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
2,601
535,379,100
30
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,920
1,950
Hip
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Rec
821
Unf
0
299
1,120
GasA
Ex
Y
SBrkr
1,130
0
0
1,130
1
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,970
Unf
2
720
TA
TA
Y
229
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
120,000
2,602
535,380,010
70
RL
60
7,200
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
8
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Ex
CBlock
TA
TA
No
Rec
338
Unf
0
325
663
GasA
Ex
Y
SBrkr
774
821
0
1,595
0
0
2
0
3
1
TA
7
Typ
1
Gd
Detchd
1,974
Unf
2
528
TA
TA
Y
49
0
231
0
0
0
null
null
null
0
4
2,006
WD
Normal
155,500
2,603
535,380,130
50
RL
60
10,818
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
4
1,910
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
1,077
1,077
GasA
TA
Y
FuseA
981
779
0
1,760
0
0
1
1
4
1
TA
7
Typ
1
TA
Detchd
1,935
Unf
2
648
Fa
TA
Y
120
0
96
0
0
0
null
null
null
0
2
2,006
COD
Abnorml
80,000
2,604
535,381,060
50
RL
60
10,410
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
3
4
1,915
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
672
672
GasA
TA
Y
SBrkr
694
520
0
1,214
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,998
Unf
3
936
TA
TA
Y
216
0
160
0
0
0
null
MnPrv
null
0
1
2,006
WD
Family
105,000
2,605
535,382,020
190
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
5
4
1,900
1,970
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
CBlock
TA
Fa
No
BLQ
664
Unf
0
290
954
GasA
TA
N
FuseA
1,766
648
0
2,414
0
0
2
0
3
2
TA
10
Mod
1
Gd
Attchd
1,970
Unf
2
520
TA
Fa
N
142
0
0
0
0
0
null
null
null
0
5
2,006
ConLD
Normal
160,000
2,606
535,382,130
50
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
8
1,936
1,989
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Fa
TA
No
ALQ
626
Unf
0
170
796
GasA
Gd
Y
SBrkr
1,096
370
0
1,466
0
1
2
0
3
1
Gd
7
Min1
1
TA
Attchd
1,950
Unf
2
566
TA
TA
Y
436
21
0
0
0
0
null
null
Shed
500
4
2,006
WD
Normal
170,000
2,607
535,401,140
20
RL
84
8,658
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,965
1,965
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
101
TA
TA
CBlock
TA
TA
No
Rec
643
Unf
0
445
1,088
GasA
Ex
Y
SBrkr
1,324
0
0
1,324
0
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,965
RFn
2
440
TA
TA
Y
0
138
0
0
0
0
null
GdWo
null
0
12
2,006
WD
Abnorml
160,000
2,608
535,402,070
80
RL
85
13,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
5
5
1,966
1,966
Gable
CompShg
VinylSd
VinylSd
BrkFace
1,047
TA
TA
CBlock
TA
TA
Av
ALQ
516
BLQ
128
380
1,024
GasA
TA
Y
SBrkr
1,086
0
0
1,086
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,966
RFn
2
484
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
6
2,006
WD
Normal
159,950
2,609
535,402,100
80
RL
83
10,184
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
BrkFace
379
TA
TA
CBlock
TA
TA
Av
ALQ
580
Unf
0
503
1,083
GasA
TA
Y
SBrkr
1,146
0
0
1,146
0
1
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,963
Unf
1
294
TA
TA
Y
345
75
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
165,000
2,610
535,402,220
50
RL
77
9,786
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
6
7
1,962
1,981
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
600
Unf
0
312
912
GasA
TA
Y
SBrkr
1,085
649
0
1,734
0
0
1
1
3
1
Gd
7
Typ
1
Gd
Attchd
1,962
RFn
2
440
TA
TA
Y
0
0
0
0
128
0
null
GdPrv
null
0
6
2,006
WD
Normal
159,000
2,611
535,402,230
20
RL
77
9,510
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,962
1,985
Gable
CompShg
HdBoard
HdBoard
BrkCmn
161
TA
TA
CBlock
TA
TA
No
ALQ
701
Unf
0
434
1,135
GasA
Ex
Y
SBrkr
1,207
0
0
1,207
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,962
RFn
1
264
TA
TA
Y
0
240
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
147,000
2,612
535,403,040
20
RL
66
7,800
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,964
1,964
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
312
LwQ
600
0
912
GasA
TA
Y
SBrkr
912
0
0
912
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,964
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,006
WD
Abnorml
115,000
2,613
