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
1,201
534,250,410
60
RL
76
9,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
6
1,974
1,974
Hip
CompShg
HdBoard
HdBoard
BrkFace
270
Gd
TA
CBlock
TA
TA
No
ALQ
442
Unf
0
459
901
GasA
TA
Y
SBrkr
943
933
0
1,876
0
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,974
RFn
2
540
Gd
TA
Y
0
69
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
185,000
1,202
534,251,280
60
RL
null
9,130
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
2Story
6
8
1,966
2,000
Hip
CompShg
HdBoard
HdBoard
BrkFace
252
TA
TA
CBlock
TA
TA
No
GLQ
400
Rec
64
336
800
GasA
Gd
Y
SBrkr
800
832
0
1,632
0
1
1
1
4
1
Gd
7
Typ
0
null
Attchd
1,966
Unf
2
484
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
173,000
1,203
534,252,090
85
RL
null
12,122
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
7
9
1,961
2,007
Gable
CompShg
CemntBd
CmentBd
Stone
210
Ex
TA
CBlock
TA
TA
Av
ALQ
867
Unf
0
77
944
GasA
Gd
Y
SBrkr
999
0
0
999
1
0
1
0
3
1
Ex
6
Typ
0
null
Attchd
1,961
RFn
2
588
TA
TA
Y
144
76
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
178,400
1,204
534,252,270
60
RL
null
9,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
2Story
7
5
1,968
1,968
Gable
CompShg
MetalSd
MetalSd
BrkFace
342
TA
TA
CBlock
TA
TA
No
BLQ
552
Unf
0
280
832
GasA
Gd
Y
SBrkr
1,098
880
0
1,978
0
0
2
1
4
1
TA
9
Typ
1
Gd
Attchd
1,968
RFn
2
486
TA
TA
Y
0
43
0
0
0
0
null
GdPrv
null
0
4
2,008
WD
Normal
176,000
1,205
534,276,190
20
RL
74
7,785
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,014
0
0
1,014
0
0
1
0
2
1
TA
6
Typ
0
null
Attchd
1,956
RFn
1
267
TA
TA
Y
0
0
40
0
200
0
null
GdWo
null
0
3
2,008
WD
Normal
98,000
1,206
534,277,060
20
RL
77
8,593
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,957
1,957
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
288
Unf
0
619
907
GasA
Ex
Y
SBrkr
907
0
0
907
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,964
Unf
1
352
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
109,008
1,207
534,277,070
20
RL
null
8,475
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
7
1,956
1,956
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
228
Unf
0
724
952
GasA
Ex
Y
FuseA
952
0
0
952
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,956
Unf
1
283
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
135,750
1,208
534,400,030
20
RL
80
8,700
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,963
1,963
Hip
CompShg
MetalSd
MetalSd
BrkFace
148
TA
Gd
CBlock
TA
TA
Mn
ALQ
776
Unf
0
344
1,120
GasA
Gd
Y
SBrkr
1,128
0
0
1,128
1
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,963
RFn
2
525
TA
TA
Y
192
20
123
0
0
0
null
MnPrv
null
0
12
2,008
WD
Normal
155,000
1,209
534,400,060
20
RL
100
10,175
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,964
1,964
Gable
CompShg
HdBoard
Plywood
BrkFace
272
TA
TA
CBlock
TA
TA
No
BLQ
490
Unf
0
935
1,425
GasA
Gd
Y
SBrkr
1,425
0
0
1,425
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
1,964
RFn
2
576
TA
TA
Y
0
0
0
407
0
0
null
null
null
0
7
2,008
WD
Normal
180,500
1,210
534,401,130
80
RL
82
9,020
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
7
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
BrkFace
183
TA
TA
CBlock
TA
TA
Gd
Rec
312
ALQ
539
276
1,127
GasA
TA
Y
SBrkr
1,165
0
0
1,165
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,966
RFn
2
490
Gd
Gd
Y
0
129
0
0
0
0
null
GdPrv
null
0
5
2,008
WD
Normal
174,900
1,211
534,401,190
20
RL
80
9,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
892
Unf
0
244
1,136
GasA
TA
Y
SBrkr
1,136
0
0
1,136
1
0
1
0
3
1
TA
5
Typ
1
Gd
Attchd
1,965
RFn
1
384
TA
TA
Y
426
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
140,000
1,212
534,403,050
20
RL
75
8,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,964
1,964
Hip
CompShg
HdBoard
HdBoard
Stone
260
TA
TA
CBlock
Gd
TA
No
Rec
787
Unf
0
305
1,092
GasA
Ex
Y
SBrkr
1,092
0
0
1,092
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,964
RFn
2
504
TA
Gd
Y
0
0
0
0
0
0
null
MnPrv
null
0
7
2,008
WD
Normal
145,000
1,213
534,403,080
80
RL
85
9,350
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
5
8
1,965
1,999
Gable
CompShg
BrkFace
