1
1
4
1
TA
9
Typ
1
TA
Attchd
1,964
RFn
2
540
TA
TA
Y
0
52
0
0
0
0
null
GdPrv
null
0
6
2,007
WD
Normal
165,000
1,907
534,476,080
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,955
1,955
Hip
CompShg
HdBoard
HdBoard
BrkFace
176
TA
Gd
CBlock
TA
TA
No
BLQ
368
Unf
0
710
1,078
GasA
Ex
Y
SBrkr
1,150
0
0
1,150
1
0
1
0
2
1
TA
6
Typ
0
null
Attchd
1,955
Fin
1
288
TA
TA
Y
0
0
0
0
175
0
null
MnPrv
null
0
10
2,007
WD
Normal
144,000
1,908
534,478,140
90
RL
95
11,345
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
Duplex
2Story
5
5
1,948
1,950
Gable
Roll
AsbShng
AsbShng
Stone
567
TA
TA
CBlock
TA
TA
No
Rec
220
Unf
0
708
928
GasA
Gd
Y
FuseA
928
992
0
1,920
0
0
2
0
4
2
TA
10
Typ
0
null
Detchd
1,948
Unf
2
400
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
137,000
1,909
534,479,120
50
RL
79
9,492
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
5
5
1,941
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
Rec
368
BLQ
41
359
768
GasA
TA
Y
SBrkr
968
408
0
1,376
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,941
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
105,000
1,910
534,479,140
70
RL
79
9,480
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
2Story
5
7
1,942
1,995
Gable
CompShg
MetalSd
MetalSd
Stone
224
TA
TA
CBlock
TA
TA
No
LwQ
386
Unf
0
342
728
GasA
Ex
Y
SBrkr
888
756
0
1,644
0
0
1
1
3
1
Gd
7
Typ
2
Gd
Attchd
1,942
Unf
1
312
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
146,500
1,911
535,101,150
90
RL
63
8,668
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,968
1,968
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,560
1,560
GasA
TA
Y
SBrkr
1,560
0
0
1,560
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,968
Unf
3
792
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
126,000
1,912
535,102,010
85
RL
null
10,050
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
5
6
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
BrkFace
87
TA
TA
CBlock
TA
TA
Av
GLQ
602
Unf
0
191
793
GasA
Ex
Y
SBrkr
1,280
0
0
1,280
0
1
2
0
3
1
TA
6
Typ
1
TA
Basment
1,966
Fin
2
432
TA
TA
Y
140
40
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
175,000
1,913
535,105,110
80
RL
100
9,600
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,961
1,961
Hip
CompShg
WdShing
Wd Shng
BrkFace
291
TA
TA
CBlock
TA
TA
Av
ALQ
600
Unf
0
618
1,218
GasA
TA
Y
SBrkr
1,254
0
0
1,254
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,961
RFn
2
525
TA
TA
Y
0
0
0
0
168
0
null
null
null
0
5
2,007
WD
Normal
158,500
1,914
535,106,140
20
RL
70
10,150
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
5
5
1,958
1,958
Gable
CompShg
Wd Sdng
Wd Sdng
null
1
TA
TA
CBlock
TA
TA
No
Rec
456
Unf
0
456
912
GasA
Ex
Y
FuseA
912
0
0
912
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,958
RFn
1
275
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
COD
Normal
114,500
1,915
535,106,180
50
RL
78
11,344
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1.5Fin
5
5
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
BrkFace
180
TA
TA
CBlock
TA
TA
No
BLQ
460
Unf
0
414
874
GasW
TA
Y
FuseA
874
650
0
1,524
0
0
1
1
3
1
TA
7
Typ
0
null
Attchd
1,958
Unf
1
315
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
7
2,007
WD
Normal
144,000
1,916
535,126,180
60
RL
null
18,450
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
5
1,965
1,979
Flat
Tar&Grv
Plywood
Plywood
BrkCmn
113
TA
Gd
CBlock
Gd
TA
No
LwQ
187
Rec
723
111
1,021
GasA
TA
Y
SBrkr
1,465
915
0
2,380
0
0
2
1
3
1
TA
7
Sev
1
Po
CarPort
1,965
Unf
2
596
TA
TA
Y
0
265
0
0
0
0
null
null
null
0
8
2,007
WD
Abnorml
129,000
1,917
535,151,020
20
RL
73
8,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,957
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
873
Unf
0
63
936
GasA
TA
Y
SBrkr
936
0
0
936
1
0
1
0
2
1
Gd
4
Typ
0
null
Attchd
1,957
RFn
1
315
TA
TA
Y
0
0
0
219
0
0
null
null
null
0
9
2,007
WD
Normal
141,000
1,918
535,151,100
20
RL
65
6,860
