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
2,301
923,275,010
20
RL
null
11,000
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
6
1,976
2,003
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
Gd
TA
No
LwQ
1,090
Unf
0
0
1,090
GasA
TA
Y
SBrkr
1,178
0
0
1,178
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,976
Unf
2
502
TA
TA
Y
0
44
0
0
88
0
null
MnPrv
null
0
6
2,007
WD
Normal
135,000
2,302
923,275,200
20
RL
76
8,314
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,982
1,982
Gable
CompShg
HdBoard
ImStucc
null
0
TA
TA
CBlock
TA
TA
Gd
ALQ
546
Unf
0
270
816
GasA
TA
Y
SBrkr
816
0
0
816
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,982
Unf
1
264
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
124,500
2,303
923,276,180
20
RL
65
11,625
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,983
1,983
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
596
Unf
0
220
816
GasA
TA
Y
SBrkr
816
0
0
816
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,983
Fin
1
264
TA
TA
Y
330
0
0
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
139,000
2,304
923,400,150
20
RL
63
10,712
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
1,991
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Mn
BLQ
212
Unf
0
762
974
GasA
TA
Y
SBrkr
974
0
0
974
0
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
28
0
0
0
0
null
MnPrv
null
0
9
2,007
Oth
Abnorml
93,500
2,305
923,425,030
20
RL
62
10,447
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
6
1,984
1,984
Gable
CompShg
Plywood
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
516
Unf
0
348
864
GasA
TA
Y
SBrkr
887
0
0
887
0
1
1
0
3
1
TA
5
Typ
0
null
Attchd
1,984
RFn
1
288
TA
TA
Y
140
0
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
124,500
2,306
526,302,030
20
RL
null
11,027
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,954
1,954
Hip
CompShg
Wd Sdng
Wd Sdng
Stone
28
TA
TA
CBlock
TA
TA
No
BLQ
468
Rec
539
171
1,178
GasA
Gd
Y
SBrkr
1,293
0
0
1,293
1
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,954
RFn
2
452
TA
TA
Y
280
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
149,900
2,307
526,302,040
20
RL
85
10,533
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,956
1,956
Hip
CompShg
VinylSd
VinylSd
BrkFace
244
TA
Gd
CBlock
TA
TA
No
Rec
773
Unf
0
235
1,008
GasA
TA
Y
SBrkr
1,024
0
0
1,024
1
0
1
0
2
1
Gd
5
Typ
2
TA
Attchd
1,956
Unf
1
313
TA
TA
Y
0
0
0
0
280
0
null
null
null
0
8
2,006
WD
Normal
157,500
2,308
526,302,120
20
RL
null
11,765
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
Stone
302
TA
TA
CBlock
TA
TA
Mn
Rec
1,127
Unf
0
490
1,617
GasA
Fa
Y
SBrkr
1,797
0
0
1,797
0
0
1
1
3
1
TA
7
Typ
1
TA
Attchd
1,957
Unf
3
963
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
169,000
2,309
526,303,060
20
RL
null
39,384
Pave
null
IR1
Low
AllPub
CulDSac
Sev
NAmes
Norm
Norm
1Fam
1Story
6
6
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
Stone
902
TA
TA
CBlock
Gd
TA
Gd
ALQ
1,110
Unf
0
595
1,705
GasA
Ex
Y
SBrkr
1,390
0
0
1,390
1
0
1
1
1
1
Ex
4
Min1
2
Gd
Attchd
1,957
Unf
2
550
TA
TA
Y
0
189
0
0
0
0
null
null
null
0
10
2,006
WD
Abnorml
252,000
2,310
526,354,020
20
RL
90
11,727
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
6
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
BrkFace
434
TA
Gd
CBlock
TA
TA
Mn
Unf
0
Unf
0
1,851
1,851
GasA
Gd
Y
SBrkr
1,851
0
0
1,851
0
0
2
0
3
1
TA
8
Typ
1
TA
Attchd
1,969
Fin
2
506
TA
TA
Y
0
146
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
192,100
2,311
527,105,060
60
RL
60
8,238
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
GLQ
700
Unf
0
113
813
GasA
Ex
Y
SBrkr
813
712
0
1,525
1
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,997
Fin
2
400
TA
TA
Y
421
72
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
183,500
2,312
527,106,010
60
RL
null
13,006
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,997
1,997
Gable
CompShg
HdBoard
HdBoard
BrkFace
285
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
964
964
GasA
Gd
Y
SBrkr
993
1,243
0
2,236
0
0
2
1
4
1
Gd
8
Typ
1
TA
BuiltIn
1,997
Fin
2
642
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,006
WD
Normal
222,000
2,313
527,107,020
60
RL
null
13,041