535,403,150
20
RL
79
8,910
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,959
1,959
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
655
Unf
0
0
655
GasA
Ex
Y
SBrkr
1,194
0
0
1,194
0
1
1
0
3
1
TA
6
Typ
1
Fa
BuiltIn
1,954
Fin
2
539
TA
TA
Y
0
0
192
0
0
0
null
null
null
0
7
2,006
WD
Normal
159,500
2,614
535,403,200
20
RL
60
7,332
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,959
1,959
Gable
CompShg
WdShing
Wd Shng
BrkFace
207
TA
TA
CBlock
TA
TA
No
BLQ
414
Unf
0
450
864
GasA
Ex
Y
SBrkr
864
0
0
864
1
0
1
0
2
1
Gd
4
Typ
0
null
Attchd
1,959
Unf
1
288
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
10
2,006
WD
Abnorml
120,000
2,615
535,404,080
20
RL
73
7,100
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,957
1,957
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
GLQ
708
Unf
0
108
816
GasA
TA
Y
FuseA
816
0
0
816
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,957
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
129,900
2,616
535,425,040
20
RL
80
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosA
Norm
1Fam
1Story
6
6
1,961
1,992
Gable
CompShg
HdBoard
HdBoard
BrkFace
104
TA
TA
CBlock
TA
TA
No
Rec
913
Unf
0
400
1,313
GasA
TA
Y
SBrkr
1,773
0
0
1,773
1
0
2
0
3
1
TA
6
Min2
2
TA
Attchd
1,961
RFn
2
418
TA
TA
Y
355
98
0
0
144
0
null
null
null
0
8
2,006
WD
Normal
183,000
2,617
535,425,050
20
RL
86
11,650
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
PosA
Norm
1Fam
1Story
7
5
1,959
1,959
Hip
CompShg
Plywood
Plywood
BrkCmn
58
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
FuseA
1,472
0
0
1,472
0
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
1,959
Unf
2
484
TA
TA
Y
0
68
0
0
227
0
null
null
null
0
6
2,006
WD
Normal
157,500
2,618
535,425,080
60
RL
null
18,275
Pave
null
IR1
HLS
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
7
8
1,962
1,998
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
Gd
ALQ
636
Unf
0
802
1,438
GasA
TA
Y
SBrkr
1,900
548
0
2,448
1
0
3
0
3
1
TA
9
Typ
2
Gd
Attchd
1,962
RFn
2
441
TA
TA
Y
520
102
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
277,500
2,619
535,426,195
20
RL
47
16,321
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,957
1,997
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Gd
BLQ
1,277
Unf
0
207
1,484
GasA
TA
Y
SBrkr
1,600
0
0
1,600
1
0
1
0
2
1
TA
6
Typ
2
Gd
Attchd
1,957
RFn
1
319
TA
TA
Y
288
258
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
207,500
2,620
535,450,100
50
RL
60
12,144
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
4
6
1,950
1,950
Gable
CompShg
BrkComm
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
455
Unf
0
455
910
GasA
Gd
Y
SBrkr
910
611
0
1,521
0
0
1
1
3
1
Gd
6
Min2
0
null
Detchd
1,950
Unf
1
597
Fa
TA
Y
199
0
168
0
0
0
null
null
null
0
9
2,006
WD
Normal
147,500
2,621
535,450,180
50
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
4
4
1,949
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
720
720
GasA
TA
N
FuseA
720
472
0
1,192
0
0
1
1
4
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
12
2,006
WD
Abnorml
135,000
2,622
535,451,190
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,950
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
TA
Y
FuseF
1,040
0
0
1,040
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,950
Unf
2
625
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
109,500
2,623
535,451,210
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,950
1,950
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
FuseA
1,040
0
0
1,040
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,950
Unf
2
420
TA
TA
Y
0
29
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
109,900
2,624
535,453,160
20
RL
70
7,560
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
369
Unf
0
671
1,040
GasA
TA
Y
FuseA
1,040
0
0
1,040
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
286
TA
TA
Y
140
0
252
0
0
0
null
GdWo
null
0
7
2,006
WD
Normal
133,700
2,625
535,454,030
90
RL
60
8,544
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
Duplex
1Story
3
4
1,950
1,950
Gable
CompShg
BrkFace
Stone
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
Wall
Fa
N
FuseF
1,040
0
0
1,040