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,956
1,956
Gable
CompShg
Wd Sdng
Wd Sdng
BrkCmn
54
TA
TA
CBlock
TA
TA
No
GLQ
908
Unf
0
100
1,008
GasA
Ex
Y
SBrkr
1,008
0
0
1,008
1
0
1
0
3
1
Fa
6
Typ
0
null
Detchd
1,964
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
131,000
1,919
535,151,110
20
RL
60
8,250
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,963
1,963
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
288
Unf
0
765
1,053
GasA
Gd
Y
SBrkr
1,053
0
0
1,053
1
0
1
0
3
1
Gd
6
Typ
0
null
2Types
1,994
RFn
2
692
TA
TA
Y
240
0
0
0
109
0
null
null
null
0
7
2,007
WD
Normal
142,100
1,920
535,152,060
20
RL
70
8,176
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,958
1,992
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
846
Unf
0
210
1,056
GasA
Fa
Y
SBrkr
1,056
0
0
1,056
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,958
RFn
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
139,000
1,921
535,154,080
20
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
BrkFace
243
TA
TA
CBlock
TA
TA
No
Rec
608
Unf
0
834
1,442
GasA
Gd
Y
SBrkr
1,442
0
0
1,442
0
0
1
1
4
1
TA
7
Typ
0
null
Attchd
1,958
RFn
1
301
TA
TA
Y
0
0
275
0
0
0
null
null
Shed
500
4
2,007
COD
Normal
157,900
1,922
535,155,110
20
RL
80
9,250
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,954
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
480
LwQ
468
108
1,056
GasA
TA
Y
SBrkr
1,056
0
0
1,056
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,954
Unf
1
260
TA
TA
Y
390
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
139,400
1,923
535,176,070
20
RL
90
11,988
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
6
1,957
1,957
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
777
Unf
0
467
1,244
GasA
Ex
Y
FuseA
1,244
0
0
1,244
0
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,957
Unf
1
336
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
150,000
1,924
535,177,020
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,960
1,960
Hip
CompShg
HdBoard
HdBoard
BrkCmn
69
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,144
1,144
GasA
TA
Y
SBrkr
1,144
0
0
1,144
0
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,960
RFn
1
336
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
120,000
1,925
535,177,110
20
RL
80
9,736
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
6
1,957
1,969
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
289
TA
TA
CBlock
TA
TA
No
BLQ
668
Rec
138
525
1,331
GasA
Gd
Y
SBrkr
1,721
0
0
1,721
0
0
1
0
4
1
TA
8
Typ
3
TA
Attchd
1,957
Unf
2
464
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
174,850
1,926
535,179,120
20
RL
72
9,770
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
512
Unf
0
410
922
GasA
TA
Y
FuseA
922
0
0
922
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,957
Unf
1
308
TA
TA
Y
0
34
0
0
0
0
null
GdWo
null
0
4
2,007
WD
Normal
116,000
1,927
535,180,030
20
RL
72
10,152
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Hip
CompShg
MetalSd
MetalSd
BrkFace
120
TA
TA
CBlock
TA
TA
No
BLQ
586
Unf
0
462
1,048
GasA
TA
Y
SBrkr
1,048
0
0
1,048
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,956
Unf
1
286
TA
TA
Y
0
20
0
0
192
0
null
null
null
0
6
2,007
WD
Normal
135,000
1,928
535,181,030
20
RL
null
12,155
Pave
null
IR3
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
1Story
6
3
1,970
1,970
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
LwQ
1,237
Unf
0
420
1,657
GasA
Gd
Y
SBrkr
1,657
0
0
1,657
0
1
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,970
Unf
2
484
TA
TA
Y
0
0
0
0
147
0
null
null
null
0
3
2,007
WD
Normal
163,500
1,929
535,181,140
20
RL
70
12,198
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,955
1,975
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
Av
Rec
780
Unf
0
424
1,204
GasA
TA
Y
SBrkr
1,411
0
0
1,411
0
0
1
0
3
1
TA
7
Typ
1
TA
Attchd
1,955
RFn
1
310
TA
TA
Y
278
82
0
0
0
0
null
null
null
0
6
2,007
COD
Normal
