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
701
902,109,130
190
RM
63
7,627
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
2fmCon
2Story
4
6
1,920
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
Fa
TA
BrkTil
Fa
Po
No
Unf
0
Unf
0
600
600
GasA
Gd
N
SBrkr
1,101
600
0
1,701
0
0
2
0
4
2
Fa
8
Typ
0
null
null
null
null
0
0
null
null
N
0
0
148
0
0
0
null
null
null
0
10
2,009
WD
Normal
94,550
702
902,109,140
90
RM
60
7,596
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
Duplex
2Story
5
5
1,952
1,952
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
360
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
960
960
GasA
Gd
Y
SBrkr
960
1,000
0
1,960
0
0
2
0
4
2
TA
10
Typ
0
null
Detchd
1,952
Unf
2
400
TA
TA
N
0
0
0
0
0
0
null
null
null
0
7
2,009
COD
Normal
124,500
703
902,110,080
60
RM
60
3,378
Pave
Grvl
Reg
HLS
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,946
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
651
651
GasA
Gd
Y
SBrkr
707
682
0
1,389
0
0
1
1
3
1
TA
6
Typ
2
Gd
Detchd
1,947
Unf
1
240
TA
TA
P
0
0
126
0
0
0
null
null
null
0
9
2,009
WD
Normal
135,000
704
902,134,120
50
RM
56
10,134
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
5
1,910
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
801
801
GasA
Gd
N
SBrkr
801
646
0
1,447
0
0
1
0
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
N
80
0
244
0
0
0
null
null
null
0
7
2,009
WD
Normal
103,000
705
902,135,020
20
RM
60
6,000
Pave
Pave
Reg
Bnk
AllPub
Inside
Mod
OldTown
Norm
Norm
2fmCon
1Story
4
4
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
null
0
Fa
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
936
936
GasA
TA
N
SBrkr
936
0
0
936
0
0
1
0
2
1
TA
4
Min2
0
null
Detchd
1,974
Unf
2
576
TA
TA
Y
0
32
112
0
0
0
null
null
null
0
2
2,009
WD
Normal
93,000
706
902,201,110
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
7
1,950
1,970
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Ex
CBlock
TA
TA
No
BLQ
384
Unf
0
384
768
GasA
TA
Y
FuseA
768
560
0
1,328
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,950
Unf
1
308
TA
TA
Y
0
12
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
129,500
707
902,202,150
190
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
1.5Fin
5
4
1,954
1,954
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
811
811
GasA
TA
Y
FuseA
811
576
0
1,387
0
0
2
0
3
2
Gd
7
Typ
0
null
BuiltIn
1,954
Unf
1
256
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
93,000
708
902,204,080
30
RM
62
7,404
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
6
1,920
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
861
861
GasA
TA
Y
SBrkr
861
0
0
861
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,920
Unf
2
288
TA
TA
N
0
0
128
0
0
0
null
null
null
0
11
2,009
Oth
Normal
80,000
709
902,205,010
30
RM
50
5,925
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
2
4
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
null
null
null
null
0
null
0
0
0
GasA
Fa
N
FuseA
612
0
0
612
0
0
1
0
1
1
TA
4
Typ
0
null
Detchd
1,965
Unf
1
308
TA
Fa
N
0
0
25
0
0
0
null
null
null
0
10
2,009
WD
Normal
45,000
710
902,205,030
50
RM
50
5,925
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
3
6
1,910
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
600
600
Grav
Fa
N
SBrkr
600
368
0
968
0
0
1
0
2
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
GdWo
null
0
5
2,009
WD
Abnorml
37,900
711
902,206,260
30
RM
50
5,784
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
5
8
1,938
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
Fa
TA
No
Unf
0
Unf
0
190
190
GasA
Gd
Y
FuseA
886
0
0
886
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,938
Unf
1
273
TA
TA
Y
144
20
80
0
0
0
null
null
null
0
12
2,009
WD
Normal
91,300
712
902,207,170
30
RM
60
8,520
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
8
1,923
1,950
Gable
CompShg
Stucco
Stucco
null
0
Gd
TA
PConc
Fa
TA
No
Unf
0
Unf
0
624
624
GasA
TA
Y
SBrkr
792
0
0
792
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,963
Unf
1
287
TA
TA
Y
0
0
81
0
0
0
null
GdWo
null
0
2
2,009
WD
Normal
99,500
713
902,300,090
190
RM
33
4,456
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
4
5
1,920
2,008
