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
301
909,475,140
20
RL
100
15,602
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
7
8
1,959
1,997
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,247
Unf
0
254
1,501
GasA
TA
Y
SBrkr
1,801
0
0
1,801
1
0
2
0
1
1
TA
6
Typ
2
TA
Attchd
1,959
Fin
2
484
TA
TA
Y
0
54
0
0
161
0
null
GdWo
null
0
3
2,010
WD
Normal
289,000
302
910,202,060
50
RM
40
5,436
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
8
1,922
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
BLQ
735
Unf
0
61
796
GasA
Gd
Y
SBrkr
796
358
0
1,154
1
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,922
Unf
1
240
TA
TA
N
0
96
0
0
0
0
null
MnPrv
null
0
5
2,010
WD
Normal
125,500
303
910,203,250
30
RM
58
8,154
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
2
5
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
480
Unf
0
0
480
GasA
TA
Y
SBrkr
540
0
0
540
0
0
1
0
1
1
TA
4
Typ
0
null
Detchd
1,951
Unf
1
200
Fa
Fa
N
0
0
0
0
0
0
null
null
null
0
4
2,010
ConLw
Normal
82,000
304
910,205,120
50
RM
50
9,140
Pave
null
Reg
HLS
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
5
1,921
1,975
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
Mn
BLQ
308
Unf
0
321
629
GasA
Fa
Y
SBrkr
727
380
0
1,107
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,950
Unf
1
625
TA
TA
Y
0
56
0
0
200
0
null
MnPrv
null
0
4
2,010
COD
Normal
110,000
305
911,128,180
50
C (all)
60
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
4
1,920
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
698
698
GasA
TA
Y
FuseA
698
430
0
1,128
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,980
RFn
2
528
TA
TA
Y
30
0
164
0
0
0
null
null
null
0
4
2,010
COD
Abnorml
68,400
306
911,202,100
50
C (all)
66
8,712
Pave
Pave
Reg
HLS
AllPub
Inside
Mod
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
7
1,900
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
Stone
TA
TA
Mn
Unf
0
Unf
0
859
859
GasA
Gd
Y
SBrkr
859
319
0
1,178
0
0
1
0
2
1
TA
7
Typ
0
null
Detchd
1,964
RFn
1
384
TA
TA
N
68
0
98
0
0
0
null
null
null
0
1
2,010
WD
Abnorml
102,776
307
911,204,090
20
C (all)
66
8,712
Grvl
null
Reg
Bnk
AllPub
Inside
Mod
IDOTRR
Norm
Norm
1Fam
1Story
5
5
1,952
1,952
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
540
540
GasA
TA
N
FuseA
1,044
0
0
1,044
0
0
1
0
2
1
Fa
4
Typ
0
null
Basment
1,952
Unf
2
504
TA
TA
N
0
0
0
0
0
0
null
null
Shed
54
6
2,010
WD
Alloca
55,993
308
911,204,100
30
C (all)
66
8,712
Grvl
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
7
1,896
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
CBlock
TA
TA
No
Unf
0
Unf
0
756
756
GasA
Gd
Y
SBrkr
952
0
0
952
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,896
RFn
1
330
TA
TA
N
0
0
265
0
0
0
null
null
null
0
6
2,010
WD
Alloca
50,138
309
911,370,510
120
RM
44
3,811
Pave
null
IR1
HLS
AllPub
Corner
Mod
Crawfor
Artery
Norm
TwnhsE
1Story
8
5
2,004
2,005
Hip
CompShg
CemntBd
CmentBd
Stone
186
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,373
Unf
0
221
1,594
GasA
Ex
Y
SBrkr
1,646
0
0
1,646
1
1
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,004
Fin
2
525
TA
TA
Y
128
53
0
0
155
0
null
null
null
0
5
2,010
WD
Normal
246,000
310
914,467,040
60
RL
85
11,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
8
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
615
Unf
0
434
1,049
GasA
Ex
Y
SBrkr
1,036
880
0
1,916
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,998
Unf
3
741
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
254,900
311
914,475,090
80
RL
74
9,620
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
6
7
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
679
Unf
0
564
1,243
GasA
TA
Y
SBrkr
1,285
0
0
1,285
0
1
2
0
3
1
Gd
6
Typ
1
Fa
Attchd
1,977
Unf
2
473
TA
TA
Y
375
26
0
0
0
0
null
GdPrv
Shed
80
5
2,010
WD
Normal
190,000
312
914,476,520
20
RL
129
9,196
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,560
1,560
GasA
Ex
Y
SBrkr
1,560
0
0
1,560
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,003
Fin
2
573
TA
TA
Y
100
150
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
201,000
313
914,478,045
80
RL
null
12,328
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
6
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
