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
901
908,275,110
20
RL
70
11,767
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Hip
CompShg
HdBoard
HdBoard
BrkFace
259
TA
TA
CBlock
TA
TA
No
Rec
546
Unf
0
604
1,150
GasA
Ex
Y
SBrkr
1,560
0
0
1,560
0
0
1
0
2
1
TA
7
Min1
1
TA
Attchd
1,956
Unf
1
313
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
103,500
902
908,276,150
20
RL
null
8,926
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
3
1,956
1,956
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Ex
Y
FuseA
960
0
0
960
0
0
1
0
3
1
TA
5
Typ
0
null
Basment
1,956
Unf
1
288
TA
TA
Y
64
0
0
0
160
0
null
MnPrv
null
0
10
2,009
COD
Abnorml
112,000
903
909,101,010
50
RL
67
12,354
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
8
1,920
2,000
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
Mn
Unf
0
Unf
0
684
684
GasA
Gd
Y
SBrkr
684
512
0
1,196
0
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
2,005
Unf
2
528
TA
TA
Y
0
46
0
0
0
0
null
GdPrv
Shed
800
8
2,009
ConLI
Normal
110,000
904
909,101,100
50
RL
45
8,212
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
6
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
626
Unf
0
94
720
GasA
Ex
Y
SBrkr
854
444
0
1,298
0
0
1
0
3
1
TA
6
Typ
2
Gd
Detchd
1,940
Unf
1
256
TA
TA
Y
84
0
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
122,000
905
909,101,140
50
RL
60
10,998
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
5
1,941
1,960
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
408
BLQ
420
156
984
GasA
Ex
Y
SBrkr
984
620
0
1,604
0
0
2
0
3
1
TA
6
Min2
0
null
Detchd
1,977
Unf
2
660
TA
TA
Y
0
68
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
117,000
906
909,129,090
50
RH
70
6,300
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
5
4
1,938
1,950
Gable
CompShg
MetalSd
MetalSd
BrkFace
88
TA
TA
PConc
TA
Fa
No
LwQ
832
Unf
0
0
832
GasA
TA
Y
SBrkr
832
436
0
1,268
0
0
1
1
3
1
TA
7
Typ
2
Gd
Basment
1,938
Unf
1
250
TA
TA
Y
0
0
55
0
0
0
null
null
null
0
7
2,009
WD
Abnorml
160,000
907
909,129,100
50
RH
55
4,500
Pave
Pave
IR2
Bnk
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
5
5
1,932
2,000
Gable
CompShg
VinylSd
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Rec
182
Unf
0
611
793
GasA
Ex
Y
SBrkr
848
672
0
1,520
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,968
Unf
1
281
TA
TA
Y
0
0
56
0
0
0
null
null
null
0
7
2,009
WD
Abnorml
159,434
908
909,175,080
30
RL
60
8,400
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1Story
2
5
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
Fa
No
Rec
290
Unf
0
0
290
GasA
TA
N
FuseF
438
0
0
438
0
0
1
0
1
1
Fa
3
Typ
0
null
Detchd
1,930
Unf
1
246
TA
TA
N
0
0
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
60,000
909
909,178,160
50
RL
60
9,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
6
7
1,940
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
778
778
GasA
TA
Y
SBrkr
944
545
0
1,489
0
0
2
0
3
1
TA
7
Typ
1
Gd
Detchd
1,940
Unf
1
240
TA
TA
Y
335
0
0
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
139,500
910
909,179,020
75
RL
102
15,863
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SWISU
Norm
Norm
1Fam
2.5Fin
7
3
1,920
1,970
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
TA
BrkTil
TA
TA
No
GLQ
523
Unf
0
301
824
GasA
Ex
Y
SBrkr
1,687
998
397
3,082
1
0
2
1
5
1
TA
12
Typ
2
TA
Basment
1,970
Fin
2
672
TA
TA
Y
136
63
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
197,000
911
909,250,080
70
RL
43
5,707
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
SWISU
Feedr
Norm
1Fam
2Story
6
6
1,935
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
583
583
GasA
Gd
Y
FuseF
647
595
0
1,242
0
0
1
1
3
1
TA
6
Typ
1
Gd
Detchd
1,926
Unf
1
180
Fa
TA
Y
329
96
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
105,000
912
909,250,220
50
RL
65
7,804
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
4
3
1,928
1,950
Gable
CompShg
WdShing
Plywood
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
622
Unf
0
500
1,122
GasA
TA
Y
SBrkr
1,328
653
0
1,981
1
0
2
0
4
1
Gd
7
Min2
2
TA
Detchd
1,981
Unf
2
576
TA
TA
Y
431
44
0
0
0
0
null
MnPrv
null
0
12
2,009
WD
Normal
135,000
913
909,251,050
30
RL
64
8,574
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
8
1,916
2,000
Gable