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
736
736
GasA
Gd
Y
SBrkr
736
716
0
1,452
0
0
2
0
2
3
TA
8
Typ
0
null
null
null
null
0
0
null
null
N
0
0
102
0
0
0
null
null
null
0
6
2,009
New
Partial
113,000
714
902,301,060
70
RM
60
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
4
4
1,910
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
BrkTil
Fa
TA
No
Unf
0
Unf
0
677
677
GasA
TA
Y
SBrkr
833
677
0
1,510
0
0
2
0
3
1
Gd
7
Typ
0
null
Detchd
1,974
Unf
2
720
TA
TA
N
0
0
160
0
0
0
null
null
null
0
6
2,009
WD
Normal
87,500
715
902,301,080
50
RM
50
3,500
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
7
1,947
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
312
Unf
0
408
720
GasA
TA
Y
SBrkr
720
564
0
1,284
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,948
Unf
1
240
TA
TA
Y
0
35
0
0
0
0
null
MnWw
null
0
4
2,009
WD
Normal
110,000
716
902,325,070
75
RM
90
8,100
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2.5Unf
5
5
1,898
1,965
Hip
CompShg
AsbShng
AsbShng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
849
849
GasA
TA
N
FuseA
1,075
1,063
0
2,138
0
0
2
0
2
3
TA
11
Typ
0
null
Detchd
1,910
Unf
2
360
Fa
Po
N
40
156
0
0
0
0
null
MnPrv
null
0
11
2,009
WD
Normal
106,000
717
902,326,030
70
RM
65
11,700
Pave
Pave
IR1
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
7
1,880
2,003
Mansard
CompShg
Stucco
Stucco
null
0
Gd
TA
Stone
TA
Fa
No
Unf
0
Unf
0
1,240
1,240
GasW
TA
N
SBrkr
1,320
1,320
0
2,640
0
0
1
1
4
1
Gd
8
Typ
1
Gd
Detchd
1,950
Unf
4
864
TA
TA
N
181
0
386
0
0
0
null
null
null
0
5
2,009
WD
Normal
265,979
718
902,327,070
70
RM
70
8,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
2Story
6
7
1,900
1,950
Gable
CompShg
Stucco
BrkFace
null
0
TA
TA
BrkTil
Fa
Gd
Mn
Unf
0
Unf
0
917
917
GasA
Gd
Y
FuseA
1,090
917
0
2,007
0
0
2
0
3
1
Ex
8
Typ
0
null
Detchd
1,930
Unf
1
357
TA
TA
Y
0
235
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
160,000
719
902,329,080
70
RM
60
3,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
7
1,917
2,007
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Ex
Y
SBrkr
664
624
0
1,288
1
0
1
0
3
1
Ex
5
Typ
1
Gd
Attchd
1,917
Unf
1
280
TA
TA
N
0
103
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
119,000
720
902,330,040
70
RM
121
17,671
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
2Story
8
9
1,882
1,986
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
BrkTil
TA
TA
No
BLQ
216
Unf
0
700
916
GasA
Gd
Y
SBrkr
916
826
0
1,742
0
0
1
1
4
1
Gd
8
Typ
1
Gd
Attchd
1,925
Unf
2
424
TA
TA
P
0
169
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
168,000
721
902,331,010
30
C (all)
null
3,300
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
3
1,910
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Ex
Y
SBrkr
816
0
0
816
0
0
1
0
2
1
TA
5
Typ
1
Gd
null
null
null
0
0
null
null
N
0
33
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
58,500
722
902,401,130
70
RM
50
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
2Story
7
9
1,920
1,988
Hip
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
TA
TA
No
ALQ
624
Unf
0
26
650
GasA
Ex
Y
SBrkr
832
650
0
1,482
0
1
1
0
3
1
TA
7
Typ
0
null
Detchd
1,930
Unf
2
324
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
143,000
723
902,402,150
30
RM
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
4
1,910
2,006
Hip
CompShg
MetalSd
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
247
Rec
465
310
1,022
GasW
TA
N
SBrkr
1,022
0
0
1,022
1
0
1
0
2
1
TA
4
Maj2
0
null
Detchd
1,956
Unf
1
280
TA
TA
Y
0
30
226
0
0
0
null
null
null
0
6
2,009
WD
Normal
85,000
724
902,405,100
50
RM
98
8,820
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
6
1,890
1,996
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
1,088
Unf
0
0
1,088
GasA
TA
Y
SBrkr
1,188
561
120
1,869
0
0
1
0
2
1
TA
7
Typ
0
null
Detchd
1,963
Unf
2
456
TA
TA
Y
48
0
244
0
0
0
null
MnWw
null
0
9
2,009
WD
Normal
124,900
725
902,405,120
50
RM
60
5,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
6
1,920
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
Fa
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
972
972
GasA
Ex
Y
SBrkr
1,044
0
436
1,480
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,920
