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
2,001
902,404,010
30
RM
90
8,100
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,948
1,973
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
338
Unf
0
1,221
1,559
GasA
Gd
Y
SBrkr
1,559
0
0
1,559
1
0
1
0
2
1
TA
5
Min2
0
null
Detchd
1,948
Unf
2
812
TA
TA
Y
0
116
230
0
0
0
null
GdWo
null
0
6
2,007
COD
Normal
153,500
2,002
902,408,080
70
RM
60
10,800
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,890
1,998
Gable
CompShg
Wd Sdng
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
718
718
GasA
Ex
Y
SBrkr
1,576
978
0
2,554
0
0
1
1
3
1
TA
8
Typ
0
null
Detchd
1,996
Unf
2
704
TA
TA
P
0
48
143
0
0
0
null
null
null
0
7
2,007
WD
Normal
159,500
2,003
902,427,040
50
RM
52
9,439
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
5
1,930
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
324
Unf
0
588
912
GasA
Gd
Y
FuseA
912
336
0
1,248
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,957
Unf
1
160
Fa
Fa
Y
0
0
192
0
0
0
null
null
null
0
3
2,007
WD
Normal
87,000
2,004
902,427,140
20
RM
52
8,626
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
6
1,956
1,956
Gable
CompShg
MetalSd
MetalSd
null
1
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
968
0
0
968
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,956
Unf
1
331
Fa
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
104,500
2,005
902,427,180
80
RM
76
11,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
SLvl
4
7
1,949
2,002
Gable
CompShg
Stucco
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
1,382
0
0
1,382
0
0
2
0
1
1
TA
6
Mod
1
TA
Attchd
1,957
RFn
1
384
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
110,000
2,006
903,201,090
40
RL
55
6,854
Pave
null
Reg
Bnk
AllPub
Inside
Mod
BrkSide
Norm
Norm
1Fam
1Story
5
7
1,925
1,994
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
TA
TA
No
LwQ
317
Rec
227
212
756
GasA
TA
N
FuseA
916
144
0
1,060
1
0
1
0
1
1
TA
6
Mod
1
Gd
Detchd
1,969
Unf
1
308
Fa
TA
Y
0
65
0
0
150
0
null
null
null
0
8
2,007
WD
Normal
136,500
2,007
903,204,030
50
RM
55
8,674
Pave
null
Reg
HLS
AllPub
Inside
Gtl
BrkSide
RRNn
Artery
1Fam
1.5Fin
5
6
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
Fa
TA
No
Rec
910
Unf
0
0
910
GasA
TA
Y
SBrkr
910
525
0
1,435
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,950
Unf
1
308
TA
TA
Y
0
33
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
128,250
2,008
903,205,085
30
RL
98
8,731
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
5
1,920
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
Fa
BrkTil
TA
TA
No
BLQ
645
Unf
0
270
915
GasA
TA
Y
SBrkr
1,167
0
0
1,167
0
0
1
0
3
1
TA
6
Maj1
1
Gd
Detchd
1,972
Unf
2
495
TA
TA
Y
0
0
216
0
126
0
null
null
null
0
5
2,007
WD
Normal
144,000
2,009
903,206,170
50
RL
70
8,737
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
7
1,923
1,950
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
No
Rec
300
Unf
0
765
1,065
GasA
Ex
Y
FuseA
915
720
0
1,635
0
0
1
1
3
1
TA
6
Typ
1
Gd
Detchd
1,950
Unf
2
440
TA
TA
Y
0
38
0
144
0
0
null
null
null
0
5
2,007
WD
Normal
210,000
2,010
903,225,040
50
RM
50
6,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
7
1,939
1,998
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
306
Unf
0
422
728
GasA
Ex
Y
SBrkr
728
546
0
1,274
0
0
2
0
3
1
TA
6
Typ
0
null
Detchd
1,939
Unf
1
224
Fa
TA
Y
0
0
192
0
0
0
null
null
null
0
3
2,007
CWD
Normal
135,000
2,011
903,227,140
70
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
6
6
1,939
1,950
Gable
CompShg
MetalSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
Mn
Rec
276
Unf
0
324
600
GasA
Ex
Y
SBrkr
608
624
0
1,232
0
0
1
1
3
1
TA
6
Typ
2
TA
Attchd
1,939
Unf
1
217
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
2
2,007
WD
Normal
128,000
2,012
903,228,080
50
RM
60
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
Gd
No
ALQ
375
Unf
0
360
735
GasA
Ex
Y
SBrkr
869
349
0
1,218
0
1
1
0
3
1
TA
6
Typ
1
Gd
Detchd
2,003
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
131,000
2,013
903,231,050
45
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
5
7
1,939
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
884
884
GasA
Ex
Y
SBrkr
884
0
0
884
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,939