0
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,950
Unf
2
400
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
81,400
2,626
535,454,050
90
RL
null
8,544
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
3
4
1,949
1,950
Gable
CompShg
Stucco
Stucco
BrkFace
340
TA
TA
Slab
null
null
null
null
0
null
0
0
0
Wall
Fa
N
FuseA
1,040
0
0
1,040
0
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,949
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
87,500
2,627
535,454,060
90
RL
60
8,544
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
3
4
1,950
1,950
Gable
CompShg
Stucco
Stone
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Gd
N
FuseF
1,040
0
0
1,040
0
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,949
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
93,500
2,628
535,456,010
90
RL
75
8,512
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,960
1,960
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
Fa
No
Unf
0
Unf
0
1,556
1,556
GasA
TA
Y
SBrkr
1,556
0
0
1,556
0
0
2
0
4
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
119,000
2,629
535,456,020
20
RL
70
7,945
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
CBlock
TA
TA
No
ALQ
179
BLQ
506
465
1,150
GasA
Ex
Y
FuseA
1,150
0
0
1,150
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
300
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
141,000
2,630
535,457,070
20
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
4
1,961
1,961
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
GLQ
781
Unf
0
369
1,150
GasA
TA
Y
SBrkr
1,150
0
0
1,150
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,961
RFn
1
288
TA
TA
Y
0
0
0
0
162
0
null
null
null
0
7
2,006
WD
Normal
146,000
2,631
535,477,060
60
RL
69
7,590
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
2Story
6
5
1,966
1,966
Gable
CompShg
VinylSd
VinylSd
BrkFace
266
TA
TA
CBlock
TA
TA
No
BLQ
512
Unf
0
148
660
GasA
TA
Y
SBrkr
660
688
0
1,348
0
0
1
1
3
1
TA
6
Typ
1
Fa
Attchd
1,966
RFn
2
453
TA
TA
Y
188
108
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
155,000
2,632
535,478,010
85
RL
69
10,205
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
5
5
1,962
1,962
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
784
Unf
0
141
925
GasA
TA
Y
SBrkr
999
0
0
999
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,962
Unf
1
300
TA
TA
Y
150
72
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
134,500
2,633
535,478,070
20
RL
74
7,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1Story
7
6
1,962
1,962
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
809
Unf
0
236
1,045
GasA
Gd
Y
SBrkr
1,045
0
0
1,045
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,962
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
120,000
2,634
535,478,090
20
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1Story
5
6
1,962
1,962
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
468
Unf
0
396
864
GasA
Gd
Y
SBrkr
864
0
0
864
0
1
1
0
3
1
TA
5
Typ
0
null
Attchd
1,962
Unf
1
336
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
2
2,006
WD
Normal
105,000
2,635
535,478,110
190
RL
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
2fmCon
SFoyer
5
5
1,962
1,962
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
953
Unf
0
72
1,025
GasA
TA
Y
SBrkr
1,025
0
0
1,025
1
0
1
0
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
96
80
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
124,000
2,636
902,100,110
70
RM
62
9,856
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
8
1,900
2,005
Hip
CompShg
CemntBd
CmentBd
null
0
Gd
Gd
PConc
Fa
TA
No
Unf
0
Unf
0
716
716
GasA
Ex
Y
FuseA
1,007
1,007
0
2,014
0
0
2
0
5
1
TA
8
Typ
0
null
Detchd
1,900
Unf
2
624
TA
TA
Y
0
72
167
0
0
0
null
null
null
0
6
2,006
WD
Normal
169,000
2,637
902,100,130
70
RM
57
9,906
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
4
4
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
686
686
GasA
Fa
N
SBrkr
810
518
0
1,328
0
0
1
0
3
1
TA
8
Typ
0
null
Detchd
1,940
Unf
1
210
TA
TA
Y
0
172
60
0
0
0
null
null
null
0
9
2,006
WD
Family
107,000
2,638
902,101,050
50
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