Unf
1
207
Fa
TA
Y
0
0
176
0
0
0
null
null
null
0
9
2,009
ConLI
Family
119,000
726
902,406,070
70
RM
60
9,720
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
7
1,910
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
741
741
GasA
Ex
Y
SBrkr
780
741
0
1,521
0
0
1
0
4
1
Gd
8
Typ
0
null
Detchd
1,950
Unf
3
640
TA
TA
Y
0
0
238
0
0
0
null
MnPrv
null
0
9
2,009
WD
Normal
146,500
727
902,477,120
30
C (all)
60
7,879
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
5
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
495
Unf
0
225
720
GasA
TA
N
FuseA
720
0
0
720
0
0
1
0
2
1
TA
4
Typ
0
null
null
null
null
0
0
null
null
N
0
523
115
0
0
0
null
GdWo
null
0
11
2,009
WD
Abnorml
34,900
728
902,477,130
30
C (all)
72
9,392
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
3
3
1,900
1,950
Mansard
CompShg
AsbShng
AsbShng
null
0
TA
Fa
CBlock
Fa
TA
No
Unf
0
Unf
0
245
245
GasA
TA
N
SBrkr
797
0
0
797
0
0
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
N
0
36
94
0
0
0
null
null
null
0
9
2,009
WD
Abnorml
44,000
729
903,200,080
70
RL
144
21,384
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
2Story
5
6
1,923
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Gd
GLQ
1,309
Unf
0
15
1,324
GasA
Ex
Y
SBrkr
1,072
504
0
1,576
2
0
1
1
3
1
Gd
6
Typ
1
TA
Attchd
1,923
RFn
2
528
TA
TA
Y
0
312
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
223,500
730
903,201,020
30
RL
null
6,615
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
6
6
1,923
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,022
1,022
GasA
TA
N
FuseA
1,432
0
0
1,432
0
0
1
0
3
1
Gd
6
Typ
1
Gd
BuiltIn
1,923
Unf
1
216
Fa
TA
Y
266
61
0
0
0
0
null
GdWo
null
0
9
2,009
WD
Normal
149,000
731
903,201,080
50
RL
55
7,264
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
7
7
1,925
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
952
952
GasW
Gd
N
SBrkr
952
596
0
1,548
0
0
2
1
3
1
Ex
5
Typ
0
null
Detchd
1,978
Unf
2
672
TA
TA
Y
74
0
0
0
144
0
null
null
null
0
10
2,009
WD
Normal
205,000
732
903,202,170
70
RL
50
4,960
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
RRAn
Norm
1Fam
1.5Fin
5
7
1,930
1,982
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
297
297
GasA
Ex
Y
SBrkr
1,001
653
0
1,654
0
0
2
0
3
1
TA
7
Typ
1
Gd
Detchd
1,955
Unf
1
336
TA
TA
N
244
60
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
137,000
733
903,205,040
30
RL
null
8,854
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
6
6
1,916
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
952
952
Grav
Fa
N
FuseF
952
0
0
952
0
0
1
0
2
1
Fa
4
Typ
1
Gd
Detchd
1,916
Unf
1
192
Fa
Po
P
0
98
0
0
40
0
null
null
null
0
5
2,009
WD
Normal
121,000
734
903,226,130
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
4
6
1,936
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
672
Unf
0
0
672
GasA
TA
Y
SBrkr
757
567
0
1,324
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,936
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
128,000
735
903,226,170
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
9
1,937
2,000
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
698
698
GasA
TA
Y
SBrkr
786
390
0
1,176
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,999
Unf
2
624
TA
TA
N
210
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
134,900
736
903,227,070
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
8
1,925
1,997
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
884
884
GasA
Ex
Y
SBrkr
884
464
0
1,348
1
0
1
0
3
1
TA
5
Typ
1
Fa
Detchd
1,960
Unf
1
216
TA
TA
N
0
0
208
0
0
0
null
null
null
0
5
2,009
WD
Normal
117,000
737
903,227,090
50
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
6
6
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Fa
CBlock
TA
TA
No
Unf
0
Unf
0
780
780
GasA
Ex
Y
FuseF
825
587
0
1,412
0
0
1
0
4
1
TA
6
Typ
1
Gd
Detchd
1,939
Unf
1
280
TA
TA
Y
45
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
132,500
738
903,228,070
50
RM
60
6,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
5
1,924
1,950
Gable
CompShg
Stucco
Stucco
BrkFace
444
TA
TA
BrkTil
TA
TA
No
Rec
220
Unf
0
248
468
GasA
Gd
Y
SBrkr
822
320
0
1,142
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,924
Fin
1
320
TA
TA
Y