130,000
1,930
535,300,040
20
RL
75
10,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,955
1,955
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
288
Unf
0
928
1,216
GasA
TA
Y
SBrkr
1,216
0
0
1,216
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,955
RFn
1
336
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
129,500
1,931
535,301,060
20
RL
60
11,556
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
9
1,953
2,006
Gable
CompShg
VinylSd
MetalSd
null
0
TA
Ex
CBlock
TA
TA
No
BLQ
408
Unf
0
456
864
GasA
Gd
Y
SBrkr
1,154
0
0
1,154
0
0
1
1
3
1
Ex
6
Typ
0
null
Detchd
1,962
Unf
1
336
TA
TA
Y
63
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
142,000
1,932
535,301,160
90
RL
70
8,078
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,958
1,958
Hip
CompShg
Wd Sdng
Wd Sdng
Stone
260
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,560
1,560
GasA
TA
Y
SBrkr
1,560
0
0
1,560
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,958
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
128,600
1,933
535,302,070
20
RL
60
10,950
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,952
1,952
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
441
Unf
0
507
948
GasA
TA
Y
SBrkr
948
0
0
948
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,952
Unf
2
410
TA
TA
N
0
48
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
125,000
1,934
535,304,170
20
RL
68
7,942
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
85
ALQ
955
0
1,040
GasA
TA
Y
FuseF
1,040
0
0
1,040
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,953
Fin
1
293
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
136,000
1,935
535,305,180
20
RL
66
8,923
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,953
2,006
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
643
Unf
0
365
1,008
GasA
Gd
Y
SBrkr
1,008
0
0
1,008
1
0
1
0
2
1
Gd
6
Typ
0
null
Attchd
1,953
Unf
1
240
TA
TA
Y
0
18
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
134,500
1,936
535,325,090
20
RL
71
8,540
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
8
1,956
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
114
ALQ
691
120
925
GasA
TA
Y
SBrkr
925
0
0
925
1
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,956
Unf
1
252
TA
TA
Y
152
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
127,000
1,937
535,325,280
80
RL
60
7,134
Pave
null
Reg
Bnk
AllPub
Inside
Mod
NAmes
Norm
Norm
1Fam
SLvl
5
5
1,955
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
384
Unf
0
0
384
GasA
TA
Y
SBrkr
1,360
0
0
1,360
0
0
1
0
3
1
TA
6
Min1
1
TA
Detchd
1,962
Unf
2
572
TA
TA
Y
0
50
0
0
0
0
null
MnPrv
null
0
2
2,007
WD
Normal
130,000
1,938
535,325,320
50
RL
55
7,150
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
4
4
1,955
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Rec
150
Unf
0
1,040
1,190
GasA
Gd
Y
SBrkr
1,040
500
0
1,540
1
0
1
0
4
1
Fa
7
Typ
0
null
Detchd
2,002
Unf
1
352
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
115,000
1,939
535,327,160
20
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,955
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
BLQ
793
Unf
0
130
923
GasA
TA
Y
SBrkr
925
0
0
925
1
0
1
0
3
1
TA
5
Typ
2
TA
Attchd
1,955
Unf
1
390
TA
TA
Y
81
0
0
0
0
0
null
GdWo
null
0
3
2,007
WD
Normal
116,900
1,940
535,327,200
20
RL
70
13,300
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,956
2,000
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Gd
TA
No
Rec
377
Unf
0
551
928
GasA
TA
Y
SBrkr
928
0
0
928
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,956
Unf
1
252
TA
TA
Y
261
0
156
0
0
0
null
null
null
0
6
2,007
WD
Normal
132,000
1,941
535,353,050
20
RL
75
9,532
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,953
1,953
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
595
Rec
354
156
1,105
GasA
Gd
Y
SBrkr
1,647
0
0
1,647
1
0
1
0
3
1
TA
6
Min1
1
Fa
Attchd
1,953
Fin
1
280
TA
TA
Y
225
0
0
0
0
368
TA
GdPrv
