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
2,101
906,378,170
20
RL
91
10,652
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
306
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,494
1,494
GasA
Ex
Y
SBrkr
1,494
0
0
1,494
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
840
TA
TA
Y
160
33
0
0
0
0
null
null
null
0
8
2,007
New
Partial
279,500
2,102
906,380,010
20
RL
103
11,175
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,316
1,316
GasA
Ex
Y
SBrkr
1,316
0
0
1,316
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,007
Fin
2
440
TA
TA
Y
0
20
0
0
0
0
null
null
null
0
10
2,007
New
Partial
200,141
2,103
906,380,040
20
RL
66
10,235
Pave
null
IR1
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
RFn
3
870
TA
TA
Y
192
64
0
0
0
0
null
null
null
0
9
2,007
New
Partial
246,500
2,104
906,380,070
60
RL
69
9,588
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
CemntBd
CmentBd
Stone
270
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,482
1,482
GasA
Ex
Y
SBrkr
1,482
1,092
0
2,574
0
0
2
1
3
1
Ex
10
Typ
1
Gd
BuiltIn
2,007
Fin
3
868
TA
TA
Y
0
148
0
0
0
0
null
null
null
0
11
2,007
New
Partial
276,000
2,105
906,380,120
20
RL
68
8,814
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
Gd
TA
PConc
Gd
TA
No
GLQ
925
Unf
0
349
1,274
GasA
Ex
Y
SBrkr
1,274
0
0
1,274
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
508
TA
TA
Y
264
98
0
0
0
0
null
null
null
0
1
2,007
New
Partial
203,000
2,106
906,380,140
60
RL
85
11,103
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
2,006
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
New
Partial
155,835
2,107
906,380,160
20
RL
74
8,556
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,240
1,240
GasA
Ex
Y
SBrkr
1,240
0
0
1,240
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
RFn
3
826
TA
TA
Y
140
93
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
194,000
2,108
906,380,200
20
RL
64
6,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
108
Gd
TA
PConc
Gd
TA
No
GLQ
664
Unf
0
544
1,208
GasA
Ex
Y
SBrkr
1,208
0
0
1,208
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
628
TA
TA
Y
105
54
0
0
0
0
null
null
null
0
9
2,007
New
Partial
195,400
2,109
906,382,020
20
RL
75
11,750
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
204
Gd
TA
PConc
Gd
TA
Mn
GLQ
20
Unf
0
1,526
1,546
GasA
Ex
Y
SBrkr
1,546
0
0
1,546
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
796
TA
TA
Y
144
42
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
217,000
2,110
906,382,060
20
RL
73
8,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
132
Gd
TA
PConc
Gd
TA
No
GLQ
36
Unf
0
1,453
1,489
GasA
Ex
Y
SBrkr
1,500
0
0
1,500
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,005
RFn
2
674
TA
TA
Y
144
38
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
212,999
2,111
906,392,080
20
RL
64
7,242
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,270
1,270
GasA
Ex
Y
SBrkr
1,270
0
0
1,270
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
524
TA
TA
Y
0
96
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
175,900
2,112
906,394,020
60
RL
78
9,316
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
879
879
GasA
Ex
Y
SBrkr
879
916
0
1,795
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
578
TA
TA
Y
164
111
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
191,000
2,113
906,394,050
20
RL
78
9,317
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
6
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,290
1,314
GasA
Gd
Y
SBrkr
1,314
0
0
1,314
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
440
TA
TA
Y
0
22
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
176,432
2,114
906,402,070
60
RL
null
14,364
Pave
null
IR1
Low
AllPub
Inside
Mod
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,988
1,989
Gable
CompShg
Plywood
Plywood
BrkFace
128
Gd
TA
CBlock
Gd
TA
Gd
GLQ
1,065
Unf
0
92
1,157
GasA
Ex
Y
SBrkr
1,180
882
0
2,062
1
0
2
1
3
1
TA
7
Typ
1
Gd
Attchd
1,988
Fin
2
454
TA
TA
Y
60
55
0
0
154
0
null
null
null
0
4
2,007
WD