CompShg
Stucco
Stucco
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
Ex
Y
SBrkr
1,232
0
0
1,232
0
0
1
0
3
1
Gd
6
Typ
1
Gd
Detchd
1,916
Unf
2
440
TA
TA
Y
0
0
180
0
0
0
null
null
null
0
10
2,009
WD
Normal
147,500
914
909,251,170
50
RL
51
6,171
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
6
6
1,925
1,990
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
264
Unf
0
712
976
GasA
Ex
Y
SBrkr
1,160
448
0
1,608
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Detchd
1,925
Unf
1
216
Fa
TA
Y
147
16
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Normal
137,450
915
909,252,020
70
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Feedr
Norm
1Fam
2Story
7
9
1,936
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
PConc
Gd
Gd
No
ALQ
350
BLQ
210
0
560
GasA
Ex
Y
SBrkr
575
560
0
1,135
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,971
RFn
2
576
TA
TA
Y
256
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
155,000
916
909,253,010
50
RL
57
7,558
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
6
6
1,928
1,950
Gable
CompShg
BrkFace
Stone
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
896
896
GasA
Gd
Y
SBrkr
1,172
741
0
1,913
0
0
1
1
3
1
TA
9
Typ
1
TA
Detchd
1,929
Unf
2
342
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
177,000
917
909,253,180
50
RL
52
6,292
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1.5Fin
7
7
1,928
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
861
861
GasA
Gd
Y
SBrkr
877
600
0
1,477
0
1
2
0
3
1
TA
6
Typ
1
Gd
Detchd
1,928
Unf
1
216
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
145,000
918
909,254,010
70
RL
53
7,155
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
7
8
1,918
1,990
Gambrel
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
Mn
Unf
0
Unf
0
600
600
GasA
Ex
Y
SBrkr
628
600
0
1,228
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,918
Unf
1
215
Fa
TA
Y
0
113
0
0
195
0
null
MnPrv
null
0
5
2,009
WD
Normal
137,000
919
909,257,050
70
RL
53
10,918
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
7
9
1,926
2,004
Gambrel
CompShg
MetalSd
MetalSd
null
0
Gd
TA
BrkTil
Gd
TA
No
Unf
0
Unf
0
1,276
1,276
GasA
Ex
Y
SBrkr
1,276
804
0
2,080
0
0
1
1
3
1
Gd
9
Typ
2
Gd
Detchd
1,926
Unf
1
282
TA
TA
Y
0
0
0
0
145
0
null
MnPrv
null
0
6
2,009
WD
Normal
234,000
920
909,275,080
50
RL
60
13,680
Pave
null
Reg
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
1Fam
1.5Fin
5
6
1,940
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
728
Unf
0
112
840
GasA
Ex
Y
SBrkr
840
727
0
1,567
1
0
1
1
2
1
TA
6
Min2
2
TA
Detchd
1,961
Unf
2
440
TA
TA
Y
0
21
150
0
0
0
null
GdPrv
null
0
2
2,009
WD
Normal
205,000
921
909,276,110
70
RL
null
7,500
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,942
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
547
Unf
0
224
771
GasA
Fa
Y
SBrkr
753
741
0
1,494
0
0
1
0
3
1
Gd
7
Typ
2
Gd
Attchd
1,942
Unf
1
213
TA
TA
P
0
0
0
0
224
0
null
null
null
0
11
2,009
WD
Normal
177,500
922
909,276,200
50
RL
130
9,600
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
5
7
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
Gd
BrkTil
TA
Fa
No
Rec
428
Unf
0
300
728
GasA
Ex
Y
SBrkr
976
332
0
1,308
1
0
1
1
2
1
TA
7
Min2
2
TA
Detchd
1,940
Unf
1
256
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
160,000
923
909,277,090
20
RL
80
14,680
Pave
Grvl
IR1
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
4
1,960
1,960
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
793
Unf
0
480
1,273
GasA
Ex
Y
SBrkr
1,273
0
0
1,273
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,960
Unf
1
307
TA
TA
Y
483
0
0
0
115
0
null
MnPrv
null
0
6
2,009
WD
Normal
155,000
924
909,277,100
30
RL
80
13,360
Pave
Grvl
IR1
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
7
1,921
2,006
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
Gd
TA
No
ALQ
713
Unf
0
163
876
GasA
Ex
Y
SBrkr
964
0
0
964
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,921
Unf
2
432
TA
TA
Y
0
0
44
0
0
0
null
null
null
0
8
2,009
WD
Normal
163,500
925
909,278,020
50
RL
54
7,681
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
5
6
1,921
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
731
731
GasA
Ex
Y
SBrkr
820
523
0
1,343
0
0
1
1
3
1
TA
7
Typ
1
Gd
Detchd
1,921
Unf
