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
1
526,301,100
20
RL
141
31,770
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,960
1,960
Hip
CompShg
BrkFace
Plywood
Stone
112
TA
TA
CBlock
TA
Gd
Gd
BLQ
639
Unf
0
441
1,080
GasA
Fa
Y
SBrkr
1,656
0
0
1,656
1
0
1
0
3
1
TA
7
Typ
2
Gd
Attchd
1,960
Fin
2
528
TA
TA
P
210
62
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
215,000
2
526,350,040
20
RH
80
11,622
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
5
6
1,961
1,961
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
468
LwQ
144
270
882
GasA
TA
Y
SBrkr
896
0
0
896
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,961
Unf
1
730
TA
TA
Y
140
0
0
0
120
0
null
MnPrv
null
0
6
2,010
WD
Normal
105,000
3
526,351,010
20
RL
81
14,267
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,958
1,958
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
108
TA
TA
CBlock
TA
TA
No
ALQ
923
Unf
0
406
1,329
GasA
TA
Y
SBrkr
1,329
0
0
1,329
0
0
1
1
3
1
Gd
6
Typ
0
null
Attchd
1,958
Unf
1
312
TA
TA
Y
393
36
0
0
0
0
null
null
Gar2
12,500
6
2,010
WD
Normal
172,000
4
526,353,030
20
RL
93
11,160
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
5
1,968
1,968
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
1,065
Unf
0
1,045
2,110
GasA
Ex
Y
SBrkr
2,110
0
0
2,110
1
0
2
1
3
1
Ex
8
Typ
2
TA
Attchd
1,968
Fin
2
522
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
244,000
5
527,105,010
60
RL
74
13,830
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
5
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
791
Unf
0
137
928
GasA
Gd
Y
SBrkr
928
701
0
1,629
0
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,997
Fin
2
482
TA
TA
Y
212
34
0
0
0
0
null
MnPrv
null
0
3
2,010
WD
Normal
189,900
6
527,105,030
60
RL
78
9,978
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
6
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
20
TA
TA
PConc
TA
TA
No
GLQ
602
Unf
0
324
926
GasA
Ex
Y
SBrkr
926
678
0
1,604
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
1,998
Fin
2
470
TA
TA
Y
360
36
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
195,500
7
527,127,150
120
RL
41
4,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
2,001
2,001
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
616
Unf
0
722
1,338
GasA
Ex
Y
SBrkr
1,338
0
0
1,338
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,001
Fin
2
582
TA
TA
Y
0
0
170
0
0
0
null
null
null
0
4
2,010
WD
Normal
213,500
8
527,145,080
120
RL
43
5,005
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
263
Unf
0
1,017
1,280
GasA
Ex
Y
SBrkr
1,280
0
0
1,280
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,992
RFn
2
506
TA
TA
Y
0
82
0
0
144
0
null
null
null
0
1
2,010
WD
Normal
191,500
9
527,146,030
120
RL
39
5,389
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,995
1,996
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,180
Unf
0
415
1,595
GasA
Ex
Y
SBrkr
1,616
0
0
1,616
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,995
RFn
2
608
TA
TA
Y
237
152
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
236,500
10
527,162,130
60
RL
60
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
994
994
GasA
Gd
Y
SBrkr
1,028
776
0
1,804
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,999
Fin
2
442
TA
TA
Y
140
60
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
189,000
11
527,163,010
60
RL
75
10,000
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,993
1,994
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
763
763
GasA
Gd
Y
SBrkr
763
892
0
1,655
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,993
Fin
2
440
TA
TA
Y
157
84
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
175,900
12
527,165,230
20
RL
null
7,980
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
7
1,992
2,007
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
PConc
Gd
TA
No
ALQ
935
Unf
0
233
1,168
GasA
Ex
Y
SBrkr
1,187
0
0
1,187
1
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,992
Fin
2
420
TA
TA
Y
483
21
0
0
0
0
null
GdPrv
Shed
500
3
2,010
WD
Normal
185,000
13
527,166,040
60
RL
63
8,402