BrkFace
null
0
TA
Gd
PConc
TA
TA
Gd
ALQ
633
Unf
0
586
1,219
GasA
Gd
Y
SBrkr
1,265
0
0
1,265
0
1
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
1,965
RFn
2
502
TA
TA
Y
0
92
0
96
0
0
null
MnPrv
null
0
10
2,008
WD
Normal
179,900
1,214
534,403,100
80
RL
82
9,020
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
1Fam
SLvl
6
5
1,964
1,964
Gable
WdShngl
Plywood
Wd Sdng
BrkFace
259
TA
TA
CBlock
TA
TA
Gd
GLQ
624
Rec
336
288
1,248
GasA
TA
Y
SBrkr
1,350
0
0
1,350
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,964
RFn
2
520
TA
TA
Y
176
0
0
0
0
0
null
GdPrv
null
0
6
2,008
WD
Normal
168,500
1,215
534,403,260
20
RL
90
9,900
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,961
1,961
Gable
CompShg
Plywood
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
1,114
1,114
GasA
TA
Y
SBrkr
1,114
0
0
1,114
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,961
RFn
2
451
TA
TA
Y
0
0
0
0
164
0
null
null
null
0
5
2,008
COD
Abnorml
140,000
1,216
534,426,040
20
RL
72
10,007
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
2,006
Gable
CompShg
HdBoard
HdBoard
BrkFace
54
Gd
TA
CBlock
TA
TA
No
ALQ
806
Unf
0
247
1,053
GasA
Ex
Y
SBrkr
1,053
0
0
1,053
1
0
1
1
3
1
Gd
5
Typ
0
null
Attchd
1,959
RFn
1
312
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,008
WD
Normal
145,500
1,217
534,427,040
20
RL
80
10,721
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,959
1,959
Hip
CompShg
HdBoard
HdBoard
Stone
243
Gd
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,252
1,252
GasA
Ex
Y
SBrkr
1,252
0
0
1,252
0
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,960
Unf
2
528
TA
TA
Y
0
39
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
142,000
1,218
534,428,020
20
RL
null
12,493
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,960
1,960
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
ALQ
419
Rec
306
375
1,100
GasA
TA
Y
SBrkr
1,100
0
0
1,100
1
0
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,960
RFn
1
312
TA
TA
Y
355
0
0
0
0
0
null
GdWo
null
0
4
2,008
WD
Normal
141,000
1,219
534,428,100
20
RL
null
11,332
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,960
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
528
Unf
0
590
1,118
GasA
Ex
Y
SBrkr
1,118
0
0
1,118
1
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,960
RFn
1
264
TA
TA
Y
290
0
0
0
0
0
null
MnPrv
null
0
8
2,008
WD
Normal
153,000
1,220
534,451,080
20
RL
null
6,627
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Norm
1Fam
1Story
3
6
1,949
1,950
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
Floor
TA
N
SBrkr
720
0
0
720
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,955
Unf
1
287
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
72,500
1,221
534,451,170
30
RL
56
4,130
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
3
6
1,935
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
CBlock
TA
TA
No
Unf
0
Unf
0
270
270
GasA
Gd
Y
SBrkr
729
0
0
729
0
0
1
0
2
1
TA
5
Maj2
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
52,000
1,222
534,452,060
190
RL
50
7,420
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Artery
Artery
2fmCon
1.5Unf
5
6
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
GLQ
851
Unf
0
140
991
GasA
Ex
Y
SBrkr
1,077
0
0
1,077
1
0
1
0
2
2
TA
5
Typ
2
TA
Attchd
1,939
RFn
1
205
Gd
TA
Y
0
4
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
118,000
1,223
534,453,140
70
RL
50
4,882
Pave
null
IR1
Bnk
AllPub
Inside
Mod
BrkSide
RRAn
Feedr
1Fam
2Story
4
7
1,937
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Rec
120
Unf
0
228
348
GasA
TA
Y
SBrkr
453
453
0
906
0
0
1
0
2
1
TA
5
Typ
0
null
Basment
1,937
Unf
1
231
Fa
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
87,000
1,224
534,455,030
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,960
1,960
Gable
CompShg
MetalSd
MetalSd
BrkFace
203
Fa
Fa
CBlock
TA
TA
No
Rec
658
Unf
0
638
1,296
GasA
TA
Y
SBrkr
1,496
0
0
1,496
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,960
RFn
2
450
TA
TA
Y
0
22
0
0
0
0
null
MnPrv
null
0
2
2,008
WD
Normal
141,500
1,225
534,477,080
50
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
6
5
1,950
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