1
186
Fa
TA
Y
192
0
102
0
0
0
null
null
null
0
7
2,009
WD
Normal
154,900
926
909,279,010
90
RL
null
8,145
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Crawfor
Norm
Norm
Duplex
2.5Unf
7
6
1,940
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
246
Unf
0
674
920
GasA
Ex
Y
SBrkr
1,240
1,240
0
2,480
0
0
2
1
5
2
TA
13
Typ
2
Gd
Detchd
1,940
Unf
2
400
TA
TA
Y
0
0
57
0
0
0
null
null
null
0
7
2,009
WD
Normal
205,000
927
909,282,130
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Feedr
Norm
1Fam
1Story
5
6
1,954
1,954
Gable
CompShg
BrkFace
BrkFace
null
0
TA
Gd
BrkTil
TA
TA
Mn
Rec
154
ALQ
694
264
1,112
GasA
Ex
Y
SBrkr
1,112
0
0
1,112
1
0
1
0
2
1
TA
6
Typ
1
Gd
Attchd
1,954
Unf
1
390
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Family
144,800
928
909,425,060
70
RL
75
12,000
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
7
7
1,941
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
275
Unf
0
429
704
GasA
Ex
Y
SBrkr
860
704
0
1,564
0
0
1
1
3
1
Fa
7
Typ
1
Gd
Attchd
1,941
Unf
1
234
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
174,500
929
909,425,130
20
RL
90
13,339
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
6
1,960
1,960
Gable
CompShg
HdBoard
Plywood
Stone
132
TA
TA
CBlock
TA
TA
No
LwQ
65
BLQ
875
621
1,561
GasA
TA
Y
SBrkr
1,561
0
0
1,561
1
0
2
0
3
1
TA
6
Typ
1
Gd
Attchd
1,960
Fin
2
463
TA
TA
Y
0
148
0
0
120
0
null
null
null
0
5
2,009
WD
Normal
193,000
930
909,426,090
50
RL
78
15,600
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
5
7
1,949
2,005
Gable
CompShg
BrkComm
Brk Cmn
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
312
Rec
507
248
1,067
GasW
Fa
N
SBrkr
986
537
0
1,523
1
0
2
0
3
1
Fa
7
Maj2
1
TA
Attchd
1,949
Unf
1
295
TA
TA
Y
0
0
81
0
0
0
null
null
null
0
10
2,009
WD
Normal
158,000
931
909,427,200
20
RL
80
14,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
8
1,950
2,004
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
1,092
1,092
GasA
Ex
Y
SBrkr
1,152
0
0
1,152
0
1
1
0
3
1
Gd
6
Typ
1
Gd
Attchd
1,950
Unf
1
300
TA
TA
Y
0
36
0
0
0
0
null
GdPrv
null
0
8
2,009
WD
Family
158,500
932
909,428,240
20
RL
100
17,500
Pave
null
Reg
Bnk
AllPub
Corner
Mod
Crawfor
PosA
Norm
1Fam
1Story
6
5
1,954
1,954
Gable
CompShg
HdBoard
HdBoard
Stone
420
TA
TA
PConc
TA
TA
Av
LwQ
784
BLQ
435
91
1,310
GasA
Ex
Y
SBrkr
1,906
0
0
1,906
1
0
1
1
3
1
TA
6
Typ
2
Gd
Basment
1,954
Unf
2
576
TA
TA
Y
0
201
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
224,000
933
909,451,040
160
RM
24
1,733
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blueste
Norm
Norm
Twnhs
2Story
6
6
1,980
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
516
516
GasA
TA
Y
SBrkr
516
516
0
1,032
0
0
1
0
2
1
TA
5
Typ
1
TA
Detchd
1,980
Unf
2
452
TA
TA
Y
279
0
0
0
0
0
null
GdPrv
null
0
5
2,009
WD
Normal
115,000
934
909,451,100
160
RM
24
1,488
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blueste
Norm
Norm
TwnhsE
2Story
6
6
1,980
1,992
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
Gd
TA
Mn
ALQ
471
Unf
0
90
561
GasA
TA
Y
SBrkr
561
668
0
1,229
1
0
1
1
2
1
Gd
5
Typ
1
TA
Attchd
1,980
Fin
2
462
TA
TA
Y
176
0
0
0
0
0
null
GdPrv
null
0
10
2,009
WD
Normal
137,000
935
909,451,140
160
RM
24
1,612
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blueste
Norm
Norm
Twnhs
2Story
6
6
1,980
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
561
561
GasA
TA
Y
SBrkr
561
668
0
1,229
0
0
1
1
2
1
TA
5
Typ
1
TA
Attchd
1,980
Fin
2
462
TA
TA
Y
154
0
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
121,000
936
909,451,180
160
RM
24
1,300
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blueste
Norm
Norm
TwnhsE
2Story
6
6
1,980
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
285
Unf
0
276
561
GasA
TA
Y
SBrkr
561
668
0
1,229
0
0
1
1
2
1
TA
5
Typ
1
TA
Attchd
1,980
Fin
2
462
TA
TA
Y
150
0
0
0
0
0
null
GdPrv
null
0
5
2,009
WD
Normal
124,000
937
909,452,050
80
RL
null
13,607
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
SLvl
6
6
1,986
1,986
Gable
CompShg
VinylSd
VinylSd
BrkFace
242
TA
Gd
CBlock
TA
TA
No
ALQ
454
Unf
0
118
572
GasA
Gd
Y
SBrkr
1,182
800
0
1,982
1
0
2
1
3
1
TA
6
Typ
1
TA
BuiltIn
1,986
Fin
2
501
TA
TA
Y
400
112
0
0
0
0
null
null
Shed
1,500
4
2,009
WD
Normal
208,000
938
909,475,040
20
RL
null
17,597