null
0
2
2,007
WD
Normal
153,000
1,942
535,353,130
20
RL
null
15,783
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
5
1,952
1,952
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
292
Unf
0
632
924
GasA
TA
Y
SBrkr
924
0
0
924
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,952
Unf
1
420
TA
TA
Y
0
324
0
0
0
0
null
MnPrv
Shed
400
6
2,007
WD
Normal
112,500
1,943
535,353,160
50
RL
60
14,190
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
4
7
1,890
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
CBlock
Fa
TA
No
Unf
0
Unf
0
925
925
GasA
Gd
Y
SBrkr
1,000
544
0
1,544
0
0
2
0
3
1
TA
7
Typ
0
null
null
null
null
0
0
null
null
N
231
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
138,000
1,944
535,354,050
45
RL
60
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Unf
5
7
1,949
2,003
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
220
Unf
0
625
845
GasA
TA
Y
SBrkr
893
0
0
893
0
1
1
0
2
1
Gd
4
Typ
0
null
Detchd
1,985
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
135,000
1,945
535,354,260
50
RL
null
12,099
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
6
1,953
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
Fa
No
LwQ
198
Unf
0
1,018
1,216
GasA
Ex
Y
SBrkr
1,216
0
512
1,728
1
0
1
0
3
1
TA
7
Typ
1
Gd
Attchd
1,953
Unf
1
371
TA
TA
Y
200
0
0
0
0
0
null
GdWo
null
0
6
2,007
WD
Normal
156,000
1,946
535,355,020
70
RL
113
21,281
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
5
4
1,935
2,007
Gable
CompShg
Wd Sdng
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
666
666
GasA
Gd
Y
SBrkr
1,308
1,778
0
3,086
0
0
3
1
4
1
Gd
9
Min1
0
null
BuiltIn
2,007
Unf
3
1,200
TA
TA
Y
0
208
290
0
156
0
null
null
null
0
11
2,007
WD
Family
301,600
1,947
535,375,130
50
RL
60
10,134
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
6
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
735
735
GasA
Gd
Y
FuseA
735
299
0
1,034
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,940
Unf
1
240
TA
TA
Y
0
39
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
109,000
1,948
535,376,010
45
RL
55
5,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Unf
4
6
1,956
1,956
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
882
882
GasA
Ex
Y
SBrkr
882
0
0
882
0
0
1
0
1
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
MnPrv
null
0
4
2,007
WD
Normal
103,200
1,949
535,378,080
50
RL
60
10,284
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
7
1,925
1,993
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
1,030
LwQ
66
55
1,151
GasA
Ex
Y
SBrkr
845
436
0
1,281
1
0
2
0
1
1
TA
6
Mod
0
null
Detchd
1,978
Unf
2
580
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Abnorml
128,500
1,950
535,379,060
30
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
6
1,927
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
656
656
GasA
TA
Y
SBrkr
968
0
0
968
0
0
2
0
4
1
TA
5
Typ
0
null
Detchd
1,928
Unf
1
216
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
64,500
1,951
535,379,110
70
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
9
1,895
1,999
Gable
CompShg
Wd Sdng
HdBoard
null
0
TA
Gd
CBlock
Gd
TA
Av
Unf
0
Unf
0
736
736
GasA
Ex
Y
SBrkr
751
783
0
1,534
0
0
1
1
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
N
0
112
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
148,000
1,952
535,382,150
30
RL
60
5,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
691
691
GasA
Ex
Y
FuseA
691
0
0
691
0
0
1
0
2
1
Ex
4
Typ
0
null
Detchd
1,920
Unf
1
216
Fa
TA
N
0
20
94
0
0
0
null
null
null
0
1
2,007
WD
Abnorml
86,000
1,953
535,402,140
80
RL
93
10,090
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
7
5
1,963
1,999
Gable
CompShg
Plywood
Plywood
BrkFace
364
TA
TA
CBlock
TA
TA
Av
Rec
242
ALQ
483
0
725
GasA
TA
Y
SBrkr
1,035
616
0
1,651
0
1
2
0
4
1
TA
6
Typ
2
TA
BuiltIn
1,963
Unf
1
276
TA
TA
Y
460
46
0
0
165
0
null
MnPrv
null
0
10
2,007
WD
Normal
172,000
1,954
535,402,180
20
RL
75
8,700