280
Unf
0
752
1,032
GasA
TA
Y
FuseA
1,032
220
0
1,252
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,950
Unf
1
288
TA
TA
Y
0
0
96
0
0
0
null
null
null
0
4
2,008
WD
Abnorml
119,000
1,226
534,477,090
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
8
1,950
2,006
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
BLQ
32
Rec
308
232
572
GasA
Gd
Y
SBrkr
1,337
0
0
1,337
1
0
1
0
3
1
Gd
7
Typ
1
Gd
Attchd
1,950
RFn
1
264
TA
TA
Y
0
192
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
141,500
1,227
534,477,270
80
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
6
1,955
1,996
Hip
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
831
Unf
0
161
992
GasA
Gd
Y
SBrkr
1,661
0
0
1,661
1
0
1
0
3
1
Gd
8
Typ
1
TA
BuiltIn
1,955
RFn
1
377
TA
TA
Y
0
28
0
0
178
0
null
MnPrv
null
0
10
2,008
WD
Normal
165,500
1,228
534,479,150
20
RL
63
7,584
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1Story
5
5
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
88
TA
TA
CBlock
TA
TA
No
LwQ
531
Unf
0
505
1,036
GasA
Ex
Y
SBrkr
1,036
0
0
1,036
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,953
RFn
1
312
TA
TA
Y
120
24
0
0
0
0
null
MnPrv
null
0
6
2,008
WD
Normal
112,900
1,229
535,103,050
60
RL
null
13,700
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
7
6
1,965
1,988
Gable
CompShg
VinylSd
VinylSd
Stone
288
TA
TA
CBlock
TA
TA
Gd
ALQ
454
Unf
0
410
864
GasA
TA
Y
SBrkr
902
918
0
1,820
0
0
1
2
4
1
Gd
8
Typ
2
Gd
Attchd
1,965
Unf
2
492
TA
TA
Y
60
84
0
0
273
0
null
GdPrv
null
0
5
2,008
WD
Normal
201,800
1,230
535,104,020
20
RL
80
10,197
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,961
1,961
Gable
CompShg
WdShing
Wd Shng
BrkCmn
491
TA
TA
CBlock
TA
TA
No
ALQ
288
Rec
374
700
1,362
GasA
TA
Y
SBrkr
1,362
0
0
1,362
1
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,961
Unf
2
504
TA
TA
Y
0
20
0
0
0
0
null
null
null
0
6
2,008
COD
Normal
163,000
1,231
535,105,030
20
RL
75
7,875
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,961
1,961
Gable
CompShg
VinylSd
VinylSd
BrkFace
136
TA
TA
CBlock
TA
TA
No
Rec
572
Unf
0
572
1,144
GasA
Gd
Y
SBrkr
1,144
0
0
1,144
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,961
Unf
2
456
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
9
2,008
WD
Normal
139,950
1,232
535,105,060
20
RL
80
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
9
1,962
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
237
Gd
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
1,319
1,319
GasA
TA
Y
SBrkr
1,537
0
0
1,537
1
0
1
1
3
1
Gd
7
Typ
1
Gd
Attchd
1,962
RFn
2
462
TA
TA
Y
0
36
0
0
0
0
null
GdPrv
null
0
7
2,008
COD
Abnorml
174,000
1,233
535,105,090
80
RL
101
9,150
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,962
1,962
Gable
Tar&Grv
Plywood
Plywood
BrkFace
305
TA
TA
CBlock
Gd
TA
Gd
GLQ
371
Unf
0
728
1,099
GasA
Gd
Y
SBrkr
1,431
0
0
1,431
0
1
1
0
3
1
TA
6
Typ
1
Gd
Basment
1,962
RFn
1
296
TA
TA
Y
64
110
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
165,000
1,234
535,126,140
60
RL
90
14,670
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
7
1,966
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
410
Gd
Gd
CBlock
TA
TA
No
BLQ
575
Unf
0
529
1,104
GasA
Ex
Y
SBrkr
1,104
884
0
1,988
0
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
1,966
RFn
2
480
TA
TA
Y
0
230
0
0
0
0
null
MnPrv
null
0
8
2,008
WD
Normal
227,000
1,235
535,150,210
20
RL
null
7,390
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,955
1,955
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
151
TA
TA
CBlock
TA
TA
No
ALQ
902
Unf
0
196
1,098
GasA
TA
Y
SBrkr
1,098
0
0
1,098
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,955
Unf
1
260
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
135,000
1,236
535,150,280
20
RL
71
9,204
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
25
Rec
872
247
1,144
GasA
TA
Y
SBrkr
1,144
0
0
1,144
1
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,962
Unf
1
336
TA
TA
Y
0
88
0
0
0
0
null
null
null
0
8
2,008
COD
Normal
124,000
1,237
535,151,160
20
RL
70
7,763
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,962
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