Normal
277,000
2,115
906,403,060
60
RL
null
8,883
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
BrkFace
360
Gd
TA
PConc
Gd
TA
No
GLQ
608
LwQ
321
0
929
GasA
Ex
Y
SBrkr
946
927
0
1,873
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,988
RFn
2
619
TA
TA
Y
108
48
0
0
144
0
null
GdPrv
null
0
5
2,007
WD
Normal
207,000
2,116
906,426,060
50
RL
null
159,000
Pave
null
IR2
Low
AllPub
CulDSac
Sev
ClearCr
Norm
Norm
1Fam
1.5Fin
6
7
1,958
2,006
Gable
CompShg
Wd Sdng
HdBoard
BrkCmn
472
Gd
TA
CBlock
Gd
TA
Gd
Rec
697
Unf
0
747
1,444
GasA
Gd
Y
SBrkr
1,444
700
0
2,144
0
1
2
0
4
1
Gd
7
Typ
2
TA
Attchd
1,958
Fin
2
389
TA
TA
Y
0
98
0
0
0
0
null
null
Shed
500
6
2,007
WD
Normal
277,000
2,117
906,426,195
60
RL
null
53,107
Pave
null
IR2
Low
AllPub
Corner
Mod
ClearCr
Feedr
Norm
1Fam
2Story
6
5
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
985
Unf
0
595
1,580
GasA
Ex
Y
SBrkr
1,079
874
0
1,953
1
0
2
1
3
1
Gd
9
Typ
2
Fa
Attchd
1,992
Fin
2
501
TA
TA
Y
216
231
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
240,000
2,118
906,475,110
60
RL
null
12,205
Pave
null
IR1
Low
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
2Story
6
8
1,966
2,007
Gable
CompShg
HdBoard
HdBoard
BrkFace
157
TA
TA
CBlock
TA
Fa
Gd
LwQ
568
Unf
0
264
832
GasA
Gd
Y
SBrkr
976
1,111
0
2,087
0
0
2
1
5
1
Gd
9
Typ
0
null
Attchd
1,966
Fin
2
444
TA
TA
Y
133
168
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
187,500
2,119
906,475,170
20
RL
155
20,064
Pave
null
IR1
Low
AllPub
Inside
Sev
ClearCr
Norm
Norm
1Fam
1Story
8
6
1,976
1,976
Shed
WdShngl
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
Gd
Gd
Gd
LwQ
51
GLQ
915
0
966
GasA
Ex
Y
SBrkr
1,743
0
0
1,743
2
0
0
1
0
1
Gd
5
Typ
2
Fa
Attchd
1,976
Fin
2
529
TA
TA
Y
646
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
279,000
2,120
907,125,040
20
RL
null
14,217
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
550
Unf
0
472
1,022
GasA
Gd
Y
SBrkr
1,022
0
0
1,022
0
1
1
0
3
1
TA
6
Typ
0
null
Detchd
1,995
Unf
2
747
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
139,500
2,121
907,125,120
20
RL
65
8,775
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
495
Unf
0
495
990
GasA
Gd
Y
SBrkr
990
0
0
990
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,996
Unf
1
299
TA
TA
Y
0
64
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
126,000
2,122
907,130,060
20
RL
105
11,249
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
6
5
1,995
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
Gd
No
ALQ
334
BLQ
544
322
1,200
GasA
Ex
Y
SBrkr
1,200
0
0
1,200
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,995
RFn
2
521
TA
TA
Y
0
26
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
177,500
2,123
907,131,060
60
RL
57
10,021
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
6
1,997
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
No
GLQ
539
Unf
0
96
635
GasA
Ex
Y
SBrkr
646
662
0
1,308
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,997
RFn
2
497
TA
TA
Y
142
54
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
175,000
2,124
907,131,120
60
RL
null
9,531
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Mn
GLQ
706
Unf
0
88
794
GasA
Ex
Y
SBrkr
882
914
0
1,796
1
0
2
1
3
1
TA
7
Typ
0
null
Attchd
1,998
RFn
2
546
TA
TA
Y
0
36
0
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
211,000
2,125
907,135,050
20
RL
60
8,428
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
7
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
Gd
No
GLQ
420
Unf
0
570
990
GasA
Ex
Y
SBrkr
990
0
0
990
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,995
Unf
1
384
TA
TA
Y
256
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
146,000
2,126
907,135,080
20
RL
70
16,561
Pave
null
IR2
Low
AllPub
Inside
Mod
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
549
Unf
0
548
1,097
GasA
Ex
Y
SBrkr
1,097
0
0
1,097
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,996
Unf
1
242
TA
TA
Y
306
0
0
0
0
0
null
GdPrv
null
0
7
2,007
WD
Normal
147,900
2,127
907,135,180
20
RL
60
8,070
