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
501
528,363,050
20
RL
null
10,750
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
1Story
8
5
1,994
1,995
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
634
Gd
TA
PConc
Gd
TA
Av
BLQ
236
GLQ
1,526
262
2,024
GasA
Ex
Y
SBrkr
2,063
0
0
2,063
1
0
2
0
3
1
Gd
7
Typ
2
Gd
Attchd
1,994
Fin
3
815
TA
TA
Y
182
56
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
315,000
502
528,365,070
60
RL
90
9,900
Pave
null
Reg
Low
AllPub
Inside
Mod
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,993
1,993
Gable
CompShg
HdBoard
HdBoard
BrkFace
256
Gd
TA
PConc
Gd
TA
Gd
GLQ
987
Unf
0
360
1,347
GasA
Ex
Y
SBrkr
1,372
1,274
0
2,646
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,993
RFn
3
656
TA
TA
Y
340
60
144
0
0
0
null
null
null
0
4
2,009
WD
Normal
260,000
503
528,385,050
60
RL
79
9,085
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
5
1,995
1,996
Gable
CompShg
VinylSd
VinylSd
BrkFace
286
Gd
TA
PConc
Gd
TA
No
GLQ
816
Unf
0
254
1,070
GasA
Ex
Y
SBrkr
1,094
967
0
2,061
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,995
Fin
2
647
TA
TA
Y
296
102
209
0
0
0
null
null
null
0
11
2,009
WD
Normal
260,000
504
528,387,030
60
RL
null
11,692
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,993
1,994
Gable
CompShg
HdBoard
HdBoard
BrkFace
372
Gd
TA
PConc
Gd
TA
No
GLQ
624
Unf
0
549
1,173
GasA
Ex
Y
SBrkr
1,215
1,017
0
2,232
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,993
RFn
2
623
TA
TA
Y
173
165
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
263,550
505
528,390,100
60
RL
52
46,589
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
7
1,994
2,005
Hip
CompShg
VinylSd
VinylSd
BrkFace
528
Gd
TA
PConc
Gd
Gd
No
GLQ
1,361
Rec
180
88
1,629
GasA
Ex
Y
SBrkr
1,686
762
0
2,448
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,994
RFn
3
711
TA
TA
Y
517
76
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
402,000
506
528,390,210
60
RL
null
29,959
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
6
1,994
1,994
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
595
Unf
0
378
973
GasA
Ex
Y
SBrkr
979
871
0
1,850
0
0
2
1
3
1
Gd
7
Typ
1
Gd
BuiltIn
1,994
Fin
2
467
TA
TA
Y
168
98
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
248,000
507
528,427,020
20
RL
74
9,612
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Feedr
Norm
1Fam
1Story
8
5
2,008
2,009
Gable
CompShg
VinylSd
VinylSd
Stone
72
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,468
1,468
GasA
Ex
Y
SBrkr
1,468
0
0
1,468
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,008
Fin
3
898
TA
TA
Y
210
150
0
0
0
0
null
null
null
0
12
2,009
New
Partial
244,600
508
528,431,020
20
RL
86
11,194
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
PosN
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
240
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,696
1,696
GasA
Ex
Y
SBrkr
1,696
0
0
1,696
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,008
RFn
3
972
TA
TA
Y
120
56
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
275,000
509
528,431,070
20
RL
78
10,206
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
PosN
Norm
1Fam
1Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
BrkFace
294
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,614
1,614
GasA
Ex
Y
SBrkr
1,658
0
0
1,658
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,008
Fin
3
726
TA
TA
Y
144
44
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
257,500
510
528,435,030
20
RL
78
9,262
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,008
2,009
Gable
CompShg
CemntBd
CmentBd
Stone
194
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,573
1,573
GasA
Ex
Y
SBrkr
1,578
0
0
1,578
0
0
2
0
3
1
Ex
7
Typ
1
Gd
Attchd
2,008
Fin
3
840
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
5
2,009
New
Partial
287,090
511
528,435,050
20
RL
85
10,130
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
260
Gd
TA
PConc
Gd
TA
Av
GLQ
1,294
Unf
0
408
1,702
GasA
Ex
Y
SBrkr
1,702
0
0
1,702
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,007
RFn
3
844
TA
TA
Y
0
69
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
275,500
512
528,439,060
20
RL
76
9,139