6
1,948
1,950
Gable
CompShg
MetalSd
MetalSd
Stone
264
TA
TA
CBlock
TA
TA
No
Rec
276
Unf
0
936
1,212
GasA
Gd
Y
FuseA
1,226
442
0
1,668
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,948
Unf
1
240
TA
TA
Y
0
0
140
0
0
0
null
null
null
0
5
2,006
WD
Normal
135,000
2,639
902,103,090
50
RM
60
5,520
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
6
1,920
1,980
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
Fa
No
LwQ
284
Unf
0
863
1,147
GasA
TA
N
SBrkr
1,147
510
0
1,657
0
0
1
0
4
1
Fa
9
Typ
1
TA
Detchd
1,920
Unf
1
162
Fa
Fa
N
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
111,500
2,640
902,104,020
50
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
8
1,900
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Rec
381
Unf
0
399
780
GasA
Ex
Y
SBrkr
940
476
0
1,416
0
1
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,956
Unf
2
400
TA
TA
Y
0
24
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
156,500
2,641
902,106,040
70
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
7
1,925
1,990
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Gd
No
LwQ
16
Unf
0
712
728
GasA
Ex
Y
SBrkr
832
809
0
1,641
0
1
1
1
3
1
Ex
6
Typ
1
Gd
Detchd
1,925
Unf
2
546
Fa
TA
Y
0
0
234
0
0
0
null
null
null
0
8
2,006
WD
Normal
178,000
2,642
902,106,090
70
RM
58
6,451
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
7
1,900
1,970
Gable
CompShg
AsbShng
Wd Sdng
null
0
TA
TA
Stone
TA
TA
No
Rec
208
Unf
0
504
712
GasA
Gd
Y
SBrkr
848
580
0
1,428
1
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,985
Fin
2
576
TA
TA
Y
264
0
84
0
0
0
null
null
null
0
5
2,006
WD
Normal
139,900
2,643
902,108,060
70
RM
66
3,960
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,930
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
502
502
GasA
TA
N
SBrkr
502
502
0
1,004
0
0
1
0
2
1
Gd
5
Typ
1
Po
Detchd
1,930
Unf
1
200
Fa
TA
N
280
0
68
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
105,000
2,644
902,109,010
30
RM
70
5,684
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
8
1,930
2,005
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
813
813
GasA
Ex
Y
FuseA
813
0
0
813
0
0
1
0
2
1
Gd
5
Typ
0
null
Detchd
1,932
Unf
1
270
Fa
Fa
N
0
113
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
110,000
2,645
902,110,120
190
RM
56
7,745
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
4
6
1,900
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
TA
TA
No
Unf
0
Unf
0
938
938
GasA
Gd
N
SBrkr
1,084
867
0
1,951
0
0
2
0
4
2
Fa
9
Typ
0
null
Detchd
1,993
Unf
2
576
TA
TA
P
0
6
28
0
0
0
null
null
null
0
4
2,006
WD
Normal
111,500
2,646
902,110,130
30
RM
56
7,741
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
5
1,924
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
BLQ
143
Rec
72
817
1,032
GasA
Gd
N
FuseA
1,032
0
0
1,032
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,995
Unf
1
280
TA
TA
Y
0
0
112
0
0
0
null
MnPrv
null
0
6
2,006
COD
Abnorml
108,000
2,647
902,111,010
30
RM
50
5,633
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
7
1,925
1,950
Gable
CompShg
MetalSd
Stucco
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
844
844
GasA
TA
Y
SBrkr
844
0
0
844
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,925
Unf
1
216
TA
TA
N
50
81
123
0
0
0
null
null
null
0
7
2,006
WD
Normal
111,500
2,648
902,125,020
70
RM
50
9,000
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
2Story
5
6
1,880
1,991
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
Fa
Fa
No
Unf
0
Unf
0
636
636
GasA
TA
Y
FuseA
1,089
661
0
1,750
0
0
1
0
3
1
Ex
8
Typ
0
null
Detchd
1,937
Unf
1
240
Fa
Po
N
0
0
293
0
0
0
null
MnPrv
null
0
6
2,006
WD
Abnorml
124,000
2,649
902,128,020
20
RM
60
7,200
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
5
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
576
576
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,952
RFn
1
528
TA
TA
Y
0
0
0
0
115
0
null
null
null
0
8
2,006
COD
Normal
105,000
2,650
902,128,100
50
RM
40
4,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
8
1,920
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
648
648
GasA
TA
Y
FuseA
734
384
0
1,118
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,990