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,995
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
781
781
GasA
Gd
Y
SBrkr
781
890
0
1,671
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,995
Fin
2
423
TA
TA
Y
0
84
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
170,000
2,314
527,107,030
60
RL
null
13,031
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,996
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
ALQ
592
Unf
0
99
691
GasA
Gd
Y
SBrkr
691
807
0
1,498
0
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,995
Fin
2
409
TA
TA
Y
315
44
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
187,500
2,315
527,107,120
60
RL
54
9,783
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,996
1,996
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
821
821
GasA
Gd
Y
SBrkr
821
955
0
1,776
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,996
Fin
2
443
TA
TA
Y
286
116
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
202,000
2,316
527,107,240
60
RL
70
11,207
Pave
null
IR1
HLS
AllPub
FR2
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,997
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Av
GLQ
714
Unf
0
88
802
GasA
Gd
Y
SBrkr
802
709
0
1,511
1
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
1,997
Fin
2
413
TA
TA
Y
95
75
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
185,000
2,317
527,108,010
60
RL
134
19,378
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
456
Gd
TA
PConc
Gd
TA
Mn
GLQ
57
Unf
0
1,335
1,392
GasA
Ex
Y
SBrkr
1,392
1,070
0
2,462
1
0
2
1
4
1
Gd
9
Typ
1
Gd
Attchd
2,006
RFn
2
576
TA
TA
Y
239
132
0
168
0
0
null
null
null
0
3
2,006
New
Partial
320,000
2,318
527,108,020
20
RL
50
14,859
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
27
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,670
1,670
GasA
Ex
Y
SBrkr
1,670
0
0
1,670
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
3
690
TA
TA
Y
144
60
0
0
0
0
null
null
null
0
8
2,006
New
Partial
240,000
2,319
527,108,030
60
RL
50
13,128
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
216
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,074
1,074
GasA
Ex
Y
SBrkr
1,074
990
0
2,064
0
0
2
1
4
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
527
TA
TA
Y
0
119
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
250,000
2,320
527,108,040
60
RL
72
10,463
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
893
893
GasA
Ex
Y
SBrkr
901
900
0
1,801
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,005
Fin
3
800
TA
TA
Y
0
116
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
239,900
2,321
527,108,060
60
RL
42
13,751
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
248
Gd
TA
PConc
Gd
TA
Av
GLQ
60
Unf
0
1,640
1,700
GasA
Ex
Y
SBrkr
1,700
512
0
2,212
1
0
2
1
3
1
Gd
9
Typ
1
Gd
Attchd
2,006
Fin
3
773
TA
TA
Y
237
38
0
0
115
0
null
null
null
0
5
2,006
New
Partial
309,000
2,322
527,108,090
60
RL
168
23,257
Pave
null
IR3
HLS
AllPub
CulDSac
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
868
868
GasA
Ex
Y
SBrkr
887
1,134
0
2,021
0
0
2
1
3
1
Gd
9
Typ
1
Gd
BuiltIn
2,006
RFn
2
422
TA
TA
Y
0
100
0
0
0
0
null
null
null
0
9
2,006
New
Partial
274,725
2,323
527,146,135
160
RL
68
13,108
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
2Story
8
5
1,994
1,994
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
2,062
2,062
GasA
Ex
Y
SBrkr
2,079
608
0
2,687
0
0
2
1
4
1
Gd
9
Typ
0
null
Attchd
1,994
Fin
2
618
TA
TA
Y
168
12
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
270,000
2,324
527,158,020
20
RL
null
8,076
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
6
1,993
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
112
TA
TA
PConc
Gd
TA
No
GLQ
705
Unf
0
455
1,160
GasA
Gd
Y
SBrkr
1,169
0
0
1,169
0
1
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,993
Fin
2
402
TA
TA
Y
0
26
0
0
144
0
null
MnPrv
null
0
7
2,006
WD
Normal
183,500
2,325
527,163,020
60
RL
null
7,685
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,993
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
112
TA
TA
PConc
Gd
TA
No
ALQ
518
Unf
0
179
697
GasA
Gd
Y
SBrkr
697
804
0
1,501
0
0
2
1
3
1
Gd
6
Typ
1
TA
Attchd
1,993
Fin
2
420
TA
TA
Y
190
63