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,961
1,961
Gable
CompShg
HdBoard
HdBoard
BrkFace
53
TA
TA
CBlock
TA
TA
No
ALQ
192
Unf
0
728
920
GasA
Gd
Y
SBrkr
888
0
0
888
0
1
1
0
3
1
TA
5
Typ
0
null
Attchd
1,961
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,007
COD
Abnorml
120,000
1,955
535,403,030
20
RL
66
8,300
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,968
1,968
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
86
TA
TA
CBlock
TA
TA
Mn
Rec
952
Unf
0
0
952
GasA
Gd
Y
SBrkr
952
0
0
952
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,968
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
128,500
1,956
535,426,130
60
RL
70
11,606
Pave
null
IR1
HLS
AllPub
Inside
Sev
NAmes
Norm
Norm
1Fam
2Story
5
5
1,969
1,969
Gable
CompShg
Plywood
Plywood
BrkFace
192
TA
TA
PConc
Gd
TA
Av
Rec
650
Unf
0
390
1,040
GasA
TA
Y
SBrkr
1,040
1,040
0
2,080
0
1
1
2
5
1
Fa
9
Typ
2
TA
Attchd
1,969
Unf
2
504
TA
TA
Y
335
0
0
0
0
0
null
null
null
0
9
2,007
WD
Family
135,000
1,957
535,450,190
50
RL
60
8,064
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
5
7
1,949
2,006
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
Unf
0
Unf
0
672
672
GasA
Ex
Y
SBrkr
672
252
0
924
0
0
1
0
3
1
TA
6
Typ
1
Po
Detchd
2,003
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
Shed
2,000
7
2,007
WD
Normal
122,900
1,958
535,450,220
20
RL
60
11,664
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1Story
6
5
1,948
1,950
Gable
CompShg
MetalSd
MetalSd
BrkFace
206
TA
TA
CBlock
TA
Fa
No
BLQ
336
Unf
0
746
1,082
GasA
TA
Y
SBrkr
1,082
0
0
1,082
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,948
Unf
1
240
TA
TA
Y
0
130
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
119,200
1,959
535,450,310
50
RL
78
10,496
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
6
1,949
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
320
TA
TA
CBlock
TA
TA
Mn
Rec
196
Unf
0
844
1,040
GasA
Ex
Y
SBrkr
1,168
678
0
1,846
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
1,949
Unf
1
315
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
1
2,007
WD
Normal
143,000
1,960
535,451,040
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
534
Rec
96
246
876
GasA
TA
Y
SBrkr
988
0
0
988
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,950
Unf
1
276
TA
TA
Y
0
80
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
119,000
1,961
535,451,100
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
3
1,950
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
432
Unf
0
432
864
GasA
Fa
Y
FuseA
1,238
0
0
1,238
0
0
1
1
3
1
TA
6
Min2
1
TA
Attchd
1,950
Unf
1
357
TA
TA
Y
0
171
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
102,000
1,962
535,451,110
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
8
1,950
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
398
BLQ
149
317
864
GasA
Gd
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,980
RFn
2
720
TA
TA
Y
194
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
129,000
1,963
535,452,060
20
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,960
2,002
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
45
TA
TA
CBlock
TA
TA
No
Rec
588
Unf
0
422
1,010
GasA
Ex
Y
SBrkr
1,134
0
0
1,134
0
0
1
0
2
1
TA
6
Typ
0
null
Attchd
1,960
RFn
1
254
TA
TA
Y
0
16
0
0
0
0
null
MnWw
null
0
4
2,007
WD
Family
135,000
1,964
535,453,080
20
RL
null
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
2,003
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
GLQ
574
Unf
0
466
1,040
GasA
Ex
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,959
RFn
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
0
7
2,007
WD
Normal
152,000
1,965
535,453,150
20
RL
70
7,315
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,958
1,958
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Rec
625
Unf
0
545
1,170
GasA
TA
Y
SBrkr
1,170
0
0
1,170
0
1
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,958
