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
2,201
909,252,010
50
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SWISU
Feedr
Norm
1Fam
1.5Fin
5
7
1,937
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
252
TA
TA
BrkTil
Gd
TA
No
ALQ
569
Unf
0
162
731
GasA
Ex
Y
SBrkr
981
787
0
1,768
1
0
1
1
3
1
Gd
7
Typ
2
TA
Detchd
1,939
Unf
1
240
TA
TA
Y
0
0
264
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
175,000
2,202
909,252,150
70
RL
63
4,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
7
8
1,930
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
No
GLQ
246
Unf
0
285
531
GasA
TA
Y
SBrkr
567
531
0
1,098
1
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,930
Unf
1
216
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
148,500
2,203
909,252,170
70
RL
53
6,720
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
7
1,921
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
585
585
GasA
TA
N
SBrkr
851
585
0
1,436
0
0
1
0
3
1
TA
7
Typ
1
Gd
Detchd
1,992
Unf
1
228
TA
TA
Y
184
0
0
0
0
0
null
null
null
0
4
2,007
CWD
Normal
141,500
2,204
909,254,090
50
RL
55
7,642
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
7
8
1,918
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
912
912
GasA
Gd
Y
SBrkr
912
514
0
1,426
0
0
1
1
3
1
Gd
7
Typ
1
Gd
Detchd
1,925
Unf
1
216
TA
TA
Y
0
240
0
0
0
0
null
GdPrv
null
0
6
2,007
WD
Normal
189,950
2,205
909,254,100
70
RL
53
7,155
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
6
8
1,926
1,991
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
686
686
GasA
TA
Y
SBrkr
686
775
0
1,461
0
0
1
0
3
1
TA
6
Typ
1
Gd
Detchd
1,926
Unf
1
225
TA
TA
N
0
0
116
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
135,000
2,206
909,254,130
75
RL
53
7,128
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2.5Unf
7
5
1,941
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
Rec
364
Unf
0
554
918
GasA
Gd
Y
SBrkr
918
728
0
1,646
0
0
2
0
4
1
TA
7
Typ
2
Gd
Detchd
1,941
Unf
1
240
TA
TA
Y
0
0
0
0
126
0
null
MnPrv
null
0
8
2,007
WD
Normal
164,000
2,207
909,254,140
30
RL
40
4,280
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
6
1,913
2,002
Gable
CompShg
WdShing
Stucco
null
0
TA
TA
PConc
TA
TA
No
LwQ
365
Unf
0
75
440
GasA
TA
N
SBrkr
694
0
0
694
0
0
1
0
2
1
Gd
4
Typ
1
Gd
Detchd
1,990
Unf
1
352
Gd
TA
P
0
0
34
0
0
0
null
MnPrv
null
0
3
2,007
WD
Normal
90,350
2,208
909,254,150
50
RL
53
5,362
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
5
6
1,910
2,003
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
661
661
GasA
Ex
Y
SBrkr
661
589
0
1,250
0
0
2
0
3
1
TA
8
Typ
1
Gd
Detchd
1,985
Unf
2
552
TA
TA
Y
242
0
81
0
0
0
null
null
null
0
11
2,007
WD
Normal
139,000
2,209
909,256,120
30
RL
50
6,305
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
7
1,938
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
Fa
Fa
No
Unf
0
Unf
0
920
920
GasA
Ex
Y
SBrkr
954
0
0
954
0
0
1
0
2
1
Fa
5
Typ
1
Gd
Basment
1,938
Unf
1
240
Fa
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
119,750
2,210
909,275,020
90
RH
82
7,136
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
Duplex
2Story
6
6
1,946
1,950
Gable
CompShg
MetalSd
MetalSd
BrkFace
423
TA
TA
CBlock
Gd
TA
No
Rec
484
Unf
0
495
979
GasA
TA
N
FuseF
979
979
0
1,958
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,946
Unf
2
492
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
145,000
2,211
909,275,030
90
RH
82
6,270
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
Duplex
2Story
5
6
1,949
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
284
Unf
0
717
1,001
GasA
TA
N
FuseA
1,001
1,001
0
2,002
0
0
2
0
4
2
TA
8
Typ
0
null
2Types
1,949
Unf
3
871
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
145,000
2,212
909,275,110
70
RL
60
7,230
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2.5Unf
7
7
1,927
1,992
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
851
851
GasA
Gd
Y
SBrkr
867
851
0
1,718
0
0
2
1
4
1
Gd
8
Typ
1
TA
Detchd
1,927
Unf
2
264
TA
TA
Y
291
0
60
0
153
0
null
GdPrv
null
0
10
2,007
WD
Normal
238,000
2,213
909,275,160
20
RL
126
13,108
Pave
null
IR2
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
5
5
1,951
1,951
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Fa
Y
SBrkr
1,226
0
0
1,226
0
0
1
1
2
1
TA
7
Min1
1
Gd
Attchd
1,951
Fin
2
400
TA
TA
Y
174
24
120
0
228
0
null
null
null
0
6