504
BLQ
108
319
931
GasA
TA
Y
SBrkr
1,283
0
0
1,283
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,980
Unf
2
506
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
140,000
1,238
535,152,200
20
RL
74
8,856
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
4
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
143
TA
TA
CBlock
TA
TA
No
ALQ
621
LwQ
52
503
1,176
GasA
TA
Y
SBrkr
1,176
0
0
1,176
1
0
1
0
3
1
TA
6
Typ
2
Gd
Attchd
1,957
RFn
1
292
TA
TA
Y
0
88
0
0
95
0
null
null
null
0
5
2,008
WD
Normal
136,500
1,239
535,153,140
20
RL
82
9,840
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
1,998
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,053
Unf
0
195
1,248
GasA
TA
Y
SBrkr
1,440
0
0
1,440
1
0
2
0
2
1
Gd
7
Typ
0
null
Attchd
1,959
RFn
1
480
TA
TA
Y
150
0
0
0
256
0
null
null
null
0
6
2,008
WD
Normal
185,000
1,240
535,153,150
20
RL
76
9,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,958
1,958
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
662
Unf
0
599
1,261
GasA
Ex
Y
SBrkr
1,261
0
0
1,261
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,958
RFn
2
433
TA
TA
Y
0
0
0
0
288
0
null
null
Shed
1,400
11
2,008
WD
Normal
163,000
1,241
535,176,100
20
RL
90
13,200
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
6
1,958
1,958
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
187
TA
TA
CBlock
TA
TA
No
LwQ
958
Unf
0
437
1,395
GasA
Ex
Y
SBrkr
1,570
0
0
1,570
1
0
1
0
3
1
TA
5
Typ
1
TA
Attchd
1,958
RFn
2
441
TA
TA
Y
490
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
166,800
1,242
535,178,060
20
RL
72
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,956
1,956
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
74
TA
TA
CBlock
Gd
TA
No
LwQ
616
Unf
0
580
1,196
GasA
Gd
Y
FuseA
1,196
0
0
1,196
1
0
1
0
2
1
TA
6
Typ
1
Gd
Attchd
1,956
RFn
1
297
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
139,000
1,243
535,179,060
20
RL
80
11,900
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,957
1,957
Gable
CompShg
HdBoard
HdBoard
BrkFace
387
TA
TA
CBlock
TA
TA
No
Rec
1,040
Unf
0
352
1,392
GasA
TA
Y
FuseA
1,392
0
0
1,392
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,957
RFn
2
458
TA
TA
Y
0
0
0
0
192
0
null
null
null
0
6
2,008
WD
Normal
166,000
1,244
535,180,100
20
RL
75
9,464
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,958
1,958
Hip
CompShg
MetalSd
MetalSd
BrkFace
135
TA
Gd
CBlock
TA
TA
No
BLQ
570
Unf
0
510
1,080
GasA
Gd
Y
SBrkr
1,080
0
0
1,080
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,958
Unf
1
288
TA
TA
Y
0
0
0
0
130
0
null
null
null
0
6
2,008
WD
Normal
136,000
1,245
535,180,120
20
RL
75
10,425
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,956
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
774
Unf
0
330
1,104
GasA
Gd
Y
SBrkr
1,104
0
0
1,104
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,956
RFn
1
384
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
133,000
1,246
535,301,080
20
RL
60
11,556
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,952
1,952
Gable
CompShg
MetalSd
MetalSd
Stone
52
TA
TA
CBlock
TA
TA
No
Rec
148
Unf
0
572
720
GasA
Ex
Y
FuseA
882
0
0
882
1
0
1
0
2
1
Gd
4
Typ
0
null
Attchd
1,952
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,008
WD
Normal
116,000
1,247
535,302,130
20
RL
102
9,373
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
BrkFace
84
TA
TA
CBlock
TA
TA
No
Rec
500
LwQ
196
456
1,152
GasA
TA
Y
SBrkr
1,152
0
0
1,152
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,971
Unf
2
636
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
137,500
1,248
535,302,140
20
RL
null
12,774
Pave
null
Reg
Lvl
AllPub
Inside
Sev
NAmes
Norm
Norm
1Fam
1Story
5
5
1,953
1,953
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
BLQ
624
LwQ
128
232
984
GasW
TA
N
SBrkr
950
0
0
950
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,953
Unf
2
400
TA
TA
Y
0
32
0
0
0
0
null
GdWo
null
0
7
2,008
WD
Normal
130,000
1,249
535,303,030
20
RL
95
14,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,957
1,957
Gable
CompShg
Plywood
Plywood
BrkFace
360
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
998
998
GasA
TA
Y
SBrkr
1,790