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
No
Unf
0
Unf
0
789
789
GasA
Gd
Y
SBrkr
789
676
0
1,465
0
0
2
1
3
1
TA
7
Typ
1
Gd
Attchd
1,998
Fin
2
393
TA
TA
Y
0
75
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
180,400
14
527,180,040
20
RL
85
10,176
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
5
1,990
1,990
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
637
Unf
0
663
1,300
GasA
Gd
Y
SBrkr
1,341
0
0
1,341
1
0
1
1
2
1
Gd
5
Typ
1
Po
Attchd
1,990
Unf
2
506
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
171,500
15
527,182,190
120
RL
null
6,820
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,985
1,985
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
368
BLQ
1,120
0
1,488
GasA
TA
Y
SBrkr
1,502
0
0
1,502
1
0
1
1
1
1
Gd
4
Typ
0
null
Attchd
1,985
RFn
2
528
TA
TA
Y
0
54
0
0
140
0
null
null
null
0
6
2,010
WD
Normal
212,000
16
527,216,070
60
RL
47
53,504
Pave
null
IR2
HLS
AllPub
CulDSac
Mod
StoneBr
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Hip
CompShg
CemntBd
Wd Shng
BrkFace
603
Ex
TA
PConc
Gd
TA
Gd
ALQ
1,416
Unf
0
234
1,650
GasA
Ex
Y
SBrkr
1,690
1,589
0
3,279
1
0
3
1
4
1
Ex
12
Mod
1
Gd
BuiltIn
2,003
Fin
3
841
TA
TA
Y
503
36
0
0
210
0
null
null
null
0
6
2,010
WD
Normal
538,000
17
527,225,035
50
RL
152
12,134
Pave
null
IR1
Bnk
AllPub
Inside
Mod
Gilbert
Norm
Norm
1Fam
1.5Fin
8
7
1,988
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
Wood
Gd
TA
Av
GLQ
427
Unf
0
132
559
GasA
Gd
Y
SBrkr
1,080
672
0
1,752
0
0
2
0
4
1
TA
8
Typ
0
null
Basment
1,988
RFn
2
492
TA
TA
Y
325
12
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
164,000
18
527,258,010
20
RL
88
11,394
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
1Fam
1Story
9
2
2,010
2,010
Hip
CompShg
VinylSd
VinylSd
Stone
350
Gd
TA
PConc
Ex
TA
Av
GLQ
1,445
Unf
0
411
1,856
GasA
Ex
Y
SBrkr
1,856
0
0
1,856
1
0
1
1
1
1
Ex
8
Typ
1
Ex
Attchd
2,010
Fin
3
834
TA
TA
Y
113
0
0
0
0
0
null
null
null
0
6
2,010
New
Partial
394,432
19
527,276,150
20
RL
140
19,138
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
1Story
4
5
1,951
1,951
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
120
Unf
0
744
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,951
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
141,000
20
527,302,110
20
RL
85
13,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,978
1,988
Gable
CompShg
Plywood
Plywood
Stone
119
TA
TA
CBlock
Gd
TA
No
ALQ
790
Rec
163
589
1,542
GasA
TA
Y
SBrkr
2,073
0
0
2,073
1
0
2
0
3
1
TA
7
Min1
2
TA
Attchd
1,978
Unf
2
500
TA
TA
Y
349
0
0
0
0
0
null
MnPrv
null
0
2
2,010
WD
Normal
210,000
21
527,358,140
20
RL
105
11,751
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,977
1,977
Hip
CompShg
Plywood
Plywood
BrkFace
480
TA
TA
CBlock
Gd
TA
No
BLQ
705
Unf
0
1,139
1,844
GasA
Ex
Y
SBrkr
1,844
0
0
1,844
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,977
RFn
2
546
TA
TA
Y
0
122
0
0
0
0
null
MnPrv
null
0
1
2,010
COD
Normal
190,000
22
527,358,200
85
RL
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SFoyer
7
6
1,974
1,974
Gable
CompShg
Plywood
Plywood
BrkFace
81
TA
TA
CBlock
Gd
TA
Gd
GLQ
885
LwQ
168
0
1,053
GasA
TA
Y
SBrkr
1,173
0
0
1,173
1
0
2
0
3
1
Gd
6
Typ
2
TA
Attchd
1,974
RFn
2
528
TA
TA
Y
0
120
0
0
0
0
null
MnPrv
null
0
1
2,010
WD
Family
170,000
23
527,368,020
60
FV
null
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
533
Unf
0
281
814
GasA
Ex
Y
SBrkr
814
860
0
1,674
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,000
RFn
2
663
TA
TA
Y
0
96
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
216,000
24
527,402,200
20
RL
null
11,241
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,970
1,970
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
180
TA
TA
CBlock
TA
TA
No
ALQ
578
Unf
0
426
1,004
GasA
Ex
Y
SBrkr
1,004
0
0
1,004
1
0
1
0
2
1
TA
5
Typ
1
TA
Attchd
1,970
Fin
2
480
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
700
3
2,010
WD
Normal
149,000
25
527,402,250
20
RL
null
12,537
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,971
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
734
Unf
0