2,007
WD
Normal
153,500
2,214
909,275,310
70
RL
86
22,420
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Feedr
Norm
1Fam
2Story
6
6
1,918
1,950
Hip
CompShg
Wd Sdng
Stucco
null
0
TA
TA
BrkTil
Gd
TA
No
BLQ
1,128
Unf
0
242
1,370
GasW
TA
N
FuseA
1,370
1,254
0
2,624
1
0
2
1
4
1
TA
10
Typ
1
Gd
Detchd
1,918
Unf
3
864
TA
TA
N
0
0
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
239,000
2,215
909,276,160
70
RL
78
12,168
Pave
null
Reg
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
1Fam
2Story
8
6
1,934
1,998
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
PConc
Gd
TA
Mn
BLQ
428
Unf
0
537
965
GasA
TA
Y
SBrkr
1,940
1,254
0
3,194
0
0
2
1
4
1
TA
10
Typ
2
Gd
Basment
1,934
Unf
2
380
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Alloca
359,100
2,216
909,276,210
50
RL
110
7,810
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1.5Fin
4
6
1,930
2,003
Gable
CompShg
AsbShng
CmentBd
null
0
TA
Gd
BrkTil
TA
Gd
No
GLQ
189
Unf
0
741
930
GasA
Ex
Y
SBrkr
1,230
525
0
1,755
0
0
2
0
4
1
Gd
7
Typ
1
TA
Detchd
1,930
Unf
1
231
Fa
TA
Y
0
40
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
188,000
2,217
909,279,080
50
RL
null
11,275
Pave
null
IR1
HLS
AllPub
Corner
Mod
Crawfor
Norm
Norm
1Fam
1.5Fin
6
7
1,932
1,950
Gable
CompShg
MetalSd
MetalSd
BrkFace
480
TA
TA
CBlock
TA
TA
Mn
Rec
297
LwQ
557
0
854
GasA
TA
Y
SBrkr
1,096
895
0
1,991
0
0
1
1
3
1
TA
7
Typ
1
Gd
Detchd
1,977
Unf
2
432
TA
Fa
Y
0
0
19
0
0
0
null
null
null
0
3
2,007
WD
Normal
220,000
2,218
909,281,020
190
RL
79
6,221
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
2fmCon
1.5Fin
5
5
1,941
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
Fa
No
LwQ
533
Unf
0
195
728
GasA
Ex
Y
SBrkr
760
595
0
1,355
0
0
2
0
3
1
TA
5
Typ
0
null
Detchd
1,966
Unf
2
528
TA
TA
Y
0
0
0
0
144
0
null
MnPrv
null
0
10
2,007
WD
Normal
140,000
2,219
909,281,130
70
RL
70
10,570
Pave
null
Reg
Bnk
AllPub
Inside
Mod
Crawfor
Norm
Norm
1Fam
2Story
8
8
1,932
1,994
Hip
CompShg
BrkFace
BrkFace
null
0
Gd
TA
CBlock
Gd
Gd
No
Rec
297
Unf
0
556
853
GasA
TA
Y
SBrkr
1,549
1,178
0
2,727
0
0
2
1
3
1
Gd
10
Maj1
2
TA
Detchd
1,932
Unf
2
440
TA
TA
Y
0
74
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
315,000
2,220
909,282,020
70
RL
61
7,259
Pave
null
IR1
Lvl
AllPub
Inside
Mod
Crawfor
Norm
Norm
1Fam
2Story
6
8
1,945
2,002
Gambrel
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
ALQ
774
LwQ
150
104
1,028
GasA
Ex
Y
SBrkr
1,436
884
0
2,320
1
0
2
1
3
1
Gd
9
Typ
1
TA
Detchd
1,945
Unf
1
180
TA
TA
Y
224
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
259,500
2,221
909,425,140
20
RL
110
14,442
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
7
1,957
2,004
Hip
CompShg
CemntBd
CmentBd
BrkFace
106
TA
TA
PConc
TA
TA
No
GLQ
1,186
Unf
0
291
1,477
GasA
Ex
Y
SBrkr
1,839
0
0
1,839
1
0
2
0
3
1
Gd
7
Typ
2
TA
Attchd
1,957
Fin
2
416
TA
TA
Y
0
87
0
0
200
0
null
null
null
0
6
2,007
WD
Normal
257,500
2,222
909,425,270
70
RL
75
13,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
2Story
7
6
1,940
1,984
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
410
Unf
0
390
800
GasA
TA
Y
SBrkr
960
780
0
1,740
0
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,940
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
CWD
Normal
219,500
2,223
909,428,120
20
RL
null
21,000
Pave
null
Reg
Bnk
AllPub
Corner
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
5
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
184
TA
Gd
CBlock
Gd
TA
Mn
ALQ
35
Rec
869
905
1,809
GasA
TA
Y
SBrkr
2,259
0
0
2,259
1
0
2
0
3
1
Gd
7
Typ
2
Gd
Basment
1,953
Unf
2
450
TA
TA
Y
166
120
192
0
0
0
null
MnPrv
null
0
10
2,007
COD
Abnorml
217,000
2,224
909,428,180
20
RL
null
25,485
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
4
1,960
1,960
Gable
CompShg
Wd Sdng
MetalSd
BrkFace
423
TA
Fa
CBlock
TA
Gd
Mn
LwQ
540
Rec
1,020
0
1,560
GasA
TA
Y
SBrkr
1,560
0
0
1,560
0
0
1
1
3
1
TA
6
Typ
3
TA
Attchd
1,960
RFn
2
580
TA
TA
Y
0
75
584
0
0
0
null
null
null
0
5
2,007
WD
Normal
201,000
2,225
909,428,340
20
RL
null
21,579
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
6
1,968
1,968
Hip
CompShg
HdBoard
BrkFace
null
0
TA
TA
PConc
Gd
TA
No
BLQ
813
Unf
0
675
1,488
GasA
Ex
Y
SBrkr
1,488
0
0
1,488
0
1
2
0
3
1
TA
7
Typ
2
Gd
Attchd
1,968
RFn
2
552
TA
TA
Y
0
0
216
0
0
0
null
null
null
0
9
2,007
CWD
Normal
215,000
2,226
909,451,130
160
RM
24
1,782