0
0
98
0
0
0
null
null
null
0
6
2,009
WD
Normal
93,000
739
903,228,120
45
RM
50
6,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
6
7
1,926
2,004
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
PConc
TA
TA
No
Unf
0
Unf
0
884
884
GasA
Gd
Y
SBrkr
904
0
0
904
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,926
Unf
1
180
TA
TA
Y
0
0
105
0
0
0
null
null
null
0
1
2,009
WD
Normal
119,000
740
903,230,100
30
RM
60
6,911
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
BrkSide
Feedr
Norm
1Fam
1Story
5
5
1,924
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
Mn
LwQ
405
Unf
0
740
1,145
GasA
TA
Y
SBrkr
1,301
0
0
1,301
0
0
1
0
2
1
Fa
5
Min1
0
null
Detchd
1,965
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
100,000
741
903,231,010
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
6
1,936
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
BrkTil
TA
TA
No
Unf
0
Unf
0
927
927
GasA
TA
Y
SBrkr
1,067
472
0
1,539
0
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,995
Unf
2
576
TA
TA
Y
112
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
141,500
742
903,231,030
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
4
7
1,935
1,995
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
884
884
GasA
Ex
Y
SBrkr
989
584
0
1,573
0
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,935
Unf
1
240
TA
TA
Y
0
0
54
0
120
0
null
null
null
0
7
2,009
WD
Normal
133,000
743
903,231,060
30
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
2
3
1,936
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
Fa
Fa
BrkTil
TA
Fa
No
Unf
0
Unf
0
264
264
Grav
Fa
N
FuseA
800
0
0
800
0
0
1
0
1
1
Fa
4
Maj1
1
Po
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
1
2,009
ConLw
Normal
60,000
744
903,231,130
30
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
7
1,931
1,993
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
209
Unf
0
506
715
GasA
TA
Y
FuseA
875
0
0
875
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,931
Unf
1
180
Fa
TA
Y
48
0
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
105,000
745
903,232,060
30
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
6
1,925
1,999
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
960
960
GasA
Gd
Y
SBrkr
995
0
0
995
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,926
Unf
1
264
TA
TA
Y
0
15
51
0
0
0
null
MnPrv
null
0
3
2,009
WD
Abnorml
115,000
746
903,234,220
50
RM
51
6,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
6
1,938
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
Fa
No
LwQ
273
Unf
0
679
952
GasA
TA
Y
FuseA
994
588
0
1,582
0
0
2
0
3
1
TA
6
Typ
1
Gd
Detchd
1,938
Unf
1
250
Fa
TA
Y
189
0
34
150
0
0
null
null
null
0
2
2,009
WD
Normal
150,000
747
903,236,040
30
RM
50
8,635
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
5
5
1,925
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
BrkTil
TA
TA
No
LwQ
134
Unf
0
938
1,072
GasA
TA
Y
SBrkr
1,072
0
0
1,072
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,982
Unf
5
1,184
Fa
TA
P
0
0
105
0
0
0
null
null
null
0
8
2,009
WD
Normal
126,500
748
903,400,220
75
RL
null
11,888
Pave
Pave
IR1
Bnk
AllPub
Inside
Gtl
BrkSide
PosN
Norm
1Fam
2.5Unf
6
6
1,916
1,994
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
844
844
GasA
Gd
N
FuseA
1,445
689
0
2,134
0
0
2
0
5
1
Gd
10
Typ
0
null
Detchd
1,930
Unf
2
441
TA
TA
Y
0
60
268
0
0
0
null
null
null
0
7
2,009
WD
Normal
214,500
749
903,425,245
70
RL
60
11,414
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
BrkSide
RRAn
Feedr
1Fam
2Story
7
8
1,910
1,993
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
BrkTil
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
TA
N
SBrkr
1,136
883
0
2,019
0
0
1
0
3
1
Gd
8
Typ
0
null
Detchd
1,997
Unf
2
532
TA
TA
Y
509
135
0
0
0
0
null
GdPrv
null
0
10
2,009
WD
Normal
167,500
750
903,427,120
70
RM
57
8,094
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
6
6
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,048
1,048
GasA
Gd
Y
FuseA
1,048
720
0
1,768
0
0
2
0
3
1
TA
8
Typ
0
null
Detchd
1,930
Unf
2
576
Fa
Fa
Y
0
0
150
0
0
0
null
null
null
0
6
2,009
WD
Normal
155,000
751
903,429,080
70
RM
50
2,500
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,915