Unf
1
240
TA
TA
Y
0
0
136
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
113,000
2,014
903,231,090
50
RM
null
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
5
1,938
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
52
Unf
0
809
861
GasA
Gd
Y
SBrkr
861
548
0
1,409
1
0
1
1
3
1
TA
6
Typ
1
Gd
Detchd
1,968
Unf
2
528
TA
TA
Y
225
0
84
0
0
0
null
null
null
0
3
2,007
WD
Normal
126,000
2,015
903,231,180
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
8
1,939
1,952
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
Rec
48
Unf
0
624
672
GasA
Ex
Y
SBrkr
899
423
0
1,322
1
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,939
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
132,000
2,016
903,232,100
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
7
1,930
1,992
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
966
966
GasA
Ex
Y
SBrkr
1,014
412
0
1,426
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,930
Unf
1
230
Fa
TA
Y
174
0
96
0
0
0
null
GdPrv
null
0
7
2,007
WD
Normal
131,750
2,017
903,233,030
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
6
1,926
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
351
Unf
0
405
756
GasA
Gd
Y
FuseA
903
378
0
1,281
1
0
1
0
2
1
Gd
6
Typ
0
null
Detchd
1,926
Unf
2
379
TA
TA
Y
25
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
132,500
2,018
903,233,050
70
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
5
8
1,920
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
Mn
Unf
0
Unf
0
939
939
GasA
Ex
Y
SBrkr
939
574
0
1,513
0
0
1
1
4
1
TA
8
Typ
0
null
Detchd
1,933
Unf
1
180
Fa
Fa
N
24
0
150
0
0
0
null
null
null
0
5
2,007
WD
Normal
137,500
2,019
903,233,140
45
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
7
8
1,929
2,001
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
832
832
GasA
Ex
Y
FuseA
854
0
0
854
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,991
Unf
2
576
TA
TA
Y
48
112
0
0
0
0
null
GdPrv
null
0
7
2,007
WD
Normal
132,000
2,020
903,233,180
50
RM
52
6,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,931
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
No
LwQ
425
Unf
0
459
884
GasA
TA
Y
FuseA
959
408
0
1,367
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,978
Unf
1
560
TA
TA
Y
0
0
0
0
120
0
null
null
null
0
11
2,007
WD
Normal
127,500
2,021
903,234,160
30
RM
60
6,180
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1Story
6
5
1,926
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
960
960
GasA
TA
N
SBrkr
986
0
0
986
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,926
Unf
1
180
TA
TA
Y
0
128
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
102,000
2,022
903,236,130
70
RM
47
7,755
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
8
1,918
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
1,100
1,100
GasA
Ex
Y
FuseA
1,100
1,164
0
2,264
0
0
2
1
4
1
TA
8
Typ
0
null
Detchd
1,950
Unf
1
408
TA
TA
Y
0
152
0
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
200,000
2,023
903,400,040
70
RL
60
13,515
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
6
6
1,919
1,950
Gambrel
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
764
764
GasA
Ex
Y
FuseA
1,060
764
0
1,824
0
0
1
0
3
1
TA
8
Typ
1
Gd
Detchd
1,940
Unf
2
520
TA
TA
N
0
0
126
0
0
0
null
GdPrv
null
0
7
2,007
WD
Normal
180,500
2,024
903,401,070
50
RL
60
8,850
Pave
Pave
Reg
Bnk
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
7
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
752
624
0
1,376
0
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,977
Unf
2
576
TA
TA
P
0
54
144
0
0
0
null
null
null
0
2
2,007
WD
Normal
165,000
2,025
903,425,270
50
RL
60
8,550
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Norm
1Fam
1.5Fin
5
5
1,926
1,950
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Fa
TA
No
Unf
0
Unf
0
750
750
GasA
TA
Y
SBrkr
960
356
0
1,316
0
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,965
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,007
ConLw
Family
90,000
2,026
903,425,280
70
RL
60
8,730
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Norm
1Fam
2Story
6
7
1,915
2,003
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
698
698
GasA
Ex
Y
FuseA
698
698
0
1,396
0
0
1
0
3
1
TA
7
Typ
0