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
4
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
588
Unf
0
402
990
GasA
Ex
Y
SBrkr
990
0
0
990
1
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
123,600
2,128
907,180,040
60
RL
69
9,337
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
Gd
TA
No
GLQ
648
Unf
0
176
824
GasA
Ex
Y
SBrkr
905
881
0
1,786
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,997
RFn
2
684
TA
TA
Y
0
162
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
204,750
2,129
907,187,040
60
RL
47
10,820
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
342
Unf
0
646
988
GasA
Ex
Y
SBrkr
988
885
0
1,873
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,999
RFn
2
597
TA
TA
Y
202
123
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
235,500
2,130
907,187,060
60
RL
43
12,352
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
290
Gd
TA
PConc
Gd
TA
No
GLQ
638
Unf
0
215
853
GasA
Ex
Y
SBrkr
853
900
0
1,753
1
0
2
1
3
1
TA
7
Typ
1
Fa
Attchd
1,998
RFn
2
534
TA
TA
Y
0
74
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
217,000
2,131
907,192,020
60
RL
68
9,543
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
845
845
GasA
Ex
Y
SBrkr
845
845
0
1,690
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,001
RFn
2
517
TA
TA
Y
0
103
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
190,550
2,132
907,192,040
60
RL
null
8,826
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
144
Gd
TA
PConc
Gd
TA
No
GLQ
841
Unf
0
144
985
GasA
Ex
Y
SBrkr
985
857
0
1,842
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
Fin
2
486
TA
TA
Y
193
96
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
217,500
2,133
907,192,120
20
RL
72
10,665
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
167
Gd
TA
PConc
Gd
TA
Av
GLQ
1,013
Unf
0
440
1,453
GasA
Ex
Y
SBrkr
1,479
0
0
1,479
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,003
RFn
2
558
TA
TA
Y
144
29
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
226,000
2,134
907,192,150
60
RL
72
11,317
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
101
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
840
840
GasA
Ex
Y
SBrkr
840
828
0
1,668
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,003
RFn
2
500
TA
TA
Y
144
68
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
180,000
2,135
907,200,130
20
RL
97
11,800
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,974
1,974
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
BLQ
663
Unf
0
201
864
GasA
TA
Y
SBrkr
894
0
0
894
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,974
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Family
131,000
2,136
907,200,190
80
RL
59
8,660
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
5
5
1,976
1,976
Gable
CompShg
VinylSd
VinylSd
BrkFace
113
TA
Gd
CBlock
Gd
TA
Av
GLQ
502
Unf
0
513
1,015
GasA
TA
Y
SBrkr
1,025
0
0
1,025
0
0
2
0
3
1
TA
6
Typ
1
Fa
Detchd
1,979
Unf
2
370
TA
TA
Y
127
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
153,500
2,137
907,200,250
80
RL
72
9,720
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
SLvl
5
7
1,977
1,977
Gable
CompShg
Plywood
VinylSd
BrkFace
51
TA
TA
CBlock
TA
Ex
Av
ALQ
755
Unf
0
240
995
GasA
TA
Y
SBrkr
1,009
0
0
1,009
0
0
2
0
3
1
TA
6
Typ
1
Fa
Detchd
1,977
Unf
2
576
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
160,000
2,138
907,200,270
20
RL
45
8,982
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,977
1,977
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
539
Unf
0
501
1,040
GasA
TA
Y
SBrkr
1,040
0
0
1,040
0
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,977
Unf
2
748
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
134,900
2,139
907,202,100
20
RL
39
16,300
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
4
1,977
1,977
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
Rec
60
BLQ
417
399
876
GasA
TA
Y
SBrkr
907
0
0
907
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,977
RFn
1
308
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
130,000