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
206
Gd
TA
PConc
Ex
TA
Av
GLQ
379
Unf
0
1,043
1,422
GasA
Ex
Y
SBrkr
1,432
0
0
1,432
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
Fin
2
492
TA
TA
Y
297
50
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
245,000
513
528,441,020
60
RL
75
9,675
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
GLQ
341
Unf
0
772
1,113
GasA
Ex
Y
SBrkr
1,113
858
0
1,971
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,005
RFn
2
689
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
253,000
514
528,441,090
20
RL
85
11,128
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
PosN
PosN
1Fam
1Story
9
5
2,005
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
198
Ex
TA
PConc
Ex
TA
Gd
GLQ
2,158
Unf
0
300
2,458
GasA
Ex
Y
SBrkr
2,490
0
0
2,490
1
0
2
0
2
1
Ex
9
Typ
2
Gd
Attchd
2,005
Fin
3
795
TA
TA
Y
70
226
0
0
0
0
null
GdPrv
null
0
10
2,009
WD
Normal
468,000
515
528,456,180
60
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
822
Unf
0
78
900
GasA
Ex
Y
SBrkr
932
920
0
1,852
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,009
RFn
2
644
TA
TA
Y
168
108
0
0
0
0
null
null
null
0
7
2,009
New
Partial
252,678
516
528,456,220
60
FV
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
786
804
0
1,590
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,008
RFn
2
676
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
210,000
517
528,456,240
20
FV
75
7,862
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
6
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
27
Unf
0
1,191
1,218
GasA
Ex
Y
SBrkr
1,218
0
0
1,218
0
0
2
0
2
1
Gd
4
Typ
0
null
Attchd
2,009
Fin
2
676
TA
TA
Y
0
102
0
0
0
0
null
null
null
0
9
2,009
New
Partial
208,300
518
528,458,020
20
FV
90
7,993
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,008
2,009
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,436
1,436
GasA
Ex
Y
SBrkr
1,436
0
0
1,436
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,008
Fin
2
529
TA
TA
Y
0
121
0
0
0
0
null
null
null
0
10
2,009
New
Partial
225,000
519
528,458,040
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,009
2,009
Gable
CompShg
CemntBd
CmentBd
Stone
72
Gd
TA
PConc
Gd
TA
Mn
GLQ
936
Unf
0
364
1,300
GasA
Ex
Y
SBrkr
1,314
0
0
1,314
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,009
RFn
2
552
TA
TA
Y
135
112
0
0
0
0
null
null
null
0
9
2,009
New
Partial
229,456
520
528,458,060
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,402
1,402
GasA
Ex
Y
SBrkr
1,402
0
0
1,402
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,008
RFn
2
625
TA
TA
Y
205
126
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
229,800
521
528,458,140
20
FV
112
12,606
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
9
5
2,007
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
120
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,530
1,530
GasA
Ex
Y
SBrkr
1,530
0
0
1,530
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,008
RFn
3
984
TA
TA
Y
212
136
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
250,000
522
528,458,160
20
FV
85
9,187
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
9
5
2,009
2,009
Gable
CompShg
CemntBd
CmentBd
Stone
162
Ex
TA
PConc
Ex
TA
Mn
GLQ
1,121
Unf
0
645
1,766
GasA
Ex
Y
SBrkr
1,766
0
0
1,766
1
0
2
1
2
1
Ex
7
Typ
1
Gd
Attchd
2,009
Fin
3
478
TA
TA
Y
195
130
0
0
0
0
null
null
null
0
10
2,009
New
Partial
370,878
523
528,458,180
20
FV
75
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
238
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,348
1,372
GasA
Ex
Y
SBrkr
1,448
0
0
1,448
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
692
TA
TA
Y
0
140
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
238,500
524
528,477,050
60
FV
85
11,003
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
10
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
160
Ex
TA
PConc
Ex
TA
Av
GLQ
765
Unf
0
252
1,017
GasA
Ex
Y
SBrkr
1,026
981
0
2,007
1
0
2
1
3
1
Ex
10
Typ
1
Ex
Attchd
2,008
Fin
3
812
TA
TA
Y
168
52
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
310,000
525
528,477,070
60
FV
84
10,603
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
121
Gd
TA
PConc
Ex
Gd
No
GLQ
682
Unf
0
218
900
GasA
Ex
Y
SBrkr
909
886
0