344
1,078
GasA
Ex
Y
SBrkr
1,078
0
0
1,078
1
0
1
1
3
1
TA
6
Typ
1
Fa
Attchd
1,971
Fin
2
500
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
149,900
26
527,403,020
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,968
1,968
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
775
Unf
0
281
1,056
GasA
Ex
Y
SBrkr
1,056
0
0
1,056
1
0
1
0
3
1
TA
6
Typ
1
Fa
Attchd
1,968
Unf
1
304
TA
TA
Y
0
85
184
0
0
0
null
null
null
0
7
2,010
WD
Normal
142,000
27
527,404,120
20
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,970
1,970
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
804
Rec
78
0
882
GasA
TA
Y
SBrkr
882
0
0
882
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,970
Fin
2
525
TA
TA
Y
240
0
0
0
0
0
null
MnPrv
null
0
4
2,010
WD
Normal
126,000
28
527,425,090
20
RL
70
10,500
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
432
Unf
0
432
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
1
Po
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
ConLI
Normal
115,000
29
527,427,230
120
RH
26
5,858
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
TwnhsE
1Story
7
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,051
BLQ
0
354
1,405
GasA
Ex
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
2
1
Gd
5
Typ
1
Fa
Attchd
1,999
Fin
2
511
TA
TA
Y
203
68
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
184,000
30
527,451,180
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
504
TA
TA
CBlock
TA
TA
No
Rec
156
Unf
0
327
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,971
Unf
1
264
TA
TA
Y
275
0
0
0
0
0
null
null
null
0
2
2,010
COD
Normal
96,000
31
527,451,330
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
5
5
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
492
TA
TA
CBlock
TA
TA
No
Rec
300
Unf
0
225
525
GasA
TA
Y
SBrkr
525
567
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,997
Unf
1
320
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
105,500
32
527,451,410
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,971
1,971
Gable
CompShg
HdBoard
ImStucc
BrkFace
381
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
525
525
GasA
TA
Y
SBrkr
525
567
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,971
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Family
88,000
33
527,452,190
120
RL
53
4,043
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
TwnhsE
1Story
6
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
360
Unf
0
709
1,069
GasA
TA
Y
SBrkr
1,069
0
0
1,069
0
0
2
0
2
1
TA
4
Typ
1
Fa
Attchd
1,977
RFn
2
440
TA
TA
Y
0
55
0
0
165
0
null
null
null
0
7
2,010
WD
Normal
127,500
34
527,453,130
160
RL
24
2,280
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NPkVill
Norm
Norm
Twnhs
2Story
6
6
1,975
1,975
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
TA
TA
No
ALQ
514
Unf
0
341
855
GasA
TA
Y
SBrkr
855
601
0
1,456
0
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
1,975
Unf
2
440
TA
TA
Y
173
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
149,900
35
527,453,150
120
RL
24
2,280
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NPkVill
Norm
Norm
Twnhs
1Story
7
6
1,975
1,975
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
836
836
GasA
Ex
Y
SBrkr
836
0
0
836
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,975
Unf
1
308
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
120,000
36
527,454,200
160
RL
24
2,280
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
Twnhs
2Story
6
5
1,978
1,978
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
311
Unf
0
544
855
GasA
Fa
Y
SBrkr
855
601
0
1,456
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,978
Unf
2
440
TA
TA
Y
26
0
0
0
0
0
null
null
null
0
7
2,010
WD
Normal
146,000
37
528,108,120
60
RL
102
12,858
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,009
2,010
Gable
CompShg
VinylSd
VinylSd
Stone
162
Ex
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,590
1,590
GasA
Ex
Y
SBrkr
1,627
707
0
2,334
0
0
2
1
3
1
Ex
10
Typ
1
Gd
Attchd
2,009
Fin
3
751
TA
TA
Y
144
133
0
0
0
0
null
null
null
0
1
2,010
New
Partial
376,162
38