2,140
907,202,220
20
RL
75
9,675
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
330
Rec
432
102
864
GasA
TA
Y
SBrkr
879
0
0
879
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,975
Unf
2
440
TA
TA
Y
0
80
0
0
0
0
null
null
null
0
9
2,007
Con
Normal
120,000
2,141
907,203,060
20
RL
70
7,700
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,972
1,972
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
138
Rec
468
276
882
GasA
TA
Y
SBrkr
882
0
0
882
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,980
Unf
2
461
TA
TA
Y
96
0
0
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
112,500
2,142
907,203,110
20
RL
120
10,356
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
716
Unf
0
253
969
GasA
TA
Y
SBrkr
969
0
0
969
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,975
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
122,000
2,143
907,227,060
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
5
1,972
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
671
Unf
0
193
864
GasA
Gd
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
Ex
5
Typ
0
null
Detchd
1,977
Fin
2
576
Gd
Ex
Y
155
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
127,000
2,144
907,227,100
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
4
8
1,972
2,006
Gable
CompShg
Plywood
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
Rec
385
Unf
0
0
385
GasA
Gd
Y
SBrkr
875
0
0
875
0
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,975
Unf
2
728
TA
TA
Y
352
0
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
117,000
2,145
907,250,050
20
RL
80
10,386
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
2,004
2,005
Gable
CompShg
CemntBd
CmentBd
Stone
246
Gd
TA
PConc
Gd
TA
No
GLQ
1,464
Unf
0
536
2,000
GasA
Ex
Y
SBrkr
2,000
0
0
2,000
1
0
2
0
3
1
Gd
8
Typ
0
null
Attchd
2,004
Fin
3
888
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
305,900
2,146
907,252,020
60
RL
null
9,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
149
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,284
1,284
GasA
Ex
Y
SBrkr
1,284
885
0
2,169
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
RFn
2
647
TA
TA
Y
192
87
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
228,500
2,147
907,252,190
20
RL
null
11,354
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
TA
TA
Gd
GLQ
1,412
Unf
0
261
1,673
GasA
Ex
Y
SBrkr
1,673
0
0
1,673
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
2
583
TA
TA
Y
306
113
0
0
116
0
null
null
null
0
1
2,007
WD
Normal
270,000
2,148
907,260,040
20
RL
70
8,749
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
100
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,459
1,459
GasA
Ex
Y
SBrkr
1,459
0
0
1,459
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,002
RFn
2
527
TA
TA
Y
192
39
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
192,000
2,149
907,260,050
60
RL
70
8,749
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
654
Unf
0
325
979
GasA
Ex
Y
SBrkr
992
940
0
1,932
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,003
RFn
2
610
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
213,000
2,150
907,262,020
60
RL
65
8,158
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
214
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
860
860
GasA
Ex
Y
SBrkr
860
869
0
1,729
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,002
Fin
2
542
TA
TA
Y
386
63
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
200,000
2,151
907,270,040
60
RL
66
16,226
Pave
null
IR3
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
281
Unf
0
747
1,028
GasA
Ex
Y
SBrkr
1,210
1,242
0
2,452
0
0
2
1
4
1
Gd
9
Typ
1
TA
BuiltIn
1,998
Fin
2
683
TA
TA
Y
208
50
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
267,000
2,152
907,275,080
20
RL
73
11,927
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
8
5
1,994
1,995
Hip
CompShg
HdBoard
HdBoard
BrkFace
519
Gd
TA
PConc
Gd
TA
Gd
BLQ
408
GLQ
465
683
1,556
GasA
Ex
Y
SBrkr
1,592
0
0
1,592
0
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
