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
2,401
528,170,040
60
RL
56
20,431
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,005
2,006
Hip
CompShg
CemntBd
CmentBd
BrkFace
870
Ex
TA
PConc
Ex
TA
No
GLQ
1,410
Unf
0
438
1,848
GasA
Ex
Y
SBrkr
1,848
880
0
2,728
1
0
2
1
4
1
Ex
10
Typ
2
Ex
Attchd
2,006
Fin
3
706
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,006
New
Partial
437,154
2,402
528,172,020
60
RL
74
10,927
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
280
Gd
TA
PConc
Gd
TA
Av
GLQ
546
Unf
0
512
1,058
GasA
Ex
Y
SBrkr
1,058
846
0
1,904
1
0
2
1
3
1
Ex
8
Typ
1
Gd
BuiltIn
2,003
Fin
2
736
TA
TA
Y
179
60
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
275,000
2,403
528,172,150
60
RL
null
13,215
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
112
Gd
TA
PConc
Gd
TA
No
GLQ
994
Unf
0
426
1,420
GasA
Ex
Y
SBrkr
1,426
488
0
1,914
1
0
2
1
3
1
Gd
9
Typ
1
TA
BuiltIn
2,004
RFn
3
746
TA
TA
Y
168
127
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
279,000
2,404
528,174,080
120
RL
43
7,052
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
240
Gd
TA
PConc
Gd
TA
Av
GLQ
659
Unf
0
705
1,364
GasA
Ex
Y
SBrkr
1,364
0
0
1,364
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
484
TA
TA
Y
192
36
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
185,850
2,405
528,180,080
120
RL
48
5,911
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,005
2,005
Hip
CompShg
MetalSd
MetalSd
BrkFace
278
Ex
TA
PConc
Ex
TA
No
GLQ
472
Unf
0
1,088
1,560
GasA
Ex
Y
SBrkr
1,565
0
0
1,565
1
0
2
0
2
1
Ex
6
Typ
1
Gd
Attchd
2,005
RFn
2
556
TA
TA
Y
196
56
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
282,500
2,406
528,181,030
120
RL
48
6,955
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
94
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,368
1,368
GasA
Ex
Y
SBrkr
1,368
0
0
1,368
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
474
TA
TA
Y
132
35
0
0
0
0
null
null
null
0
9
2,006
New
Partial
202,500
2,407
528,181,040
120
RL
40
6,792
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
94
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,368
1,368
GasA
Ex
Y
SBrkr
1,368
0
0
1,368
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
474
TA
TA
Y
132
35
0
0
0
0
null
null
null
0
3
2,006
New
Partial
202,665
2,408
528,186,100
20
RL
61
7,740
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,006
2,006
Hip
CompShg
MetalSd
MetalSd
BrkFace
518
Gd
TA
PConc
Ex
Gd
No
GLQ
1,023
Unf
0
663
1,686
GasA
Ex
Y
SBrkr
1,686
0
0
1,686
1
0
2
0
1
1
Ex
6
Typ
1
Gd
Attchd
2,006
Fin
3
899
TA
TA
Y
266
100
0
0
0
0
null
null
null
0
6
2,006
New
Partial
332,200
2,409
528,186,110
120
RL
48
6,373
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
9
5
2,006
2,006
Hip
CompShg
MetalSd
MetalSd
BrkFace
572
Ex
TA
PConc
Ex
Gd
No
GLQ
415
Unf
0
1,251
1,666
GasA
Ex
Y
SBrkr
1,666
0
0
1,666
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
575
TA
TA
Y
228
75
0
0
0
0
null
null
null
0
6
2,006
New
Partial
310,090
2,410
528,188,040
120
RL
null
3,136
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
Wd Shng
Stone
163
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,405
1,405
GasA
Ex
Y
SBrkr
1,405
0
0
1,405
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,003
RFn
2
478
TA
TA
Y
148
36
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
171,750
2,411
528,218,030
20
RL
65
10,237
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
28
Unf
0
1,288
1,316
GasA
Ex
Y
SBrkr
1,316
0
0
1,316
0
0
2
0
3
1
Gd
6
Typ
1
Gd
Attchd
2,005
Fin
2
397
TA
TA
Y
100
0
0
23
0
0
null
null
null
0
10
2,006
New
Partial
169,990
2,412
528,218,060
60
RL
65
10,237
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Ex
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,005
Fin
2
390
TA
TA
Y
0
24
0
0
0
0
null
null
null
0
2
2,006
New
Partial
170,440
2,413
528,218,080
60
RL
65
10,237
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
738
738
GasA
Ex
Y
SBrkr
738
754
0
1,492
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,006
Fin
2
440
TA
TA
Y
0
32
0
0
0
0
null
null
null
0
9
2,006
New
Partial
169,985
2,414
528,218,130
60
RL
58
17,104
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
Av
GLQ
554
Unf
0
100
654
GasA
Ex
Y
SBrkr
664
832
0
1,496
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
2
426
TA
TA
Y
100
24
0
0
0
0
null
null
null
0
9
2,006
New
Partial
179,665
2,415
528,218,140
60
RL
58
14,054
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
879
879
GasA
Ex
Y
SBrkr
879
984
0
1,863
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,006
Fin
3
660
TA
TA
Y
100
17
0
0
0
0
null
null
null
0
11
2,006
New
Partial
219,210
2,416
528,221,010
20
RL
102
11,660
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
1Story
6
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,326
1,326
GasA
Ex
Y
SBrkr
1,326
0
0
1,326