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blueste
Norm
Norm
Twnhs
2Story
6
6
1,980
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
Gd
TA
No
GLQ
330
Unf
0
186
516
GasA
Gd
Y
SBrkr
529
516
0
1,045
0
0
1
0
2
1
TA
5
Typ
1
TA
Detchd
1,980
Unf
2
462
TA
TA
Y
180
0
0
0
0
0
null
MnPrv
null
0
12
2,007
WD
Normal
123,900
2,227
909,452,102
20
RL
null
17,871
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Crawfor
Norm
Norm
1Fam
1Story
4
5
1,995
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,680
1,680
GasA
Gd
Y
SBrkr
1,680
0
0
1,680
0
0
2
0
4
1
Gd
7
Typ
0
null
Attchd
1,996
Unf
2
628
TA
TA
Y
152
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
170,000
2,228
909,455,060
120
RM
35
3,907
Pave
null
IR1
Bnk
AllPub
Inside
Mod
Blueste
Norm
Norm
TwnhsE
1Story
8
5
1,988
1,988
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Gd
GLQ
577
Unf
0
427
1,004
GasA
Gd
Y
SBrkr
1,020
0
0
1,020
1
0
1
0
1
1
TA
4
Typ
0
null
Attchd
1,988
Unf
2
509
TA
TA
Y
135
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
200,000
2,229
909,475,050
20
RL
null
20,693
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
Crawfor
Norm
Norm
1Fam
1Story
7
5
1,971
1,971
Gable
CompShg
Plywood
Plywood
BrkFace
652
TA
TA
CBlock
Gd
TA
No
Rec
434
Unf
0
1,262
1,696
GasA
Ex
Y
SBrkr
1,696
0
0
1,696
0
0
2
0
3
1
TA
7
Typ
2
TA
Attchd
1,971
Fin
2
625
TA
TA
Y
0
146
0
0
0
0
null
GdWo
null
0
2
2,007
WD
Normal
198,000
2,230
909,475,070
20
RL
null
32,668
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
3
1,957
1,975
Hip
CompShg
Wd Sdng
Stone
null
null
Gd
TA
PConc
TA
TA
No
Rec
1,219
Unf
0
816
2,035
GasA
TA
Y
SBrkr
2,515
0
0
2,515
1
0
3
0
4
2
TA
9
Maj1
2
TA
Attchd
1,975
RFn
2
484
TA
TA
Y
0
0
200
0
0
0
null
null
null
0
3
2,007
WD
Alloca
200,624
2,231
909,475,230
20
RL
70
18,044
Pave
null
IR1
HLS
AllPub
CulDSac
Gtl
Crawfor
Norm
Norm
1Fam
1Story
8
5
1,986
1,986
Gable
CompShg
WdShing
Plywood
null
0
Gd
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
279
279
GasA
Gd
Y
SBrkr
2,726
0
0
2,726
0
0
2
1
2
1
Gd
6
Typ
1
Gd
Attchd
1,986
Fin
2
691
Gd
Gd
Y
216
64
169
0
0
228
Ex
null
null
0
8
2,007
WD
Normal
315,000
2,232
910,200,040
50
RM
85
8,500
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Artery
Norm
1Fam
1.5Fin
5
7
1,919
2,005
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
793
793
GasW
TA
N
FuseF
997
520
0
1,517
0
0
2
0
3
1
Fa
7
Typ
0
null
null
null
null
0
0
null
null
N
0
0
144
0
0
0
null
null
null
0
8
2,007
WD
Normal
115,000
2,233
910,200,110
50
RM
50
7,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
7
1,940
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
375
Unf
0
345
720
GasA
Gd
Y
FuseA
720
495
0
1,215
0
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,965
Fin
2
720
TA
TA
Y
0
0
30
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
141,000
2,234
910,201,020
45
RM
50
5,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
RRAe
Norm
1Fam
1.5Unf
5
6
1,941
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
116
Unf
0
604
720
GasA
Po
N
FuseF
803
0
0
803
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,941
Unf
2
360
TA
TA
Y
0
0
244
0
0
0
null
null
null
0
12
2,007
WD
Normal
87,000
2,235
910,201,050
50
RM
50
7,288
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Artery
Norm
1Fam
1.5Fin
5
7
1,925
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
BrkTil
TA
Po
No
Unf
0
Unf
0
936
936
GasA
Ex
Y
SBrkr
936
665
0
1,601
0
0
2
0
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
176
0
0
null
null
null
0
9
2,007
WD
Normal
129,850
2,236
910,201,110
50
RM
50
6,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
4
5
1,939
1,950
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
732
732
GasA
Gd
Y
SBrkr
772
351
0
1,123
0
0
1
0
3
1
TA
4
Typ
0
null
Detchd
1,979
Unf
1
264
TA
TA
P
0
0
140
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
100,000
2,237
910,201,180
70
RM
50
9,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
2Story
5
6
1,923
1,999
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
TA
BrkTil
Gd
TA
No
ALQ
548
Unf
0
311
859
GasA
Ex
Y
SBrkr
942
886
0
1,828
0
0
2
0
3
1
Gd
6
Typ
0
null
Detchd
null
null
null
null
null
null
Y
174
0
212
0
0
0
null
MnPrv
null
0
3
2,007
WD
Alloca
150,909
2,238
910,202,030
30
RM
46
3,672
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Artery
Norm
1Fam
1Story
5
7
1,922