RFn
1
338
TA
TA
Y
0
0
0
0
225
0
null
null
null
0
3
2,007
WD
Normal
140,000
1,966
535,453,180
20
RL
70
7,903
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,960
1,960
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Rec
739
Unf
0
503
1,242
GasA
Gd
Y
FuseA
1,242
0
0
1,242
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,960
RFn
1
324
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Family
152,000
1,967
535,457,020
20
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,960
1,960
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
BLQ
1,098
Rec
154
125
1,377
GasA
TA
Y
SBrkr
1,377
0
0
1,377
1
0
1
0
3
1
TA
6
Typ
2
TA
Attchd
1,965
Unf
1
351
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
11
2,007
WD
Normal
156,500
1,968
535,457,040
90
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
Duplex
1Story
5
4
1,961
1,961
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,800
1,800
GasA
Ex
N
SBrkr
1,800
0
0
1,800
0
0
2
0
6
2
TA
10
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
141,000
1,969
535,457,050
20
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
1Fam
1Story
5
6
1,961
1,961
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
925
0
0
925
0
0
1
0
3
1
TA
7
Typ
0
null
Attchd
1,961
Fin
1
300
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
99,000
1,970
535,476,360
60
RL
80
9,760
Pave
null
Reg
Lvl
AllPub
Inside
Mod
NAmes
Norm
Norm
1Fam
2Story
6
8
1,964
1,993
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
340
TA
TA
CBlock
TA
TA
Gd
BLQ
536
Rec
117
169
822
GasA
Gd
Y
SBrkr
1,020
831
0
1,851
0
0
2
1
3
1
Gd
7
Typ
1
Fa
Attchd
1,964
RFn
2
440
TA
TA
Y
239
42
0
0
0
0
null
MnWw
null
0
7
2,007
WD
Normal
187,000
1,971
535,477,130
60
RL
69
7,590
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
2Story
5
5
1,962
1,962
Gable
CompShg
VinylSd
VinylSd
BrkFace
288
TA
TA
CBlock
TA
TA
No
ALQ
540
Unf
0
324
864
GasA
TA
Y
SBrkr
876
936
0
1,812
0
0
2
0
4
1
TA
8
Typ
1
TA
Attchd
1,962
RFn
1
264
TA
TA
Y
0
168
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
169,500
1,972
535,477,180
20
RL
60
6,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
1Story
5
5
1,962
1,962
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
110
BLQ
442
312
864
GasA
Gd
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,962
Unf
1
294
TA
TA
Y
58
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
125,500
1,973
535,478,040
85
RL
66
6,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
5
5
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
734
Unf
0
162
896
GasA
TA
Y
SBrkr
936
0
0
936
1
0
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,962
RFn
1
288
TA
TA
Y
24
90
160
0
0
0
null
null
null
0
10
2,007
WD
Normal
130,000
1,974
902,100,010
30
RM
60
6,978
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
7
1,926
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
850
850
GasA
TA
Y
SBrkr
960
0
0
960
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,981
RFn
2
576
TA
TA
Y
0
0
116
0
0
0
null
null
null
0
4
2,007
WD
Normal
103,000
1,975
902,105,110
70
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
7
1,910
2,002
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
Gd
BrkTil
Fa
Fa
No
Unf
0
Unf
0
264
264
GasA
Ex
Y
SBrkr
768
664
0
1,432
0
0
2
0
2
1
TA
7
Typ
0
null
Detchd
1,910
Unf
2
360
TA
Gd
Y
270
0
112
0
0
0
null
GdPrv
null
0
5
2,007
WD
Abnorml
132,000
1,976
902,106,070
50
RM
50
6,000
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
6
1,927
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
276
Unf
0
569
845
GasA
TA
Y
SBrkr
866
430
0
1,296
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,980
Unf
2
576
TA
TA
Y
0
0
175
0
0
0
null
null
null
0
7
2,007
WD
Normal
127,500
1,977
902,106,120
30
RM
56
4,480
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
5
1,922
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
PConc
Fa
Fa
No
LwQ
782
Unf
0
240
1,022
GasA
TA
N
FuseF
1,022
0
0