528,112,020
20
RL
98
11,478
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
200
Gd
TA
PConc
Ex
TA
No
GLQ
1,218
Unf
0
486
1,704
GasA
Ex
Y
SBrkr
1,704
0
0
1,704
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,008
RFn
3
772
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
306,000
39
528,120,060
20
RL
83
10,159
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,009
2,010
Hip
CompShg
VinylSd
VinylSd
Stone
450
Ex
TA
PConc
Ex
TA
Av
GLQ
1,646
Unf
0
284
1,930
GasA
Ex
Y
SBrkr
1,940
0
0
1,940
1
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,010
Fin
3
606
TA
TA
Y
168
95
0
0
0
0
null
null
null
0
4
2,010
New
Partial
395,192
40
528,120,090
20
RL
94
12,883
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,009
2,010
Gable
CompShg
VinylSd
VinylSd
Stone
256
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,544
1,544
GasA
Ex
Y
SBrkr
1,544
0
0
1,544
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,009
RFn
3
868
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
6
2,010
New
Partial
290,941
41
528,120,100
20
RL
95
12,182
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
226
Gd
TA
PConc
Gd
TA
Mn
BLQ
1,201
Unf
0
340
1,541
GasA
Ex
Y
SBrkr
1,541
0
0
1,541
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
RFn
2
532
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
5
2,010
New
Partial
220,000
42
528,120,120
20
RL
90
11,520
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
PosN
Norm
1Fam
1Story
9
5
2,005
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
615
Gd
TA
PConc
Ex
TA
No
GLQ
110
Unf
0
1,588
1,698
GasA
Ex
Y
SBrkr
1,698
0
0
1,698
0
0
2
0
3
1
Ex
7
Typ
1
Gd
Attchd
2,005
Fin
3
730
TA
TA
Y
192
74
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
275,000
43
528,138,020
20
RL
79
14,122
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Hip
CompShg
CemntBd
CmentBd
BrkFace
240
Gd
TA
PConc
Ex
TA
No
GLQ
28
Unf
0
1,794
1,822
GasA
Ex
Y
SBrkr
1,822
0
0
1,822
0
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,005
RFn
3
678
TA
TA
Y
0
119
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
259,000
44
528,138,060
20
RL
70
10,171
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
168
Gd
TA
PConc
Gd
TA
No
GLQ
2
Unf
0
1,515
1,517
GasA
Ex
Y
SBrkr
1,535
0
0
1,535
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,004
RFn
2
532
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
214,000
45
528,150,070
20
RL
100
12,919
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,009
2,010
Hip
CompShg
VinylSd
VinylSd
Stone
760
Ex
TA
PConc
Ex
TA
Gd
GLQ
2,188
Unf
0
142
2,330
GasA
Ex
Y
SBrkr
2,364
0
0
2,364
1
0
2
1
2
1
Ex
11
Typ
2
Gd
Attchd
2,009
Fin
3
820
TA
TA
Y
0
67
0
0
0
0
null
null
null
0
3
2,010
New
Partial
611,657
46
528,175,010
120
RL
44
6,371
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,009
2,010
Gable
CompShg
VinylSd
VinylSd
Stone
128
Gd
TA
PConc
Gd
TA
Mn
GLQ
733
Unf
0
625
1,358
GasA
Ex
Y
SBrkr
1,358
0
0
1,358
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,010
RFn
2
484
TA
TA
Y
192
35
0
0
0
0
null
null
null
0
6
2,010
New
Partial
224,000
47
528,176,010
20
RL
110
14,300
Pave
null
Reg
HLS
AllPub
Inside
Mod
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,003
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
1,095
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,373
Unf
0
1,473
2,846
GasA
Ex
Y
SBrkr
2,696
0
0
2,696
1
0
2
1
3
1
Ex
10
Typ
2
Gd
Attchd
2,003
Fin
3
958
TA
TA
Y
220
150
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
500,000
48
528,176,070
60
RL
105
13,650
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
232
Gd
TA
PConc
Gd
TA
Gd
GLQ
578
Unf
0
1,093
1,671
GasA
Ex
Y
SBrkr
1,687
563
0
2,250
1
0
2
1
3
1
Gd
7
Typ
1
Ex
Attchd
2,002
Fin
3
756
TA
TA
Y
238
130
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
320,000
49
528,180,070
120
RL
61
7,658
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
412
Ex
TA
PConc
Ex
TA
No
GLQ
456
Unf
0
1,296
1,752
GasA
Ex
Y
SBrkr
1,752
0
0
1,752
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,005
RFn
2
576
TA
TA
Y
196
82
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