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
7
9
1,971
2,009
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
Gd
CBlock
Gd
TA
No
GLQ
803
ALQ
419
581
1,803
GasA
TA
Y
SBrkr
2,365
0
0
2,365
1
0
2
0
3
1
Ex
7
Min1
2
Gd
Attchd
1,971
Fin
2
551
TA
TA
Y
200
144
0
0
0
0
null
GdPrv
null
0
7
2,009
WD
Normal
315,000
939
909,475,300
20
RL
null
21,695
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
9
1,988
2,007
Hip
CompShg
Wd Sdng
Plywood
BrkFace
260
Gd
Gd
CBlock
Gd
TA
No
GLQ
808
Unf
0
72
880
GasA
Ex
Y
SBrkr
1,680
0
0
1,680
1
0
2
0
3
1
Gd
5
Typ
1
Gd
Attchd
1,988
Fin
2
540
TA
TA
Y
292
44
0
182
0
0
null
null
null
0
12
2,009
WD
Normal
222,000
940
910,202,070
70
RM
59
10,690
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
5
7
1,920
1,997
Hip
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
Fa
No
Rec
456
Unf
0
216
672
GasA
Gd
Y
FuseA
672
672
0
1,344
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,964
Unf
1
468
TA
Fa
Y
0
128
218
0
0
0
null
null
null
0
7
2,009
WD
Normal
147,000
941
910,204,050
70
RM
50
8,660
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
5
6
1,900
1,993
Gambrel
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
760
760
GasA
Ex
N
SBrkr
928
928
312
2,168
0
0
2
0
5
1
Gd
11
Typ
0
null
Detchd
1,998
Unf
2
576
TA
TA
Y
467
160
78
0
0
0
null
null
null
0
12
2,009
WD
Normal
123,000
942
910,205,020
70
RM
60
6,402
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
5
5
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
PConc
TA
TA
Mn
Unf
0
Unf
0
596
596
GasA
TA
N
SBrkr
596
596
0
1,192
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,920
Unf
1
189
Fa
Fa
N
0
0
137
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
78,000
943
911,103,050
50
C (all)
105
8,470
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
IDOTRR
Feedr
Feedr
1Fam
1.5Fin
3
2
1,915
1,982
Hip
CompShg
Plywood
Plywood
null
0
Fa
Fa
CBlock
TA
Fa
No
Unf
0
Unf
0
1,013
1,013
GasA
TA
N
SBrkr
1,013
0
513
1,526
0
0
1
0
2
1
Fa
6
Typ
0
null
null
null
null
0
0
null
null
N
0
0
156
0
0
0
null
MnPrv
null
0
10
2,009
ConLD
Abnorml
85,000
944
911,104,060
30
C (all)
60
10,200
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
6
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
572
572
GasA
Fa
N
FuseP
572
0
0
572
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,940
Unf
1
200
TA
TA
N
0
0
72
0
0
0
null
null
null
0
5
2,009
WD
Normal
75,000
945
911,370,500
120
RM
44
3,843
Pave
null
IR1
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
TwnhsE
1Story
8
5
2,007
2,008
Hip
CompShg
CemntBd
CmentBd
Stone
174
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,476
Unf
0
120
1,596
GasA
Ex
Y
SBrkr
1,648
0
0
1,648
1
1
2
0
2
1
Ex
5
Typ
1
Gd
Attchd
2,007
Fin
2
482
TA
TA
Y
162
53
0
153
0
0
null
null
null
0
6
2,009
New
Partial
230,000
946
912,251,110
30
I (all)
109
21,780
Grvl
null
Reg
Lvl
NoSewr
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
2
4
1,910
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
CBlock
null
null
null
null
0
null
0
0
0
GasA
TA
N
FuseA
810
0
0
810
0
0
1
0
1
1
TA
4
Min1
0
null
Detchd
1,975
Unf
1
280
TA
TA
N
119
24
0
0
0
0
null
null
null
0
3
2,009
ConLD
Normal
57,625
947
914,465,020
60
RL
75
10,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
8
5
2,000
2,001
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
445
BLQ
250
412
1,107
GasA
Ex
Y
SBrkr
1,040
1,012
0
2,052
0
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,000
Fin
3
642
TA
TA
Y
210
91
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
251,000
948
914,465,040
50
RL
48
12,822
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
1.5Fin
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
GLQ
1,351
Unf
0
83
1,434
GasA
Ex
Y
SBrkr
1,518
631
0
2,149
1
0
1
1
1
1
Gd
6
Typ
1
Ex
Attchd
2,003
RFn
2
670
TA
TA
Y
168
43
0
0
198
0
null
null
null
0
8
2,009
WD
Abnorml
239,686
949
914,465,055
20
RL
43
12,118
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
1Story
7
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
Stone
108
Gd
TA
PConc
Ex
TA
Mn
Unf
0
Unf
0
1,710
1,710
GasA
Ex
Y
SBrkr
1,710
0
0
1,710
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
Fin
2
550
TA
TA
Y
100
48
0
0
180
0
null
null
null
0
4
2,009
WD
Normal
240,000
950
914,474,070
60
RL
71