0
0
1,790
0
0
2
0
3
1
TA
6
Typ
2
Gd
Attchd
1,957
Fin
2
540
TA
TA
Y
0
40
0
0
0
0
null
null
Shed
1,500
9
2,008
WD
Normal
180,000
1,250
535,305,030
20
RL
60
7,350
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,951
1,951
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
852
Unf
0
100
952
GasA
TA
Y
SBrkr
952
0
0
952
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,988
Unf
2
840
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
COD
Abnorml
139,000
1,251
535,305,160
20
RL
57
7,677
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,953
1,953
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
570
Unf
0
203
773
GasA
Gd
Y
SBrkr
773
0
0
773
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,953
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Abnorml
110,000
1,252
535,327,230
20
RL
71
8,838
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
3
1,957
1,982
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,764
0
0
1,764
0
0
2
1
4
1
TA
7
Maj2
1
TA
Attchd
1,957
Fin
1
301
TA
TA
Y
0
72
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
100,000
1,253
535,352,080
50
RL
80
8,480
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
5
1,947
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
442
Unf
0
390
832
GasA
TA
Y
SBrkr
832
384
0
1,216
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,947
Unf
1
336
TA
TA
Y
158
0
102
0
0
0
null
null
null
0
10
2,008
COD
Abnorml
118,500
1,254
535,354,200
90
RL
76
12,436
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,824
1,824
GasA
Fa
Y
FuseA
1,824
0
0
1,824
0
0
2
0
5
2
TA
9
Typ
0
null
Detchd
1,958
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
146,000
1,255
535,375,140
20
RL
60
10,122
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
6
1,948
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
N
SBrkr
869
0
0
869
0
0
1
0
1
1
TA
3
Typ
0
null
Detchd
1,948
Unf
1
390
Fa
TA
N
0
0
66
0
0
0
null
GdPrv
null
0
8
2,008
WD
Normal
89,900
1,256
535,375,160
50
RL
45
7,506
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
8
1,925
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
747
747
GasA
TA
Y
SBrkr
747
412
0
1,159
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,932
Unf
1
288
Fa
TA
N
84
0
96
0
0
0
null
null
null
0
5
2,008
WD
Normal
114,000
1,257
535,380,050
50
RL
60
10,930
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
5
6
1,945
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
580
Unf
0
333
913
GasA
TA
Y
FuseA
1,048
510
0
1,558
1
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,962
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
140,000
1,258
535,380,110
30
RL
60
5,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
7
1,940
2,005
Gambrel
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Gd
Y
SBrkr
672
0
0
672
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,997
Unf
1
308
TA
TA
N
88
108
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
86,900
1,259
535,380,140
50
RL
60
10,836
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
5
1,922
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
892
892
GasA
Ex
Y
SBrkr
1,254
182
0
1,436
0
1
1
0
3
1
TA
7
Typ
1
Gd
Detchd
1,968
Unf
4
1,488
Fa
TA
N
0
0
100
0
0
0
null
GdWo
null
0
6
2,008
WD
Normal
139,000
1,260
535,383,100
190
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
4
7
1,900
2,000
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
null
null
null
null
0
null
0
0
0
GasA
TA
N
FuseA
694
600
0
1,294
0
0
2
0
3
2
TA
7
Typ
0
null
null
null
null
0
0
null
null
N
220
114
210
0
0
0
null
null
null
0
8
2,008
WD
Normal
106,250
1,261
535,402,120
60
RL
70
9,247
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
6
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
BrkFace
318
TA
TA
CBlock
TA
TA
No
Rec
319
Unf
0
539
858
GasA
Ex
Y
SBrkr
858
858
0
1,716
0
0
1
1
4
1
TA
8
Typ
1
Gd
Attchd
1,962
Fin
2
490
TA
TA
Y
0
84
0
0
120
0
null
null
null
0
3
2,008
WD
Normal
171,000
1,262
535,403,010
20
RL
78
10,180
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
1Fam
1Story
5
6
1,968
1,968
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Rec
744
Unf
0
168
912
GasA
TA
Y
SBrkr
1,044
0
0
1,044
0
1