319,900
50
528,181,050
120
RL
41
7,132
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
178
Gd
TA
PConc
Gd
TA
Mn
GLQ
24
Unf
0
1,346
1,370
GasA
Ex
Y
SBrkr
1,370
0
0
1,370
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
484
TA
TA
Y
120
49
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
205,000
51
528,188,120
160
RL
36
2,628
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
Twnhs
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
Wd Shng
Stone
106
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
764
764
GasA
Ex
Y
SBrkr
764
862
0
1,626
0
0
2
1
2
1
Gd
6
Typ
0
null
BuiltIn
2,003
RFn
2
474
TA
TA
Y
0
27
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
175,500
52
528,218,150
20
RL
100
18,494
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,324
1,324
GasA
Ex
Y
SBrkr
1,324
0
0
1,324
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,005
Fin
2
430
TA
TA
Y
36
23
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
199,500
53
528,228,285
120
RL
43
3,203
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
14
Gd
TA
PConc
Gd
TA
Av
GLQ
16
Unf
0
1,129
1,145
GasA
Ex
Y
SBrkr
1,145
0
0
1,145
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,006
Fin
2
437
TA
TA
Y
100
116
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
160,000
54
528,228,440
120
RL
43
3,182
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
16
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,232
1,256
GasA
Ex
Y
SBrkr
1,269
0
0
1,269
0
0
2
0
2
1
Gd
6
Typ
1
TA
Attchd
2,004
Fin
2
430
TA
TA
Y
146
20
0
0
144
0
null
null
null
0
4
2,010
WD
Normal
192,000
55
528,231,020
80
RL
67
13,300
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
326
Unf
0
58
384
GasA
Ex
Y
SBrkr
744
630
0
1,374
1
0
2
1
3
1
Gd
7
Typ
1
Gd
BuiltIn
2,004
Fin
2
400
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
184,500
56
528,240,070
60
RL
null
7,851
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
GLQ
625
Unf
0
235
860
GasA
Ex
Y
SBrkr
860
1,100
0
1,960
1
0
2
1
4
1
Gd
8
Typ
2
TA
BuiltIn
2,002
Fin
2
440
TA
TA
Y
288
48
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
216,500
57
528,240,130
60
RL
63
8,577
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
847
847
GasA
Ex
Y
SBrkr
847
886
0
1,733
0
0
2
1
3
1
Gd
7
Typ
1
Gd
BuiltIn
2,004
Fin
2
433
TA
TA
Y
144
48
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
185,088
58
528,250,100
80
RL
null
7,750
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
250
Unf
0
134
384
GasA
Ex
Y
SBrkr
774
656
0
1,430
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
2,000
Fin
2
400
TA
TA
Y
180
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
180,000
59
528,292,020
60
RL
null
9,505
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
180
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
884
884
GasA
Ex
Y
SBrkr
884
1,151
0
2,035
0
0
2
1
3
1
Gd
8
Typ
1
Gd
BuiltIn
2,001
Fin
2
434
TA
TA
Y
144
48
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
222,500
60
528,328,100
60
RL
108
14,774
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
165
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,393
1,393
GasA
Ex
Y
SBrkr
1,422
1,177
0
2,599
0
0
2
1
4
1
Gd
10
Typ
1
TA
BuiltIn
1,999
Fin
3
779
TA
TA
Y
668
30
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
333,168
61
528,344,070
60
RL
60
17,433
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
114
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,629
1,629
GasA
Ex
Y
SBrkr
1,645
830
0
2,475
0
0
2
1
4
1
Gd
7
Typ
1
TA
Attchd
1,998
Fin
3
962
TA
TA
Y
23
172
0
0
256
0
null
null
null
0
1
2,010
WD
Normal
355,000
62
528,358,010
20
RL
59
10,593
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
1Story
7
5
1,996
1,996
Hip
CompShg
VinylSd
VinylSd
BrkFace
338
Gd
TA
PConc
Gd
TA
No
GLQ
919
Unf
0
801
1,720
GasA
Ex
Y
SBrkr
1,720
0
0
1,720
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,996
Fin
2
527
TA
TA
Y
240
56
154
0
0
0
null
null
null
0
3
2,010
WD
Normal
260,400
63
528,363,130
60
RL
98
12,256
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,994
1,995