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
116,000
2,651
902,134,060
70
RM
42
7,614
Pave
Grvl
Reg
Lvl
AllPub
Inside
Mod
OldTown
Norm
Norm
1Fam
2Story
3
5
1,905
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
Mn
Unf
0
Unf
0
738
738
GasA
Gd
Y
FuseA
714
662
0
1,376
0
0
1
0
2
1
TA
7
Typ
0
null
Detchd
1,930
Unf
1
216
TA
TA
N
0
0
104
0
225
0
null
null
null
0
3
2,006
WD
Normal
96,900
2,652
902,204,060
190
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1Story
5
7
1,955
1,955
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
GLQ
576
Unf
0
384
960
GasA
TA
Y
FuseA
960
0
0
960
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,976
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
135,500
2,653
902,204,120
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
7
1,924
1,950
Gable
CompShg
MetalSd
MetalSd
BrkFace
145
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
816
816
GasA
Ex
Y
SBrkr
816
750
0
1,566
0
0
1
1
5
1
Gd
7
Typ
0
null
Detchd
1,976
Unf
2
450
TA
TA
Y
24
0
296
0
0
0
null
MnPrv
null
0
8
2,006
WD
Normal
139,000
2,654
902,206,020
30
RM
52
7,830
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
3
5
1,921
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
Fa
TA
No
LwQ
416
Unf
0
76
492
GasA
TA
Y
SBrkr
492
0
0
492
1
0
1
0
1
1
TA
3
Typ
0
null
Detchd
1,921
Unf
1
200
Fa
TA
N
0
0
78
0
0
0
null
null
null
0
6
2,006
WD
Normal
61,500
2,655
902,206,090
50
RM
56
9,576
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
7
1,945
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Fa
TA
No
Rec
310
Unf
0
460
770
GasA
TA
Y
SBrkr
885
297
0
1,182
0
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,945
Unf
1
378
Fa
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
5
2,006
WD
Normal
120,000
2,656
902,207,080
20
RM
49
5,820
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
3
8
1,955
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
256
Unf
0
906
1,162
GasA
Ex
Y
SBrkr
1,163
0
0
1,163
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,955
Unf
1
220
Fa
TA
Y
142
98
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
126,175
2,657
902,207,110
30
RM
48
5,747
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
3
4
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
798
798
GasA
Gd
Y
SBrkr
840
0
0
840
0
0
1
0
2
1
Fa
5
Typ
0
null
Detchd
1,938
Unf
1
250
TA
Fa
N
112
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
64,000
2,658
902,301,120
190
RM
69
9,142
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
6
8
1,910
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
Fa
Stone
Fa
TA
No
Unf
0
Unf
0
1,020
1,020
GasA
Gd
N
FuseP
908
1,020
0
1,928
0
0
2
0
4
2
Fa
9
Typ
0
null
Detchd
1,910
Unf
1
440
Po
Po
Y
0
60
112
0
0
0
null
null
null
0
4
2,006
WD
Normal
137,000
2,659
902,305,090
70
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
4
2
1,900
1,950
Gable
CompShg
AsbShng
Stucco
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
1,095
1,095
GasW
Fa
N
SBrkr
1,095
679
0
1,774
1
0
2
0
4
2
TA
8
Min2
0
null
2Types
1,920
Unf
3
779
Fa
Fa
N
0
0
90
0
0
0
null
null
null
0
5
2,006
WD
Normal
87,000
2,660
902,325,050
75
RM
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
7
7
1,914
1,970
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
Mn
Rec
390
Unf
0
490
880
GasW
Fa
N
SBrkr
880
888
0
1,768
0
0
1
1
2
1
TA
6
Typ
2
TA
Detchd
1,914
Unf
2
320
TA
TA
N
0
341
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
163,000
2,661
902,325,100
75
RM
70
6,300
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
7
6
1,910
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,226
1,226
GasA
Ex
Y
SBrkr
1,226
878
0
2,104
0
0
2
0
5
1
TA
9
Typ
0
null
Detchd
1,910
Unf
2
432
Fa
TA
P
0
341
88
0
0
0
null
null
null
0
7
2,006
WD
Normal
155,000
2,662
902,325,160
50
RM
63
5,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
4
1,900
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
540
540
GasA
Gd
N
FuseA
889
551
0
1,440
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,940
Unf
1
352
Fa
TA
Y
0
0
77
0
0
0
null
null
null
0
4
2,006
WD
Normal
79,000
2,663
902,328,100
75
RM
65
8,850