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
165,600
2,326
527,166,030
60
RL
63
9,084
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
935
935
GasA
Gd
Y
SBrkr
955
677
0
1,632
0
0
2
1
3
1
TA
8
Typ
1
TA
Attchd
1,998
Fin
2
462
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
176,500
2,327
527,182,020
120
RL
30
3,701
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,987
1,987
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
1,191
1,191
GasA
TA
Y
SBrkr
1,204
0
0
1,204
0
0
2
0
2
1
TA
5
Typ
0
null
Attchd
1,987
RFn
2
461
TA
TA
Y
120
70
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
130,000
2,328
527,190,050
160
RL
44
5,306
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
2Story
7
7
1,987
1,987
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
Gd
PConc
Gd
Gd
No
GLQ
495
Rec
215
354
1,064
GasA
Gd
Y
SBrkr
1,064
703
0
1,767
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,987
RFn
2
504
Gd
TA
Y
441
35
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
239,000
2,329
527,190,220
120
RL
null
6,563
Pave
null
IR1
Low
AllPub
CulDSac
Mod
StoneBr
Norm
Norm
1Fam
1Story
8
5
1,985
1,985
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,148
Unf
0
594
1,742
GasA
TA
Y
SBrkr
1,742
0
0
1,742
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,985
RFn
2
564
TA
TA
Y
114
28
234
0
0
0
null
null
null
0
12
2,006
WD
Normal
275,000
2,330
527,210,030
60
RL
59
16,023
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
600
Gd
Ex
PConc
Ex
TA
Gd
GLQ
1,218
Unf
0
180
1,398
GasA
Ex
Y
SBrkr
1,414
1,384
0
2,798
1
0
3
1
3
1
Ex
11
Typ
1
Gd
BuiltIn
2,005
Fin
3
670
TA
TA
Y
182
37
0
0
0
0
null
null
null
0
3
2,006
New
Partial
457,347
2,331
527,210,040
60
RL
60
18,062
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
10
5
2,006
2,006
Hip
CompShg
CemntBd
CmentBd
BrkFace
662
Ex
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,528
1,528
GasA
Ex
Y
SBrkr
1,528
1,862
0
3,390
0
0
3
1
5
1
Ex
10
Typ
1
Ex
BuiltIn
2,006
Fin
3
758
TA
TA
Y
204
34
0
0
0
0
null
null
null
0
9
2,006
New
Partial
545,224
2,332
527,210,050
60
RL
63
12,292
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
184
Gd
TA
PConc
Ex
Gd
Gd
GLQ
205
Unf
0
889
1,094
GasA
Ex
Y
SBrkr
1,102
1,371
0
2,473
0
0
2
1
4
1
Gd
11
Typ
1
Gd
BuiltIn
2,006
Fin
3
675
TA
TA
Y
246
39
0
0
0
0
null
null
null
0
7
2,006
New
Partial
356,383
2,333
527,212,030
60
RL
85
16,056
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
CemntBd
CmentBd
Stone
208
Gd
TA
PConc
Ex
TA
Av
GLQ
240
Unf
0
1,752
1,992
GasA
Ex
Y
SBrkr
1,992
876
0
2,868
0
0
3
1
4
1
Ex
11
Typ
1
Gd
BuiltIn
2,005
Fin
3
716
TA
TA
Y
214
108
0
0
0
0
null
null
null
0
7
2,006
New
Partial
556,581
2,334
527,212,040
60
RL
82
12,438
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
466
Ex
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,234
1,234
GasA
Ex
Y
SBrkr
1,264
1,312
0
2,576
0
0
2
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,006
Fin
3
666
TA
TA
Y
324
100
0
0
0
0
null
null
null
0
7
2,006
New
Partial
361,919
2,335
527,214,060
60
RL
82
16,052
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
10
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
734
Ex
TA
PConc
Ex
TA
No
GLQ
1,206
Unf
0
644
1,850
GasA
Ex
Y
SBrkr
1,850
848
0
2,698
1
0
2
1
4
1
Ex
11
Typ
1
Gd
Attchd
2,006
RFn
3
736
TA
TA
Y
250
0
0
0
0
0
null
null
null
0
7
2,006
New
Partial
535,000
2,336
527,216,010
60
RL
92
15,922
Pave
null
IR1
HLS
AllPub
Corner
Gtl
StoneBr
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
550
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,390
1,390
GasA
Ex
Y
SBrkr
1,390
1,405
0
2,795
0
0
3
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,005
Fin
3
660
TA
TA
Y
272
102
0
0
0
0
null
null
null
0
1
2,006
New
Partial
401,179
2,337
527,216,050
60
RL
66
13,682
Pave
null
IR2
HLS
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
10
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
1,031
Ex
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,410
1,410
GasA
Ex
Y
SBrkr
1,426
1,519
0
2,945
0
0
3
1
3
1
Gd
10
Typ
1
Gd
BuiltIn
2,006
Fin
3
641
TA
TA
Y
192
0
37
0
0
0
null
null
null
0
10
2,006
New
Partial
438,780
2,338
527,226,010
60
RL
null
14,762
Pave
null
IR2
Lvl
AllPub
Corner
Gtl
Gilbert