Gable
CompShg
HdBoard
HdBoard
BrkFace
362
Gd
TA
PConc
Ex
TA
Av
GLQ
1,032
Unf
0
431
1,463
GasA
Ex
Y
SBrkr
1,500
1,122
0
2,622
1
0
2
1
3
1
Gd
9
Typ
2
TA
Attchd
1,994
RFn
2
712
TA
TA
Y
186
32
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
325,000
64
528,382,020
60
RL
92
11,764
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
7
1,999
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
348
Gd
TA
PConc
Gd
TA
No
GLQ
524
Unf
0
628
1,152
GasA
Ex
Y
SBrkr
1,164
1,106
0
2,270
0
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
1,999
Fin
3
671
TA
TA
Y
132
57
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
290,000
65
528,382,030
60
RL
58
16,770
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
30
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,195
1,195
GasA
Gd
Y
SBrkr
1,195
644
0
1,839
0
0
2
1
4
1
TA
7
Typ
0
null
Attchd
1,998
Fin
2
486
TA
TA
Y
0
81
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
221,000
66
528,386,040
50
RL
56
14,720
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
1.5Fin
8
5
1,995
1,996
Hip
CompShg
VinylSd
VinylSd
BrkFace
579
Gd
TA
PConc
Gd
TA
Av
GLQ
816
Unf
0
1,217
2,033
GasA
Ex
Y
SBrkr
2,053
1,185
0
3,238
1
0
2
1
4
1
Gd
9
Typ
1
Ex
Attchd
1,996
Fin
3
666
TA
TA
Y
283
86
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
410,000
67
528,445,060
20
RL
73
8,987
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
226
Gd
TA
PConc
Gd
TA
null
Unf
0
Unf
0
1,595
1,595
GasA
Ex
Y
SBrkr
1,595
0
0
1,595
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
3
880
TA
TA
Y
144
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
221,500
68
528,456,160
20
FV
92
9,215
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,009
2,010
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,218
1,218
GasA
Ex
Y
SBrkr
1,218
0
0
1,218
0
0
2
0
2
1
Gd
4
Typ
0
null
Attchd
2,009
RFn
2
676
TA
TA
Y
0
136
0
0
0
0
null
null
null
0
4
2,010
New
Partial
204,500
69
528,458,070
60
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Mn
GLQ
24
Unf
0
732
756
GasA
Ex
Y
SBrkr
764
783
0
1,547
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,009
Unf
2
614
TA
TA
Y
169
45
0
0
0
0
null
null
null
0
6
2,010
Con
Normal
215,200
70
528,458,110
20
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
36
Gd
TA
PConc
Gd
TA
Av
GLQ
1,078
Unf
0
488
1,566
GasA
Ex
Y
SBrkr
1,566
0
0
1,566
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,008
RFn
2
750
TA
TA
Y
144
168
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
262,500
71
528,477,080
60
FV
100
12,552
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
222
Unf
0
769
991
GasA
Ex
Y
SBrkr
991
956
0
1,947
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,004
RFn
2
678
TA
TA
Y
0
136
0
0
0
0
null
GdWo
null
0
5
2,010
WD
Normal
254,900
72
528,480,090
20
FV
84
10,440
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
GLQ
1,414
Unf
0
54
1,468
GasA
Ex
Y
SBrkr
1,468
0
0
1,468
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
Fin
2
528
TA
TA
Y
0
102
0
0
216
0
null
null
null
0
5
2,010
WD
Normal
271,500
73
531,367,050
60
RL
76
10,142
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
656
Unf
0
300
956
GasA
Ex
Y
SBrkr
956
1,128
0
2,084
1
0
2
1
4
1
Gd
8
Typ
0
null
BuiltIn
2,004
RFn
2
618
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
233,000
74
531,369,060
60
RL
70
11,920
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
122
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
831
831
GasA
Ex
Y
SBrkr
831
828
0
1,659
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,004
RFn
2
484
TA
TA
Y
144
68
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
181,000
75
531,380,080
60
RL
null
8,880
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,994
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
695
Unf
0
253
948
GasA
Ex
Y
SBrkr
1,222
888
0
2,110
1
0
2
1
3
1
Gd
8
Typ
2
Fa
Attchd
1,994
RFn
2
463
TA
TA
Y
0
130
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
205,000
76
531,451,110
120
RL
50
8,012
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,980
1,980
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