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
7
6
1,916
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
815
815
GasA
Ex
Y
SBrkr
815
875
0
1,690
0
0
1
0
3
1
TA
7
Typ
1
Gd
Detchd
1,916
Unf
1
225
TA
TA
Y
0
0
330
0
0
0
null
null
null
0
7
2,006
ConLw
Normal
144,000
2,664
902,329,070
70
RM
60
3,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
7
1,910
1,993
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
684
684
GasA
Ex
N
FuseA
684
684
0
1,368
0
0
1
0
3
1
TA
7
Typ
0
null
Detchd
1,930
Unf
1
216
TA
Fa
N
0
158
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
114,504
2,665
902,329,090
70
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
7
1,920
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
596
596
GasA
Ex
Y
SBrkr
998
764
0
1,762
1
0
1
1
4
1
Gd
8
Typ
0
null
Detchd
1,989
Unf
2
576
TA
TA
N
36
0
221
0
0
0
null
null
null
0
10
2,006
WD
Normal
157,000
2,666
902,400,090
30
RM
84
11,340
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
5
1,923
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,200
1,200
GasA
TA
Y
FuseA
1,200
0
0
1,200
0
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,923
Unf
1
312
Fa
Fa
Y
0
0
228
0
0
0
null
null
null
0
3
2,006
WD
Family
125,000
2,667
902,400,110
75
RM
90
22,950
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
2.5Fin
10
9
1,892
1,993
Gable
WdShngl
Wd Sdng
Wd Sdng
null
0
Gd
Gd
BrkTil
TA
TA
Mn
Unf
0
Unf
0
1,107
1,107
GasA
Ex
Y
SBrkr
1,518
1,518
572
3,608
0
0
2
1
4
1
Ex
12
Typ
2
TA
Detchd
1,993
Unf
3
840
Ex
TA
Y
0
260
0
0
410
0
null
GdPrv
null
0
6
2,006
WD
Normal
475,000
2,668
902,401,090
90
RM
33
5,976
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
2Story
5
7
1,920
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Gd
N
FuseA
624
624
0
1,248
0
0
2
0
2
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
N
0
130
256
0
0
0
null
null
null
0
12
2,006
WD
Normal
93,500
2,669
902,406,030
20
RM
65
9,750
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
5
1,958
1,958
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
960
960
GasA
Ex
Y
SBrkr
960
0
0
960
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
2,002
Unf
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
Gar2
4,500
7
2,006
WD
Normal
125,000
2,670
902,456,015
50
C (all)
63
4,761
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Unf
3
3
1,918
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
BrkTil
TA
Fa
No
Unf
0
Unf
0
1,020
1,020
GasA
Fa
N
FuseP
1,020
0
0
1,020
0
0
1
0
2
1
Fa
5
Typ
0
null
null
null
null
0
0
null
null
N
0
0
105
0
0
0
null
null
null
0
10
2,006
ConLD
Normal
64,500
2,671
903,200,050
30
RL
null
7,446
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Norm
1Fam
1Story
4
5
1,941
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
Rec
266
Unf
0
522
788
GasA
TA
Y
FuseA
788
0
0
788
0
0
1
0
2
1
TA
4
Typ
2
TA
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
GdWo
null
0
4
2,006
WD
Abnorml
100,000
2,672
903,202,120
50
RL
65
6,435
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Norm
1Fam
1.5Fin
6
5
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
972
972
GasA
Gd
Y
SBrkr
972
605
0
1,577
0
0
1
0
3
1
Fa
6
Typ
1
Gd
Detchd
1,939
Unf
1
312
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
140,200
2,673
903,206,160
70
RL
69
11,737
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
6
7
1,924
1,996
Gambrel
CompShg
BrkComm
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
848
848
GasW
TA
N
SBrkr
1,017
810
0
1,827
0
0
1
0
2
1
TA
9
Typ
1
Gd
Detchd
1,943
Unf
1
240
Fa
TA
Y
27
36
42
0
0
0
null
GdPrv
null
0
5
2,006
WD
Normal
202,500
2,674
903,225,090
50
RM
50
5,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Feedr
Norm
1Fam
1.5Fin
6
7
1,947
1,950
Gable
CompShg
CemntBd
CmentBd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
399
Unf
0
605
1,004
GasA
Ex
Y
SBrkr
1,004
660
0
1,664
0
0
2
0
3
1
TA
7
Typ
2
Gd
Detchd
1,950
Unf
2
420
TA
TA
Y
0
24
36
0
0
0
null
null
null
0
10
2,006
WD
Normal
159,000
2,675
903,229,040
190
RM
65
7,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
2fmCon
1.5Fin
5
7
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
Mn
Rec
507
Unf
0
286
793
GasA
TA
Y
SBrkr