1
1
3
1
TA
5
Typ
1
Fa
Attchd
1,990
Fin
2
372
TA
TA
Y
200
48
0
0
0
0
null
GdWo
Shed
450
6
2,008
WD
Normal
139,000
1,263
535,425,060
20
RL
76
11,355
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
7
1,958
2,001
Gable
Tar&Grv
HdBoard
HdBoard
BrkFace
125
TA
TA
CBlock
TA
TA
No
BLQ
637
Unf
0
675
1,312
GasA
Ex
Y
SBrkr
1,312
0
0
1,312
0
0
1
1
3
1
TA
6
Typ
1
Gd
Attchd
1,958
RFn
2
495
TA
TA
Y
0
304
144
0
0
0
null
MnPrv
Othr
6,500
4
2,008
WD
Normal
186,000
1,264
535,426,260
20
RL
null
10,920
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,960
1,960
Hip
CompShg
MetalSd
MetalSd
BrkFace
212
TA
TA
CBlock
TA
TA
No
BLQ
733
Unf
0
520
1,253
GasA
TA
Y
SBrkr
1,253
0
0
1,253
1
0
1
1
2
1
TA
5
Typ
1
Fa
Attchd
1,960
RFn
1
352
TA
TA
Y
0
213
176
0
0
0
null
GdWo
null
0
5
2,008
WD
Normal
157,000
1,265
535,426,350
20
RL
null
12,929
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,960
1,993
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
276
TA
TA
CBlock
TA
TA
Gd
GLQ
697
Unf
0
384
1,081
GasA
TA
Y
SBrkr
1,081
0
0
1,081
1
0
1
0
3
1
TA
5
Typ
0
null
CarPort
1,960
Unf
1
401
TA
TA
Y
36
82
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
148,000
1,266
535,427,070
20
RL
313
27,650
Pave
null
IR2
HLS
AllPub
Inside
Mod
NAmes
PosA
Norm
1Fam
1Story
7
7
1,960
2,007
Flat
Tar&Grv
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
425
Unf
0
160
585
GasA
Ex
Y
SBrkr
2,069
0
0
2,069
1
0
2
0
4
1
Gd
9
Typ
1
Gd
Attchd
1,960
RFn
2
505
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
242,000
1,267
535,451,010
20
RL
74
8,892
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,953
1,996
Gable
CompShg
WdShing
Wd Shng
null
0
Gd
TA
Stone
TA
TA
Av
Unf
0
Unf
0
105
105
GasA
Gd
Y
SBrkr
910
0
0
910
0
0
1
0
3
1
Gd
5
Typ
0
null
Attchd
1,953
Unf
2
414
TA
TA
Y
196
0
150
0
0
0
null
GdWo
null
0
10
2,008
WD
Normal
116,000
1,268
535,451,050
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,951
1,951
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
TA
No
LwQ
432
Unf
0
444
876
GasA
TA
Y
SBrkr
876
0
0
876
0
0
1
0
2
1
TA
5
Typ
1
TA
Detchd
1,972
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,008
WD
Abnorml
94,000
1,269
535,451,230
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,950
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,048
0
0
1,048
0
0
1
0
3
1
TA
7
Min1
0
null
Detchd
1,950
Unf
2
420
TA
TA
Y
0
27
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
98,300
1,270
535,452,120
80
RL
70
7,910
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
5
5
1,960
1,960
Hip
CompShg
BrkFace
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
666
Unf
0
409
1,075
GasA
Gd
Y
SBrkr
1,507
0
0
1,507
0
0
2
0
4
1
TA
7
Maj1
0
null
Basment
1,960
Unf
1
404
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
8
2,008
WD
Normal
127,000
1,271
535,453,020
20
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,959
1,959
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
BLQ
476
Rec
488
292
1,256
GasA
Gd
Y
FuseA
1,256
0
0
1,256
1
0
1
1
3
1
Gd
6
Typ
0
null
Attchd
1,959
RFn
1
311
TA
TA
Y
0
240
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
159,000
1,272
535,453,040
20
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,962
1,962
Gable
CompShg
BrkFace
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
520
Rec
319
188
1,027
GasA
TA
Y
SBrkr
1,027
0
0
1,027
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,962
Unf
1
299
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
125,900
1,273
535,453,210
20
RL
70
7,931
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,960
1,960
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
374
LwQ
532
363
1,269
GasA
TA
Y
FuseA
1,269
0
0
1,269
0
0
1
1
3
1
TA
6
Typ
1
Fa
Detchd
1,964
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
155,000
1,274
535,454,150
50
RL
60
8,064
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
6
1,948
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
315
Unf
0
453
768
GasA
Ex
Y
SBrkr
819
501
0
1,320
0
0
2
0
3
1
TA
5
Typ
0
null
Detchd
1,994
Unf
2
576
TA
TA
Y
108
0
0
0
0
0
null
GdWo
null
0
9
2,008
WD
Normal
138,000
1,275
535,455,060
45
RL
64
6,390
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Feedr