BLQ
543
BLQ
119
261
923
GasA
TA
Y
SBrkr
923
0
0
923
0
0
2
0
2
1
TA
5
Typ
1
TA
Attchd
1,980
RFn
1
264
TA
TA
Y
80
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
143,000
77
531,451,280
60
RL
70
11,218
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,992
1,992
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,055
1,055
GasA
Ex
Y
SBrkr
1,055
790
0
1,845
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,992
RFn
2
462
TA
TA
Y
635
104
0
0
0
0
null
GdPrv
Shed
400
5
2,010
WD
Normal
189,000
78
531,452,020
120
RL
55
7,892
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,979
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
918
918
GasA
TA
Y
SBrkr
918
0
0
918
0
0
2
0
2
1
TA
5
Typ
1
TA
Attchd
1,979
Unf
1
264
TA
TA
Y
28
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
99,500
79
531,452,050
120
RL
50
7,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,984
1,984
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
623
LwQ
121
0
744
GasA
TA
Y
SBrkr
752
0
0
752
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,984
Unf
1
264
TA
TA
Y
353
0
0
0
90
0
null
MnPrv
null
0
2
2,010
WD
Normal
125,000
80
531,452,180
60
RL
null
9,453
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
SawyerW
RRNe
Norm
1Fam
2Story
7
7
1,993
2,003
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
BLQ
402
Unf
0
594
996
GasA
Ex
Y
SBrkr
1,014
730
0
1,744
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,993
RFn
2
457
TA
TA
Y
370
70
0
238
0
0
null
null
null
0
2
2,010
WD
Normal
194,500
81
531,453,010
20
RL
81
9,672
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
1,984
1,985
Hip
CompShg
HdBoard
Plywood
null
0
TA
TA
PConc
Gd
TA
No
GLQ
338
Unf
0
702
1,040
GasA
TA
Y
SBrkr
1,097
0
0
1,097
0
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,986
Unf
2
480
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
5
2,010
WD
Normal
152,000
82
531,453,040
60
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
6
1,980
1,981
Gable
CompShg
HdBoard
HdBoard
BrkFace
130
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
650
650
GasA
TA
Y
SBrkr
888
676
0
1,564
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,980
Unf
2
476
TA
TA
Y
0
50
0
0
204
0
null
MnPrv
null
0
4
2,010
WD
Normal
171,000
83
531,477,050
30
RH
70
9,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Feedr
Norm
1Fam
1Story
5
5
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Fa
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
TA
N
FuseA
1,012
0
0
1,012
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,920
Unf
1
429
TA
TA
Y
121
0
80
0
0
0
null
null
null
0
4
2,010
WD
Normal
67,500
84
532,351,140
90
RM
68
8,930
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
Duplex
1.5Fin
6
5
1,978
1,978
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,318
584
0
1,902
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,978
Unf
2
539
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
112,000
85
532,354,090
85
RL
88
11,782
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
SFoyer
5
7
1,961
1,995
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
899
Unf
0
210
1,109
GasA
TA
Y
SBrkr
1,155
0
0
1,155
1
0
1
0
3
1
Gd
6
Min2
0
null
Detchd
1,987
Unf
2
576
TA
TA
Y
192
0
0
0
0
0
null
MnPrv
Shed
400
6
2,010
WD
Normal
148,000
86
532,376,160
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
8
1,965
2,009
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
GLQ
553
BLQ
117
224
894
GasA
Ex
Y
SBrkr
894
0
0
894
1
0
1
0
3
1
TA
5
Typ
1
Gd
Detchd
1,973
Unf
1
336
TA
TA
Y
416
144
0
0
0
0
null
MnPrv
null
0
4
2,010
WD
Normal
138,500
87
532,377,060
20
RL
null
9,819
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,967
1,967
Gable
CompShg
MetalSd
MetalSd
BrkFace
31
TA
Gd
CBlock
TA
TA
No
BLQ
450
Unf
0
432
882
GasA
TA
Y
SBrkr
900
0
0
900
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,970
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
2
2,010
WD
Normal
122,000
88
532,377,100
20
RL
75
7,500
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
824
Unf
0
216
1,040
GasA
Fa
Y
SBrkr