1,795
1
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
Fin
3
782
TA
TA
Y
168
45
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
270,000
526
528,480,040
60
FV
85
10,574
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,082
1,082
GasA
Ex
Y
SBrkr
1,082
871
0
1,953
0
0
2
1
3
1
Gd
9
Typ
1
Gd
Attchd
2,005
RFn
3
1,043
TA
TA
Y
160
50
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
252,000
527
528,480,130
60
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,006
2,007
Gable
CompShg
CemntBd
CmentBd
Stone
100
Gd
TA
PConc
Gd
TA
No
GLQ
812
Unf
0
280
1,092
GasA
Ex
Y
SBrkr
1,112
438
0
1,550
1
0
2
0
2
1
Gd
7
Typ
0
null
Attchd
2,007
Fin
2
438
TA
TA
Y
0
168
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
241,000
528
528,480,170
20
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,008
2,009
Hip
CompShg
VinylSd
VinylSd
BrkFace
288
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,836
1,836
GasA
Ex
Y
SBrkr
1,836
0
0
1,836
0
0
2
0
3
1
Gd
8
Typ
1
Gd
Attchd
2,009
Fin
2
517
TA
TA
Y
0
175
0
0
0
0
null
null
null
0
10
2,009
New
Partial
264,500
529
528,482,040
20
FV
85
10,625
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,006
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
1,430
Unf
0
222
1,652
GasA
Ex
Y
SBrkr
1,662
0
0
1,662
1
0
2
0
3
1
Ex
8
Typ
1
Gd
Attchd
2,006
RFn
3
711
TA
TA
Y
168
120
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
291,000
530
528,482,130
60
FV
75
9,375
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
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
912
912
GasA
Ex
Y
SBrkr
912
1,182
0
2,094
0
0
2
1
4
1
Gd
8
Typ
1
Gd
BuiltIn
2,003
Fin
2
615
TA
TA
Y
182
182
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
263,000
531
528,488,100
20
FV
62
7,500
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
410
Unf
0
811
1,221
GasA
Ex
Y
SBrkr
1,221
0
0
1,221
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,004
RFn
2
400
TA
TA
Y
0
113
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
185,000
532
528,490,040
20
FV
68
8,736
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
Wd Shng
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
771
ALQ
360
422
1,553
GasA
Ex
Y
SBrkr
1,553
0
0
1,553
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,003
RFn
2
588
TA
TA
Y
192
88
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
234,500
533
528,490,070
60
FV
65
8,127
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
410
Unf
0
402
812
GasA
Ex
Y
SBrkr
812
841
0
1,653
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,003
RFn
2
628
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
209,000
534
531,363,010
20
RL
80
9,605
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
6
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,218
1,218
GasA
Ex
Y
SBrkr
1,218
0
0
1,218
0
0
1
1
3
1
Gd
6
Typ
0
null
Detchd
2,007
RFn
2
576
TA
TA
Y
0
178
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
159,000
535
531,363,030
20
RL
63
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
No
GLQ
54
Unf
0
1,087
1,141
GasA
Ex
Y
SBrkr
1,141
0
0
1,141
1
0
1
1
3
1
Gd
6
Typ
0
null
Detchd
2,006
RFn
2
484
TA
TA
Y
182
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
152,000
536
531,363,050
20
RL
63
7,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,158
1,158
GasA
Ex
Y
SBrkr
1,158
0
0
1,158
0
0
1
1
3
1
Gd
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
50
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
143,500
537
531,369,010
60
RL
96
10,628
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
835
835
GasA
Ex
Y
SBrkr
871
941
0
1,812
0
0
2
1
3
1
Gd
8
Typ
0
null
BuiltIn
2,004
RFn
2
478
TA
TA
Y
146
91
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
193,000
538
531,369,020
20
RL
76
10,141
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
8
5
2,004
2,004
Gable
Tar&Grv
VinylSd
VinylSd
BrkFace
264
Gd
TA
PConc
Gd
TA
Gd
BLQ
516
Rec
774
222
1,512
GasA
Ex
Y
SBrkr
1,512
0
0
1,512
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,004
RFn
3
845
TA
TA
Y
210
36
0
0
0
0
null
null
null
0
1
2,009
WD
Normal
203,000
539
531,371,050
20
RL
67
10,083
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
GLQ
833
Unf
0
343
1,176
GasA
Ex
Y
SBrkr
1,200