null
Detchd
2,003
Unf
1
384
TA
TA
Y
0
0
0
0
259
0
null
null
null
0
7
2,007
WD
Normal
153,575
2,027
903,426,010
70
RM
null
5,700
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
OldTown
Feedr
Norm
1Fam
2Story
7
6
1,929
1,990
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
Rec
336
Unf
0
336
672
GasA
Gd
N
FuseA
672
672
0
1,344
1
0
1
1
3
1
Gd
6
Typ
1
Gd
Attchd
1,979
Unf
2
456
TA
TA
Y
0
0
70
0
0
0
null
GdPrv
null
0
9
2,007
WD
Normal
140,000
2,028
903,427,040
50
RM
60
8,520
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
6
7
1,916
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
Gd
BrkTil
TA
TA
No
Rec
168
LwQ
546
0
714
GasW
TA
N
SBrkr
1,664
862
0
2,526
0
0
2
0
5
1
Gd
10
Typ
1
Gd
Detchd
1,916
Unf
1
216
TA
TA
Y
88
15
0
0
0
0
null
GdWo
null
0
8
2,007
CWD
Family
136,000
2,029
903,430,040
45
RM
40
5,680
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
4
1,901
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
592
592
GasA
TA
N
FuseA
933
240
0
1,173
0
0
2
0
3
1
TA
7
Typ
0
null
Detchd
1,920
Unf
1
240
TA
Fa
Y
0
25
77
0
0
0
null
MnPrv
null
0
9
2,007
WD
AdjLand
113,000
2,030
903,430,050
50
RM
40
5,680
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
3
1,901
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
969
969
GasA
TA
N
FuseA
969
245
0
1,214
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,920
Unf
1
216
TA
TA
N
0
0
77
0
0
0
null
MnPrv
null
0
9
2,007
WD
AdjLand
117,000
2,031
903,450,060
50
RM
null
7,758
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
7
4
1,931
1,950
Gable
CompShg
Stucco
Stucco
BrkFace
600
TA
Fa
PConc
TA
TA
No
LwQ
224
Unf
0
816
1,040
GasA
Ex
Y
FuseF
1,226
592
0
1,818
0
0
1
1
4
1
TA
7
Typ
2
TA
Detchd
1,951
Unf
1
240
TA
TA
Y
0
0
0
0
184
0
null
null
null
0
6
2,007
WD
Normal
169,500
2,032
903,451,110
45
RM
57
7,449
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Unf
7
7
1,930
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
637
637
GasA
Ex
Y
FuseF
1,108
0
0
1,108
0
0
1
0
3
1
Gd
6
Typ
1
Gd
Attchd
1,930
Unf
1
280
TA
TA
N
0
0
205
0
0
0
null
GdPrv
null
0
6
2,007
WD
Normal
139,400
2,033
903,453,080
80
RM
120
13,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
SLvl
6
6
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
BrkFace
234
TA
TA
CBlock
TA
TA
No
BLQ
375
Unf
0
366
741
GasA
Fa
Y
SBrkr
1,497
797
0
2,294
0
0
3
0
5
1
TA
9
Typ
1
Gd
Attchd
1,963
Unf
2
658
TA
TA
Y
0
110
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
202,500
2,034
903,454,010
70
RM
60
6,882
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
6
7
1,914
2,006
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
684
684
GasA
TA
Y
SBrkr
773
582
0
1,355
0
0
1
1
3
1
Gd
7
Typ
0
null
null
null
null
0
0
null
null
Y
136
0
115
0
0
0
null
null
null
0
3
2,007
WD
Normal
127,000
2,035
903,454,090
50
RM
50
9,000
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
6
1,937
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
780
780
GasA
TA
Y
SBrkr
780
595
0
1,375
0
0
1
1
3
1
Gd
6
Typ
1
Gd
Detchd
1,979
Unf
1
544
TA
TA
P
0
162
0
0
126
0
null
null
null
0
12
2,007
WD
Normal
141,000
2,036
903,456,110
60
RM
60
9,780
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
7
9
1,950
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Ex
CBlock
TA
TA
No
LwQ
354
Rec
398
224
976
GasA
Ex
Y
SBrkr
976
976
0
1,952
0
0
1
1
4
1
Gd
8
Typ
2
TA
Detchd
1,950
Fin
1
299
TA
TA
Y
285
0
0
0
216
0
null
null
null
0
4
2,007
WD
Normal
212,300
2,037
903,457,040
50
RM
60
10,320
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
5
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
Fa
No
LwQ
375
Unf
0
763
1,138
GasA
Gd
Y
SBrkr
1,138
1,042
0
2,180
0
0
1
1
3
1
TA
7
Typ
1
Gd
Detchd
2,006
Unf
2
720
TA
TA
N
0
0
170
0
0
0
null
null
null
0
5
2,007
WD
Normal
161,000
2,038
903,457,130
190
RM
52
4,330
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
2fmCon
1.5Fin
4
6
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
Rec
681
ALQ
127
0
808
GasA
TA
Y
SBrkr
838
477
0
1,315
1
0
2
0
3
1
TA
5
Typ
0
null
Detchd
1,958
RFn
2
436
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,007
COD
Abnorml
99,500
2,039
903,458,020
75
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2.5Unf
5
7
1,920
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