Feedr
Norm
1Fam
2Story
5
6
1,948
1,950
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,547
720
53
2,320
0
0
2
0
2
1
TA
7
Typ
1
TA
Attchd
1,979
Unf
2
672
TA
TA
P
120
144
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
169,000
2,339
527,250,040
190
RL
100
34,650
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Gilbert
Norm
Norm
2fmCon
1Story
5
5
1,955
1,955
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Mn
Rec
1,056
Unf
0
0
1,056
GasA
TA
N
SBrkr
1,056
0
0
1,056
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,955
Fin
2
572
TA
TA
Y
264
0
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
145,000
2,340
527,252,090
120
RL
60
8,147
Pave
null
Reg
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
230
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,191
Unf
0
523
1,714
GasA
Ex
Y
SBrkr
1,714
0
0
1,714
1
0
2
0
2
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
517
TA
TA
Y
156
55
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
318,000
2,341
527,254,070
20
RL
69
11,302
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
Other
BrkFace
238
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,422
Unf
0
392
1,814
GasA
Ex
Y
SBrkr
1,826
0
0
1,826
1
0
2
0
3
1
Gd
7
Typ
1
TA
Attchd
2,005
Fin
3
758
TA
TA
Y
180
75
0
0
120
0
null
null
null
0
8
2,006
New
Partial
319,000
2,342
527,256,120
20
RL
90
18,261
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
1Fam
1Story
9
5
2,005
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
420
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,416
Unf
0
494
1,910
GasA
Ex
Y
SBrkr
2,000
0
0
2,000
1
0
2
1
3
1
Ex
8
Typ
2
Gd
Attchd
2,005
Unf
3
722
TA
TA
Y
351
102
0
0
123
0
null
null
null
0
9
2,006
WD
Normal
470,000
2,343
527,301,010
20
RL
91
14,145
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
7
1,984
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
Gd
TA
Mn
ALQ
213
Unf
0
995
1,208
GasA
Ex
Y
SBrkr
1,621
0
0
1,621
1
0
2
0
3
1
Gd
8
Typ
0
null
Attchd
1,984
RFn
2
440
TA
TA
Y
108
45
0
0
0
0
null
null
Shed
400
5
2,006
WD
Normal
202,500
2,344
527,302,080
50
RL
null
13,837
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1.5Fin
7
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
BrkFace
178
Gd
Gd
PConc
Gd
Gd
No
GLQ
1,002
LwQ
202
0
1,204
GasA
Gd
Y
SBrkr
1,377
806
0
2,183
0
0
2
1
4
1
Gd
9
Typ
0
null
Attchd
1,988
Unf
3
786
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
229,000
2,345
527,325,160
60
RL
null
16,659
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
PosA
Norm
1Fam
2Story
7
7
1,977
1,994
Gable
CompShg
Plywood
Plywood
BrkFace
34
TA
TA
CBlock
TA
TA
No
ALQ
795
Unf
0
0
795
GasA
Fa
Y
SBrkr
1,468
795
0
2,263
1
0
2
1
3
1
Gd
9
Typ
1
TA
Attchd
1,977
Fin
2
539
TA
TA
Y
0
250
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
235,000
2,346
527,327,080
60
RL
null
18,800
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
120
TA
TA
PConc
Gd
TA
Mn
GLQ
712
Unf
0
84
796
GasA
TA
Y
SBrkr
790
784
0
1,574
1
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,976
Fin
2
566
TA
TA
Y
306
111
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
190,000
2,347
527,328,010
85
RL
null
10,464
Pave
null
IR1
Lvl
AllPub
FR3
Gtl
NWAmes
Norm
Norm
1Fam
SFoyer
6
6
1,980
1,980
Gable
CompShg
HdBoard
HdBoard
BrkFace
130
TA
TA
CBlock
Gd
TA
Av
GLQ
850
Unf
0
138
988
GasA
TA
Y
SBrkr
1,102
0
0
1,102
1
0
1
0
2
1
TA
5
Typ
1
TA
Attchd
1,980
RFn
2
582
TA
TA
Y
140
22
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
169,000
2,348
527,354,040
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
5
1,988
1,988
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
102
TA
TA
CBlock
Gd
TA
Av
GLQ
929
Unf
0
916
1,845
GasA
Gd
Y
SBrkr
1,872
0
0
1,872
0
1
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,988
Fin
2
604
TA
TA
Y
197
39
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
241,500
2,349
527,355,060
60
RL
81
10,530
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
2Story
7
5
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
68
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
945
945
GasA
TA
Y
SBrkr
945
912
0
1,857
0
0
2
1
4
1
TA
8
Typ
1
TA
Attchd
1,978
RFn
2
482
TA
TA
Y
400
105
0
0
0
0
null
GdPrv
null