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
816
816
GasA
Ex
Y
SBrkr
816
0
0
816
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,922
Unf
1
100
Fa
Fa
N
0
0
96
0
0
0
null
null
null
0
9
2,007
WD
Normal
75,200
2,239
910,203,290
30
RM
59
8,263
Pave
null
Reg
Bnk
AllPub
Inside
Mod
IDOTRR
Norm
Norm
1Fam
1Story
6
5
1,920
1,950
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,012
1,012
GasA
TA
Y
FuseA
1,012
0
0
1,012
0
0
1
0
2
1
TA
6
Typ
1
Gd
Detchd
1,920
Unf
1
308
TA
TA
Y
0
22
112
0
0
0
null
MnPrv
null
0
5
2,007
WD
Normal
118,400
2,240
910,204,090
30
RM
60
8,967
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
5
2
1,920
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Fa
BrkTil
Fa
Po
No
Unf
0
Unf
0
961
961
GasA
Gd
Y
Mix
1,077
0
0
1,077
0
0
1
0
2
1
TA
6
Maj2
0
null
Detchd
1,920
Unf
1
338
Po
Po
N
0
0
0
0
0
0
null
null
null
0
11
2,007
WD
Abnorml
67,000
2,241
910,205,130
50
RM
75
13,710
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
5
5
1,950
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
420
Unf
0
490
910
GasA
TA
Y
FuseA
910
648
0
1,558
0
0
1
1
4
1
TA
6
Typ
0
null
Attchd
1,950
Unf
1
282
TA
TA
Y
289
0
0
0
0
0
null
MnPrv
null
0
6
2,007
WD
Normal
152,000
2,242
910,206,010
50
RM
64
11,067
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
2
4
1,939
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
640
0
205
845
0
0
1
0
1
1
TA
4
Maj2
0
null
Detchd
1,950
Unf
1
256
TA
Fa
N
48
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
68,104
2,243
911,103,060
190
C (all)
75
8,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Feedr
Norm
2fmCon
2Story
5
6
1,895
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
957
957
GasA
Fa
N
SBrkr
1,034
957
0
1,991
0
0
2
0
4
2
TA
9
Typ
0
null
null
null
null
0
0
null
null
N
0
0
133
0
0
0
null
null
null
0
6
2,007
WD
Normal
119,600
2,244
911,128,010
20
C (all)
65
6,565
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
6
1,957
1,980
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
967
Unf
0
106
1,073
GasA
Gd
Y
FuseA
1,073
0
0
1,073
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,985
Unf
2
720
TA
TA
Y
0
444
0
0
0
0
null
null
null
0
8
2,007
WD
Abnorml
140,000
2,245
911,128,020
30
C (all)
60
6,060
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
5
9
1,930
2,007
Hip
CompShg
MetalSd
MetalSd
null
0
Gd
TA
BrkTil
TA
TA
No
ALQ
737
Unf
0
100
837
GasA
Ex
Y
SBrkr
1,001
0
0
1,001
0
0
1
0
2
1
Gd
5
Typ
0
null
Detchd
1,930
Unf
1
216
TA
Po
N
154
0
42
86
0
0
null
null
null
0
11
2,007
WD
Normal
124,900
2,246
911,370,450
120
RM
59
5,568
Pave
null
IR1
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Hip
CompShg
CemntBd
CmentBd
Stone
473
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,573
Unf
0
0
1,573
GasA
Gd
Y
SBrkr
1,625
0
0
1,625
1
1
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
Fin
2
495
TA
TA
Y
123
0
0
0
153
0
null
null
null
0
10
2,007
New
Partial
375,000
2,247
911,370,460
120
RM
44
4,750
Pave
null
IR1
HLS
AllPub
Inside
Mod
Crawfor
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,007
Hip
CompShg
VinylSd
VinylSd
Stone
481
Gd
TA
PConc
Gd
TA
Gd
GLQ
1,573
Unf
0
0
1,573
GasA
Ex
Y
SBrkr
1,625
0
0
1,625
1
1
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
Fin
2
538
TA
TA
Y
123
0
0
0
153
0
null
null
null
0
12
2,007
WD
Family
235,000
2,248
914,452,090
85
RL
null
12,150
Pave
null
IR1
Bnk
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
6
6
1,979
1,979
Gable
CompShg
HdBoard
Wd Shng
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
1,001
Unf
0
0
1,001
GasA
TA
Y
SBrkr
1,299
0
0
1,299
1
0
2
0
2
1
Gd
5
Typ
1
Po
BuiltIn
1,979
RFn
2
486
TA
TA
Y
84
0
222
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
183,500
2,249
914,452,120
85
RL
null
7,540
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
6
6
1,978
1,978
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
773
Unf
0
115
888
GasA
Ex
Y
SBrkr
912
0
0
912
1
0
1
0
2
1
TA
5
Typ
1
TA
Attchd
1,978
RFn
2
470
TA
TA
Y
0
0
0
0
192
0
null
MnPrv
null
0
6
2,007
WD
Normal
156,000
2,250
914,452,190
20
RL
71
9,187
Pave
null
Reg
Bnk
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
1Story
6
5
1,983
1,983
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
PConc
TA
TA
No
ALQ
336
Unf
0
748
1,084
GasA
TA
Y
SBrkr
1,080
0
0
1,080
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,983
Unf