530
530
GasA
TA
N
SBrkr
581
530
0
1,111
0
0
1
0
3
1
Fa
6
Typ
0
null
Detchd
1,935
Unf
1
288
TA
TA
N
0
0
144
0
0
0
null
null
null
0
3
2,007
WD
Normal
101,000
2,040
903,458,060
30
RM
40
4,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
7
1,916
1,990
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
197
Unf
0
999
1,196
GasA
Ex
Y
FuseA
1,196
0
0
1,196
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,957
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
109,900
2,041
903,475,040
50
RM
null
12,358
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
OldTown
Feedr
Norm
1Fam
1.5Fin
5
6
1,941
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
360
Unf
0
360
720
GasA
TA
Y
SBrkr
854
0
528
1,382
0
0
1
1
2
1
TA
7
Typ
0
null
Detchd
1,991
Unf
2
660
TA
TA
Y
237
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
128,500
2,042
903,475,060
190
RM
60
10,120
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
OldTown
Feedr
Norm
2fmCon
2.5Unf
7
4
1,910
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
TA
CBlock
TA
TA
No
Unf
0
Unf
0
925
925
GasA
TA
N
FuseF
964
925
0
1,889
0
0
1
1
4
2
TA
9
Typ
1
Gd
Detchd
1,960
Unf
1
308
TA
TA
N
0
0
264
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
122,000
2,043
903,476,100
45
RM
55
4,388
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
OldTown
Feedr
Norm
1Fam
1.5Unf
5
7
1,930
1,950
Gable
CompShg
WdShing
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
LwQ
116
Unf
0
556
672
GasA
Ex
Y
SBrkr
840
0
0
840
0
0
1
0
3
1
TA
5
Typ
1
TA
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
87,000
2,044
903,484,080
50
RM
60
10,320
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Artery
Norm
1Fam
1.5Fin
4
1
1,910
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
CBlock
TA
Fa
No
Unf
0
Unf
0
771
771
GasA
Fa
Y
SBrkr
866
504
114
1,484
0
0
2
0
3
1
TA
6
Sal
0
null
Detchd
1,910
Unf
1
264
TA
Fa
N
14
211
0
0
84
0
null
null
null
0
9
2,007
COD
Abnorml
50,000
2,045
904,100,100
70
RL
107
12,888
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
2Story
7
8
1,937
1,980
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
288
Unf
0
717
1,005
GasA
TA
Y
SBrkr
1,262
1,005
0
2,267
1
0
1
1
3
1
TA
7
Typ
2
Gd
Attchd
1,937
Fin
2
498
TA
TA
Y
521
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
219,000
2,046
904,101,070
50
RL
138
18,030
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
1.5Fin
5
6
1,946
1,994
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
152
BLQ
469
977
1,598
GasA
TA
Y
SBrkr
1,636
971
479
3,086
0
0
3
0
3
1
Ex
12
Maj1
1
Gd
null
null
null
0
0
null
null
Y
122
0
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
200,500
2,047
904,301,110
50
RL
60
8,160
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
6
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
312
Unf
0
444
756
GasA
Fa
N
FuseF
756
378
0
1,134
1
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,940
Unf
1
240
TA
TA
P
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
AdjLand
126,000
2,048
904,302,010
190
RL
59
4,484
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SWISU
Norm
Norm
2fmCon
1.5Fin
5
6
1,942
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
485
Unf
0
187
672
GasA
TA
N
SBrkr
778
504
0
1,282
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,942
Unf
1
240
TA
TA
Y
0
88
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
108,500
2,049
905,100,060
190
RL
75
11,235
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
2fmCon
SFoyer
5
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
925
Unf
0
0
925
GasA
TA
Y
SBrkr
999
0
0
999
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,963
Unf
1
308
TA
TA
Y
40
176
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
130,000
2,050
905,100,080
85
RL
75
11,235
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
5
5
1,964
1,980
Gable
CompShg
HdBoard
HdBoard
BrkFace
30
TA
TA
CBlock
Gd
TA
Av
BLQ
785
Unf
0
635
1,420
GasA
Gd
Y
SBrkr
1,452
0
0
1,452
1
0
1
0
2
1
TA
6
Min2
1
TA
Detchd
1,964
Unf
2
572
TA
TA
Y
92
0
88
0
0
0
null
null
null
0
11
2,007
WD
Normal
158,450
2,051
905,101,070
20
RL
62
14,299
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
3
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
513
LwQ
144
348
1,005
GasA
TA