1,994
Fin
2
484
TA
TA
Y
120
35
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
228,000
2,153
907,275,150
60
RL
null
12,728
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
256
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,198
Unf
0
333
1,531
GasA
Ex
Y
SBrkr
1,531
908
0
2,439
1
0
2
1
4
1
Gd
7
Typ
1
TA
Attchd
2,001
Fin
2
560
TA
TA
Y
184
121
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
275,000
2,154
907,280,090
60
RL
null
15,295
Pave
null
IR3
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
1,996
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
254
Gd
TA
PConc
Gd
TA
Mn
GLQ
762
Unf
0
98
860
GasA
Ex
Y
SBrkr
1,212
780
0
1,992
1
0
2
1
3
1
Gd
7
Min2
2
TA
Attchd
1,996
RFn
2
608
TA
TA
Y
225
32
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
211,000
2,155
907,280,100
20
RL
90
11,248
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
9
5
2,002
2,002
Hip
CompShg
VinylSd
VinylSd
Stone
215
Gd
TA
PConc
Gd
TA
Av
GLQ
1,059
Unf
0
567
1,626
GasA
Ex
Y
SBrkr
1,668
0
0
1,668
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
2,002
Fin
3
702
TA
TA
Y
257
45
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
285,000
2,156
907,285,040
60
RL
80
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,995
1,996
Gable
CompShg
VinylSd
VinylSd
BrkFace
438
Gd
TA
PConc
Gd
TA
No
GLQ
1,079
Unf
0
141
1,220
GasA
Ex
Y
SBrkr
1,220
870
0
2,090
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,995
RFn
2
556
TA
TA
Y
0
65
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
240,000
2,157
907,290,140
120
RM
36
4,435
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
TwnhsE
1Story
6
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
170
Gd
TA
PConc
Gd
TA
Av
GLQ
659
Unf
0
189
848
GasA
Ex
Y
SBrkr
848
0
0
848
1
0
1
0
1
1
Gd
3
Typ
0
null
Attchd
2,003
Fin
2
420
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
131,500
2,158
907,295,040
20
RL
73
17,227
Pave
null
IR2
Lvl
AllPub
CulDSac
Mod
CollgCr
Norm
Norm
1Fam
1Story
8
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
158
Gd
TA
PConc
Gd
TA
Gd
GLQ
915
Unf
0
426
1,341
GasA
Ex
Y
SBrkr
1,341
0
0
1,341
1
0
1
1
1
1
Gd
5
Typ
1
TA
Attchd
1,999
RFn
2
482
TA
TA
Y
240
84
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
246,900
2,159
907,401,060
60
RL
65
8,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,003
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
1,081
0
1,928
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,003
Fin
2
434
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
219,500
2,160
907,405,130
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
699
Unf
0
638
1,337
GasA
Ex
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,003
RFn
2
531
TA
TA
Y
0
39
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
185,000
2,161
907,410,020
60
RL
70
8,145
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
738
738
GasA
Ex
Y
SBrkr
738
738
0
1,476
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,007
RFn
2
552
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
6
2,007
New
Partial
179,400
2,162
907,410,050
60
RL
79
9,245
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
939
939
GasA
Ex
Y
SBrkr
939
858
0
1,797
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,006
RFn
2
639
TA
TA
Y
144
53
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
213,500
2,163
907,414,060
20
RL
63
8,500
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
106
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,422
1,422
GasA
Ex
Y
SBrkr
1,422
0
0
1,422
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,004
RFn
2
626
TA
TA
Y
192
60
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
179,600
2,164
907,414,070
20
RL
65
8,769
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
709
Unf
0
460
1,169
GasA
Ex
Y
SBrkr
1,190
0
0
1,190
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,005
RFn
2
578
TA
TA
Y
100
41
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
173,500
2,165
907,420,050
20
RL
64
8,334