2
484
TA
TA
Y
120
0
158
0
0
0
null
null
null
0
6
2,007
WD
Normal
134,000
2,251
914,460,020
20
RL
80
10,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
166
Gd
TA
PConc
Gd
TA
No
GLQ
585
Unf
0
856
1,441
GasA
Ex
Y
SBrkr
1,392
0
0
1,392
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,002
Fin
3
650
TA
TA
Y
168
49
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
215,000
2,252
914,460,110
20
RL
44
12,864
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,392
Unf
0
17
1,409
GasA
Ex
Y
SBrkr
1,409
0
0
1,409
1
0
1
1
1
1
Gd
4
Typ
1
Gd
Attchd
2,002
RFn
2
576
TA
TA
Y
0
144
0
0
145
0
null
null
null
0
7
2,007
WD
Normal
245,000
2,253
914,476,330
20
RL
null
9,928
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Mitchel
Norm
Norm
1Fam
1Story
7
5
1,991
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
GLQ
1,239
Unf
0
215
1,454
GasA
TA
Y
SBrkr
1,478
0
0
1,478
1
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,991
Unf
2
506
TA
TA
Y
114
22
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
210,000
2,254
914,478,020
80
RL
null
8,750
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
7
6
1,975
1,975
Gable
CompShg
Plywood
Plywood
Stone
50
TA
TA
CBlock
TA
TA
Av
Rec
224
GLQ
530
98
852
GasA
TA
Y
SBrkr
918
0
0
918
0
1
1
0
3
0
TA
4
Typ
0
null
Attchd
1,975
Unf
1
360
TA
TA
Y
192
84
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
148,000
2,255
914,478,100
85
RL
82
8,410
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
6
6
1,974
1,974
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
Av
ALQ
924
Unf
0
46
970
GasA
TA
Y
SBrkr
1,026
0
0
1,026
1
0
1
0
2
1
TA
5
Typ
1
Po
Attchd
1,974
Unf
2
528
TA
TA
Y
193
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
143,000
2,256
916,226,090
120
RL
46
4,054
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
TwnhsE
1Story
7
6
1,987
1,987
Gable
CompShg
VinylSd
VinylSd
BrkFace
352
Gd
TA
BrkTil
Gd
TA
Av
GLQ
949
Unf
0
552
1,501
GasA
Ex
Y
SBrkr
1,501
0
0
1,501
1
0
2
0
2
1
Gd
5
Typ
2
TA
Attchd
1,987
Fin
2
512
TA
TA
Y
240
0
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
244,000
2,257
916,253,320
120
RM
null
9,763
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
GrnHill
Norm
Norm
TwnhsE
1Story
7
5
1,998
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
239
Gd
TA
PConc
Gd
TA
No
GLQ
1,102
ALQ
72
328
1,502
GasA
Ex
Y
SBrkr
1,502
0
0
1,502
1
0
1
1
1
1
Gd
5
Typ
1
TA
Attchd
1,998
Fin
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,007
WD
Normal
330,000
2,258
916,326,040
20
RL
115
16,905
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
5
6
1,959
1,959
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
Gd
BLQ
967
Unf
0
383
1,350
GasA
Gd
Y
SBrkr
1,328
0
0
1,328
0
1
1
1
2
1
TA
5
Typ
2
Gd
Attchd
1,959
RFn
1
308
TA
TA
P
0
104
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
170,000
2,259
916,326,090
20
RL
149
19,958
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
6
8
1,958
1,995
Hip
CompShg
HdBoard
HdBoard
BrkFace
1,224
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
585
585
GasA
Gd
Y
SBrkr
2,279
0
0
2,279
0
0
2
1
4
1
Gd
7
Typ
1
Gd
Attchd
1,958
RFn
2
461
TA
TA
Y
274
0
0
0
138
0
null
GdPrv
null
0
7
2,007
WD
Normal
257,000
2,260
916,384,050
20
RL
67
8,368
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,689
1,689
GasA
Ex
Y
SBrkr
1,689
0
0
1,689
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
2
433
TA
TA
Y
100
39
0
0
0
0
null
null
null
0
4
2,007
New
Partial
231,713
2,261
916,384,070
20
RL
68
8,298
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Hip
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
Av
GLQ
583
Unf
0
963
1,546
GasA
Ex
Y
SBrkr
1,564
0
0
1,564
0
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,207
RFn
2
502
TA
TA
Y
132
0
0
0
0
0
null
null
null
0
9
2,007
New
Partial
267,300
2,262
916,384,080
20
RL
64
9,037
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
32
Gd
TA
PConc
Gd
TA
Av
GLQ
428
Unf
0
1,048
1,476
GasA
Ex
Y
SBrkr
1,484
0
0
1,484
0
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,006
RFn
2
472
TA
TA
Y
120
33
0
0
0
0
null
null
null
0
12
2,007
WD
Normal
265,900
2,263
916,384,150
20
RL
89
10,991
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
BrkFace
80
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,571
1,571
GasA
Ex
Y
SBrkr
1,571
0
0
1,571
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