0
0
1,200
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,003
RFn
2
555
TA
TA
Y
0
41
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
184,900
540
531,375,040
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,114
1,114
GasA
Ex
Y
SBrkr
1,114
0
0
1,114
0
0
1
1
3
1
Gd
6
Typ
0
null
Detchd
2,005
Unf
2
576
TA
TA
Y
248
102
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
159,000
541
531,375,090
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
5
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,114
1,114
GasA
Ex
Y
SBrkr
1,114
0
0
1,114
0
0
1
1
3
1
Gd
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
39
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
142,000
542
531,375,130
20
RL
60
12,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
5
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
836
Unf
0
278
1,114
GasA
Ex
Y
SBrkr
1,114
0
0
1,114
1
0
2
0
3
1
Gd
6
Typ
0
null
Detchd
2,004
Unf
2
576
TA
TA
Y
0
42
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
153,000
543
531,376,090
20
RL
61
7,328
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,008
2,009
Gable
CompShg
VinylSd
VinylSd
BrkFace
140
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,450
1,450
GasA
Ex
Y
SBrkr
1,450
0
0
1,450
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,008
RFn
3
788
TA
TA
Y
0
93
0
0
0
0
null
null
null
0
2
2,009
New
Partial
224,243
544
531,379,050
60
RL
43
11,492
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
BrkFace
132
Gd
TA
PConc
Gd
TA
No
GLQ
637
Unf
0
276
913
GasA
Ex
Y
SBrkr
913
1,209
0
2,122
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,997
RFn
2
559
TA
TA
Y
0
74
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
220,000
545
531,382,070
20
RL
88
10,994
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
366
Gd
TA
PConc
Gd
Gd
No
GLQ
976
Unf
0
868
1,844
GasA
Ex
Y
SBrkr
1,844
0
0
1,844
1
0
2
0
2
1
Gd
7
Typ
1
Gd
Attchd
2,005
Fin
2
620
TA
TA
Y
165
44
0
0
0
0
null
null
null
0
9
2,009
COD
Abnorml
257,000
546
531,385,020
20
RL
65
8,529
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
20
Unf
0
1,434
1,454
GasA
Ex
Y
SBrkr
1,434
0
0
1,434
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,001
RFn
2
527
TA
TA
Y
290
39
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
189,000
547
531,450,120
60
RL
70
7,703
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
6
1,992
1,992
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
Gd
PConc
Gd
Gd
No
GLQ
52
Rec
364
400
816
GasA
Ex
Y
SBrkr
833
897
0
1,730
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,992
RFn
2
528
TA
TA
Y
0
91
0
0
168
0
null
null
null
0
11
2,009
WD
Normal
171,500
548
531,452,010
160
RL
75
10,762
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
TwnhsE
2Story
6
6
1,980
1,980
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
626
626
GasA
TA
Y
SBrkr
626
591
0
1,217
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,980
RFn
1
288
TA
TA
Y
0
28
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
120,000
549
531,452,070
120
RL
50
7,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,990
1,991
Gable
CompShg
Plywood
ImStucc
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,332
1,332
GasA
Gd
Y
SBrkr
1,332
0
0
1,332
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,990
RFn
2
542
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
145,000
550
531,452,260
60
RL
70
9,109
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
2Story
7
5
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
LwQ
36
GLQ
596
122
754
GasA
Ex
Y
SBrkr
754
786
0
1,540
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,994
RFn
2
495
TA
TA
Y
140
32
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
184,000
551
531,453,100
60
RL
null
10,274
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
7
1,986
1,986
Gable
CompShg
VinylSd
VinylSd
BrkFace
141
TA
Gd
CBlock
Gd
TA
No
Rec
331
Unf
0
345
676
GasA
TA
Y
SBrkr
698
702
0
1,400
0
0
2
1
3
1
TA
6
Typ
0
null
Attchd
1,986
RFn
2
465
TA
TA
Y
0
48
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
162,000
552
531,475,220
90
RL
75
8,250
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
Duplex
2Story
6
7
1,981
1,981
Gable
CompShg
Wd Sdng