Y
SBrkr
1,005
0
0
1,005
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,964
Unf
2
440
TA
TA
N
0
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
115,400
2,052
905,101,200
20
RL
61
7,943
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
5
1,961
1,961
Gable
CompShg
VinylSd
VinylSd
BrkCmn
192
TA
Fa
CBlock
TA
TA
Mn
Rec
903
Unf
0
126
1,029
GasA
Gd
Y
SBrkr
1,029
0
0
1,029
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,961
Unf
1
261
TA
TA
Y
64
0
39
0
0
0
null
null
null
0
4
2,007
WD
Normal
118,500
2,053
905,102,010
80
RL
65
14,149
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
5
8
1,964
2,001
Hip
CompShg
HdBoard
HdBoard
BrkFace
50
Gd
Gd
CBlock
TA
TA
Gd
LwQ
68
BLQ
722
190
980
GasA
TA
Y
SBrkr
1,020
0
0
1,020
0
1
2
0
3
1
TA
5
Typ
1
Po
Detchd
1,970
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
165,000
2,054
905,103,110
20
RL
null
11,677
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
4
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
BrkFace
442
TA
TA
CBlock
TA
TA
Av
Rec
249
BLQ
761
30
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,966
RFn
1
264
TA
TA
Y
0
90
0
0
0
0
null
MnPrv
null
0
2
2,007
WD
Normal
123,000
2,055
905,104,030
85
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
6
5
1,966
1,966
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
Gd
LwQ
187
Rec
627
0
814
GasA
Gd
Y
SBrkr
913
0
0
913
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,990
Unf
1
240
TA
TA
Y
0
0
252
0
0
0
null
null
null
0
5
2,007
WD
Normal
129,000
2,056
905,104,090
20
RL
99
7,094
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,966
1,966
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
180
LwQ
374
340
894
GasA
TA
Y
SBrkr
894
0
0
894
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,966
RFn
1
384
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
125,000
2,057
905,104,170
20
RL
null
8,978
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,968
1,968
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
948
948
GasA
TA
Y
SBrkr
948
0
0
948
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,968
Unf
1
300
TA
TA
Y
147
0
0
0
0
0
null
null
null
0
5
2,007
WD
Family
108,000
2,058
905,104,240
190
RL
70
8,425
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
Sawyer
Feedr
Norm
2fmCon
1Story
5
6
1,971
1,990
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
748
Unf
0
20
768
GasA
Gd
Y
SBrkr
868
0
0
868
1
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,989
Unf
2
576
TA
TA
Y
138
0
0
0
0
0
null
GdPrv
null
0
5
2,007
WD
Normal
119,900
2,059
905,105,040
20
RL
86
8,665
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
BrkFace
89
TA
TA
CBlock
TA
TA
Mn
Rec
168
BLQ
288
420
876
GasA
TA
Y
SBrkr
897
0
0
897
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,968
RFn
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
115,000
2,060
905,105,170
20
RL
null
8,398
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,967
1,967
Gable
CompShg
MetalSd
MetalSd
BrkFace
323
TA
Gd
CBlock
TA
TA
No
LwQ
114
BLQ
529
300
943
GasA
TA
Y
SBrkr
943
0
0
943
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,972
Unf
2
528
TA
TA
Y
132
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
134,500
2,061
905,105,260
20
RL
66
7,742
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
763
Unf
0
192
955
GasA
Ex
Y
SBrkr
955
0
0
955
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,966
Unf
1
386
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
127,000
2,062
905,106,150
20
RL
109
8,724
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,968
1,968
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
No
BLQ
492
Unf
0
402
894
GasA
Gd
Y
SBrkr
894
0
0
894
0
0
1
0
3
1
TA
5
Typ
1
Po
Attchd
1,968
Fin
2
450
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
129,000
2,063
905,107,140
20
RL
71
8,197
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
6
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
148
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
660
660
GasA
Ex
Y
SBrkr
1,285
0
0
1,285
0
0
1
1
3
1
TA
7
Typ
1
TA
Attchd
1,977
RFn
2
528
TA
TA
Y
138
0
0
0
0
0
null
MnPrv
null
0
4
2,007
WD
Normal
143,500
2,064
905,200,010
20
RL
null
8,169
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
7
1,966