Norm
1Fam
1.5Unf
6
7
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
936
936
GasA
TA
Y
FuseA
984
0
0
984
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,954
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
6
2,008
WD
Normal
112,500
1,276
535,455,080
45
RL
59
7,227
Pave
null
Reg
HLS
AllPub
Corner
Mod
NAmes
Artery
Norm
1Fam
1.5Unf
6
6
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
832
832
GasA
Gd
Y
SBrkr
832
0
0
832
0
0
1
0
2
1
Gd
4
Typ
0
null
Detchd
1,962
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
105,500
1,277
535,455,090
50
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
6
5
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
673
Unf
0
181
854
GasA
Fa
Y
FuseA
854
424
0
1,278
0
0
1
0
4
1
TA
6
Typ
0
null
Attchd
1,954
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
MnWw
null
0
4
2,008
WD
Normal
127,500
1,278
535,456,050
90
RL
113
8,513
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
Duplex
1Story
5
5
1,961
1,961
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
1,800
1,800
GasA
TA
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
N
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Abnorml
130,000
1,279
535,456,070
50
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
6
1,955
1,967
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
GLQ
370
Unf
0
398
768
GasA
Gd
Y
SBrkr
1,024
564
0
1,588
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,955
Unf
2
480
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
150,000
1,280
535,456,100
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
825
825
GasA
TA
Y
FuseA
825
0
0
825
0
1
1
0
2
1
TA
4
Typ
0
null
Attchd
1,954
Unf
1
350
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
109,500
1,281
535,475,020
60
RL
71
7,056
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
5
1,963
1,963
Hip
CompShg
HdBoard
HdBoard
BrkFace
415
TA
TA
CBlock
TA
TA
No
BLQ
400
Unf
0
380
780
GasA
TA
Y
SBrkr
983
813
0
1,796
1
0
1
1
4
1
TA
8
Typ
1
TA
Attchd
1,963
RFn
2
483
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
140,000
1,282
535,476,370
60
RL
80
9,760
Pave
null
Reg
Lvl
AllPub
Inside
Mod
NAmes
Norm
Norm
1Fam
2Story
6
6
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
BrkFace
360
TA
TA
CBlock
TA
TA
Gd
GLQ
674
LwQ
106
0
780
GasA
TA
Y
SBrkr
798
813
0
1,611
1
0
1
1
4
1
TA
7
Typ
0
null
Attchd
1,964
RFn
2
442
TA
TA
Y
328
128
0
0
189
0
null
null
null
0
6
2,008
WD
Normal
167,900
1,283
535,477,090
20
RL
69
7,590
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
1Story
5
5
1,963
1,963
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,117
1,117
GasA
Ex
Y
SBrkr
1,117
0
0
1,117
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,963
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,008
COD
Normal
136,870
1,284
902,100,020
20
RM
56
9,836
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
6
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
GLQ
96
Unf
0
96
192
GasA
Gd
N
SBrkr
1,133
0
0
1,133
1
0
1
0
3
1
TA
7
Typ
0
null
Detchd
2,008
Unf
1
308
TA
TA
Y
0
175
0
0
0
0
null
null
null
0
12
2,008
WD
Abnorml
143,000
1,285
902,100,030
30
RM
30
5,232
Pave
Grvl
IR3
Bnk
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
5
1,925
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
680
680
GasA
Gd
N
FuseP
764
0
0
764
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,965
Unf
2
504
TA
TA
N
0
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
73,000
1,286
902,102,060
70
RM
60
10,440
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
8
1,904
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
650
650
GasA
Gd
Y
SBrkr
958
581
0
1,539
0
0
2
0
3
1
Gd
8
Typ
1
Po
Detchd
1,983
Unf
2
686
Gd
TA
P
70
78
68
0
0
0
null
null
null
0
6
2,008
WD
Normal
157,500
1,287
902,103,150
50
RM
57
9,184
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
7
1,948
2,005
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
780
780
GasA
Ex
Y
SBrkr
948
375
0
1,323
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,948
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
122,600
1,288
902,105,010
70
RM
80
4,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