12,209
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
2Story
6
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Ex
TA
No
ALQ
690
Unf
0
114
804
GasA
Ex
Y
SBrkr
804
1,157
0
1,961
1
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,001
Fin
2
560
TA
TA
Y
125
192
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
215,000
951
914,475,010
85
RL
75
9,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
6
6
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
767
Unf
0
135
902
GasA
Ex
Y
SBrkr
926
0
0
926
1
0
1
0
2
1
TA
5
Typ
1
TA
Attchd
1,977
Unf
1
351
TA
TA
Y
319
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
156,450
952
914,475,030
85
RL
72
9,360
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
6
7
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
841
LwQ
116
0
957
GasA
TA
Y
SBrkr
1,287
0
0
1,287
1
0
1
1
2
1
TA
5
Typ
2
Fa
Attchd
1,977
RFn
2
541
TA
TA
Y
302
39
0
0
120
0
null
GdWo
null
0
11
2,009
WD
Normal
173,000
953
914,476,020
90
RL
75
10,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
1.5Fin
5
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,302
432
0
1,734
0
0
2
0
4
2
Gd
8
Typ
0
null
Attchd
1,977
Unf
2
539
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
COD
Normal
126,000
954
914,476,380
80
RL
null
9,947
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
7
5
1,990
1,991
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
611
Unf
0
577
1,188
GasA
Ex
Y
SBrkr
1,217
0
0
1,217
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,990
Unf
2
497
TA
TA
Y
168
27
0
0
0
0
null
GdPrv
null
0
6
2,009
WD
Normal
173,000
955
914,476,430
20
RL
82
11,070
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,991
1,991
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
BLQ
55
Unf
0
1,527
1,582
GasA
TA
Y
SBrkr
1,595
0
0
1,595
1
0
2
0
2
1
TA
5
Typ
0
null
Detchd
1,991
Unf
2
672
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
COD
Abnorml
152,000
956
916,176,030
20
RL
null
14,375
Pave
null
IR1
Lvl
NoSeWa
CulDSac
Gtl
Timber
Norm
Norm
1Fam
SLvl
6
6
1,958
1,958
Gable
CompShg
HdBoard
HdBoard
BrkFace
541
TA
TA
CBlock
TA
TA
No
GLQ
111
Rec
354
354
819
GasA
Gd
Y
FuseA
1,344
0
0
1,344
0
1
1
0
3
1
Gd
7
Typ
1
Gd
Basment
1,958
RFn
2
525
TA
TA
Y
0
118
0
0
233
0
null
null
null
0
1
2,009
COD
Abnorml
137,500
957
916,176,125
20
RL
150
215,245
Pave
null
IR3
Low
AllPub
Inside
Sev
Timber
Norm
Norm
1Fam
1Story
7
5
1,965
1,965
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
Gd
TA
Gd
ALQ
1,236
Rec
820
80
2,136
GasW
TA
Y
SBrkr
2,036
0
0
2,036
2
0
2
0
3
1
TA
8
Typ
2
Gd
Attchd
1,965
RFn
2
513
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
375,000
958
916,380,070
20
RL
89
12,898
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,007
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
70
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,022
Unf
0
598
1,620
GasA
Ex
Y
SBrkr
1,620
0
0
1,620
1
0
2
0
2
1
Ex
6
Typ
1
Ex
Attchd
2,008
Fin
3
912
TA
TA
Y
228
0
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
315,500
959
916,382,010
60
RL
83
13,159
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
7
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
846
846
GasA
Gd
Y
SBrkr
846
846
0
1,692
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,009
RFn
2
650
TA
TA
Y
208
114
0
0
0
0
null
null
null
0
7
2,009
New
Partial
224,500
960
916,382,100
20
RL
113
13,438
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,008
2,008
Gable
CompShg
CemntBd
CmentBd
Stone
246
Ex
TA
CBlock
Ex
TA
Gd
GLQ
1,758
Unf
0
432
2,190
GasA
Ex
Y
SBrkr
2,036
0
0
2,036
1
0
2
0
3
1
Ex
9
Typ
1
Ex
Attchd
2,008
Fin
3
780
TA
TA
Y
90
154
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
410,000
961
916,382,110
20
RL
79
14,463
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,008
2,008
Gable
CompShg
CemntBd
CmentBd
BrkFace
406
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,115
Unf
0
526
1,641
GasA
Ex
Y
SBrkr
1,641
0
0
1,641
1
0
2
0
3
1
Ex
7
Typ
0
null
Attchd
2,008
Fin
3
885
TA
TA
Y
0
95
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
316,500
962
916,386,140
20
RL
73
8,925
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
16
Unf
0
1,450
1,466
GasA
Ex
Y
SBrkr
1,466
0
0
1,466
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