1,966
Gable
CompShg
Plywood
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
Rec
216
ALQ
435
261
912
GasA
Ex
Y
SBrkr
912
0
0
912
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,966
Unf
1
315
TA
TA
Y
204
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
129,000
2,065
905,201,080
20
RL
81
14,175
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Sawyer
PosA
Norm
1Fam
1Story
5
5
1,956
1,998
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Rec
386
ALQ
522
332
1,240
GasA
Gd
Y
SBrkr
1,375
0
0
1,375
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,956
Unf
1
323
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
187,000
2,066
905,225,020
60
RL
99
16,779
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
2Story
5
4
1,920
1,996
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
356
TA
Fa
CBlock
Gd
TA
No
BLQ
267
Unf
0
404
671
GasA
Fa
Y
SBrkr
1,567
1,087
0
2,654
0
0
3
0
4
1
TA
11
Mod
1
Gd
Attchd
1,946
Unf
2
638
TA
TA
Y
128
570
0
0
0
0
null
null
Shed
500
5
2,007
WD
Normal
158,000
2,067
905,226,050
30
RL
null
25,339
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,918
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
Ex
Y
SBrkr
1,416
0
0
1,416
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Unf
2
576
TA
TA
N
0
0
112
0
0
0
null
null
null
0
8
2,007
WD
Normal
112,000
2,068
905,226,080
50
RL
70
6,960
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1.5Fin
7
8
1,940
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
258
Unf
0
422
680
GasA
Ex
Y
FuseA
798
504
0
1,302
0
0
1
1
2
1
Gd
6
Typ
2
Gd
Attchd
1,940
Unf
1
224
TA
TA
Y
0
0
0
0
126
0
null
MnPrv
null
0
7
2,007
WD
Normal
165,250
2,069
905,226,130
20
RL
91
11,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
6
5
1,954
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
736
Unf
0
231
967
GasA
TA
Y
SBrkr
1,299
0
0
1,299
0
0
1
0
3
1
Gd
6
Typ
1
TA
Attchd
1,954
Unf
2
494
TA
TA
Y
81
0
280
0
0
0
null
null
null
0
10
2,007
WD
Normal
150,000
2,070
905,226,170
20
RL
85
13,770
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
6
1,958
1,998
Gable
CompShg
Plywood
Plywood
BrkFace
340
TA
TA
CBlock
TA
TA
Mn
Rec
190
BLQ
873
95
1,158
GasA
TA
Y
SBrkr
1,176
0
0
1,176
1
0
1
0
3
1
TA
6
Typ
2
Gd
Attchd
1,958
Unf
1
303
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,007
VWD
Normal
137,000
2,071
905,228,020
20
RL
null
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
4
7
1,945
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
N
FuseA
998
0
0
998
0
0
1
0
3
1
TA
5
Min2
0
null
2Types
1,952
Unf
2
460
Fa
TA
Y
0
0
140
0
0
0
null
null
null
0
5
2,007
WD
Normal
89,500
2,072
905,301,050
20
RL
null
115,149
Pave
null
IR2
Low
AllPub
CulDSac
Sev
ClearCr
Norm
Norm
1Fam
1Story
7
5
1,971
2,002
Gable
CompShg
Plywood
Plywood
Stone
351
TA
TA
CBlock
Gd
TA
Gd
GLQ
1,219
Unf
0
424
1,643
GasA
TA
Y
SBrkr
1,824
0
0
1,824
1
0
2
0
2
1
Gd
5
Typ
2
TA
Attchd
1,971
Unf
2
739
TA
TA
Y
380
48
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
302,000
2,073
905,352,010
20
RL
null
11,075
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
ClearCr
Norm
Norm
1Fam
1Story
6
5
1,984
1,984
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
136
TA
TA
PConc
Gd
TA
No
BLQ
299
LwQ
891
0
1,190
GasA
Ex
Y
SBrkr
1,522
0
0
1,522
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,984
Fin
2
552
TA
TA
Y
0
77
0
0
168
0
null
GdPrv
null
0
2
2,007
WD
Normal
182,000
2,074
905,352,180
60
RL
97
10,029
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
ClearCr
Norm
Norm
1Fam
2Story
6
5
1,988
1,989
Gable
CompShg
Plywood
Plywood
BrkFace
268
Gd
TA
PConc
Gd
TA
No
GLQ
831
Unf
0
320
1,151
GasA
TA
Y
SBrkr
1,164
896
0
2,060
0
1
2
1
4
1
TA
8
Typ
1
TA
Attchd
1,988
Unf
2
521
TA
TA
Y
0
228
0
0
192
0
null
null
null
0
9
2,007
WD
Normal
211,000
2,075
905,376,090
20
RL
null
17,541
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,948
2,005
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
CBlock
TA
Gd
Mn
BLQ
300
Unf
0
109
409
GasA
Ex
Y
SBrkr
1,325
0
0
1,325
0
0
2
0
3
1
Gd
6
Typ
1
TA
Detchd
1,996
Unf
2
576
TA
TA
Y
0
42
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
216,000
2,076
905,377,020
20
RL
null
22,692
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
587
Unf
0
486
1,073
GasA
TA
Y
SBrkr