2,005
Gable
CompShg
Stucco
Stucco
null
0
Gd
TA
PConc
TA
TA
No
ALQ
299
Unf
0
611
910
GasA
Ex
Y
SBrkr
916
910
0
1,826
1
0
1
1
4
1
Ex
7
Min2
1
Gd
Attchd
1,915
Unf
1
164
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
155,000
752
903,429,110
70
RM
68
9,928
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
7
8
1,915
1,994
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Fa
Y
SBrkr
1,272
672
0
1,944
0
0
2
0
3
1
TA
8
Min2
0
null
Detchd
1,915
Unf
1
216
TA
TA
N
24
28
0
0
0
0
null
null
Shed
400
6
2,009
WD
Normal
179,900
753
903,430,060
75
RM
92
5,520
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2.5Fin
6
6
1,912
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
755
755
GasA
Ex
Y
SBrkr
929
929
371
2,229
0
0
1
0
5
1
TA
8
Typ
0
null
null
null
null
0
0
null
null
Y
0
198
30
0
0
0
null
MnPrv
null
0
7
2,009
WD
Abnorml
104,000
754
903,430,070
90
RM
50
3,000
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
2Story
5
1
1,922
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
Fa
No
Unf
0
Unf
0
1,040
1,040
GasA
TA
N
SBrkr
1,088
1,040
0
2,128
0
0
2
0
4
2
TA
11
Sev
0
null
null
null
null
0
0
null
null
Y
0
56
0
0
0
0
null
null
null
0
9
2,009
WD
Abnorml
62,500
755
903,451,090
70
RM
57
6,876
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
6
5
1,927
1,950
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
Fa
No
BLQ
522
Unf
0
198
720
GasA
Fa
Y
SBrkr
1,146
784
0
1,930
1
0
2
0
4
1
TA
8
Typ
0
null
Attchd
1,927
Unf
1
316
TA
TA
Y
0
0
213
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
149,000
756
903,458,170
30
RM
52
6,240
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
5
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
152
Unf
0
628
780
GasA
TA
Y
FuseA
848
0
360
1,208
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,962
Unf
2
539
TA
TA
Y
0
23
112
0
0
0
null
null
null
0
1
2,009
WD
Normal
103,000
757
903,475,100
70
RM
null
5,775
Pave
null
IR2
Bnk
AllPub
Corner
Mod
OldTown
Feedr
Norm
1Fam
2Story
6
7
1,915
2,002
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
483
483
GasA
Ex
Y
SBrkr
741
686
0
1,427
0
0
1
0
3
1
Gd
7
Typ
0
null
Attchd
1,915
Unf
1
379
TA
TA
Y
0
24
112
0
0
0
null
null
null
0
2
2,009
WD
Normal
123,000
758
903,476,090
190
RM
41
5,852
Pave
null
IR3
Bnk
AllPub
Corner
Gtl
OldTown
Feedr
Norm
2fmCon
2.5Unf
7
5
1,902
2,000
Gable
CompShg
MetalSd
MetalSd
Stone
188
TA
Fa
BrkTil
TA
Fa
No
Rec
169
Unf
0
851
1,020
GasA
TA
N
FuseF
978
886
0
1,864
0
0
2
1
6
1
TA
9
Typ
0
null
null
null
null
0
0
null
null
N
0
188
102
0
0
0
null
null
null
0
5
2,009
WD
Normal
97,500
759
903,481,120
50
RM
60
5,160
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
6
1,927
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Fa
BrkTil
TA
TA
No
Unf
0
Unf
0
1,204
1,204
GasA
TA
Y
FuseA
1,204
462
0
1,666
0
0
1
0
3
1
TA
4
Typ
0
null
Detchd
1,927
Unf
1
384
Fa
TA
Y
0
0
148
0
0
0
null
null
null
0
8
2,009
WD
Normal
135,000
760
903,481,130
85
RM
86
5,160
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
SFoyer
4
6
1,923
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
Gd
Fa
Av
BLQ
749
Rec
63
46
858
GasA
TA
Y
SBrkr
892
0
0
892
1
0
1
0
1
1
Gd
5
Min2
0
null
null
null
null
0
0
null
null
N
0
0
105
0
160
0
null
null
null
0
7
2,009
COD
Abnorml
70,000
761
903,484,110
190
RM
60
10,320
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Artery
Norm
2fmCon
2Story
6
7
1,915
1,965
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
276
ALQ
262
160
698
GasA
Ex
Y
FuseF
754
649
0
1,403
1
0
1
1
3
1
TA
7
Typ
0
null
Detchd
1,915
Unf
1
308
TA
TA
Y
0
0
288
0
0
0
null
null
null
0
2
2,009
WD
Normal
116,000
762
904,100,190
20
RL
50
4,280
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
4
9
1,946
2,001
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
Fa
TA
No
Unf
0
Unf
0
560
560
GasA
Ex
Y
FuseA
704
0
0
704
0
1
1
0
2
1
Fa
4
Typ
0
null
CarPort
1,946
Unf
1
220
TA
TA
Y
0
0
24
0
0
0
null
null
null
0
9
2,009
WD
Normal
88,750
763
904,301,060
90
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
5
5
1,987
1,988
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
Gd
Gd
GLQ
1,200
Unf
0
0
1,200
GasA
TA
Y
SBrkr
1,200
0
0
1,200
3
0
3
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
120
0