793
325
0
1,118
1
0
1
0
3
1
TA
5
Typ
1
Gd
Detchd
1,939
Unf
2
410
TA
TA
Y
0
0
0
0
271
0
null
MnPrv
null
0
5
2,006
WD
Normal
119,900
2,676
903,231,070
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,934
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
816
816
GasA
TA
Y
SBrkr
816
0
360
1,176
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,985
Unf
2
528
TA
TA
Y
112
0
0
0
0
0
null
MnPrv
Shed
400
9
2,006
WD
Normal
114,500
2,677
903,231,190
50
RM
null
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
4
1,936
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Gd
TA
No
Unf
0
Unf
0
896
896
GasA
Gd
Y
FuseA
896
448
0
1,344
0
0
1
0
3
1
TA
7
Typ
0
null
Detchd
1,936
Unf
1
240
Fa
TA
Y
200
114
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
115,000
2,678
903,231,220
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
3
5
1,930
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
Gd
TA
CBlock
TA
TA
No
Rec
347
Unf
0
381
728
GasA
Ex
Y
SBrkr
728
434
0
1,162
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,930
Unf
1
258
Fa
Po
Y
0
24
0
0
0
0
null
null
null
0
11
2,006
ConLI
Abnorml
75,000
2,679
903,231,240
30
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
7
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
489
Unf
0
279
768
GasA
TA
N
SBrkr
1,015
0
0
1,015
0
0
1
0
3
1
TA
6
Min1
0
null
Detchd
1,925
Unf
1
450
TA
TA
Y
0
0
112
0
120
0
null
MnPrv
Shed
620
7
2,006
WD
Abnorml
88,000
2,680
903,232,170
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
4
5
1,947
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
N
SBrkr
672
240
0
912
0
0
1
0
2
1
TA
3
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
80,500
2,681
903,233,100
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
6
1,928
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,042
1,042
GasA
Ex
Y
SBrkr
1,042
534
0
1,576
0
0
1
0
3
1
TA
8
Typ
1
Gd
Detchd
1,928
Unf
1
225
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,006
WD
Family
149,000
2,682
903,233,220
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
7
1,930
1,984
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
741
741
GasA
Gd
Y
SBrkr
741
583
0
1,324
0
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,930
Unf
1
180
Fa
TA
Y
0
0
55
0
0
0
null
null
null
0
2
2,006
WD
Normal
110,000
2,683
903,234,030
30
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
6
6
1,925
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
TA
No
BLQ
397
Unf
0
706
1,103
GasA
Gd
Y
SBrkr
1,103
0
0
1,103
0
0
1
0
2
1
Gd
5
Typ
1
Gd
Detchd
1,976
Unf
2
440
TA
TA
Y
166
120
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
110,500
2,684
903,235,020
30
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
7
1,921
1,950
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
616
Unf
0
0
616
GasA
Gd
Y
SBrkr
616
0
0
616
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,921
Unf
1
205
TA
TA
Y
0
0
129
0
0
0
null
null
null
0
6
2,006
WD
Normal
89,000
2,685
903,236,200
45
RM
58
6,380
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
5
6
1,922
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
993
993
GasA
TA
Y
FuseA
1,048
0
0
1,048
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,922
Unf
1
280
TA
TA
Y
0
0
116
0
0
0
null
null
null
0
8
2,006
WD
Normal
113,000
2,686
903,400,030
30
RL
50
11,672
Pave
Pave
IR2
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
5
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
TA
Y
FuseA
816
0
0
816
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,925
Unf
1
210
Fa
Fa
N
168
0
112
0
0
0
null
null
null
0
7
2,006
WD
Normal
109,000
2,687
903,425,190
50
RM
90
33,120
Pave
null
IR3
Lvl
AllPub
Inside
Gtl
OldTown
RRAn
Feedr
1Fam
1.5Fin
6
5
1,962
1,962
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,595
1,595
GasA
TA
Y
SBrkr
1,611
875
0
2,486
0
0
2
0
5
1
TA
8
Typ
1
Gd
Detchd
1,962
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
220,000
2,688
903,425,340
190
RL
60
9,873
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Norm
2fmCon
1Story
4
5
1,970
1,970
Gable
CompShg
HdBoard
HdBoard
BrkFace
160
TA
TA
CBlock
TA
TA
Av
ALQ
789
Unf
0
171
960
GasW
TA
N
SBrkr
960
0
0
960