1,630
0
0
1,630
0
0
2
0
3
1
TA
6
Mod
1
TA
Detchd
1,953
Unf
2
649
TA
TA
P
0
64
0
0
0
0
null
null
null
0
3
2,007
COD
Normal
130,000
2,077
905,377,050
20
RL
84
17,808
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Feedr
Norm
1Fam
1Story
4
5
1,946
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
484
484
GasA
TA
N
SBrkr
1,242
0
0
1,242
0
0
1
0
2
1
TA
4
Mod
0
null
Attchd
1,946
Unf
1
336
TA
TA
N
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
109,900
2,078
905,401,020
20
RL
102
12,671
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
ClearCr
Norm
Norm
1Fam
1Story
6
7
1,954
1,994
Hip
CompShg
MetalSd
MetalSd
Stone
300
TA
Gd
CBlock
Gd
Fa
No
LwQ
353
Unf
0
935
1,288
GasA
Ex
Y
SBrkr
2,422
0
0
2,422
0
0
3
0
4
1
Gd
6
Min2
2
Gd
Attchd
1,954
Fin
2
527
TA
TA
Y
0
63
0
0
144
0
null
null
null
0
7
2,007
WD
Normal
255,000
2,079
905,426,010
20
RL
84
12,615
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
7
1,950
2,001
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
Gd
Av
ALQ
477
Unf
0
725
1,202
GasA
TA
Y
SBrkr
2,158
0
0
2,158
1
0
2
0
4
1
Gd
7
Typ
1
Gd
Attchd
1,950
Unf
2
576
TA
TA
Y
0
29
39
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
243,000
2,080
905,451,390
50
RL
70
10,512
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
6
1,954
1,954
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
491
Unf
0
497
988
GasA
Ex
Y
SBrkr
988
638
0
1,626
0
0
1
1
3
1
Gd
6
Typ
0
null
Attchd
1,954
Unf
1
332
TA
TA
Y
366
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
154,000
2,081
905,475,270
20
RL
60
5,400
Pave
null
Reg
HLS
AllPub
Inside
Gtl
SWISU
Norm
Norm
1Fam
1Story
5
5
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
453
Unf
0
411
864
GasA
TA
Y
SBrkr
864
0
0
864
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,958
Unf
1
399
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
118,000
2,082
905,475,520
30
RL
null
11,515
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,958
1,994
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
N
SBrkr
943
0
0
943
0
0
1
0
3
1
Gd
5
Min2
0
null
Detchd
1,958
Unf
1
308
TA
TA
N
0
0
60
0
0
0
null
null
null
0
8
2,007
WD
Normal
80,000
2,083
905,476,160
90
RL
42
7,711
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
4
3
1,977
1,977
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
1,440
Unf
0
0
1,440
GasA
TA
Y
SBrkr
1,440
0
0
1,440
2
0
2
0
4
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
N
321
0
0
0
0
0
null
null
null
0
8
2,007
Oth
Abnorml
150,000
2,084
905,476,170
30
RL
58
9,098
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
7
1,920
2,002
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
Mn
ALQ
348
Unf
0
180
528
GasA
Ex
Y
SBrkr
605
0
0
605
1
0
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
0
0
144
0
0
0
null
null
null
0
7
2,007
WD
Normal
86,000
2,085
905,476,225
120
RL
39
3,869
Pave
null
Reg
Lvl
AllPub
Inside
Mod
Edwards
Norm
Norm
TwnhsE
1Story
5
6
1,984
1,984
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
149
Gd
Ex
CBlock
TA
TA
No
LwQ
283
GLQ
755
0
1,038
GasA
Gd
Y
SBrkr
1,038
0
0
1,038
0
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,984
RFn
1
264
TA
TA
Y
0
105
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
130,000
2,086
905,478,140
20
RL
58
9,280
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,951
1,951
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Fa
TA
No
ALQ
557
Unf
0
785
1,342
GasA
Ex
Y
SBrkr
1,342
0
0
1,342
1
0
1
0
4
1
TA
7
Typ
0
null
Detchd
1,951
Unf
1
256
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
125,000
2,087
905,478,220
50
RL
60
11,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
6
1,951
1,994
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
Mn
LwQ
1,080
Unf
0
0
1,080
GasA
TA
N
SBrkr
1,080
400
0
1,480
1
0
1
0
4
1
TA
7
Typ
1
Gd
Attchd
1,951
Unf
1
253
TA
TA
Y
0
0
68
0
0
0
null
null
null
0
7
2,007
WD
Normal
136,500
2,088
905,480,090
50
RL
50
7,550
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
4
5
1,920
1,950
Gambrel
CompShg
MetalSd
MetalSd
null
0
Fa
Fa
BrkTil
TA
Fa
No
Unf
0
Unf
0
951
951
GasW
Fa
N
SBrkr
986
376
0
1,362
0
0
2
0
4
1
TA
7
Typ
0
null
Detchd
1,920
Unf
1
280
Fa
TA
P
0
0
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
96,000
2,089
905,480,180
20
RL
60