0
7
2,006
WD
Normal
188,900
2,350
527,355,280
20
RL
79
10,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,980
1,980
Gable
CompShg
Plywood
Plywood
BrkFace
157
TA
Gd
CBlock
Gd
TA
No
BLQ
625
LwQ
1,061
0
1,686
GasA
TA
Y
SBrkr
1,686
0
0
1,686
1
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,980
Unf
2
612
TA
TA
Y
384
131
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
207,500
2,351
527,356,020
60
RL
80
16,692
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
2Story
7
5
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
184
TA
TA
CBlock
Gd
TA
No
BLQ
790
LwQ
469
133
1,392
GasA
TA
Y
SBrkr
1,392
1,392
0
2,784
1
0
3
1
5
1
Gd
12
Typ
2
TA
Attchd
1,978
RFn
2
564
TA
TA
Y
0
112
0
0
440
519
Fa
MnPrv
TenC
2,000
7
2,006
WD
Normal
250,000
2,352
527,356,060
60
RL
85
11,475
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
2Story
6
6
1,975
1,975
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
550
Unf
0
163
713
GasA
TA
Y
SBrkr
811
741
0
1,552
1
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,975
RFn
2
434
TA
TA
Y
209
208
0
0
0
0
null
MnPrv
null
0
2
2,006
WD
Normal
179,900
2,353
527,358,090
85
RL
null
9,927
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SFoyer
7
5
1,976
1,976
Gable
CompShg
VinylSd
Wd Shng
Stone
252
Gd
TA
CBlock
Ex
TA
Gd
GLQ
1,005
Unf
0
42
1,047
GasA
TA
Y
SBrkr
1,083
0
0
1,083
1
0
1
0
2
1
TA
5
Typ
1
Fa
Attchd
1,976
RFn
2
596
TA
TA
Y
444
0
40
0
0
0
null
null
null
0
7
2,006
WD
Normal
172,000
2,354
527,365,010
60
FV
75
9,512
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
788
Unf
0
172
960
GasA
Ex
Y
SBrkr
960
1,358
0
2,318
1
0
2
1
3
1
Gd
8
Typ
1
Ex
BuiltIn
2,005
Fin
2
541
TA
TA
Y
0
246
0
0
0
0
null
null
null
0
6
2,006
New
Partial
294,323
2,355
527,375,160
80
RL
81
10,530
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
6
6
1,975
2,000
Gable
CompShg
Plywood
Plywood
BrkFace
248
TA
TA
CBlock
TA
Fa
No
ALQ
548
Unf
0
127
675
GasA
TA
Y
SBrkr
1,109
766
0
1,875
0
0
3
0
3
1
Gd
8
Typ
1
TA
Attchd
1,975
RFn
2
485
TA
TA
Y
48
28
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
184,500
2,356
527,376,090
20
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
788
Unf
0
268
1,056
GasA
Ex
Y
SBrkr
1,074
0
0
1,074
1
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,975
RFn
2
495
TA
TA
Y
0
88
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
153,500
2,357
527,376,110
60
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
GLQ
194
Unf
0
638
832
GasA
TA
Y
SBrkr
832
832
0
1,664
0
0
2
1
4
1
TA
8
Typ
1
TA
Attchd
1,976
RFn
2
528
TA
TA
Y
0
28
0
0
259
0
null
GdWo
null
0
3
2,006
WD
Normal
162,900
2,358
527,377,030
20
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,974
1,999
Hip
CompShg
HdBoard
HdBoard
BrkFace
99
TA
TA
CBlock
TA
TA
No
ALQ
663
LwQ
377
0
1,040
GasA
Fa
Y
SBrkr
1,309
0
0
1,309
1
0
1
1
3
1
Gd
5
Typ
1
Fa
Attchd
1,974
RFn
2
484
TA
TA
Y
265
0
0
0
0
648
Fa
GdPrv
null
0
1
2,006
WD
Normal
181,000
2,359
527,378,010
20
RL
80
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
6
1,974
1,974
Gable
CompShg
HdBoard
Plywood
BrkFace
176
TA
TA
CBlock
TA
TA
No
ALQ
755
Unf
0
348
1,103
GasA
TA
Y
SBrkr
1,103
0
0
1,103
0
0
2
0
3
1
TA
6
Typ
0
null
Attchd
1,974
Unf
2
462
TA
TA
Y
295
84
0
0
0
0
null
GdWo
null
0
6
2,006
WD
Normal
155,000
2,360
527,402,210
20
RL
null
15,870
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,969
1,969
Gable
CompShg
VinylSd
Plywood
null
0
TA
TA
CBlock
TA
TA
Mn
BLQ
75
Rec
791
230
1,096
GasA
Ex
Y
SBrkr
1,096
0
0
1,096
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,969
Fin
1
299
TA
TA
Y
240
32
0
0
0
0
null
null
null
0
3
2,006
WD
Abnorml
138,800
2,361
527,402,380
20
RL
71
9,353
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,970
1,970
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
864
864
GasA
Gd
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,972
Unf
1
280
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
0
7
2,006
Oth
Abnorml
116,050
2,362
527,403,120
20
RL
null
8,125
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
4
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
614
Unf
0
244
858
GasA
TA
Y
SBrkr
858
0
0
858
0
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
6
2,006
WD
Normal