Wd Shng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
964
918
0
1,882
0
0
2
0
4
2
TA
8
Typ
2
TA
Attchd
1,981
Unf
2
612
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
160,000
553
531,477,020
20
RH
60
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Feedr
Norm
1Fam
1Story
4
4
1,950
1,950
Gable
CompShg
Wd Sdng
AsbShng
null
0
Fa
Fa
CBlock
TA
Fa
No
Unf
0
Unf
0
721
721
GasA
Gd
Y
SBrkr
841
0
0
841
0
0
1
0
2
1
TA
4
Typ
0
null
CarPort
1,950
Unf
1
294
TA
TA
N
250
0
24
0
0
0
null
null
null
0
9
2,009
WD
Normal
82,000
554
531,479,020
45
RH
60
9,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1.5Unf
6
3
1,928
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Fa
Fa
No
Unf
0
Unf
0
784
784
GasA
TA
N
FuseA
784
0
0
784
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,950
Unf
2
360
Fa
Fa
N
0
0
91
0
0
0
null
null
null
0
10
2,009
WD
Normal
76,000
555
532,353,020
20
RL
63
9,750
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,962
1,962
Hip
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
LwQ
68
BLQ
884
28
980
GasA
Gd
Y
SBrkr
980
0
0
980
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,969
Unf
2
400
TA
TA
Y
0
28
0
0
0
0
null
MnPrv
null
0
11
2,009
WD
Normal
110,000
556
532,353,130
20
RL
71
7,064
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
153
TA
TA
CBlock
TA
TA
No
BLQ
560
Unf
0
420
980
GasA
TA
Y
SBrkr
980
0
0
980
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,986
Unf
2
484
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
135,000
557
532,354,160
20
RL
null
8,499
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
6
1,961
1,961
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
GLQ
660
Unf
0
204
864
GasA
Ex
Y
SBrkr
864
0
0
864
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,982
Unf
2
732
TA
TA
Y
0
312
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
141,000
558
532,354,230
20
RL
null
9,079
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,961
1,961
Gable
CompShg
Wd Sdng
Plywood
null
0
TA
TA
CBlock
TA
TA
No
BLQ
864
Unf
0
0
864
GasA
TA
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,961
Unf
1
440
TA
TA
Y
158
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
122,000
559
532,376,070
20
RL
null
9,316
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,965
1,965
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Rec
544
Unf
0
480
1,024
GasA
Gd
Y
SBrkr
1,020
0
0
1,020
0
0
2
0
3
1
TA
5
Typ
0
null
Attchd
1,965
Unf
1
288
TA
TA
Y
171
0
0
0
0
0
null
MnPrv
null
0
5
2,009
Oth
Family
124,100
560
532,376,110
20
RL
null
7,791
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
8
1,963
1,995
Gable
CompShg
Plywood
Plywood
null
0
Gd
Gd
CBlock
TA
TA
No
ALQ
624
Unf
0
288
912
GasA
Ex
Y
SBrkr
912
0
0
912
1
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,963
RFn
1
300
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
10
2,009
WD
Normal
129,000
561
532,377,130
20
RL
80
10,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
6
1,961
1,983
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
594
Unf
0
270
864
GasA
Ex
Y
SBrkr
1,144
0
0
1,144
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,961
RFn
1
264
TA
TA
Y
165
0
0
0
0
0
null
GdWo
Shed
400
3
2,009
WD
Normal
131,400
562
532,378,120
20
RL
60
8,281
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
5
1,965
1,965
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
553
BLQ
311
0
864
GasA
Gd
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
1
Po
Detchd
1,965
Unf
1
360
TA
TA
Y
0
0
236
0
0
0
null
GdWo
null
0
12
2,009
WD
Normal
62,383
563
532,378,180
20
RL
65
7,150
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
6
1,962
1,962
Gable
CompShg
VinylSd
VinylSd
BrkFace
60
TA
TA
CBlock
TA
TA
No
LwQ
140
BLQ
590
182
912
GasA
Gd
Y
SBrkr
912
0
0
912
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,962
Unf
1
252
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
123,000
564
532,478,020
20
RL
null
15,676
Pave
null
IR1
Low
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
8
8
1,980
1,980
Gable
CompShg
VinylSd
VinylSd
BrkFace
115
Gd
Gd
CBlock
Gd
Gd
Gd
ALQ
1,733
Rec
92
189
2,014
GasA
Gd
Y
SBrkr
2,014
0
0
2,014
1
0
2
0
2
1
Gd
6
Maj1
2
Gd
Attchd
1,980
RFn
3
864
TA
TA
Y
462
0
0
255