Fin
3
722
TA
TA
Y
100
36
0
0
0
0
null
null
null
0
12
2,007
New
Partial
239,000
2,264
916,386,170
20
RL
67
10,656
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
274
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,638
1,638
GasA
Ex
Y
SBrkr
1,646
0
0
1,646
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,007
RFn
3
870
TA
TA
Y
192
80
0
0
0
0
null
null
null
0
11
2,007
New
Partial
248,900
2,265
916,403,040
20
RL
42
10,331
Pave
null
Reg
Lvl
AllPub
CulDSac
Gtl
Timber
Norm
Norm
1Fam
1Story
7
7
1,985
1,985
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
215
BLQ
80
970
1,265
GasA
Gd
Y
SBrkr
1,240
0
0
1,240
0
1
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,985
Unf
2
528
TA
TA
Y
232
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
174,000
2,266
916,403,290
50
RL
44
13,758
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Timber
Norm
Norm
1Fam
1.5Fin
7
5
1,990
1,991
Gable
CompShg
HdBoard
HdBoard
BrkFace
117
Gd
Gd
CBlock
Gd
TA
Mn
LwQ
902
Unf
0
254
1,156
GasA
Ex
Y
SBrkr
1,187
530
0
1,717
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,990
RFn
2
400
TA
TA
Y
168
36
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
187,500
2,267
916,455,010
60
RL
null
9,303
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
2Story
6
5
1,996
1,997
Hip
CompShg
VinylSd
VinylSd
BrkFace
42
Gd
TA
PConc
Ex
TA
No
ALQ
742
Unf
0
130
872
GasA
Ex
Y
SBrkr
888
868
0
1,756
1
0
2
1
3
1
TA
7
Typ
0
null
Attchd
1,996
Fin
2
422
TA
TA
Y
144
122
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
204,000
2,268
916,455,050
20
RL
null
6,718
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
BrkFace
86
Gd
TA
PConc
Ex
TA
Mn
GLQ
250
Unf
0
1,017
1,267
GasA
Ex
Y
SBrkr
1,312
0
0
1,312
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,001
Unf
2
471
TA
TA
Y
256
28
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
180,500
2,269
916,455,110
80
RL
73
9,590
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
SLvl
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
442
Gd
TA
PConc
Ex
TA
Av
GLQ
786
Unf
0
82
868
GasA
Ex
Y
SBrkr
1,146
0
0
1,146
1
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,003
Fin
2
438
TA
TA
Y
160
22
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
187,500
2,270
916,455,150
20
RL
80
11,305
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,002
2,002
Hip
CompShg
VinylSd
VinylSd
BrkFace
886
Gd
TA
PConc
Gd
TA
Av
GLQ
1,329
Unf
0
593
1,922
GasA
Ex
Y
SBrkr
1,922
0
0
1,922
1
0
2
0
2
1
Gd
6
Typ
1
Ex
Attchd
2,002
Fin
3
692
TA
TA
Y
201
64
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
282,000
2,271
916,460,020
20
RL
null
7,777
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
6
5
1,996
1,996
Gable
CompShg
VinylSd
VinylSd
BrkFace
203
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,491
1,491
GasA
Ex
Y
SBrkr
1,491
0
0
1,491
0
0
2
0
3
1
TA
7
Typ
1
TA
Attchd
1,996
Fin
2
571
TA
TA
Y
0
35
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
178,000
2,272
916,475,020
20
RL
85
14,536
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,002
2,003
Hip
CompShg
VinylSd
VinylSd
BrkFace
236
Gd
TA
PConc
Gd
TA
Av
GLQ
1,300
Unf
0
316
1,616
GasA
Ex
Y
SBrkr
1,629
0
0
1,629
1
0
2
0
3
1
Gd
9
Typ
1
Gd
Attchd
2,002
Fin
3
808
TA
TA
Y
0
252
0
0
0
0
null
null
null
0
11
2,007
WD
Normal
270,000
2,273
916,477,060
60
RL
null
11,800
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
94
Gd
TA
PConc
Gd
TA
Gd
GLQ
766
Unf
0
356
1,122
GasA
Ex
Y
SBrkr
1,146
1,340
0
2,486
1
0
3
1
5
1
Gd
10
Typ
1
Gd
BuiltIn
2,003
Fin
2
452
TA
TA
Y
143
32
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
279,900
2,274
917,425,190
20
RL
50
35,133
Grvl
null
Reg
Lvl
AllPub
Inside
Mod
Timber
Norm
Norm
1Fam
1Story
5
4
1,963
1,963
Hip
CompShg
MetalSd
MetalSd
BrkFace
226
TA
TA
CBlock
TA
TA
Gd
Rec
1,159
Unf
0
413
1,572
GasA
Gd
Y
SBrkr
1,572
0
0
1,572
1
0
1
1
3
1
TA
5
Typ
2
TA
2Types
1,963
RFn
3
995
TA
TA
Y
0
263
0
0
263
0
null
null
null
0
5
2,007
WD
Normal
186,700
2,275
921,126,010
20
RL
93
15,306
Pave
null
IR1
HLS
AllPub
Corner
Gtl
Timber
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
100
Gd
TA
PConc
Ex
TA
Gd
GLQ
80
Unf
0
1,652
1,732
GasA
Ex
Y
SBrkr
1,776
0
0
1,776
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
Fin
3
712
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
New
Partial
283,463
2,276