1,022
1
0
1
0
2
1
Fa
4
Typ
1
Gd
Detchd
1,922
Unf
1
184
TA
Fa
N
0
122
20
0
0
0
null
MnPrv
null
0
2
2,007
WD
Normal
89,500
1,978
902,107,050
90
RM
60
7,200
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
SFoyer
5
5
1,980
1,980
Gable
CompShg
MetalSd
MetalSd
BrkFace
180
TA
TA
CBlock
Gd
TA
Gd
GLQ
936
Unf
0
0
936
GasA
TA
Y
SBrkr
936
0
0
936
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,980
Unf
2
672
TA
TA
Y
49
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
140,000
1,979
902,110,010
30
RM
56
3,153
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,920
1,990
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
967
967
GasA
Gd
Y
SBrkr
967
0
0
967
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,920
Unf
1
180
Fa
TA
N
0
0
26
0
0
0
null
null
null
0
7
2,007
WD
Normal
99,900
1,980
902,125,120
30
RM
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
7
1,885
1,995
Mansard
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
641
641
GasA
Gd
Y
SBrkr
1,047
0
0
1,047
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,954
Unf
1
273
Fa
Fa
N
0
0
0
0
0
0
null
null
Shed
450
8
2,007
WD
Normal
100,000
1,981
902,128,160
30
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
8
1,940
1,950
Gable
CompShg
VinylSd
VinylSd
Stone
279
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
808
808
GasA
Ex
Y
SBrkr
1,072
0
0
1,072
0
0
1
0
2
1
TA
5
Typ
2
Gd
Detchd
1,940
Unf
2
379
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
130,000
1,982
902,201,090
50
RM
120
9,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
8
1,900
2,006
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
Fa
No
BLQ
130
Unf
0
550
680
GasA
Ex
Y
SBrkr
680
494
0
1,174
0
0
1
0
2
1
Gd
6
Typ
1
Gd
Detchd
2,000
Unf
2
576
TA
TA
Y
116
26
40
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
135,000
1,983
902,201,130
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
3
7
1,948
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
331
Unf
0
318
649
GasA
Ex
Y
SBrkr
679
504
0
1,183
0
0
1
1
2
1
TA
6
Typ
0
null
Detchd
1,981
Unf
1
308
TA
TA
Y
0
176
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
120,000
1,984
902,202,070
30
RM
50
5,925
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
7
1,937
2,000
Hip
CompShg
Stucco
Stucco
BrkCmn
435
TA
TA
BrkTil
Fa
TA
No
Rec
168
Unf
0
739
907
GasA
TA
Y
SBrkr
1,131
0
0
1,131
0
0
1
0
2
1
TA
7
Typ
0
null
Detchd
1,995
Unf
2
672
TA
TA
Y
0
72
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Alloca
89,471
1,985
902,205,020
50
RM
50
5,925
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
6
1,900
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
LwQ
122
Rec
448
0
570
GasA
Gd
N
SBrkr
761
380
0
1,141
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,930
Unf
1
252
Fa
Fa
Y
0
0
96
0
0
0
null
null
null
0
5
2,007
ConLw
Normal
85,000
1,986
902,205,130
30
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
4
1,920
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
ALQ
250
Unf
0
710
960
GasA
Gd
Y
FuseA
960
0
0
960
0
0
1
0
2
1
Fa
5
Typ
0
null
Detchd
1,997
Unf
1
308
TA
TA
Y
0
0
168
0
0
0
null
null
null
0
7
2,007
WD
Normal
108,500
1,987
902,206,270
70
RM
57
9,639
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
2Story
4
8
1,900
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,075
1,075
GasA
Ex
Y
SBrkr
1,156
642
0
1,798
0
0
2
1
4
1
TA
7
Typ
0
null
Detchd
1,935
Unf
2
342
TA
TA
N
0
0
160
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
137,000
1,988
902,207,010
30
RM
40
3,880
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
9
1,945
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
329
Unf
0
357
686
GasA
Gd
Y
SBrkr
866
0
0
866
0
0
1
0
2
1
Gd
4
Typ
0
null
null
null
null
0
0
null
null
Y
58
42
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
110,500
1,989
902,207,150
30
RM
60
8,520
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,923
2,006
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