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
275,000
565
533,135,020
60
RL
null
11,949
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
7
8
1,991
2,008
Gable
CompShg
VinylSd
VinylSd
BrkFace
196
Gd
Gd
PConc
Gd
TA
No
GLQ
601
ALQ
216
158
975
GasA
Ex
Y
SBrkr
975
780
0
1,755
0
1
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,991
Unf
2
524
TA
TA
Y
502
60
0
0
0
0
null
GdPrv
null
0
7
2,009
WD
Normal
235,000
566
533,206,020
160
FV
32
2,880
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
7
5
2,004
2,005
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,376
1,376
GasA
Ex
Y
SBrkr
1,376
1,629
0
3,005
0
0
2
1
3
1
Gd
9
Mod
1
TA
BuiltIn
2,004
Fin
3
704
TA
TA
Y
0
177
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
280,750
567
533,210,010
160
FV
40
3,951
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
Stone
76
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
612
612
GasA
Ex
Y
SBrkr
612
612
0
1,224
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,009
RFn
2
528
TA
TA
Y
0
234
0
0
0
0
null
null
null
0
6
2,009
New
Partial
164,500
568
533,210,020
160
FV
30
3,000
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,009
2,009
Gable
CompShg
VinylSd
VinylSd
Stone
76
Gd
TA
PConc
Gd
TA
Av
GLQ
294
Unf
0
318
612
GasA
Ex
Y
SBrkr
612
612
0
1,224
0
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,009
RFn
2
528
TA
TA
Y
0
234
0
0
0
0
null
null
null
0
6
2,009
New
Partial
173,733
569
533,213,010
120
FV
null
3,830
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
6
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
280
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,726
1,726
GasA
Ex
Y
SBrkr
1,726
0
0
1,726
0
0
2
1
2
1
Gd
6
Typ
1
Gd
Attchd
2,008
Fin
2
561
TA
TA
Y
0
254
0
0
0
0
null
null
null
0
1
2,009
New
Partial
222,000
570
533,213,020
120
FV
null
4,217
Pave
Pave
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
1Story
6
5
2,008
2,008
Gable
CompShg
VinylSd
VinylSd
Stone
252
Gd
TA
PConc
Gd
TA
No
GLQ
962
Unf
0
183
1,145
GasA
Ex
Y
SBrkr
1,256
0
0
1,256
1
0
1
1
1
1
Gd
5
Typ
1
Gd
Attchd
2,008
Fin
2
641
TA
TA
Y
0
169
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
195,000
571
533,213,040
160
FV
34
3,230
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
1,999
1,999
Gable
CompShg
MetalSd
MetalSd
BrkFace
894
TA
TA
PConc
Gd
TA
No
GLQ
381
Unf
0
348
729
GasA
Gd
Y
SBrkr
742
729
0
1,471
0
0
2
1
3
1
TA
6
Typ
0
null
Detchd
1,999
Unf
2
440
TA
TA
Y
0
24
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
172,500
572
533,221,040
160
FV
34
2,998
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
6
5
2,000
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
513
Gd
TA
PConc
Gd
TA
No
GLQ
507
Unf
0
249
756
GasA
Ex
Y
SBrkr
756
756
0
1,512
1
0
2
1
2
1
Gd
4
Typ
0
null
Detchd
2,000
Unf
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
180,000
573
533,223,030
160
FV
35
3,768
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Somerst
Norm
Norm
TwnhsE
2Story
7
5
1,999
1,999
Hip
CompShg
MetalSd
MetalSd
BrkFace
218
Gd
TA
PConc
Gd
TA
No
GLQ
549
Unf
0
142
691
GasA
Ex
Y
SBrkr
713
739
0
1,452
1
0
2
1
3
1
Gd
6
Typ
0
null
Detchd
1,999
Unf
2
506
TA
TA
Y
0
34
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
156,000
574
533,236,050
160
FV
24
2,645
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
2Story
8
5
1,999
2,000
Gable
CompShg
MetalSd
MetalSd
BrkFace
456
Gd
TA
PConc
Gd
TA
No
GLQ
649
Unf
0
321
970
GasA
Ex
Y
SBrkr
983
756
0
1,739
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,999
Fin
2
480
TA
TA
Y
115
0
0
0
0
0
null
null
null
0
8
2,009
WD
Abnorml
172,500
575
533,252,040
20
RL
null
14,694
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
8
9
1,977
2,008
Gable
CompShg
MetalSd
MetalSd
BrkFace
450
Ex
Ex
CBlock
Gd
Gd
Gd
GLQ
1,252
ALQ
136
306
1,694
GasA
Ex
Y
SBrkr
1,694
0
0
1,694
1
0
2
0
2
1
Ex
5
Typ
1
Gd
Attchd
1,977
Fin
2
642
TA
TA
Y
501
120
0
225
0
0
null
null
null
0
6
2,009
WD
Normal
318,750
576
533,253,070
120
RL
61
3,782
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Greens
Norm
Norm
TwnhsE
1Story
8
5
1,981
1,981
Gable
CompShg
Wd Sdng
Plywood
null
0
Gd
TA
CBlock
Gd
TA
Gd
GLQ
960
Unf
0
266
1,226
GasA
TA
Y
SBrkr
1,226
0
0
1,226
1
0
1
0
1
1
Gd
4
Typ
2
TA