335
TA
TA
CBlock
TA
TA
Av
GLQ
539
Unf
0
473
1,012
GasA
TA
Y
SBrkr
1,034
0
0
1,034
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,976
Unf
3
888
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
169,900
314
914,478,110
90
RL
null
12,760
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
1Story
6
5
1,976
1,976
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,958
1,958
GasA
TA
Y
SBrkr
2,048
0
0
2,048
0
0
3
0
5
2
TA
9
Typ
0
null
2Types
1,976
Unf
2
776
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
ConLD
Normal
170,000
315
916,125,360
20
RL
null
57,200
Pave
null
IR1
Bnk
AllPub
Inside
Sev
Timber
Norm
Norm
1Fam
1Story
5
5
1,948
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
353
Rec
334
60
747
GasA
TA
Y
SBrkr
1,687
0
0
1,687
1
0
1
0
3
1
TA
7
Min1
2
TA
Detchd
1,966
Unf
2
572
TA
TA
N
0
0
50
0
0
0
null
null
null
0
6
2,010
WD
Normal
160,000
316
916,386,010
20
RL
88
11,896
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
7
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
60
Gd
TA
PConc
Gd
TA
No
GLQ
78
Unf
0
1,258
1,336
GasA
Ex
Y
SBrkr
1,346
0
0
1,346
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,008
Fin
3
660
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
220,000
317
916,386,020
20
RL
73
9,803
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
7
5
2,009
2,010
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,214
1,214
GasA
Ex
Y
SBrkr
1,214
0
0
1,214
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,010
RFn
2
520
TA
TA
Y
0
25
0
0
0
0
null
null
null
0
1
2,010
New
Partial
179,781
318
916,386,060
60
RL
73
9,802
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
5
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
384
384
GasA
Gd
Y
SBrkr
744
700
0
1,444
0
0
2
1
3
1
TA
7
Typ
0
null
BuiltIn
2,007
Fin
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
174,000
319
916,386,090
60
RL
92
12,003
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
8
5
2,009
2,010
Gable
CompShg
VinylSd
VinylSd
BrkFace
84
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
774
774
GasA
Ex
Y
SBrkr
774
1,194
0
1,968
0
0
2
1
4
1
Ex
8
Typ
1
Gd
BuiltIn
2,009
Fin
3
680
TA
TA
Y
0
75
0
0
0
0
null
null
null
0
5
2,010
New
Partial
269,500
320
916,455,170
60
RL
80
11,316
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
7
5
2,002
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
44
Gd
TA
PConc
Gd
TA
No
GLQ
624
Unf
0
193
817
GasA
Ex
Y
SBrkr
824
1,070
0
1,894
1
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,002
Fin
2
510
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
214,900
321
916,475,110
60
RL
85
14,191
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
967
967
GasA
Ex
Y
SBrkr
993
915
0
1,908
0
0
2
1
4
1
Gd
9
Typ
0
null
Attchd
2,002
Fin
2
431
TA
TA
Y
135
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
202,900
322
921,128,020
20
RL
89
13,214
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,008
2,009
Hip
CompShg
Stucco
CmentBd
null
0
Ex
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
2,002
2,002
GasA
Ex
Y
SBrkr
2,018
0
0
2,018
0
0
2
0
3
1
Ex
10
Typ
1
Gd
Attchd
2,009
Fin
3
746
TA
TA
Y
144
76
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
378,500
323
923,201,020
20
RL
85
15,300
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,965
1,977
Hip
CompShg
Plywood
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
42
Unf
0
1,026
1,068
GasA
TA
Y
SBrkr
1,264
0
0
1,264
1
0
1
0
2
1
TA
7
Typ
1
TA
Attchd
1,965
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
169,000
324
923,202,105
20
RL
93
10,114
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,430
1,430
GasA
Ex
Y
SBrkr
1,430
0
0
1,430
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,004
RFn
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
173,500
325
923,204,150
90
RL
94
9,400
Pave
null
Reg
Low
AllPub
Corner
Gtl
Mitchel
Norm
Norm
Duplex
2Story
6
5
1,971
1,971
Mansard
CompShg
MetalSd
Wd Shng
null
0
TA
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
912
912
GasA
TA
Y
SBrkr
912
912
0
1,824
0
0
2
2
4
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
Y
128
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
139,000
326
923,205,015
20
RL
null
11,875
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,344