921,128,030
20
RL
85
12,633
Pave
null
IR1
HLS
AllPub
Inside
Gtl
Timber
PosA
PosA
1Fam
1Story
10
5
2,006
2,007
Hip
CompShg
MetalSd
MetalSd
BrkFace
242
Ex
TA
PConc
Ex
TA
Gd
Unf
0
Unf
0
1,824
1,824
GasA
Ex
Y
SBrkr
1,824
0
0
1,824
0
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,006
Fin
3
932
TA
TA
Y
160
36
0
0
108
0
null
null
null
0
9
2,007
New
Partial
392,000
2,277
921,205,070
60
RL
88
12,665
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
245
Gd
TA
PConc
Gd
Gd
Gd
Unf
0
Unf
0
1,094
1,094
GasA
Ex
Y
SBrkr
1,133
1,349
0
2,482
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,005
Fin
3
642
TA
TA
Y
144
39
0
0
0
0
null
null
null
0
2
2,007
WD
Normal
281,213
2,278
923,202,134
20
RL
70
8,402
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Feedr
Norm
1Fam
1Story
5
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
206
Unf
0
914
1,120
GasA
Ex
Y
SBrkr
1,120
0
0
1,120
0
0
1
0
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
30
0
0
0
0
null
null
null
0
12
2,007
New
Partial
147,000
2,279
923,202,220
20
RL
200
43,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Artery
Norm
1Fam
1Story
3
5
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
null
null
null
null
0
null
0
0
0
GasA
Ex
Y
SBrkr
2,034
0
0
2,034
0
0
1
0
2
1
TA
9
Min1
0
null
2Types
1,953
RFn
4
1,041
TA
TA
N
483
266
0
0
0
561
TA
GdPrv
null
0
6
2,007
WD
Normal
130,000
2,280
923,203,010
120
RM
62
6,710
Pave
null
IR1
Lvl
AllPub
FR3
Gtl
Mitchel
Norm
Norm
TwnhsE
SFoyer
6
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
BrkFace
134
TA
TA
PConc
Ex
TA
Av
Rec
16
GLQ
904
0
920
GasA
Ex
Y
SBrkr
936
0
0
936
2
0
0
1
0
1
TA
3
Typ
0
null
Attchd
1,996
Fin
2
460
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
140,000
2,281
923,204,050
20
RL
94
25,286
Pave
null
Reg
HLS
AllPub
Inside
Mod
Mitchel
Norm
Norm
1Fam
1Story
4
5
1,963
1,963
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
PConc
TA
TA
Gd
ALQ
633
Unf
0
431
1,064
GasA
Gd
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,963
Unf
2
648
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
132,250
2,282
923,204,140
90
RL
100
25,000
Pave
null
Reg
Low
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
1Story
5
4
1,967
1,967
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
1,632
1,632
GasA
TA
Y
SBrkr
1,632
0
0
1,632
0
0
2
0
4
2
TA
8
Typ
0
null
Attchd
1,967
Unf
2
576
TA
TA
P
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
143,000
2,283
923,205,025
190
RL
null
32,463
Pave
null
Reg
Low
AllPub
Inside
Mod
Mitchel
Norm
Norm
2fmCon
1Story
4
4
1,961
1,975
Gable
CompShg
MetalSd
MetalSd
Stone
149
TA
Gd
CBlock
TA
TA
Av
BLQ
1,159
Unf
0
90
1,249
GasA
Ex
Y
SBrkr
1,622
0
0
1,622
1
0
1
0
3
1
TA
7
Typ
1
TA
2Types
1,975
Fin
4
1,356
TA
TA
Y
439
0
0
0
0
0
null
null
null
0
3
2,007
WD
Normal
168,000
2,284
923,225,040
120
RM
44
4,224
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
1Story
5
7
1,976
1,976
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
840
Unf
0
200
1,040
GasA
TA
Y
SBrkr
1,060
0
0
1,060
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,976
Unf
2
572
TA
TA
Y
100
110
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
129,900
2,285
923,225,050
120
RM
44
4,224
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
1Story
5
5
1,976
1,976
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
874
Unf
0
268
1,142
GasA
TA
Y
SBrkr
1,142
0
0
1,142
1
0
1
1
3
1
TA
6
Typ
1
Po
Attchd
1,976
Fin
2
528
TA
TA
Y
536
90
0
0
0
0
null
MnPrv
null
0
8
2,007
WD
Normal
134,000
2,286
923,226,300
160
RM
21
1,504
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
2Story
4
4
1,972
1,972
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
252
Unf
0
294
546
GasA
TA
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,972
Unf
1
253
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
85,500
2,287
923,228,200
180
RM
null
1,533
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SLvl
4
5
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
503
Unf
0
27
530
GasA
TA
Y
SBrkr
530
462
0
992
1
0
1
0
2
1
TA
4
Typ
0
null
BuiltIn
1,970
Fin
1
297
TA
TA
Y
112
97
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
106,500
2,288
923,228,220
160
RM
21
1,495
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
4
6
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
BrkFace
189
TA
TA
CBlock
TA
TA
No
ALQ
384
Unf