88,000
2,363
527,404,180
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
4
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
20
LwQ
620
224
864
GasA
TA
Y
SBrkr
874
0
0
874
0
1
1
0
3
1
TA
5
Typ
0
null
Detchd
1,995
Unf
2
576
TA
TA
Y
63
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
97,500
2,364
527,427,210
120
RH
26
8,773
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
TwnhsE
1Story
6
5
2,002
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
951
Unf
0
536
1,487
GasA
Ex
Y
SBrkr
1,419
0
0
1,419
1
0
2
0
2
1
Gd
4
Typ
0
null
Attchd
2,002
Fin
2
543
TA
TA
Y
196
68
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
190,000
2,365
527,450,010
160
RM
24
2,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
TwnhsE
2Story
6
5
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
514
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
1,973
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
105,500
2,366
527,450,080
160
RM
24
2,160
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
TwnhsE
2Story
5
6
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
200
TA
TA
CBlock
TA
TA
No
LwQ
402
Unf
0
363
765
GasA
Gd
Y
SBrkr
765
600
0
1,365
0
0
1
1
3
1
Gd
7
Min1
1
Fa
Attchd
1,973
Unf
2
440
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
125,500
2,367
527,450,210
160
RM
21
1,953
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
BrkFace
408
TA
TA
CBlock
TA
Fa
No
BLQ
309
Unf
0
174
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,973
Unf
1
264
TA
TA
Y
72
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
83,000
2,368
527,450,460
160
RM
21
1,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
7
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
380
TA
TA
CBlock
TA
TA
No
ALQ
282
Unf
0
212
494
GasA
Ex
Y
SBrkr
494
536
0
1,030
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,973
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
116,000
2,369
527,451,200
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
CemntBd
CmentBd
BrkFace
236
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
672
672
GasA
TA
Y
SBrkr
672
546
0
1,218
0
0
1
1
3
1
TA
7
Typ
0
null
null
null
null
0
0
null
null
N
201
0
0
0
0
0
null
null
null
0
4
2,006
WD
Abnorml
91,500
2,370
527,451,380
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
7
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
281
TA
TA
CBlock
TA
TA
No
BLQ
317
Unf
0
355
672
GasA
Gd
Y
SBrkr
672
546
0
1,218
0
1
1
1
3
1
TA
7
Typ
0
null
Detchd
1,972
Unf
1
264
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
118,000
2,371
527,451,450
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
504
TA
TA
CBlock
TA
TA
No
ALQ
276
Unf
0
207
483
GasA
TA
Y
SBrkr
483
465
0
948
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,972
Unf
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
89,000
2,372
527,451,460
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
504
TA
TA
CBlock
TA
TA
No
BLQ
382
Unf
0
143
525
GasA
Gd
Y
SBrkr
525
567
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
1,972
Unf
1
264
TA
TA
Y
352
0
0
0
0
0
null
GdPrv
null
0
10
2,006
WD
Normal
108,000
2,373
527,451,520
160
RM
21
1,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrDale
Norm
Norm
Twnhs
2Story
6
5
1,972
1,972
Gable
CompShg
HdBoard
HdBoard
BrkFace
297
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
483
483
GasA
TA
Y
SBrkr
483
504
0
987
0
0
1
1
2
1
TA
5
Typ
1
Po
Attchd
1,972
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
94,500
2,374
527,452,070
120
RL
53
4,043
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
TwnhsE
1Story
6
5
1,975
1,975
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
727
BLQ
156
186
1,069
GasA
Gd
Y
SBrkr
1,069
0
0
1,069
0
1
2
0
2
1
TA
4
Typ
1
Po
Attchd
1,975
RFn
2
440
TA
TA
Y
0
55
0
0
225
0
null
null
null
0
7
2,006
WD
Normal
146,300
2,375
527,452,290
20
RL
65
7,514
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,967
1,975
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
373
Rec
108
462
943
GasA
TA
Y
SBrkr
1,387
0
0
1,387
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,974
RFn
1
300
TA
TA
Y
0
0
240
0
0
0
null
null
null
0
9
2,006
WD
Normal
145,000
2,376
527,452,310
85
RL
68