0
0
0
0
null
null
null
0
3
2,009
WD
Alloca
179,000
764
904,301,070
90
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
5
5
1,987
1,988
Gable
CompShg
Plywood
Plywood
null
0
TA
Gd
CBlock
Gd
Gd
Gd
GLQ
1,200
Unf
0
0
1,200
GasA
TA
Y
SBrkr
1,200
0
0
1,200
3
0
3
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
120
0
0
0
0
0
null
null
null
0
3
2,009
WD
Alloca
179,000
765
904,301,100
90
RL
null
10,547
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
SFoyer
5
5
1,978
1,978
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
Gd
Gd
Gd
GLQ
1,152
Unf
0
0
1,152
GasA
TA
Y
SBrkr
1,152
0
0
1,152
2
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,960
Unf
1
252
TA
Fa
N
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
159,900
766
904,301,375
30
RL
null
10,020
Pave
null
IR1
Low
AllPub
Inside
Sev
Edwards
Norm
Norm
1Fam
1Story
1
1
1,922
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
BrkTil
Fa
Po
Gd
BLQ
350
Unf
0
333
683
GasA
Gd
N
FuseA
904
0
0
904
1
0
0
1
1
1
Fa
4
Maj1
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
61,000
767
904,351,200
70
RH
54
6,629
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Artery
Norm
1Fam
2Story
6
6
1,925
1,950
Gambrel
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
BrkTil
TA
TA
No
BLQ
551
Unf
0
121
672
GasA
TA
N
SBrkr
697
672
0
1,369
1
0
2
0
3
1
TA
6
Typ
0
null
Detchd
1,930
Unf
1
300
TA
TA
Y
147
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
103,600
768
904,351,240
50
RL
60
9,780
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
3
1,934
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
585
585
GasA
TA
N
FuseA
687
425
0
1,112
1
0
2
0
4
1
TA
6
Typ
0
null
Detchd
1,934
Unf
1
226
Po
Po
N
0
0
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
63,000
769
905,101,260
80
RL
70
12,886
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
5
6
1,963
1,999
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
444
Unf
0
76
520
GasA
Ex
Y
SBrkr
1,464
0
0
1,464
0
1
2
0
3
1
TA
6
Min2
1
TA
Attchd
1,997
RFn
2
480
TA
TA
Y
302
0
0
0
100
0
null
null
null
0
10
2,009
WD
Normal
175,000
770
905,101,490
20
RL
80
8,816
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
6
1,963
1,963
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
Rec
651
Unf
0
470
1,121
GasA
TA
Y
SBrkr
1,121
0
0
1,121
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,963
Unf
2
480
TA
TA
Y
0
80
0
0
0
0
null
MnPrv
null
0
6
2,009
WD
Normal
139,000
771
905,103,040
60
RL
70
11,184
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
2Story
6
5
1,978
1,978
Hip
CompShg
HdBoard
HdBoard
BrkFace
92
TA
TA
CBlock
TA
TA
No
LwQ
226
Rec
500
192
918
GasA
Gd
Y
SBrkr
918
765
0
1,683
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,978
RFn
2
440
TA
TA
Y
243
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
172,500
772
905,103,070
20
RL
75
11,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Hip
CompShg
HdBoard
HdBoard
BrkFace
172
TA
TA
CBlock
TA
TA
No
BLQ
527
Unf
0
525
1,052
GasA
TA
Y
SBrkr
1,052
0
0
1,052
0
0
1
1
3
1
TA
6
Typ
1
Po
Attchd
1,984
Fin
1
668
TA
TA
Y
0
215
0
0
0
0
null
null
null
0
4
2,009
WD
Abnorml
113,500
773
905,105,190
20
RL
65
7,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
7
1,967
2,004
Hip
CompShg
HdBoard
HdBoard
BrkFace
89
TA
TA
PConc
TA
TA
No
ALQ
450
Unf
0
414
864
GasA
Ex
Y
SBrkr
899
0
0
899
0
0
1
0
3
1
Gd
5
Typ
0
null
Attchd
1,967
Fin
1
288
TA
TA
Y
64
0
0
0
0
0
null
MnPrv
null
0
6
2,009
WD
Normal
130,000
774
905,107,310
85
RL
null
8,014
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
6
5
1,978
1,978
Gable
CompShg
Plywood
HdBoard
BrkFace
23
TA
TA
CBlock
Gd
TA
Gd
GLQ
456
Unf
0
0
456
GasA
TA
Y
SBrkr
1,034
0
0
1,034
0
1
1
0
3
1
TA
5
Typ
1
Fa
Basment
1,978
Fin
2
504
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
149,900
775
905,108,190
85
RL
null
7,252
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
5
5
1,982
1,982
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
685
Unf
0
173
858
GasA
TA
Y
SBrkr
858
0
0
858
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,983
Unf
2
576
TA
TA
Y
120
0
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
134,900
776
905,108,220
85
RL
74
8,740
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