1,344
GasA
Ex
Y
SBrkr
1,344
0
0
1,344
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
2,001
Unf
2
686
TA
TA
Y
328
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
166,500
327
923,225,300
160
RM
null
1,974
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
4
5
1,973
1,973
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
334
Unf
0
212
546
GasA
TA
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,973
RFn
1
286
TA
TA
Y
120
96
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
83,500
328
923,225,390
120
RM
31
2,394
Pave
null
Reg
Low
AllPub
Inside
Mod
MeadowV
Norm
Norm
Twnhs
1Story
5
6
1,973
1,973
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
915
Unf
0
30
945
GasA
Ex
Y
SBrkr
945
0
0
945
1
1
1
0
2
1
TA
5
Typ
1
Po
Attchd
1,973
RFn
1
253
TA
TA
Y
174
0
56
0
108
0
null
null
null
0
5
2,010
WD
Normal
119,500
329
923,225,440
160
RM
36
2,592
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
5
3
1,976
1,976
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
No
Rec
129
BLQ
232
175
536
GasA
TA
Y
SBrkr
536
576
0
1,112
0
0
1
1
3
1
TA
4
Typ
0
null
Attchd
1,976
Unf
1
336
TA
TA
Y
182
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
85,000
330
923,226,250
160
RM
21
1,476
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
2Story
4
7
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
176
Unf
0
370
546
GasA
Ex
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
200
26
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
76,000
331
923,226,320
180
RM
21
1,491
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
SFoyer
4
6
1,972
1,972
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Av
LwQ
150
GLQ
480
0
630
GasA
Ex
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
TA
3
Typ
0
null
null
null
null
0
0
null
null
Y
96
24
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
75,500
332
923,228,270
160
RM
21
1,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
4
4
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
546
546
GasA
Ex
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
88,250
333
923,228,370
160
RM
21
1,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
4
6
1,972
1,972
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Rec
294
Unf
0
252
546
GasA
TA
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,972
Unf
1
286
TA
TA
Y
0
0
64
0
0
0
null
null
null
0
6
2,010
WD
Normal
85,500
334
923,230,190
20
RL
50
6,953
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,971
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
469
Unf
0
395
864
GasA
Ex
Y
SBrkr
874
0
0
874
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,971
Unf
1
352
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
ConLD
Normal
130,000
335
923,251,080
20
RL
null
26,142
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,962
1,962
Gable
CompShg
HdBoard
HdBoard
BrkFace
189
TA
TA
CBlock
TA
TA
No
Rec
593
Unf
0
595
1,188
GasA
TA
Y
SBrkr
1,188
0
0
1,188
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,962
Unf
1
312
TA
TA
P
261
39
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
157,900
336
923,276,030
20
RL
76
12,887
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,984
1,984
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
Mn
Rec
207
GLQ
590
36
833
GasA
TA
Y
SBrkr
833
0
0
833
1
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,984
Unf
2
495
TA
TA
Y
431
0
0
0
0
0
null
MnPrv
null
0
4
2,010
WD
Normal
149,900
337
923,276,250
90
RL
70
7,700
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
2Story
5
2
1,985
1,986
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Po
PConc
TA
TA
No
Unf
0
Unf
0
1,216
1,216
GasA
Gd
Y
SBrkr
1,216
1,216
0
2,432
0
0
4
2
4
2
TA
10
Typ
0
null
Attchd
1,985
Unf
2
616
TA
Fa
Y
200
0
0
0
0
0
null
null
Shed
600
2
2,010
WD
Normal
159,000
338
923,426,070
60
RL
63
10,475
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
5
5
1,991
1,991
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Rec
458
Unf
0
166
624
GasA
Gd
Y
SBrkr
624
650
0
1,274
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,993
Unf
2
576
TA
TA
Y
22
0
0
0
0
0
null
GdWo
null
0
3
2,010
WD
Normal
136,000
339
924,100,050
50
RL
68
10,544
Pave
null
IR1
Lvl