7,838
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SFoyer
5
5
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
ALQ
769
Unf
0
95
864
GasA
TA
Y
SBrkr
900
0
0
900
1
0
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,967
RFn
1
288
TA
TA
Y
175
144
0
0
0
0
null
MnWw
null
0
12
2,006
WD
Normal
123,000
2,377
527,453,070
120
RL
24
2,280
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NPkVill
Norm
Norm
Twnhs
1Story
7
7
1,976
1,976
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
TA
TA
No
ALQ
120
BLQ
492
443
1,055
GasA
TA
Y
SBrkr
1,055
0
0
1,055
1
0
2
0
2
1
TA
4
Typ
0
null
Attchd
1,976
Unf
1
319
TA
TA
Y
0
29
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
137,500
2,378
527,455,100
160
RL
24
2,179
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NPkVill
Norm
Norm
Twnhs
2Story
6
5
1,976
1,976
Gable
CompShg
Plywood
Brk Cmn
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
70
Unf
0
785
855
GasA
Gd
Y
SBrkr
855
601
0
1,456
0
0
2
1
3
1
TA
6
Typ
1
TA
Attchd
1,976
RFn
2
460
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
144,000
2,379
528,102,010
20
RL
129
16,737
Pave
null
Reg
Lvl
AllPub
FR3
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
66
Gd
TA
PConc
Ex
TA
Av
GLQ
1,447
Unf
0
533
1,980
GasA
Ex
Y
SBrkr
1,980
0
0
1,980
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,004
Fin
3
770
TA
TA
Y
194
45
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
315,000
2,380
528,102,080
60
RL
72
16,387
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
215
Gd
TA
PConc
Ex
Gd
No
GLQ
1,369
Unf
0
369
1,738
GasA
Gd
Y
SBrkr
1,738
851
0
2,589
1
0
2
1
4
1
Ex
11
Typ
1
Gd
Attchd
2,006
RFn
3
831
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,006
New
Partial
412,083
2,381
528,106,010
60
RL
111
16,259
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
370
TA
TA
PConc
Ex
Gd
Av
Unf
0
Unf
0
1,249
1,249
GasA
Ex
Y
SBrkr
1,249
1,347
0
2,596
0
0
3
1
4
1
Gd
9
Typ
0
null
Attchd
2,006
RFn
3
840
TA
TA
Y
240
154
0
0
0
0
null
null
null
0
9
2,006
New
Partial
342,643
2,382
528,106,120
20
RL
110
16,163
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
232
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,618
1,618
GasA
Ex
Y
SBrkr
1,618
0
0
1,618
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,004
Fin
3
880
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
252,000
2,383
528,110,050
20
RL
107
13,891
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
10
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
null
Ex
TA
PConc
Ex
Gd
Gd
GLQ
1,386
Unf
0
690
2,076
GasA
Ex
Y
SBrkr
2,076
0
0
2,076
1
0
2
1
2
1
Ex
7
Typ
1
Gd
Attchd
2,006
Fin
3
850
TA
TA
Y
216
229
0
0
0
0
null
null
null
0
9
2,006
New
Partial
465,000
2,384
528,112,010
20
RL
108
12,228
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
206
Gd
TA
PConc
Ex
Gd
No
Unf
0
Unf
0
1,721
1,721
GasA
Ex
Y
SBrkr
1,740
0
0
1,740
0
0
2
0
4
1
Gd
8
Typ
0
null
Attchd
2,006
RFn
3
874
TA
TA
Y
0
43
0
0
0
0
null
null
null
0
9
2,006
New
Partial
293,000
2,385
528,114,010
20
RL
120
14,780
Pave
null
IR1
HLS
AllPub
Corner
Mod
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,005
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
568
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,505
Unf
0
363
1,868
GasA
Ex
Y
SBrkr
1,868
0
0
1,868
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,005
Fin
3
1,085
TA
TA
Y
354
56
0
0
156
0
null
null
null
0
6
2,006
WD
Normal
415,000
2,386
528,116,030
20
RL
98
16,033
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
378
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,261
Unf
0
572
1,833
GasA
Ex
Y
SBrkr
1,850
0
0
1,850
1
0
2
0
3
1
Gd
8
Typ
1
Gd
Attchd
2,004
Fin
3
772
TA
TA
Y
519
112
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
326,000
2,387
528,118,010
60
RL
101
14,215
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
380
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,158
1,158
GasA
Ex
Y
SBrkr
1,158
1,218
0
2,376
0
0
3
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,005
RFn
3
853
TA
TA
Y
240
154
0
0
0
0
null
null
null
0
11
2,006
New
Partial
325,300
2,388
528,118,020
60
RL
108
13,418
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
132