5
6
1,982
1,982
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
672
Unf
0
168
840
GasA
TA
Y
SBrkr
860
0
0
860
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,996
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
137,000
777
905,200,220
20
RL
null
11,616
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,962
1,962
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
116
TA
TA
CBlock
TA
TA
No
LwQ
170
BLQ
670
252
1,092
GasA
TA
Y
SBrkr
1,092
0
0
1,092
0
1
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,962
Unf
1
288
TA
TA
Y
0
20
144
0
0
0
null
null
null
0
9
2,009
WD
Normal
139,000
778
905,200,260
80
RL
88
15,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
5
5
1,961
1,961
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
Gd
No
Unf
0
Unf
0
552
552
GasA
TA
Y
SBrkr
904
611
259
1,774
0
0
2
0
4
1
TA
8
Typ
1
TA
Attchd
1,961
Unf
1
384
TA
TA
Y
290
40
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
165,000
779
905,200,350
80
RL
88
15,312
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
6
5
1,960
1,960
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
54
TA
TA
CBlock
TA
TA
Av
BLQ
588
Unf
0
550
1,138
GasA
Ex
Y
SBrkr
1,138
0
0
1,138
0
1
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,960
RFn
2
480
TA
TA
Y
0
0
0
0
140
0
null
MnPrv
null
0
3
2,009
COD
Normal
148,000
780
905,225,090
80
RL
null
15,584
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
SLvl
5
5
1,956
1,956
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
366
TA
TA
CBlock
TA
TA
Mn
Unf
0
Unf
0
825
825
GasA
Ex
Y
SBrkr
2,071
0
0
2,071
0
1
1
1
4
1
TA
9
Typ
1
TA
Attchd
1,956
Unf
1
336
TA
TA
Y
131
28
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
165,000
781
905,228,050
20
RL
null
9,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
2
2
1,947
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Fa
N
SBrkr
660
0
0
660
0
0
1
0
2
1
Fa
5
Min2
0
null
null
null
null
0
0
null
null
N
0
0
100
0
0
0
null
null
null
0
6
2,009
WD
Normal
63,900
782
905,229,040
50
RL
null
11,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
1.5Fin
4
5
1,957
1,989
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
1,104
1,104
GasA
Ex
Y
FuseA
1,104
684
0
1,788
1
0
1
0
5
1
TA
8
Min2
2
TA
Attchd
1,957
Unf
1
304
TA
TA
Y
120
0
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
161,500
783
905,325,020
20
RL
65
25,095
Pave
null
IR1
Low
AllPub
Inside
Sev
ClearCr
Norm
Norm
1Fam
1Story
5
8
1,968
2,003
Flat
Tar&Grv
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Gd
GLQ
1,324
Unf
0
113
1,437
GasA
Ex
Y
SBrkr
1,473
0
0
1,473
2
0
1
0
1
1
Ex
5
Typ
2
Gd
Attchd
1,968
Unf
1
452
TA
TA
Y
0
48
0
0
60
0
null
null
null
0
6
2,009
WD
Partial
143,000
784
905,377,010
20
RL
null
17,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,956
1,956
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,059
Unf
0
75
1,134
GasA
Ex
Y
FuseA
1,229
0
0
1,229
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,956
RFn
1
284
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
135,000
785
905,377,130
30
RL
null
12,342
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,940
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
262
Unf
0
599
861
GasA
Ex
Y
SBrkr
861
0
0
861
0
0
1
0
1
1
TA
4
Typ
0
null
Detchd
1,961
Unf
2
539
TA
TA
Y
158
0
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
82,500
786
905,401,100
20
RL
null
10,708
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
1Story
5
5
1,955
1,993
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
TA
TA
No
LwQ
379
BLQ
768
470
1,617
GasA
Ex
Y
FuseA
1,867
0
0
1,867
1
0
1
0
2
1
TA
7
Typ
3
Gd
Attchd
1,955
Fin
1
303
TA
TA
Y
476
0
0
0
142
0
null
GdWo
null
0
11
2,009
COD
Normal
190,000
787
905,402,060
20
RL
null
13,680
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
1Story
3
5
1,955
1,955
Hip
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
FuseA
1,733
0
0
1,733
0
0
2
0
4
1
TA
8
Min2
1
Gd
Attchd
1,955
Unf
2
452
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
139,600
788
905,402,070
20
RL
null
15,635
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,954
1,954
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,383
0
0
1,383
0
0
1
0