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
6
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,330
1,330
GasA
Ex
Y
SBrkr
1,330
0
0
1,330
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
2
437
TA
TA
Y
0
23
0
0
0
0
null
null
null
0
7
2,007
New
Partial
167,840
2,166
907,420,060
60
RL
64
8,333
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
738
738
GasA
Gd
Y
SBrkr
738
753
0
1,491
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
2
484
TA
TA
Y
100
30
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
168,675
2,167
907,420,110
60
RL
64
9,045
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
5
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
768
768
0
1,536
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,005
Fin
2
400
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
167,000
2,168
908,102,100
20
RL
70
9,170
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Feedr
Norm
1Fam
1Story
5
7
1,965
1,965
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
698
GLQ
96
420
1,214
GasA
Ex
Y
SBrkr
1,214
0
0
1,214
1
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,965
Unf
2
461
Fa
Fa
Y
0
0
184
0
0
0
null
GdPrv
Shed
400
4
2,007
WD
Normal
140,000
2,169
908,102,160
85
RL
75
9,825
Pave
null
Reg
Low
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SFoyer
5
5
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
BrkFace
162
TA
TA
CBlock
Gd
TA
Gd
ALQ
936
Unf
0
0
936
GasA
Gd
Y
SBrkr
936
0
0
936
1
0
1
0
2
1
TA
4
Typ
1
Fa
Attchd
1,967
Unf
1
384
TA
TA
Y
405
0
0
0
0
0
null
null
Shed
450
8
2,007
WD
Abnorml
118,500
2,170
908,103,090
20
RL
67
8,308
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,963
1,963
Gable
CompShg
VinylSd
VinylSd
Stone
20
TA
Gd
CBlock
TA
TA
No
BLQ
132
LwQ
841
115
1,088
GasA
TA
Y
SBrkr
1,088
0
0
1,088
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
2,002
Unf
2
520
TA
TA
P
0
0
0
0
0
0
null
null
null
0
6
2,007
COD
Normal
110,000
2,171
908,127,040
20
RL
73
10,921
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,965
1,965
Hip
CompShg
HdBoard
HdBoard
BrkFace
48
TA
TA
CBlock
TA
TA
No
Rec
520
Unf
0
440
960
GasA
TA
Y
FuseF
960
0
0
960
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,965
Fin
1
432
TA
TA
P
120
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
94,750
2,172
908,127,060
50
RL
74
16,287
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
5
6
1,925
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
130
BLQ
105
666
901
GasA
TA
Y
SBrkr
901
450
0
1,351
1
0
1
0
3
1
TA
7
Typ
1
Gd
Detchd
1,975
Unf
2
576
TA
TA
N
0
0
43
0
100
0
null
null
null
0
7
2,007
WD
Normal
122,000
2,173
908,127,070
20
RL
80
8,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
6
1,960
1,960
Hip
CompShg
HdBoard
HdBoard
Stone
198
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,179
1,179
GasA
Gd
Y
SBrkr
1,179
0
0
1,179
0
0
1
0
2
1
TA
5
Min2
0
null
Attchd
1,960
Fin
2
622
TA
TA
P
0
0
0
0
0
0
null
GdPrv
null
0
6
2,007
WD
Normal
110,000
2,174
908,127,100
90
RL
81
11,841
Grvl
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
SFoyer
6
5
1,990
1,990
Gable
CompShg
HdBoard
HdBoard
BrkFace
104
TA
Gd
CBlock
Gd
TA
Av
GLQ
816
Unf
0
0
816
GasA
TA
Y
SBrkr
816
0
0
816
1
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
32
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
118,500
2,175
908,152,060
80
RL
65
6,285
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
SLvl
6
6
1,976
1,976
Gable
CompShg
HdBoard
Plywood
null
0
TA
Fa
CBlock
TA
TA
Av
GLQ
504
Unf
0
456
960
GasA
TA
Y
SBrkr
1,044
0
0
1,044
1
0
1
0
3
1
TA
7
Typ
1
Fa
Detchd
1,976
Unf
2
528
TA
Fa
Y
228
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
133,500
2,176
908,152,070
20
RL
null
7,917
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
6
7
1,976
1,976
Hip
CompShg
HdBoard
HdBoard
BrkFace
174
TA
Gd
CBlock
TA
Gd
No
BLQ
751
Unf
0
392
1,143
GasA
TA
Y
SBrkr
1,113
0
0
1,113
1
0
1
1
3
1
TA
6
Typ
1
Fa
Attchd
1,987
RFn
1
504
TA
Gd
Y
370
30
0
0
0
0
null
GdPrv
null
0
5
2,007
WD
Normal
148,000
2,177
908,152,180
90
RL
null
9,555