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,970
Unf
2
576
TA
TA
Y
0
288
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
129,000
2,689
903,430,090
50
RM
59
5,310
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Feedr
Norm
1Fam
1.5Fin
6
8
1,910
2,003
Hip
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
Fa
No
Unf
0
Unf
0
485
485
GasA
Gd
Y
SBrkr
1,001
634
0
1,635
0
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,950
Unf
1
255
Fa
TA
Y
394
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
117,000
2,690
903,430,130
30
RM
153
4,118
Pave
Grvl
IR1
Bnk
AllPub
Corner
Mod
OldTown
Feedr
Norm
1Fam
1Story
4
4
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
693
693
Grav
Fa
N
FuseA
693
0
0
693
0
0
1
0
2
1
Fa
4
Typ
0
null
null
null
null
0
0
null
null
N
0
20
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
52,500
2,691
903,451,050
50
RM
60
10,320
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
5
1,924
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
596
596
GasA
Po
Y
FuseF
834
596
0
1,430
0
0
2
0
3
1
Fa
7
Typ
0
null
Detchd
1,924
Unf
2
370
Fa
Fa
Y
218
0
0
0
210
0
null
null
null
0
10
2,006
WD
Abnorml
107,000
2,692
903,452,090
70
RM
60
7,518
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
5
8
1,910
2,004
Gable
CompShg
AsbShng
Plywood
null
0
Fa
Gd
BrkTil
Fa
Fa
No
Unf
0
Unf
0
396
396
GasA
Gd
Y
SBrkr
665
665
0
1,330
0
0
1
0
3
1
TA
7
Typ
0
null
Detchd
2,001
Unf
1
390
TA
TA
N
0
72
45
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
116,500
2,693
903,454,020
30
RM
50
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
5
4
1,919
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
610
610
GasA
Ex
N
FuseA
819
0
0
819
0
0
1
0
2
1
Gd
4
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
9
2,006
WD
Abnorml
72,000
2,694
903,454,080
50
RM
50
8,600
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
6
1,937
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
780
780
GasA
TA
Y
SBrkr
780
596
0
1,376
0
0
2
0
3
1
TA
7
Typ
1
Gd
Detchd
1,937
Unf
1
198
TA
TA
N
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
119,500
2,695
903,455,090
50
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
5
6
1,938
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
803
803
GasA
Ex
Y
SBrkr
803
557
0
1,360
0
0
1
1
2
1
Gd
6
Typ
0
null
Detchd
1,951
Unf
1
297
TA
TA
Y
0
65
190
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
125,500
2,696
903,456,060
30
RM
60
9,786
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
3
4
1,922
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
1,007
1,007
GasA
Fa
N
SBrkr
1,077
0
0
1,077
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,922
Unf
1
210
TA
Fa
P
0
100
48
0
0
0
null
null
null
0
5
2,006
WD
Normal
91,000
2,697
903,456,090
190
RM
60
6,780
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
2fmCon
1.5Fin
6
8
1,935
1,982
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
CBlock
TA
TA
Av
GLQ
490
Unf
0
30
520
GasA
Gd
N
SBrkr
520
0
234
754
1
0
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
53
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
84,500
2,698
903,458,010
30
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
6
6
1,930
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
343
Unf
0
641
984
GasA
TA
Y
FuseF
984
0
0
984
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,930
Unf
1
308
TA
TA
N
0
0
164
0
0
0
null
null
null
0
3
2,006
ConLI
Family
90,000
2,699
904,100,030
50
RL
82
12,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1.5Fin
5
5
1,951
1,951
Gable
CompShg
HdBoard
HdBoard
Stone
41
TA
Fa
CBlock
TA
TA
No
BLQ
329
Unf
0
477
806
GasA
TA
Y
SBrkr
1,081
341
0
1,422
1
0
1
0
3
1
TA
7
Typ
1
TA
Detchd
1,951
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
6
2,006
WD
Normal
137,500
2,700
904,100,090
90
RL
120
11,136
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Feedr
Duplex
1Story
6
5
1,964
1,964
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,921
1,921
GasA
TA
Y
SBrkr
1,921
0
0
1,921
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,964
Unf
2
576
TA
TA
Y
0
180
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
150,000