5
1,910
2,003
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
680
680
GasA
Fa
N
SBrkr
680
680
0
1,360
0
0
1
0
2
1
TA
6
Typ
0
null
Attchd
1,910
Unf
1
330
Fa
TA
Y
192
50
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
111,000
1,289
902,105,020
50
RM
60
10,440
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
7
1,920
1,950
Gable
CompShg
BrkFace
Wd Sdng
null
0
Gd
Gd
BrkTil
Gd
TA
No
LwQ
493
Unf
0
1,017
1,510
GasW
Ex
Y
SBrkr
1,584
1,208
0
2,792
0
0
2
0
5
1
TA
8
Mod
2
TA
Detchd
1,920
Unf
2
520
Fa
TA
Y
0
547
0
0
480
0
null
MnPrv
Shed
1,150
6
2,008
WD
Normal
256,000
1,290
902,105,130
30
RM
60
4,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
4
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
672
672
GasA
TA
Y
SBrkr
672
0
0
672
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,950
Unf
1
256
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,008
WD
Normal
64,000
1,291
902,107,030
75
RM
60
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
6
7
1,915
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
728
728
GasA
Gd
Y
SBrkr
728
728
0
1,456
0
0
1
1
4
1
Gd
7
Typ
0
null
Detchd
1,915
Unf
1
308
Fa
Fa
N
0
0
248
0
0
0
null
null
null
0
6
2,008
WD
Normal
139,500
1,292
902,109,080
190
RM
63
11,426
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
4
6
1,910
1,996
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Stone
TA
TA
No
Unf
0
Unf
0
828
828
GasA
Gd
Y
FuseA
828
658
108
1,594
0
0
2
0
3
2
TA
9
Typ
0
null
null
null
null
0
0
null
null
N
0
172
109
0
0
0
null
null
null
0
6
2,008
WD
Normal
118,000
1,293
902,109,110
50
RM
63
11,426
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,362
1,362
GasA
Ex
Y
SBrkr
1,362
720
0
2,082
0
0
2
1
3
1
Gd
6
Mod
0
null
Detchd
2,003
Unf
2
484
TA
TA
N
280
238
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
200,000
1,294
902,109,120
50
RM
63
7,628
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
6
1,940
1,985
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
801
801
GasA
Gd
Y
FuseA
1,095
561
0
1,656
0
0
2
0
2
1
TA
8
Mod
0
null
Detchd
1,958
Unf
2
440
TA
TA
Y
187
0
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
119,164
1,295
902,109,160
50
RM
81
7,308
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
5
1,920
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
Fa
Fa
BrkTil
TA
TA
No
Rec
360
Unf
0
576
936
GasA
Gd
N
FuseA
960
780
0
1,740
0
0
1
0
2
1
Ex
6
Typ
1
Gd
Detchd
1,920
Unf
1
225
Fa
Fa
N
0
0
236
0
0
0
null
null
null
0
6
2,008
WD
Normal
122,250
1,296
902,128,075
30
RM
60
5,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
7
6
1,920
2,006
Gable
CompShg
Stucco
Stucco
null
0
Gd
TA
CBlock
TA
TA
No
Unf
0
Unf
0
931
931
GasA
TA
Y
SBrkr
1,027
0
0
1,027
0
1
1
0
2
1
Gd
5
Typ
1
TA
null
null
null
0
0
null
null
N
0
28
0
0
0
0
null
null
null
0
2
2,008
WD
Normal
120,000
1,297
902,128,150
190
RM
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
6
6
1,940
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
590
Unf
0
294
884
GasA
TA
Y
SBrkr
884
552
0
1,436
0
0
2
0
3
2
TA
8
Typ
2
Gd
Detchd
1,940
Unf
2
828
TA
TA
Y
0
0
126
0
0
0
null
null
null
0
5
2,008
Con
Normal
155,000
1,298
902,134,100
30
RM
60
6,756
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,910
1,950
Mansard
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Gd
No
Unf
0
Unf
0
481
481
GasA
TA
N
FuseA
899
0
0
899
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,930
Unf
1
200
Fa
TA
P
0
0
96
0
0
0
null
null
null
0
9
2,008
WD
Normal
78,000
1,299
902,136,110
50
RM
44
5,914
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
9
1,890
1,996
Gable
CompShg
Wd Sdng
HdBoard
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
684
684
GasA
Gd
Y
SBrkr
684
396
0
1,080
0
0
1
0
3
1
Gd
5
Typ
0
null
null
null
null
0
0
null
null
N
0
165
30
0
0
0
null
null
null
0
9
2,008
WD
Normal
95,000
1,300
902,201,120
20
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
5
1,948
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
104
BLQ
169
516
789
GasA
Ex
Y
SBrkr
789
0
0
789
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,948
Unf
1
250
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,008
WD
Partial
115,000