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
1.5Fin
5
5
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
476
Unf
0
388
864
GasA
TA
Y
SBrkr
864
615
0
1,479
0
0
2
0
5
1
TA
8
Typ
0
null
Attchd
1,969
Fin
1
275
TA
TA
Y
287
0
280
0
0
0
null
null
null
0
4
2,010
WD
Normal
161,000
340
924,151,040
20
RL
76
9,892
Pave
null
Reg
Lvl
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
1Story
8
5
1,994
1,995
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
Gd
Gd
GLQ
1,341
LwQ
284
54
1,679
GasA
Ex
Y
SBrkr
1,803
0
0
1,803
1
1
2
1
3
1
Gd
6
Typ
2
TA
Attchd
1,994
Unf
2
482
TA
TA
Y
129
64
222
0
0
0
null
GdWo
null
0
2
2,010
WD
Normal
285,000
341
924,152,030
60
RL
74
12,961
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
6
5
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
TA
Mn
GLQ
944
Unf
0
208
1,152
GasA
Ex
Y
SBrkr
1,152
645
0
1,797
1
0
2
1
3
1
Gd
7
Typ
1
Fa
Attchd
1,993
Fin
2
616
TA
TA
Y
162
312
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
231,000
342
526,302,110
20
RL
74
13,008
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,956
1,956
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
Fa
No
Rec
564
Unf
0
318
882
GasA
TA
Y
SBrkr
882
0
0
882
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,956
Unf
1
502
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
124,500
343
526,351,100
20
RL
85
10,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,974
1,974
Hip
CompShg
Plywood
Plywood
BrkFace
440
TA
TA
CBlock
TA
TA
No
LwQ
844
Unf
0
590
1,434
GasA
TA
Y
SBrkr
1,434
0
0
1,434
1
0
2
0
4
1
TA
7
Typ
1
Gd
Attchd
1,974
RFn
2
528
TA
TA
Y
80
21
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
157,000
344
526,355,080
80
RL
75
13,860
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
8
7
1,972
1,995
Gable
CompShg
Plywood
Wd Sdng
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
1,410
Unf
0
542
1,952
GasA
Gd
Y
SBrkr
2,000
704
0
2,704
1
0
2
1
4
1
Ex
9
Typ
3
TA
Attchd
1,972
Fin
2
538
TA
TA
Y
269
111
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
345,000
345
527,105,070
60
RL
88
10,179
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
847
Unf
0
98
945
GasA
Ex
Y
SBrkr
945
663
0
1,608
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,997
Fin
2
470
TA
TA
Y
252
30
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
189,500
346
527,105,130
60
RL
null
11,792
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
188
Gd
TA
PConc
Gd
TA
Gd
GLQ
850
Unf
0
158
1,008
GasA
Ex
Y
SBrkr
1,008
1,275
0
2,283
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,003
Fin
3
632
TA
TA
Y
120
46
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
270,000
347
527,107,130
80
RL
60
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
1,996
1,997
Gable
CompShg
HdBoard
HdBoard
BrkFace
32
TA
TA
PConc
Gd
TA
No
GLQ
284
Unf
0
100
384
GasA
Gd
Y
SBrkr
958
670
0
1,628
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,996
Fin
2
390
TA
TA
Y
48
72
0
0
0
0
null
null
Shed
490
6
2,009
WD
Normal
189,000
348
527,108,070
20
RL
42
14,892
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
1Story
9
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
160
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,320
Unf
0
426
1,746
GasA
Ex
Y
SBrkr
1,746
0
0
1,746
1
0
2
0
3
1
Ex
7
Typ
2
Gd
Attchd
2,006
Fin
3
758
TA
TA
Y
201
39
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
377,500
349
527,110,020
80
RL
null
8,530
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
1,995
1,996
Gable
CompShg
HdBoard
HdBoard
BrkFace
22
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
384
384
GasA
Gd
Y
SBrkr
804
670
0
1,474
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,995
Fin
2
400
TA
TA
Y
120
72
0
0
0
0
null
null
Shed
700
5
2,009
WD
Normal
168,500
350
527,127,100
120
RL
28
7,296
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
2,004
2,005
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Ex
TA
Av
GLQ
1,965
Unf
0
243
2,208
GasA
Ex
Y
SBrkr
2,522
0
0
2,522
1
0
2
0
1
1
Gd
8
Typ
1
Gd
Attchd
2,004
Fin
2
564
TA
TA
Y
182
57
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
375,000
351
527,131,030
120
RL
40
5,664
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
2,000
2,000
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,158
Unf