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Edwards
Norm
Norm
Duplex
2Story
5
6
1,979
1,979
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,100
1,133
0
2,233
0
0
2
1
5
2
TA
11
Typ
0
null
Attchd
1,979
Fin
2
579
TA
Gd
Y
0
0
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
141,000
2,178
908,152,260
20
RL
74
8,536
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,125
1,125
GasA
Gd
Y
SBrkr
1,125
0
0
1,125
0
0
1
1
2
1
TA
5
Typ
0
null
Attchd
2,007
Unf
2
430
TA
TA
Y
80
64
0
0
0
0
null
null
null
0
4
2,007
New
Partial
155,000
2,179
908,152,280
20
RL
60
7,024
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Ex
Gd
No
ALQ
980
Unf
0
110
1,090
GasA
Gd
Y
SBrkr
1,090
0
0
1,090
1
0
1
1
2
1
TA
5
Typ
0
null
Attchd
2,005
Fin
2
450
TA
TA
Y
0
49
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
157,000
2,180
908,152,290
60
RL
60
7,023
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2Story
5
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
Gd
No
GLQ
611
Unf
0
123
734
GasA
Gd
Y
SBrkr
734
674
0
1,408
1
0
2
1
3
1
TA
6
Typ
0
null
BuiltIn
2,005
Fin
2
489
TA
TA
Y
0
85
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
171,500
2,181
908,154,195
20
RL
128
39,290
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
10
5
2,008
2,009
Hip
CompShg
CemntBd
CmentBd
Stone
1,224
Ex
TA
PConc
Ex
TA
Gd
GLQ
4,010
Unf
0
1,085
5,095
GasA
Ex
Y
SBrkr
5,095
0
0
5,095
1
1
2
1
2
1
Ex
15
Typ
2
Gd
Attchd
2,008
Fin
3
1,154
TA
TA
Y
546
484
0
0
0
0
null
null
Elev
17,000
10
2,007
New
Partial
183,850
2,182
908,154,205
60
RL
130
40,094
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
Edwards
PosN
PosN
1Fam
2Story
10
5
2,007
2,008
Hip
CompShg
CemntBd
CmentBd
Stone
762
Ex
TA
PConc
Ex
TA
Gd
GLQ
2,260
Unf
0
878
3,138
GasA
Ex
Y
SBrkr
3,138
1,538
0
4,676
1
0
3
1
3
1
Ex
11
Typ
1
Gd
BuiltIn
2,007
Fin
3
884
TA
TA
Y
208
406
0
0
0
0
null
null
null
0
10
2,007
New
Partial
184,750
2,183
908,186,050
180
RM
35
3,675
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
TwnhsE
SFoyer
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
76
TA
TA
PConc
Gd
TA
Gd
GLQ
467
Unf
0
80
547
GasA
Ex
Y
SBrkr
1,072
0
0
1,072
1
0
1
0
2
1
Gd
5
Typ
0
null
Basment
2,005
Fin
2
525
TA
TA
Y
0
44
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
140,000
2,184
908,204,090
20
RL
64
6,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
7
1,959
2,000
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
Av
Rec
77
ALQ
831
52
960
GasA
Ex
Y
SBrkr
960
0
0
960
1
0
1
0
2
1
Fa
4
Typ
0
null
Detchd
1,959
Unf
1
392
TA
TA
Y
144
0
35
0
0
0
null
null
null
0
12
2,007
WD
Normal
131,750
2,185
908,204,180
90
RL
74
6,882
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
Duplex
1Story
4
3
1,955
1,955
Gable
CompShg
AsbShng
Plywood
BrkCmn
128
TA
TA
PConc
null
null
null
null
0
null
0
0
0
GasA
TA
N
SBrkr
1,152
0
0
1,152
0
0
2
0
2
2
Fa
6
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
61,500
2,186
908,225,240
20
RL
75
10,215
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,954
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
132
TA
TA
PConc
TA
TA
No
ALQ
492
Unf
0
372
864
GasA
Ex
Y
SBrkr
948
0
0
948
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,954
Unf
1
248
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
111,000
2,187
908,225,310
90
RL
52
8,741
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
Duplex
1Story
5
6
1,946
1,950
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,195
1,195
GasA
TA
N
SBrkr
1,195
0
0
1,195
0
0
2
0
4
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
N
118
0
0
0
0
0
null
GdWo
null
0
7
2,007
WD
Abnorml
98,500
2,188
908,226,180
30
RH
70
4,270
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
1Story
3
6
1,931
2,006
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
544
Unf
0
0
544
GasA
Ex
Y
SBrkr
774
0
0
774
0
0
1
0
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
286
0
0
0
null
null
null
0
5
2,007
WD
Normal
79,000
2,189
908,228,010
40
RL
62
10,042
Pave
null
Reg
Bnk
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