2
1
TA
6
Mod
0
null
Attchd
1,980
Unf
2
498
Fa
TA
Y
0
0
90
0
110
0
null
null
null
0
10
2,009
WD
Normal
122,000
789
905,450,020
20
RL
73
9,855
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
5
1,956
1,956
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,436
1,436
GasA
Fa
Y
SBrkr
1,689
0
0
1,689
0
0
1
0
3
1
TA
7
Typ
1
Gd
Attchd
1,956
Unf
2
480
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
11
2,009
COD
Normal
127,500
790
905,451,300
20
RL
68
9,571
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
257
Unf
0
816
1,073
GasA
TA
Y
FuseA
1,073
0
0
1,073
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,956
Unf
1
340
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
2
2,009
WD
Normal
121,500
791
905,451,340
20
RL
68
9,571
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
3
1,958
1,958
Gable
CompShg
BrkComm
Brk Cmn
null
0
TA
Fa
CBlock
TA
Fa
No
Unf
0
Unf
0
1,276
1,276
GasA
TA
Y
FuseA
1,276
0
0
1,276
0
0
1
0
3
1
TA
5
Mod
0
null
Attchd
1,958
Unf
1
350
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
COD
Abnorml
60,000
792
905,452,040
60
RL
50
9,350
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2Story
6
7
1,946
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
342
Unf
0
405
747
GasA
Ex
Y
SBrkr
892
747
0
1,639
0
0
1
1
3
1
Gd
6
Typ
1
Gd
Detchd
1,946
Unf
1
240
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
154,400
793
905,452,050
30
RL
50
9,340
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,941
1,950
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
344
Unf
0
328
672
GasA
TA
Y
SBrkr
672
0
0
672
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,941
Unf
1
234
TA
TA
N
0
113
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
113,000
794
905,475,160
20
RL
62
7,440
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
6
1,954
1,954
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
Gd
TA
No
BLQ
173
Unf
0
916
1,089
GasW
TA
Y
SBrkr
1,089
0
0
1,089
1
0
1
0
3
1
TA
5
Typ
1
Gd
Detchd
1,954
RFn
1
252
TA
TA
P
328
0
0
0
0
0
null
MnPrv
null
0
9
2,009
WD
Normal
125,000
795
905,475,500
20
RL
null
11,500
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
3
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
Slab
null
null
null
null
0
null
0
0
0
GasA
Ex
N
SBrkr
845
0
0
845
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,957
Unf
1
290
TA
TA
N
186
0
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
84,000
796
905,476,230
120
RL
42
4,235
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
TwnhsE
1Story
5
5
1,984
1,984
Gable
CompShg
HdBoard
HdBoard
BrkFace
149
Gd
TA
CBlock
Gd
TA
Mn
GLQ
552
ALQ
393
104
1,049
GasA
TA
Y
SBrkr
1,049
0
0
1,049
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,984
Fin
1
266
TA
TA
Y
0
105
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
139,500
797
905,478,030
50
RL
60
11,409
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
4
1,949
2,008
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
292
Unf
0
476
768
GasA
Gd
Y
SBrkr
1,148
568
0
1,716
0
0
1
1
3
1
TA
8
Min2
1
Gd
Attchd
1,949
Unf
1
281
TA
TA
Y
0
0
0
0
160
0
null
null
null
0
1
2,009
WD
Normal
131,000
798
905,480,030
50
RL
60
9,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
5
1,939
1,950
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
BrkTil
TA
TA
Mn
Rec
204
Unf
0
356
560
GasA
TA
Y
SBrkr
698
560
0
1,258
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,939
Unf
1
280
TA
TA
P
0
0
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Normal
105,000
799
905,480,210
70
RL
60
9,084
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Artery
Norm
1Fam
2Story
4
5
1,940
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
Unf
0
Unf
0
755
755
GasA
TA
Y
SBrkr
755
755
0
1,510
1
0
1
0
4
1
TA
7
Typ
1
Gd
Detchd
1,940
Unf
1
296
Fa
Po
P
120
0
0
0
0
0
null
MnPrv
null
0
10
2,009
WD
Normal
108,000
800
906,201,021
80
RL
74
10,778
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
1Fam
SLvl
7
6
1,990
1,991
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
460
ALQ
286
308
1,054
GasA
Gd
Y
SBrkr
1,061
0
0
1,061
1
0
1
1
1
1
Gd
4
Typ
0
null
Attchd
1,990
Unf
2
462
TA
TA
Y
114
36
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
162,000