0
343
1,501
GasA
Ex
Y
SBrkr
1,659
0
0
1,659
1
0
2
0
2
1
Ex
5
Typ
1
Ex
Attchd
2,000
Fin
2
499
TA
TA
Y
212
59
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
278,000
352
527,132,090
120
RL
61
7,380
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
1Fam
1Story
8
5
1,998
1,998
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
341
Unf
0
1,077
1,418
GasA
Ex
Y
SBrkr
1,478
0
0
1,478
1
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,998
Fin
2
495
TA
TA
Y
168
43
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
240,000
353
527,146,010
120
RL
57
8,013
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,995
1,996
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
741
Unf
0
846
1,587
GasA
Ex
Y
SBrkr
1,734
0
0
1,734
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
1,995
RFn
2
528
TA
TA
Y
52
50
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
239,500
354
527,161,040
80
RL
57
8,923
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
189
Unf
0
195
384
GasA
Gd
Y
SBrkr
751
631
0
1,382
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,998
Fin
2
396
TA
TA
Y
256
0
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
177,500
355
527,162,110
60
RL
74
10,141
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
40
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
832
832
GasA
Gd
Y
SBrkr
885
833
0
1,718
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,998
Fin
2
427
TA
TA
Y
0
94
0
0
291
0
null
null
null
0
12
2,009
WD
Normal
185,000
356
527,162,120
60
RL
60
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
476
Unf
0
476
952
GasA
Gd
Y
SBrkr
952
684
0
1,636
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,998
Fin
2
440
TA
TA
Y
0
84
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
191,000
357
527,163,040
60
RL
59
7,837
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
7
1,993
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
799
799
GasA
Gd
Y
SBrkr
799
772
0
1,571
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,993
RFn
2
380
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
178,000
358
527,163,070
60
RL
null
9,765
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
8
1,993
1,993
Gable
CompShg
VinylSd
VinylSd
BrkFace
68
Ex
Gd
PConc
Gd
Gd
No
ALQ
310
Unf
0
370
680
GasA
Gd
Y
SBrkr
680
790
0
1,470
0
0
2
1
3
1
TA
6
Typ
1
TA
BuiltIn
1,993
Fin
2
420
TA
TA
Y
232
63
0
0
0
0
null
null
Shed
480
4
2,009
WD
Normal
185,000
359
527,163,130
60
RL
null
8,803
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,994
1,995
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
GLQ
600
Unf
0
107
707
GasA
Gd
Y
SBrkr
707
809
0
1,516
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,994
Fin
2
409
TA
TA
Y
0
46
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
181,316
360
527,164,020
20
RL
58
7,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
5
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
BrkFace
45
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,181
1,181
GasA
Ex
Y
SBrkr
1,190
0
0
1,190
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,993
Unf
2
430
TA
TA
Y
0
21
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
166,000
361
527,164,060
60
RL
null
9,636
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,992
1,993
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
808
808
GasA
Gd
Y
SBrkr
808
785
0
1,593
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,993
RFn
2
389
TA
TA
Y
342
40
0
0
0
0
null
MnPrv
null
0
12
2,009
WD
Normal
178,000
362
527,164,090
60
RL
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,994
1,995
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
702
702
GasA
Gd
Y
SBrkr
702
779
0
1,481
0
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,994
Fin
2
343
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
174,000
363
527,165,130
20
RL
null
9,248
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
6
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
BrkFace
106
TA
TA
PConc
Gd
TA
No
GLQ
560
Unf
0
598
1,158
GasA
Gd
Y
SBrkr
1,167
0
0
1,167
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,992
RFn
2
400
TA
TA
Y
120
26
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
173,000
364
527,166,010
60
RL
null
10,762