9,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Artery
Norm
1Fam
1Story
5
6
1,957
2,006
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
98
TA
TA
PConc
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
1,340
0
0
1,340
0
0
1
0
3
1
TA
7
Typ
1
Gd
Attchd
1,957
RFn
1
252
TA
TA
Y
116
0
0
180
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
120,000
2,090
906,200,230
50
RL
104
23,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
1Fam
1.5Fin
6
5
1,984
1,984
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,105
1,105
GasA
Ex
Y
SBrkr
1,105
717
0
1,822
0
0
2
0
4
1
Gd
7
Min2
1
Po
Attchd
1,984
Unf
2
515
TA
TA
P
0
195
1,012
0
0
444
TA
null
null
0
4
2,007
WD
Normal
228,500
2,091
906,201,022
20
RL
114
10,357
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Feedr
Norm
1Fam
1Story
7
5
1,990
1,991
Hip
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
738
Unf
0
172
910
GasA
Gd
Y
SBrkr
1,442
0
0
1,442
1
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
1,990
Fin
2
719
TA
TA
Y
0
244
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
179,900
2,092
906,201,023
60
RL
116
13,474
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
1Fam
2Story
7
5
1,990
1,991
Gable
CompShg
HdBoard
Plywood
BrkFace
246
Gd
TA
CBlock
Gd
TA
No
ALQ
700
Unf
0
0
700
GasA
Gd
Y
SBrkr
1,122
1,121
0
2,243
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,990
RFn
3
746
TA
TA
Y
127
44
224
0
0
0
null
null
null
0
6
2,007
WD
Normal
225,000
2,093
906,201,200
60
RL
86
10,380
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,986
1,987
Gable
CompShg
Plywood
Plywood
BrkFace
172
Gd
TA
CBlock
TA
TA
Gd
LwQ
28
ALQ
1,474
0
1,502
GasA
Ex
Y
SBrkr
1,553
1,177
0
2,730
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,987
Fin
2
576
TA
TA
Y
201
96
0
0
0
0
null
MnPrv
null
0
8
2,007
WD
Normal
301,000
2,094
906,203,140
60
RL
103
13,125
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,991
1,991
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Ex
TA
Mn
BLQ
48
GLQ
634
422
1,104
GasA
Ex
Y
SBrkr
912
1,215
0
2,127
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,991
RFn
3
833
TA
TA
Y
72
192
224
0
0
0
null
GdPrv
null
0
11
2,007
WD
Normal
238,000
2,095
906,204,140
60
RL
82
11,287
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
6
1,989
1,989
Gable
CompShg
Plywood
Plywood
BrkFace
340
Gd
TA
CBlock
Gd
TA
Av
GLQ
421
Unf
0
386
807
GasA
Gd
Y
SBrkr
1,175
807
0
1,982
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,989
Fin
2
575
TA
TA
Y
0
84
0
196
0
0
null
null
null
0
1
2,007
WD
Normal
228,500
2,096
906,223,040
60
RL
75
9,317
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,994
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
Gd
No
GLQ
497
Unf
0
282
779
GasA
Ex
Y
SBrkr
1,029
929
0
1,958
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,994
RFn
2
499
TA
TA
Y
202
93
0
0
0
0
null
null
null
0
7
2,007
CWD
Normal
220,000
2,097
906,340,080
60
RL
77
9,965
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
220
Gd
TA
PConc
Ex
TA
Av
GLQ
984
Unf
0
280
1,264
GasA
Ex
Y
SBrkr
1,282
1,414
0
2,696
1
0
2
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,007
Fin
3
792
TA
TA
Y
120
184
0
0
168
0
null
null
null
0
10
2,007
New
Partial
383,970
2,098
906,340,090
60
RL
77
9,965
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,006
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
340
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,150
Unf
0
316
1,466
GasA
Ex
Y
SBrkr
1,466
1,362
0
2,828
1
0
3
0
4
1
Gd
11
Typ
1
TA
BuiltIn
2,006
RFn
3
1,052
TA
TA
Y
125
144
0
0
0
0
null
null
null
0
4
2,007
New
Partial
424,870
2,099
906,378,120
20
RL
71
9,178
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
306
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,643
1,643
GasA
Ex
Y
SBrkr
1,651
0
0
1,651
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
Fin
3
870
TA
TA
Y
204
64
0
0
0
0
null
null
null
0
9
2,007
New
Partial
250,000
2,100
906,378,150
20
RL
93
10,481
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Hip
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
2,140
2,140
GasA
Ex
Y
SBrkr
2,140
0
0
2,140
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,006
Fin
3
894
TA
TA
Y
136
32
0
0
0
0
null
null
null
0
6
2,007
New
Partial
360,000