3
610
TA
TA
Y
100
18
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
201,000
963
916,403,010
20
RL
130
11,457
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
6
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Mn
GLQ
1,005
Unf
0
387
1,392
GasA
TA
Y
SBrkr
1,412
0
0
1,412
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,988
Unf
2
576
TA
TA
Y
0
0
169
0
0
0
null
null
null
0
3
2,009
WD
Normal
175,000
964
916,403,200
60
RL
null
9,839
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Timber
Norm
Norm
1Fam
2Story
6
8
1,980
2,006
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
Gd
TA
No
ALQ
462
Unf
0
250
712
GasA
Ex
Y
SBrkr
1,375
862
0
2,237
0
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
1,980
Fin
2
440
TA
TA
Y
305
24
0
0
0
0
null
null
Shed
2,500
2
2,009
WD
Normal
204,000
965
916,403,250
80
RL
125
14,419
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
SLvl
7
5
1,987
1,989
Hip
CompShg
Plywood
Plywood
BrkFace
310
TA
TA
PConc
Gd
TA
Gd
GLQ
904
ALQ
624
117
1,645
GasA
Ex
Y
SBrkr
1,479
0
0
1,479
2
0
2
1
3
1
Gd
7
Min1
1
Fa
Attchd
1,987
Fin
2
578
TA
TA
Y
224
238
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
213,500
966
916,455,070
20
RL
null
6,853
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
136
Gd
TA
PConc
Ex
TA
No
GLQ
1,005
Unf
0
262
1,267
GasA
Ex
Y
SBrkr
1,296
0
0
1,296
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,001
Fin
2
471
TA
TA
Y
192
25
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
220,000
967
916,460,110
60
RL
75
9,157
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
912
912
GasA
Ex
Y
SBrkr
1,072
942
0
2,014
0
0
2
1
3
1
Gd
9
Typ
0
null
Attchd
2,003
Fin
2
486
TA
TA
Y
124
114
0
0
0
0
null
null
null
0
2
2,009
WD
Abnorml
170,000
968
916,475,040
20
RL
85
14,601
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
584
Ex
TA
PConc
Ex
TA
Av
GLQ
1,260
Unf
0
578
1,838
GasA
Ex
Y
SBrkr
1,838
0
0
1,838
1
0
2
0
2
1
Ex
8
Typ
1
Gd
Attchd
2,006
Fin
3
765
TA
TA
Y
270
68
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
315,000
969
921,128,050
20
RL
85
12,633
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
9
5
2,007
2,007
Hip
CompShg
CemntBd
CmentBd
Stone
290
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,640
Unf
0
338
1,978
GasA
Ex
Y
SBrkr
1,978
0
0
1,978
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,007
Fin
3
920
TA
TA
Y
308
52
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
425,000
970
923,201,100
20
RL
75
12,518
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
BrkFace
182
TA
TA
CBlock
TA
TA
No
ALQ
532
Unf
0
476
1,008
GasA
Gd
Y
SBrkr
1,008
0
0
1,008
0
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,968
Unf
1
384
TA
TA
Y
144
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
139,500
971
923,202,060
20
RL
100
21,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
4
1,960
2,006
Hip
CompShg
HdBoard
HdBoard
BrkFace
75
TA
Fa
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,771
0
0
1,771
0
0
1
0
3
1
TA
9
Min1
1
TA
Attchd
1,960
Unf
2
336
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
11
2,009
WD
Normal
115,000
972
923,203,110
120
RM
32
4,500
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Mitchel
Norm
Norm
TwnhsE
1Story
6
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
320
TA
TA
PConc
Ex
TA
No
GLQ
866
Unf
0
338
1,204
GasA
Ex
Y
SBrkr
1,204
0
0
1,204
1
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,998
Fin
2
412
TA
TA
Y
0
247
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
162,000
973
923,203,190
120
RM
null
4,500
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Mitchel
Norm
Norm
TwnhsE
1Story
6
5
1,999
1,999
Hip
CompShg
VinylSd
VinylSd
BrkFace
425
TA
TA
PConc
Ex
TA
No
GLQ
883
Unf
0
341
1,224
GasA
Ex
Y
SBrkr
1,224
0
0
1,224
1
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,999
Fin
2
402
TA
TA
Y
0
304
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
165,000
974
923,225,360
180
RM
21
1,596
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SLvl
4
5
1,973
1,973
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
462
Unf
0
0
462
GasA
TA
Y
SBrkr
526
462
0
988
1
0
1
0
2
1
TA
5
Typ
0
null
BuiltIn
1,973
Unf
1
297
TA
TA
Y
120
101
0
0
0
0
null
GdWo
null
0
11
2,009
WD
Normal
91,000
975
923,225,490