Attchd
1,981
Fin
2
484
TA
TA
Y
133
78
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
211,500
577
533,254,050
20
RL
110
15,417
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
1Fam
1Story
7
5
1,981
1,981
Gable
CompShg
BrkFace
BrkFace
null
0
Gd
TA
CBlock
Gd
TA
Mn
LwQ
121
Unf
0
1,619
1,740
GasA
TA
Y
SBrkr
1,740
0
0
1,740
0
0
1
1
2
1
Gd
7
Typ
0
null
Attchd
1,981
RFn
2
540
TA
TA
Y
228
20
218
0
0
0
null
null
null
0
6
2,009
WD
Normal
241,600
578
533,254,110
80
RL
80
9,600
Pave
null
Reg
Low
AllPub
FR2
Mod
Veenker
Feedr
Norm
1Fam
SLvl
8
5
1,976
1,976
Gable
CompShg
Plywood
Plywood
BrkFace
200
Gd
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
392
392
GasA
Ex
Y
SBrkr
1,487
1,012
0
2,499
0
0
2
1
4
1
TA
5
Typ
1
Gd
Attchd
1,976
Unf
2
527
TA
TA
Y
0
64
0
0
0
0
null
null
null
0
1
2,009
WD
Abnorml
180,500
579
533,352,150
20
RL
null
9,991
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
4
1,976
1,993
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
BLQ
1,116
Unf
0
165
1,281
GasA
Ex
Y
SBrkr
1,620
0
0
1,620
1
0
2
0
3
1
TA
8
Min1
1
TA
Attchd
1,993
Unf
2
490
TA
TA
Y
120
78
0
0
0
0
null
GdWo
null
0
6
2,009
WD
Normal
150,000
580
534,125,080
60
RL
78
11,700
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
2Story
6
6
1,968
1,968
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
298
Unf
0
429
727
GasA
Ex
Y
SBrkr
829
727
0
1,556
0
0
1
1
4
1
TA
8
Typ
0
null
Attchd
1,968
Unf
2
441
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
154,000
581
534,127,130
20
RL
null
11,717
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
1Story
6
6
1,970
1,970
Hip
CompShg
HdBoard
HdBoard
BrkFace
571
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,442
1,442
GasA
TA
Y
SBrkr
1,442
0
0
1,442
0
0
2
0
2
1
TA
6
Typ
1
TA
Attchd
1,970
RFn
2
615
TA
TA
Y
371
0
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
185,000
582
534,127,170
20
RL
null
9,156
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
PosN
Norm
1Fam
1Story
6
7
1,968
1,968
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,489
1,489
GasA
Gd
Y
SBrkr
1,489
0
0
1,489
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
1,968
RFn
2
462
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
185,750
583
534,128,010
60
RL
null
10,382
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
PosN
Norm
1Fam
2Story
7
6
1,973
1,973
Gable
CompShg
HdBoard
HdBoard
Stone
240
TA
TA
CBlock
Gd
TA
Mn
ALQ
859
BLQ
32
216
1,107
GasA
Ex
Y
SBrkr
1,107
983
0
2,090
1
0
2
1
3
1
TA
7
Typ
2
TA
Attchd
1,973
RFn
2
484
TA
TA
Y
235
204
228
0
0
0
null
null
Shed
350
11
2,009
WD
Normal
200,000
584
534,128,020
60
RL
null
12,732
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
PosN
Norm
1Fam
2Story
7
6
1,974
1,974
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
Mn
GLQ
560
LwQ
42
150
752
GasA
TA
Y
SBrkr
1,285
782
0
2,067
0
0
2
1
3
1
Gd
7
Typ
2
TA
Attchd
1,974
RFn
2
784
TA
TA
Y
297
40
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
206,000
585
534,128,100
60
RL
null
12,936
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
2Story
6
6
1,972
1,972
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
Gd
No
BLQ
593
Unf
0
130
723
GasA
TA
Y
SBrkr
735
660
0
1,395
0
1
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,972
Unf
2
497
TA
TA
Y
294
116
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
162,000
586
534,128,190
60
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
2Story
6
7
1,967
1,997
Gable
CompShg
MetalSd
MetalSd
BrkFace
256
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
932
932
GasA
Gd
Y
SBrkr
1,271
1,369
0
2,640
0
0
2
1
5
1
Gd
8
Typ
1
TA
Attchd
1,967
RFn
2
515
TA
TA
Y
0
120
0
0
168
0
null
null
null
0
5
2,009
WD
Normal
256,900
587
534,129,080
80
RL
null
17,871
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NWAmes
Norm
Norm
1Fam
SLvl
6
5
1,967
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
359
TA
TA
CBlock
Gd
TA
Av
ALQ
528
Unf
0
1,152
1,680
GasA
Fa
Y
SBrkr
1,724
0
0
1,724
1
0
1
1
3
1
TA
7
Typ
1
Gd
Attchd
1,967
RFn
2
480
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
197,900
588
534,129,370
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
1Story
5
5
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
BrkFace