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
344
Gd
TA
PConc
Gd
TA
No
GLQ
694
Unf
0
284
978
GasA
Ex
Y
SBrkr
1,005
978
0
1,983
0
0
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,999
Fin
2
490
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
225,000
365
527,180,100
20
RL
99
11,851
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
5
1,990
1,990
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,424
1,424
GasA
Ex
Y
SBrkr
1,442
0
0
1,442
0
0
2
0
3
1
TA
5
Typ
0
null
Attchd
1,990
RFn
2
500
TA
TA
Y
0
34
0
508
0
0
null
null
null
0
5
2,009
WD
Normal
180,500
366
527,182,110
120
RL
null
5,814
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,984
1,984
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
CBlock
Gd
TA
Av
GLQ
1,036
Unf
0
184
1,220
GasA
Gd
Y
SBrkr
1,360
0
0
1,360
1
0
1
0
1
1
Gd
4
Typ
1
Ex
Attchd
1,984
RFn
2
565
TA
TA
Y
63
0
0
0
0
0
null
null
null
0
8
2,009
COD
Abnorml
187,500
367
527,214,050
20
RL
63
17,423
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
1Story
9
5
2,008
2,009
Hip
CompShg
VinylSd
VinylSd
Stone
748
Ex
TA
PConc
Ex
TA
No
GLQ
1,904
Unf
0
312
2,216
GasA
Ex
Y
SBrkr
2,234
0
0
2,234
1
0
2
0
1
1
Ex
9
Typ
1
Gd
Attchd
2,009
Fin
3
1,166
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
7
2,009
New
Partial
501,837
368
527,254,020
20
RL
80
11,844
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
464
Gd
TA
PConc
Ex
TA
Mn
Unf
0
Unf
0
2,046
2,046
GasA
Ex
Y
SBrkr
2,046
0
0
2,046
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,008
Fin
3
834
TA
TA
Y
322
82
0
0
0
0
null
null
null
0
7
2,009
New
Partial
372,500
369
527,258,020
20
RL
124
16,158
Pave
null
IR1
Low
AllPub
Inside
Mod
StoneBr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Hip
CompShg
VinylSd
VinylSd
Stone
16
Gd
TA
PConc
Ex
TA
Av
ALQ
1,274
Unf
0
256
1,530
GasA
Ex
Y
SBrkr
1,530
0
0
1,530
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
430
TA
TA
Y
168
36
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
260,000
370
527,276,160
60
RL
85
11,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
5
6
1,977
1,977
Gable
CompShg
HdBoard
Wd Sdng
BrkFace
157
TA
TA
PConc
Gd
TA
No
ALQ
400
Unf
0
722
1,122
GasA
Ex
Y
SBrkr
946
988
0
1,934
1
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,977
Unf
2
567
TA
TA
P
0
176
0
0
200
0
null
null
null
0
7
2,009
WD
Normal
185,000
371
527,301,320
60
RL
94
13,005
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
7
1,980
1,980
Gable
CompShg
CemntBd
CmentBd
BrkFace
278
Gd
TA
CBlock
Gd
TA
No
GLQ
692
Unf
0
153
845
GasA
TA
Y
SBrkr
1,153
1,200
0
2,353
1
0
2
1
4
1
Ex
10
Typ
1
TA
Attchd
1,983
RFn
2
484
TA
TA
Y
288
195
0
0
0
0
null
GdPrv
null
0
8
2,009
WD
Normal
260,000
372
527,302,175
20
RL
48
17,043
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,979
1,998
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
Gd
Fa
No
Unf
0
Unf
0
1,362
1,362
GasA
TA
Y
SBrkr
1,586
0
0
1,586
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,979
Unf
2
435
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
181,000
373
527,326,040
20
RL
85
11,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,977
1,977
Hip
CompShg
Plywood
Plywood
BrkFace
209
TA
Gd
CBlock
TA
TA
No
ALQ
822
Unf
0
564
1,386
GasA
TA
Y
SBrkr
1,411
0
0
1,411
0
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,977
Fin
2
544
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
4
2,009
WD
Family
82,500
374
527,326,150
20
RL
null
16,635
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,977
2,000
Gable
CompShg
CemntBd
CmentBd
Stone
126
Gd
TA
CBlock
Gd
TA
No
ALQ
1,246
Unf
0
356
1,602
GasA
Gd
Y
SBrkr
1,602
0
0
1,602
0
1
2
0
3
1
Gd
8
Typ
1
TA
Attchd
1,977
Fin
2
529
TA
TA
Y
240
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
215,000
375
527,352,150
60
RL
null
13,250
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
RRNn
Norm
1Fam
2Story
7
6
1,978
1,978
Gable
CompShg
HdBoard
HdBoard
BrkFace
256
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
832
832
GasA
TA
Y
SBrkr
1,154
896
0
2,050
0
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,978
RFn
2
529
TA
TA
Y
192
192
0
0
0
0
null
null
null
0
5
2,009
WD
Abnorml
154,000
376
527,353,020
20
RL
80
10,928
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,978
1,986
Gable