1,040
0
0
1,040
1
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,963
Fin
1
308
TA
TA
Y
0
0
220
0
0
0
null
MnPrv
null
0
6
2,010
WD
Normal
133,000
89
532,378,110
20
RL
null
6,897
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
8
1,962
2,010
Gable
CompShg
HdBoard
HdBoard
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
659
Unf
0
381
1,040
GasA
Ex
Y
SBrkr
1,040
0
0
1,040
1
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,962
Unf
1
260
TA
TA
Y
0
104
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
127,000
90
532,479,070
20
RL
39
15,410
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRNe
Norm
1Fam
1Story
6
6
1,974
2,002
Hip
CompShg
Plywood
Plywood
BrkCmn
250
TA
Gd
CBlock
TA
TA
Gd
BLQ
126
GLQ
859
223
1,208
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
1
0
2
0
3
1
TA
7
Typ
2
Fa
Attchd
1,974
Fin
2
461
TA
TA
Y
296
0
186
0
0
0
null
GdPrv
null
0
4
2,010
WD
Abnorml
169,000
91
533,130,020
60
RL
107
10,186
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
674
Unf
0
76
750
GasA
Ex
Y
SBrkr
1,061
862
0
1,923
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,992
RFn
2
564
TA
TA
Y
240
39
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
190,000
92
533,130,130
60
RL
85
13,143
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,993
1,993
Gable
CompShg
HdBoard
ImStucc
BrkFace
504
Gd
TA
PConc
Gd
TA
No
LwQ
250
GLQ
981
0
1,231
GasA
Ex
Y
SBrkr
1,251
1,098
0
2,349
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,993
RFn
3
762
TA
TA
Y
32
130
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
362,500
93
533,130,160
60
RL
88
11,134
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,992
1,993
Gable
CompShg
HdBoard
HdBoard
BrkFace
180
Gd
TA
PConc
Gd
TA
No
GLQ
1,129
Unf
0
261
1,390
GasA
Ex
Y
SBrkr
1,402
823
0
2,225
1
0
2
1
4
1
Gd
7
Typ
1
TA
Attchd
1,992
RFn
3
713
TA
TA
Y
198
30
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
285,000
94
533,205,060
120
FV
25
4,835
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Ex
TA
Av
GLQ
1,298
Unf
0
190
1,488
GasA
Ex
Y
SBrkr
1,488
0
0
1,488
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,004
Fin
2
506
TA
TA
Y
168
50
0
0
0
0
null
null
null
0
3
2,010
WD
Normal
260,000
95
533,208,090
160
FV
39
3,515
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
840
0
1,680
0
0
2
1
2
1
Gd
3
Typ
0
null
Attchd
2,004
RFn
2
588
TA
TA
Y
0
111
0
0
0
0
null
null
null
0
1
2,010
WD
Normal
190,000
96
533,210,060
160
FV
30
3,215
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,004
2,004
Gable
CompShg
MetalSd
MetalSd
BrkFace
120
Gd
TA
PConc
Gd
TA
Av
GLQ
280
Unf
0
320
600
GasA
Ex
Y
SBrkr
600
600
0
1,200
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,004
RFn
2
480
TA
TA
Y
0
172
0
0
0
0
null
null
null
0
4
2,010
ConLD
Normal
155,000
97
533,212,010
160
FV
30
3,182
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
2,004
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
600
600
GasA
Ex
Y
SBrkr
600
600
0
1,200
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,004
RFn
2
480
TA
TA
Y
0
172
0
0
0
0
null
null
null
0
6
2,010
WD
Normal
151,000
98
533,212,020
160
FV
24
2,544
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
7
5
2,004
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
368
ALQ
42
190
600
GasA
Ex
Y
SBrkr
600
600
0
1,200
1
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,004
RFn
2
480
TA
TA
Y
0
172
0
0
0
0
null
null
null
0
2
2,010
WD
Normal
149,500
99
533,212,060
160
FV
24
2,544
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
216
Gd
TA
PConc
Gd
TA
No
GLQ
376
Unf
0
224
600
GasA
Ex
Y
SBrkr
600
636
0
1,236
1
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,005
RFn
2
480
TA
TA
Y
0
166
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
152,000
100
533,213,030
20
FV
null
4,403
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,009
2,009
Gable
CompShg
MetalSd
MetalSd
Stone
432
Ex
TA
PConc
Ex
TA
Av
GLQ
578
Unf
0
892
1,470
GasA
Ex
Y
SBrkr
1,478
0
0
1,478
1
0
2
1
2
1
Gd
7
Typ
1
Gd
Attchd
2,009
Fin
2
484
TA
TA
Y
0
144
0
0
0
0
null
null
null
0
6
2,010
New
Partial
222,000