128
TA
TA
CBlock
Gd
TA
Mn
ALQ
553
Rec
147
588
1,288
GasA
TA
Y
SBrkr
1,336
0
0
1,336
0
1
2
0
3
1
TA
6
Typ
1
Fa
Attchd
1,969
RFn
2
502
TA
TA
Y
312
11
0
0
0
0
null
null
Shed
650
8
2,009
WD
Normal
163,000
589
534,129,380
20
RL
75
9,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
1Story
6
5
1,969
1,969
Gable
CompShg
HdBoard
HdBoard
BrkFace
200
TA
TA
CBlock
TA
TA
Av
BLQ
955
Unf
0
261
1,216
GasA
TA
Y
SBrkr
1,216
0
0
1,216
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,969
Unf
1
336
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
8
2,009
WD
Abnorml
113,000
590
534,151,120
60
RL
null
13,774
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
7
1,977
1,992
Hip
CompShg
HdBoard
HdBoard
BrkFace
283
TA
Gd
PConc
Gd
TA
No
GLQ
432
Unf
0
476
908
GasA
Ex
Y
SBrkr
1,316
972
0
2,288
0
0
1
2
4
1
Gd
8
Typ
2
TA
Attchd
1,977
RFn
2
520
TA
TA
Y
321
72
0
0
156
0
null
null
null
0
11
2,009
WD
Normal
230,000
591
534,152,120
20
RL
80
9,650
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,977
1,977
Gable
CompShg
Plywood
Plywood
BrkFace
360
TA
TA
CBlock
Gd
TA
No
ALQ
686
Unf
0
664
1,350
GasA
TA
Y
SBrkr
1,334
0
0
1,334
0
1
2
0
2
1
TA
6
Typ
1
TA
Attchd
1,977
RFn
2
630
TA
TA
Y
0
16
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
167,900
592
534,175,080
20
RL
78
10,140
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
RRAn
Norm
1Fam
1Story
7
5
1,998
1,999
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
LwQ
144
GLQ
1,127
379
1,650
GasA
Ex
Y
SBrkr
1,680
0
0
1,680
1
0
2
0
3
1
Gd
7
Maj1
1
TA
Attchd
1,998
Fin
2
583
TA
TA
Y
78
73
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
213,250
593
534,177,230
60
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
8
6
2,001
2,001
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
643
Unf
0
167
810
GasA
Ex
Y
SBrkr
810
855
0
1,665
1
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,001
Fin
2
528
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
227,000
594
534,200,030
20
RL
62
7,130
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
TA
TA
No
BLQ
648
Unf
0
216
864
GasA
TA
Y
SBrkr
864
0
0
864
0
1
1
0
2
1
TA
5
Typ
0
null
Attchd
1,967
Fin
1
312
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
6
2,009
WD
Normal
130,000
595
534,202,170
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,967
1,967
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,568
1,568
GasA
TA
Y
SBrkr
1,568
0
0
1,568
0
0
1
1
3
1
TA
7
Typ
0
null
Attchd
1,967
Unf
2
440
TA
TA
Y
160
40
0
0
0
0
null
null
null
0
3
2,009
COD
Normal
143,000
596
534,226,120
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,965
1,965
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
338
Rec
466
121
925
GasA
Ex
Y
SBrkr
925
0
0
925
0
1
1
0
2
1
TA
5
Typ
0
null
Detchd
1,965
Unf
1
429
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
117,500
597
534,250,400
60
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
2Story
7
5
1,974
1,974
Gable
CompShg
Plywood
Plywood
BrkFace
252
TA
TA
CBlock
TA
TA
No
ALQ
698
Unf
0
467
1,165
GasA
Gd
Y
SBrkr
1,165
896
0
2,061
0
1
2
1
4
1
TA
8
Typ
1
TA
Attchd
1,974
RFn
2
498
TA
TA
Y
0
77
0
0
196
0
null
null
null
0
5
2,009
COD
Abnorml
168,500
598
534,251,030
85
RL
null
16,500
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
SFoyer
6
5
1,971
1,971
Hip
CompShg
HdBoard
HdBoard
BrkFace
509
TA
TA
CBlock
Gd
TA
Av
GLQ
962
Unf
0
270
1,232
GasA
Fa
Y
SBrkr
1,320
0
0
1,320
0
1
2
0
3
1
TA
5
Typ
1
Gd
Attchd
1,971
RFn
2
495
TA
TA
Y
0
20
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
172,500
599
534,252,240
20
RL
null
9,790
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Feedr
Norm
1Fam
1Story
6
5
1,967
1,967
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
251
LwQ
630
491
1,372
GasA
TA
Y
SBrkr
1,342
0
0
1,342
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
1,967
Unf
2
457
TA
TA
Y
0
0
0
0
197
0
null
null
null
0
9
2,009
WD
Normal
161,500
600
534,275,060
20
RL
60
7,436
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
7
1,960
1,960
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
734
Unf
0
160
894
GasA
Gd
Y
SBrkr
894
0
0
894
1
0
1
0
2
1
TA
5
Typ
1
Po
Detchd
1,988
Unf
2
396
TA
TA
Y
0
0
0
360
0
0
null
GdWo
null
0
8
2,009
WD
Normal
141,500