CompShg
VinylSd
VinylSd
BrkFace
101
TA
TA
PConc
TA
TA
No
LwQ
363
Unf
0
1,064
1,427
GasA
TA
Y
SBrkr
1,671
0
0
1,671
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,978
RFn
2
484
TA
TA
Y
252
55
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
200,000
377
527,353,060
60
RL
null
12,388
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
7
1,980
1,991
Gable
CompShg
Plywood
Plywood
BrkFace
229
TA
TA
CBlock
Gd
TA
No
ALQ
602
Unf
0
441
1,043
GasA
TA
Y
SBrkr
1,539
1,134
0
2,673
0
0
2
1
4
1
Gd
9
Typ
1
TA
BuiltIn
1,980
RFn
2
441
TA
TA
Y
178
84
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
249,000
378
527,354,100
80
RL
null
14,115
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
7
5
1,980
1,980
Gable
CompShg
Plywood
Plywood
BrkFace
225
TA
TA
CBlock
Gd
TA
Av
GLQ
1,036
Unf
0
336
1,372
GasA
TA
Y
SBrkr
1,472
0
0
1,472
1
0
2
0
3
1
TA
6
Typ
2
TA
Attchd
1,980
Unf
2
588
TA
TA
Y
233
48
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
187,500
379
527,354,200
20
RL
80
11,088
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,978
1,998
Gable
CompShg
HdBoard
HdBoard
BrkFace
144
TA
TA
PConc
TA
TA
No
ALQ
832
Unf
0
308
1,140
GasA
Gd
Y
SBrkr
1,707
0
0
1,707
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,978
Fin
2
479
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
184,000
380
527,355,150
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosN
Norm
1Fam
1Story
8
5
1,981
1,981
Hip
WdShngl
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
1,104
Unf
0
1,420
2,524
GasA
TA
Y
SBrkr
2,524
0
0
2,524
1
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
1,981
Fin
2
542
TA
TA
Y
474
120
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
278,000
381
527,356,040
20
RL
82
11,880
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
1Story
7
5
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
206
TA
TA
CBlock
Gd
TA
No
ALQ
704
Unf
0
567
1,271
GasA
TA
Y
SBrkr
1,601
0
0
1,601
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,978
RFn
2
478
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
COD
Abnorml
157,000
382
527,359,050
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
189
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
1,090
1,090
GasA
TA
Y
SBrkr
1,370
0
0
1,370
0
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,976
RFn
2
479
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,009
WD
Family
152,000
383
527,359,180
60
RL
null
10,304
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
PosN
Norm
1Fam
2Story
5
7
1,976
1,976
Gable
CompShg
Plywood
Plywood
BrkFace
44
TA
Gd
CBlock
TA
TA
No
ALQ
381
Unf
0
399
780
GasA
Ex
Y
SBrkr
1,088
780
0
1,868
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,976
Unf
2
484
TA
TA
Y
448
96
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
197,500
384
527,364,030
60
FV
70
7,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
622
Unf
0
304
926
GasA
Ex
Y
SBrkr
1,016
868
0
1,884
1
0
2
1
3
1
Ex
7
Typ
1
Ex
Attchd
2,003
RFn
2
581
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
240,900
385
527,365,030
60
FV
75
8,004
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
2Story
8
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
Stone
110
Gd
TA
PConc
Gd
TA
No
GLQ
544
Unf
0
288
832
GasA
Ex
Y
SBrkr
832
1,103
0
1,935
1
0
2
1
3
1
TA
8
Typ
0
null
BuiltIn
2,009
Fin
2
552
TA
TA
Y
0
150
0
0
0
0
null
null
null
0
12
2,009
New
Partial
263,435
386
527,366,030
60
FV
null
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
RRNn
Norm
1Fam
2Story
8
5
2,000
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,058
1,058
GasA
Ex
Y
SBrkr
1,058
816
0
1,874
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
Fin
2
588
TA
TA
Y
0
134
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
220,000
387
527,368,010
60
FV
null
8,470
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
225
ALQ
276
471
972
GasA
Ex
Y
SBrkr
972
839
0
1,811
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
RFn
2
565
TA
TA
Y
225
48
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
235,000
388
527,375,100
20
RL
null
9,373
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
PosN
Norm
1Fam
1Story
5
7
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
BrkFace
161
TA
TA
CBlock
Gd
TA
Av
ALQ