0
162
546
GasA
Ex
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
64
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
93,900
2,289
923,228,250
160
RM
21
2,001
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
2Story
4
5
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
BrkFace
80
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
546
546
GasA
Fa
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,970
Unf
1
286
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
1
2,007
WD
Normal
75,000
2,290
923,228,290
180
RM
21
1,936
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
SFoyer
4
6
1,970
1,970
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
Gd
TA
Av
BLQ
131
GLQ
499
0
630
GasA
Gd
Y
SBrkr
630
0
0
630
1
0
1
0
1
1
TA
3
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
MnPrv
null
0
12
2,007
WD
Normal
84,500
2,291
923,228,390
160
RM
21
1,890
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
Twnhs
2Story
4
3
1,976
1,976
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
546
546
GasA
Ex
Y
SBrkr
546
546
0
1,092
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,976
Unf
1
286
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
4
2,007
COD
Normal
75,190
2,292
923,229,010
80
RL
null
11,333
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
6
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
Av
ALQ
539
Unf
0
490
1,029
GasA
TA
Y
SBrkr
1,062
0
0
1,062
1
0
1
0
3
1
TA
5
Typ
2
TA
Attchd
1,976
RFn
2
539
TA
TA
Y
120
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
146,800
2,293
923,229,040
85
RL
72
9,129
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
144
TA
TA
PConc
Gd
TA
Av
GLQ
923
Unf
0
0
923
GasA
TA
Y
SBrkr
1,008
0
0
1,008
1
0
1
0
1
1
Gd
4
Typ
1
Fa
Attchd
1,977
Fin
2
678
TA
TA
Y
201
66
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
153,500
2,294
923,229,100
80
RL
null
15,957
Pave
null
IR1
Low
AllPub
Corner
Mod
Mitchel
Norm
Norm
1Fam
SLvl
6
6
1,977
1,977
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
1,148
Unf
0
96
1,244
GasA
TA
Y
SBrkr
1,356
0
0
1,356
2
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,977
Fin
2
528
TA
TA
Y
1,424
0
0
0
0
0
null
MnPrv
null
0
9
2,007
WD
Normal
188,000
2,295
923,229,140
20
RL
61
33,983
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
6
1,977
1,994
Gable
CompShg
Plywood
Plywood
null
0
TA
Fa
PConc
TA
TA
Mn
ALQ
1,112
Unf
0
48
1,160
GasA
TA
Y
SBrkr
1,676
0
0
1,676
1
0
1
1
3
1
Gd
6
Mod
2
TA
Attchd
1,977
RFn
2
672
TA
TA
P
690
90
0
0
0
0
null
GdPrv
null
0
5
2,007
WD
Normal
196,000
2,296
923,230,010
60
RL
68
8,286
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
2Story
5
7
1,977
1,977
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
PConc
Gd
TA
No
Rec
531
Unf
0
185
716
GasA
Ex
Y
SBrkr
716
716
0
1,432
1
0
1
1
3
1
TA
6
Typ
1
Gd
Attchd
1,977
Fin
2
531
TA
TA
Y
0
136
0
0
240
0
null
GdPrv
null
0
6
2,007
WD
Normal
157,000
2,297
923,230,120
85
RL
50
6,723
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
7
1,971
1,971
Gable
CompShg
Wd Sdng
HdBoard
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
796
Unf
0
0
796
GasA
TA
Y
SBrkr
796
0
0
796
0
1
1
0
2
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
129
0
0
0
0
0
null
GdWo
null
0
9
2,007
WD
Normal
138,000
2,298
923,230,180
85
RL
54
7,244
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SFoyer
5
7
1,970
1,970
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
Gd
TA
Av
ALQ
619
Unf
0
149
768
GasA
Ex
Y
SBrkr
768
0
0
768
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,987
Unf
2
624
TA
TA
Y
104
0
0
0
0
0
null
null
null
0
4
2,007
WD
Normal
129,500
2,299
923,251,160
20
RL
124
27,697
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
4
3
1,961
1,961
Shed
CompShg
Plywood
Plywood
CBlock
198
TA
TA
CBlock
TA
TA
No
BLQ
811
Unf
0
585
1,396
GasA
TA
N
SBrkr
1,608
0
0
1,608
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,961
Unf
1
444
TA
Fa
Y
152
38
0
0
0
0
null
null
null
0
11
2,007
COD
Abnorml
80,000
2,300
923,252,080
20
RL
69
7,599
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Mitchel
Norm
Norm
1Fam
1Story
4
6
1,982
2,006
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
565
Unf
0
280
845
GasA
TA
Y
SBrkr
845
0
0
845
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,987
Unf
2
360
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
129,500