8
1,920
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
LwQ
144
ALQ
278
238
660
GasA
TA
Y
SBrkr
740
125
0
865
1
0
1
0
2
1
TA
4
Typ
1
Gd
Detchd
1,920
Unf
1
216
TA
TA
Y
0
0
84
0
0
0
null
null
null
0
8
2,007
WD
Normal
108,500
2,190
908,250,100
20
RL
68
9,450
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Edwards
Norm
Norm
1Fam
1Story
4
5
1,954
1,954
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
552
Unf
0
342
894
GasA
Ex
Y
SBrkr
894
0
0
894
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,999
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Abnorml
110,000
2,191
908,275,090
50
RL
70
11,767
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
2Story
4
7
1,910
2,000
Gable
CompShg
MetalSd
HdBoard
null
0
TA
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
560
560
GasA
Gd
N
SBrkr
796
550
0
1,346
0
0
1
1
2
1
TA
6
Min2
0
null
Detchd
1,950
Unf
1
384
Fa
TA
Y
168
24
0
0
0
0
null
GdWo
null
0
5
2,007
WD
Normal
112,000
2,192
908,275,200
20
RL
60
8,172
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,955
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
544
Unf
0
224
768
GasA
TA
Y
SBrkr
768
0
0
768
0
0
1
0
2
1
TA
4
Typ
1
Fa
Detchd
1,959
Unf
1
355
TA
TA
Y
0
0
196
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
125,000
2,193
908,275,240
20
RL
60
8,172
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,955
1,955
Gable
CompShg
WdShing
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
682
Unf
0
182
864
GasA
TA
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,996
Unf
2
528
TA
TA
N
196
0
0
0
0
0
null
null
null
0
10
2,007
COD
Family
79,275
2,194
908,276,230
20
RL
60
8,190
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
6
1,954
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
732
Unf
0
216
948
GasA
Ex
Y
SBrkr
948
0
0
948
1
0
1
0
3
1
TA
5
Typ
1
TA
Detchd
1,956
Unf
1
280
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
119,000
2,195
909,176,080
190
RH
60
10,896
Pave
Pave
Reg
Bnk
AllPub
Inside
Gtl
SWISU
Feedr
Norm
2fmCon
2.5Fin
6
7
1,914
1,995
Hip
CompShg
VinylSd
VinylSd
null
0
Fa
TA
CBlock
TA
Fa
No
LwQ
256
Unf
0
1,184
1,440
GasA
Ex
Y
FuseA
1,440
1,440
515
3,395
0
0
2
0
8
2
Fa
14
Typ
0
null
null
null
null
0
0
null
null
N
0
110
0
0
0
0
null
null
null
0
3
2,007
WD
Abnorml
200,000
2,196
909,176,170
90
RL
60
10,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Norm
Norm
Duplex
2Story
5
6
1,923
1,950
Hip
CompShg
Wd Sdng
Plywood
null
0
TA
TA
PConc
TA
TA
Mn
Rec
371
Unf
0
925
1,296
Grav
Fa
N
FuseA
1,296
1,296
0
2,592
2
0
2
0
6
2
TA
12
Min2
0
null
null
null
null
0
0
null
null
Y
0
742
240
0
0
0
null
null
Shed
1,512
1
2,007
WD
AdjLand
150,000
2,197
909,250,150
70
RL
55
10,592
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,923
1,996
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
PConc
TA
Fa
No
Unf
0
Unf
0
602
602
GasA
TA
Y
SBrkr
900
602
0
1,502
0
0
1
1
3
1
Gd
7
Typ
2
TA
Detchd
1,923
Unf
1
180
TA
TA
Y
96
0
112
0
53
0
null
null
null
0
8
2,007
WD
Normal
165,000
2,198
909,250,160
45
RL
55
10,594
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Unf
5
5
1,926
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
768
768
Grav
Fa
N
SBrkr
789
0
0
789
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,926
Unf
1
200
Po
Po
Y
0
0
112
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
96,500
2,199
909,251,030
30
RL
54
7,223
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
5
1,926
1,950
Hip
CompShg
Stucco
Plywood
null
0
TA
TA
PConc
TA
TA
Mn
BLQ
319
Unf
0
971
1,290
GasA
TA
Y
SBrkr
1,422
0
0
1,422
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,973
Unf
1
352
TA
TA
Y
0
0
64
0
0
0
null
MnPrv
null
0
4
2,007
WD
Normal
136,500
2,200
909,251,040
50
RL
51
6,821
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
6
7
1,921
2,005
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
BLQ
113
Unf
0
538
651
GasA
Gd
Y
SBrkr
759
539
0
1,298
0
0
2
0
2
1
TA
8
Typ
1
Gd
Detchd
1,994
Unf
1
240
TA
TA
P
216
0
168
0
0
0
null
null
null
0
8
2,007
WD
Normal
146,500