TA
TA
No
Unf
0
Unf
0
968
968
GasA
TA
Y
SBrkr
968
0
0
968
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,935
Unf
2
480
Fa
TA
N
0
0
184
0
0
0
null
null
null
0
7
2,007
WD
Normal
100,000
1,990
902,300,020
70
RM
null
10,337
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
8
9
1,910
1,999
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
725
725
GasA
Ex
N
SBrkr
909
863
0
1,772
0
0
2
1
3
1
Gd
7
Typ
0
null
Detchd
1,992
Unf
2
816
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
184,900
1,991
902,300,040
70
RM
53
9,863
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
6
1,927
1,950
Gambrel
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
196
Rec
210
322
728
GasA
TA
Y
SBrkr
914
728
0
1,642
0
1
1
1
4
1
TA
9
Typ
1
Gd
Detchd
1,927
Unf
1
374
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,007
WD
Abnorml
145,000
1,992
902,301,030
50
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
8
1,925
1,994
Gambrel
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
Mn
Unf
0
Unf
0
702
702
GasA
Gd
Y
SBrkr
842
630
0
1,472
0
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,925
Unf
1
250
TA
Fa
P
0
0
84
0
0
0
null
GdWo
null
0
7
2,007
WD
Normal
125,000
1,993
902,301,130
70
RM
35
4,571
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
7
1,910
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
168
Unf
0
448
616
GasA
Ex
Y
SBrkr
616
616
0
1,232
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,920
Unf
2
480
Fa
Fa
Y
280
0
143
0
0
0
null
null
null
0
6
2,007
WD
Normal
114,000
1,994
902,302,150
190
RM
85
13,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
5
5
1,900
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
662
662
GasA
TA
N
SBrkr
1,422
915
0
2,337
0
0
2
0
5
2
TA
10
Min2
0
null
Detchd
1,945
Unf
2
560
TA
TA
Y
0
57
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
90,000
1,995
902,303,100
50
RM
56
8,398
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
8
1,910
1,990
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Gd
Gd
No
BLQ
259
Unf
0
667
926
GasA
TA
Y
SBrkr
991
659
0
1,650
0
0
2
0
3
1
TA
6
Typ
0
null
Detchd
1,979
Unf
2
468
TA
TA
N
128
103
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
144,100
1,996
902,304,040
70
RM
90
9,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
4
1,880
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
Mn
Unf
0
Unf
0
1,008
1,008
GasW
TA
Y
SBrkr
1,178
1,032
0
2,210
0
0
2
0
5
1
Fa
8
Typ
0
null
Detchd
1,930
Unf
1
205
Fa
TA
N
0
48
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
117,500
1,997
902,305,010
70
RM
60
3,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
7
1,930
2,005
Gambrel
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
Fa
No
Rec
316
Unf
0
371
687
GasA
Gd
Y
SBrkr
687
671
0
1,358
0
0
1
1
3
1
Gd
6
Typ
1
Gd
Detchd
2,004
Unf
1
336
TA
TA
Y
0
32
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Partial
124,500
1,998
902,330,090
75
RM
75
13,500
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
7
8
1,879
1,987
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
819
819
GasA
TA
Y
FuseA
1,312
1,142
0
2,454
0
0
2
0
3
1
TA
8
Typ
1
Gd
Attchd
1,950
Unf
2
576
TA
TA
N
0
148
150
0
0
0
null
MnPrv
null
0
2
2,007
WD
Normal
185,000
1,999
902,332,030
190
C (all)
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
2fmCon
2.5Unf
6
6
1,910
1,998
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
Mn
Rec
1,046
Unf
0
168
1,214
GasW
Ex
N
SBrkr
1,260
1,031
0
2,291
0
1
2
0
4
2
TA
9
Typ
1
Gd
Detchd
1,900
Unf
2
506
TA
TA
Y
0
0
0
0
99
0
null
null
null
0
11
2,007
WD
Normal
133,900
2,000
902,401,030
40
RM
40
5,400
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
7
1,926
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
TA
Mn
LwQ
370
Unf
0
779
1,149
GasA
Gd
Y
FuseA
1,149
467
0
1,616
0
0
2
0
3
1
Gd
5
Typ
0
null
Detchd
1,926
Unf
1
216
TA
TA
Y
0
0
183
0
0
0
null
null
null
0
10
2,007
WD
Normal
152,000