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,117
1,117
GasA
Ex
Y
SBrkr
1,132
1,320
0
2,452
0
0
3
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,004
Fin
3
691
TA
TA
Y
113
32
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
309,000
2,389
528,118,110
60
RL
120
13,975
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
525
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,090
1,090
GasA
Ex
Y
SBrkr
1,117
1,089
0
2,206
0
0
2
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,005
Fin
3
670
TA
TA
Y
148
95
0
0
0
0
null
null
null
0
8
2,006
New
Partial
300,000
2,390
528,120,110
60
RL
80
10,240
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
178
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,030
1,030
GasA
Gd
Y
SBrkr
1,038
1,060
0
2,098
0
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,005
RFn
3
878
TA
TA
Y
192
52
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
275,500
2,391
528,120,140
60
RL
82
9,942
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Gable
CompShg
MetalSd
MetalSd
BrkFace
385
Ex
TA
PConc
Ex
Gd
Av
GLQ
1,290
Unf
0
316
1,606
GasA
Ex
Y
SBrkr
1,625
466
0
2,091
1
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,005
RFn
2
521
TA
TA
Y
194
84
0
0
0
0
null
null
null
0
5
2,006
New
Partial
338,500
2,392
528,138,030
60
RL
85
11,924
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
WdShing
Wd Shng
Stone
286
Ex
TA
PConc
Ex
TA
No
GLQ
998
Unf
0
177
1,175
GasA
Ex
Y
SBrkr
1,182
1,142
0
2,324
1
0
3
0
4
1
Ex
11
Typ
2
Gd
BuiltIn
2,005
Fin
3
736
TA
TA
Y
147
21
0
0
0
0
null
null
null
0
7
2,006
New
Partial
345,000
2,393
528,142,010
60
RL
103
12,867
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Gable
CompShg
CemntBd
CmentBd
null
null
Gd
TA
PConc
Ex
TA
Av
Unf
0
Unf
0
1,209
1,209
GasA
Ex
Y
SBrkr
1,209
1,044
0
2,253
0
0
2
1
3
1
Ex
8
Typ
1
Gd
Attchd
2,005
Fin
2
575
TA
TA
Y
243
142
0
0
0
0
null
null
null
0
7
2,006
New
Partial
344,133
2,394
528,142,060
60
RL
82
10,672
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,054
1,054
GasA
Gd
Y
SBrkr
1,054
1,335
0
2,389
0
0
2
1
4
1
Gd
10
Typ
1
Gd
BuiltIn
2,006
Fin
3
672
TA
TA
Y
176
64
0
0
0
0
null
null
null
0
11
2,006
New
Partial
298,236
2,395
528,142,070
60
RL
82
11,643
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Hip
CompShg
MetalSd
MetalSd
BrkFace
142
Gd
TA
PConc
Ex
TA
Av
GLQ
880
Unf
0
644
1,524
GasA
Ex
Y
SBrkr
1,544
814
0
2,358
1
0
2
1
4
1
Ex
10
Typ
1
Gd
BuiltIn
2,005
Fin
3
784
TA
TA
Y
120
34
0
0
0
0
null
null
null
0
8
2,006
New
Partial
329,900
2,396
528,142,110
20
RL
90
12,378
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,274
Unf
0
622
1,896
GasA
Ex
Y
SBrkr
1,944
0
0
1,944
1
0
2
0
3
1
Ex
8
Typ
3
Ex
Attchd
2,003
Fin
3
708
TA
TA
Y
208
175
0
0
0
0
null
null
null
0
11
2,006
WD
Normal
360,000
2,397
528,144,030
60
RL
86
11,065
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
788
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,085
1,085
GasA
Ex
Y
SBrkr
1,120
850
0
1,970
0
0
2
1
3
1
Ex
8
Typ
1
Gd
BuiltIn
2,006
Fin
3
753
TA
TA
Y
177
74
0
0
0
0
null
null
null
0
10
2,006
New
Partial
281,000
2,398
528,150,080
20
RL
121
13,758
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
430
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,232
Unf
0
560
1,792
GasA
Ex
Y
SBrkr
1,792
0
0
1,792
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
3
925
TA
TA
Y
204
49
0
0
0
0
null
null
null
0
3
2,006
New
Partial
372,397
2,399
528,150,090
20
RL
131
14,828
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,004
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
674
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,383
Unf
0
397
1,780
GasA
Ex
Y
SBrkr
1,780
0
0
1,780
1
0
2
0
2
1
Ex
7
Typ
1
Gd
Attchd
2,004
Fin
3
816
TA
TA
Y
144
68
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
378,000
2,400
528,164,040
20
RL
72
11,846
Pave
null
IR1
HLS
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
9
5
2,003
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
562
Gd
TA
PConc
Ex
TA
Gd
GLQ
1,567
Unf
0
225
1,792
GasA
Ex
Y
SBrkr
1,792
0
0
1,792
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,003
Fin
3
874
TA
TA
Y
206
49
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
374,000