1,333
LwQ
168
120
1,621
GasA
TA
Y
SBrkr
1,621
0
0
1,621
1
0
2
0
3
1
TA
7
Typ
2
Fa
Attchd
1,975
RFn
2
478
TA
TA
Y
0
0
0
0
490
0
null
null
null
0
6
2,009
WD
Normal
213,000
389
527,375,180
20
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,974
1,974
Hip
CompShg
Plywood
Plywood
BrkFace
196
TA
TA
CBlock
TA
TA
No
ALQ
888
Unf
0
228
1,116
GasA
Ex
Y
SBrkr
1,116
0
0
1,116
1
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,974
RFn
2
528
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
4
2,009
WD
Normal
167,900
390
527,375,210
20
RL
85
11,050
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,975
1,975
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
636
Unf
0
540
1,176
GasA
Fa
Y
SBrkr
1,193
0
0
1,193
0
0
2
0
3
1
TA
5
Typ
1
TA
Attchd
1,975
Unf
2
506
TA
TA
Y
40
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
158,000
391
527,376,100
20
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,974
1,974
Hip
CompShg
HdBoard
HdBoard
BrkFace
174
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
1,064
1,064
GasA
TA
Y
SBrkr
1,350
0
0
1,350
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,974
RFn
2
478
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
165,000
392
527,378,140
80
RL
null
10,448
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
6
6
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
333
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
689
689
GasA
TA
Y
SBrkr
1,378
741
0
2,119
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,972
RFn
2
583
TA
TA
Y
0
104
0
0
0
0
null
GdPrv
null
0
8
2,009
COD
Abnorml
158,000
393
527,401,160
90
RL
60
9,000
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
Duplex
2Story
5
5
1,974
1,974
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
896
896
GasA
TA
Y
SBrkr
896
896
0
1,792
0
0
2
2
4
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
Y
32
45
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
136,000
394
527,402,220
20
RL
null
8,750
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,970
1,970
Gable
CompShg
MetalSd
MetalSd
BrkFace
76
TA
TA
CBlock
TA
TA
No
BLQ
828
Unf
0
174
1,002
GasA
TA
Y
SBrkr
1,002
0
0
1,002
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,973
Unf
2
902
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
148,500
395
527,403,040
20
RL
61
7,930
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,969
2,005
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
GLQ
439
LwQ
472
115
1,026
GasA
Gd
Y
SBrkr
1,026
0
0
1,026
1
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,969
RFn
2
440
TA
TA
Y
171
48
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
156,000
396
527,404,020
20
RL
null
7,830
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,970
1,970
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,180
1,180
GasA
TA
Y
SBrkr
1,180
0
0
1,180
0
0
1
1
2
1
TA
6
Typ
0
null
Attchd
1,970
RFn
2
477
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
3
2,009
COD
Normal
128,000
397
527,404,030
20
RL
null
8,510
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,971
1,971
Gable
CompShg
Plywood
Plywood
BrkFace
178
TA
TA
CBlock
Gd
TA
No
ALQ
500
Unf
0
543
1,043
GasA
Ex
Y
SBrkr
1,050
0
0
1,050
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,971
Unf
1
336
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
143,000
398
527,405,130
20
RL
60
7,038
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,970
1,970
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
726
Unf
0
138
864
GasA
TA
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
2,001
Unf
2
576
TA
TA
Y
210
0
0
0
0
0
null
GdPrv
null
0
9
2,009
WD
Abnorml
76,500
399
527,405,160
20
RL
60
6,960
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
6
1,970
1,970
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
375
BLQ
239
250
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,989
Unf
2
660
TA
TA
Y
96
0
0
0
0
0
null
null
Shed
500
11
2,009
WD
Normal
120,500
400
527,405,180
20
RL
70
8,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
7
1,970
1,970
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
191
Unf
0
673
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,994
Unf
2
463
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
124,500