20
RL
62
9,858
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
6
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
510
Unf
0
354
864
GasA
TA
Y
SBrkr
874
0
0
874
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,968
RFn
1
288
TA
TA
Y
33
0
0
0
0
0
null
GdWo
Shed
600
11
2,009
WD
Normal
130,000
976
923,226,270
180
RM
21
1,526
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SFoyer
4
8
1,970
2,002
Gable
CompShg
CemntBd
CmentBd
null
0
TA
Gd
CBlock
Gd
TA
Av
GLQ
515
Unf
0
115
630
GasA
TA
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
Gd
3
Typ
0
null
Attchd
1,970
Unf
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
86,000
977
923,227,080
20
RL
83
13,383
Pave
null
IR1
Lvl
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,969
2,000
Hip
CompShg
HdBoard
HdBoard
BrkFace
176
TA
TA
CBlock
TA
TA
No
BLQ
594
Unf
0
594
1,188
GasA
Ex
Y
SBrkr
1,404
0
0
1,404
0
0
2
0
3
1
TA
7
Typ
1
Po
Attchd
1,969
Unf
2
504
TA
TA
Y
0
16
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
160,000
978
923,228,110
180
RM
21
1,477
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
SFoyer
4
4
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
509
Unf
0
121
630
GasA
TA
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
TA
3
Typ
0
null
Attchd
1,970
Unf
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
80,000
979
923,228,150
160
RM
21
1,533
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
2Story
4
6
1,970
2,008
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
546
546
GasA
TA
Y
SBrkr
798
546
0
1,344
0
0
1
1
3
1
TA
6
Typ
1
TA
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
97,000
980
923,228,230
160
RM
21
2,217
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
BLQ
273
LwQ
273
0
546
GasA
TA
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,970
RFn
1
286
TA
TA
Y
238
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
88,000
981
923,230,200
85
RL
50
7,689
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
8
1,972
1,972
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
720
BLQ
76
0
796
GasA
Gd
Y
SBrkr
796
0
0
796
0
1
1
0
2
1
TA
4
Typ
0
null
Detchd
1,998
Unf
1
336
TA
TA
Y
138
0
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
131,900
982
923,252,075
80
RL
62
7,706
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
6
5
1,993
1,996
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
Gd
TA
Av
Rec
114
GLQ
270
0
384
GasA
Ex
Y
SBrkr
1,091
0
0
1,091
0
1
1
0
2
1
TA
5
Typ
0
null
Attchd
1,993
Fin
1
429
TA
TA
Y
280
0
0
0
0
0
null
null
Shed
700
8
2,009
WD
Normal
131,250
983
923,275,040
85
RL
null
9,101
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
6
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
104
TA
Gd
PConc
Gd
TA
Av
GLQ
1,097
Unf
0
0
1,097
GasA
Ex
Y
SBrkr
1,110
0
0
1,110
1
0
1
0
1
1
Gd
4
Typ
1
TA
Attchd
1,978
Fin
2
602
TA
TA
Y
303
30
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
165,500
984
923,275,140
20
RL
null
8,780
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,985
1,985
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
625
Unf
0
208
833
GasA
Ex
Y
SBrkr
833
0
0
833
1
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
112,000
985
923,276,260
85
RL
70
7,669
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
6
1,992
1,993
Gable
CompShg
HdBoard
Wd Shng
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
718
LwQ
110
0
828
GasA
TA
Y
SBrkr
883
0
0
883
1
0
1
0
2
1
TA
5
Typ
1
Fa
Detchd
1,998
Unf
2
698
TA
TA
Y
100
32
0
0
0
0
null
GdPrv
null
0
6
2,009
WD
Normal
149,000
986
923,400,025
50
RL
85
14,115
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1.5Fin
5
5
1,993
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
Wood
Gd
TA
No
GLQ
732
Unf
0
64
796
GasA
Ex
Y
SBrkr
796
566
0
1,362
1
0
1
1
1
1
TA
5
Typ
0
null
Attchd
1,993
Unf
2
480
TA
TA
Y
40
30
0
320
0
0
null
MnPrv
Shed
700
10
2,009
WD
Normal
143,000
987
923,400,110
60
RL
62
10,429
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
5
5
1,992
1,992
Gable
CompShg
HdBoard
Wd Shng
null
0
TA
TA
PConc
Gd
TA
No
ALQ
330
Unf
0
294
624
GasA
TA
Y
SBrkr
624
663
0
1,287
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
2,001
Unf
2
440
TA
TA
Y
150
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
130,000
988
924,100,040
20
RL
null
9,819
Pave
null
IR1
Lvl
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
1Story
6
5
1,977
1,977
Gable
CompShg
Plywood
ImStucc
null
0
TA
TA
PConc
TA
TA
Gd
ALQ
1,567
Unf
0
0
1,567
GasA
TA
Y
SBrkr
1,567
0
0
1,567
1
0
2
0
2
1
Gd
5
Typ
2
TA
Attchd
1,977
RFn
2
714
TA
TA
Y
264
32
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
196,000
989
924,100,060
60
RL
70
10,457
Pave
null
IR1
Lvl
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
2Story
5
7
1,969
1,969
Gable
CompShg
VinylSd
VinylSd
BrkFace
178
Gd
Ex
CBlock
TA
TA
Gd
BLQ
496
LwQ
288
0
784
GasA
Ex
Y
SBrkr
784
848
0
1,632
0
0
1
1
4
1
TA
7
Typ
1
TA
Attchd
1,969
RFn
2
898
TA
TA
Y
0
173
368
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
173,000
990
526,351,030
20
RL
87
11,029
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,958
2,002
Hip
CompShg
MetalSd
MetalSd
null
0
Ex
TA
CBlock
Gd
TA
No
ALQ
528
BLQ
411
245
1,184
GasA
Ex
Y
SBrkr
1,414
0
0
1,414
1
0
1
0
3
1
TA
6
Min1
1
TA
Attchd
1,990
Unf
2
601
TA
TA
Y
0
51
0
0
190
0
null
null
null
0
5
2,008
WD
Normal
176,500
991
526,353,050
20
RL
null
12,925
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,970
1,970
Gable
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
TA
TA
Mn
BLQ
865
Unf
0
340
1,205
GasA
Ex
Y
SBrkr
2,117
0
0
2,117
0
0
2
1
4
1
TA
7
Typ
2
Gd
Attchd
1,970
Fin
2
550
TA
TA
Y
0
42
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
237,500
992
526,354,070
60
RL
85
11,075
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
5
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Fa
TA
Mn
ALQ
500
LwQ
276
176
952
GasA
TA
Y
SBrkr
1,092
1,020
0
2,112
0
0
2
1
4
1
TA
9
Typ
2
Gd
Attchd
1,969
Unf
2
576
TA
TA
Y
280
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
206,900
993
527,105,050
60
RL
72
8,702
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
BLQ
706
Unf
0
220
926
GasA
Ex
Y
SBrkr
926
678
0
1,604
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,997
Fin
2
470
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
187,500
994
527,106,050
60
RL
65
8,139
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,996
Gable
CompShg
VinylSd
VinylSd
BrkFace
119
TA
TA
PConc
Gd
TA
No
ALQ
476
Unf
0
204
680
GasA
Gd
Y
SBrkr
680
790
0
1,470
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,995
Fin
2
420
TA
TA
Y
192
49
0
0
0
0
null
null
null
0
10
2,008
WD
Normal
165,000
995
527,106,140
60
RL
59
9,535
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
851
Unf
0
75
926
GasA
Ex
Y
SBrkr
926
678
0
1,604
0
0
2
1
3
1
TA
7
Typ
0
null
Attchd
1,998
Fin
2
472
TA
TA
Y
100
82
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
195,500
996
527,106,150
60
RL
59
9,042
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
828
Unf
0
115
943
GasA
Gd
Y
SBrkr
943
695
0
1,638
1
0
2
1
3
1
TA
7
Typ
2
TA
Attchd
1,998
Fin
2
472
TA
TA
Y
100
38
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
192,000
997
527,107,010
60
RL
null
15,038
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,996
1,996
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Rec
138
Unf
0
778
916
GasA
Gd
Y
SBrkr
916
720
0
1,636
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,996
Fin
2
386
TA
TA
Y
168
84
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
173,000
998
527,107,090
20
RL
53
14,137
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
5
5
1,996
1,997
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
450
Unf
0
898
1,348
GasA
Gd
Y
SBrkr
1,384
0
0
1,384
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
1,996
Unf
2
404
TA
TA
Y
0
39
0
0
0
0
null
null
null
0
11
2,008
WD
Normal
177,900
999
527,107,210
60
RL
57
21,872
Pave
null
IR2
HLS
AllPub
FR2
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
604
Unf
0
125
729
GasA
Ex
Y
SBrkr
729
717
0
1,446
0
1
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,996
Unf
2
406
TA
TA
Y
264
22
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
175,000
1,000
527,127,140
120
RL
41
4,923
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
2,001
2,002
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Ex
TA
Av
GLQ
1,153
Unf
0
440
1,593
GasA
Ex
Y
SBrkr
1,593
0
0
1,593
1
0
1
1
0
1
Ex
5
Typ
1
Gd
Attchd
2,001
Fin
2
682
TA
TA
Y
0
120
0
0
224
0
null
null
null
0
8
2,008
WD
Normal
286,000