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,006
Fin
2
427
TA
TA
Y
100
0
0
0
0
0
null
null
null
0
7
2,006
New
Partial
174,190
2,417
528,221,100
60
RL
105
15,578
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
728
728
GasA
Gd
Y
SBrkr
728
728
0
1,456
0
0
2
1
3
1
TA
8
Typ
0
null
Attchd
2,006
RFn
2
429
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,006
New
Partial
172,785
2,418
528,222,010
60
RL
96
11,631
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
236
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,052
1,052
GasA
Ex
Y
SBrkr
1,052
1,321
0
2,373
0
0
2
1
4
1
Gd
9
Typ
1
Gd
BuiltIn
2,004
Fin
3
632
TA
TA
Y
120
46
0
0
0
0
null
null
null
0
6
2,006
New
Partial
258,000
2,419
528,222,020
60
RL
75
9,073
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
738
738
GasA
Ex
Y
SBrkr
738
754
0
1,492
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,006
Fin
2
440
TA
TA
Y
100
32
0
0
0
0
null
null
null
0
10
2,006
New
Partial
185,101
2,420
528,228,280
120
RL
43
3,087
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
14
Gd
TA
PConc
Gd
TA
Av
GLQ
453
Unf
0
767
1,220
GasA
Ex
Y
SBrkr
1,364
0
0
1,364
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
2
437
TA
TA
Y
100
16
0
0
0
0
null
null
null
0
11
2,006
New
Partial
210,250
2,421
528,228,325
120
RL
null
3,196
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,003
2,004
Gable
CompShg
VinylSd
VinylSd
BrkFace
18
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,374
1,374
GasA
Ex
Y
SBrkr
1,557
0
0
1,557
0
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,003
Fin
2
420
TA
TA
Y
143
20
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
234,000
2,422
528,228,340
120
RL
null
3,196
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
8
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
BrkFace
40
Gd
TA
PConc
Gd
TA
Gd
Unf
0
Unf
0
1,273
1,273
GasA
Ex
Y
SBrkr
1,456
0
0
1,456
0
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,003
Fin
2
400
TA
TA
Y
143
20
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
215,000
2,423
528,228,360
120
RL
null
2,938
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
40
Gd
TA
PConc
Gd
TA
Av
GLQ
1,038
Unf
0
330
1,368
GasA
Ex
Y
SBrkr
1,511
0
0
1,511
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
2,002
Fin
2
398
TA
TA
Y
130
30
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
246,990
2,424
528,228,415
120
RM
null
3,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
18
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,375
1,375
GasA
Ex
Y
SBrkr
1,414
0
0
1,414
0
0
2
0
2
1
Gd
6
Typ
1
TA
Attchd
2,004
Fin
2
398
TA
TA
Y
144
20
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
178,740
2,425
528,228,430
120
RM
null
3,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,004
2,004
Hip
CompShg
VinylSd
VinylSd
BrkFace
18
Gd
TA
PConc
Gd
TA
No
GLQ
1,059
Unf
0
306
1,365
GasA
Ex
Y
SBrkr
1,548
0
0
1,548
1
0
2
0
2
1
Gd
7
Typ
1
TA
Attchd
2,004
Fin
2
388
TA
TA
Y
143
20
0
0
0
0
null
null
null
0
9
2,006
WD
Normal
225,000
2,426
528,228,545
120
RL
43
3,010
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
16
Gd
TA
PConc
Gd
TA
Av
GLQ
16
Unf
0
1,232
1,248
GasA
Ex
Y
SBrkr
1,248
0
0
1,248
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,005
Fin
2
438
TA
TA
Y
108
0
0
0
0
0
null
null
null
0
3
2,006
New
Partial
167,240
2,427
528,228,550
120
RL
43
3,010
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
14
Gd
TA
PConc
Gd
TA
Gd
GLQ
16
Unf
0
1,126
1,142
GasA
Ex
Y
SBrkr
1,142
0
0
1,142
0
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,005
Fin
2
440
TA
TA
Y
90
0
0
0
0
0
null
null
null
0
6
2,006
New
Partial
156,820
2,428
528,228,565
120
RL
43
3,013
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
145
Gd
TA
PConc
Gd
TA
Gd
GLQ
16
Unf
0
1,346
1,362
GasA
Ex
Y
SBrkr
1,506
0
0
1,506
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
Fin
2
440
TA
TA
Y
142
20
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
213,490
2,429
528,228,575
120
RL
53
3,982
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
Av
GLQ
1,154
Unf
0
366
1,520
GasA
Ex
Y
SBrkr
1,567
0
0
1,567
1
0
2
0
1
1
Ex
7
Typ
1
Gd
Attchd
2,006
Fin
3
648
TA
TA
Y
312
0
0
0
0
0
null
null
null
0
10
2,006
New
Partial
264,561
2,430
528,228,580
120
RL
53
4,045
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Blmngtn
Norm
Norm
TwnhsE
1Story
7
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
BrkFace
45
Gd
TA
PConc
Gd
TA
Av
GLQ
1,070
Unf
0
286
1,356
GasA
Ex
Y
SBrkr
1,500
0
0
1,500
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
Fin
3
648
TA
TA
Y
161
20
0
0
0
0
null
null
null
0
10
2,006
New
Partial
246,578
2,431
528,231,050
60
RL
60
21,930
Pave
null
IR3
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
5
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
Av
Unf
0
Unf
0
732
732
GasA
Ex
Y
SBrkr
734
1,104
0
1,838
0
0
2
1
4
1
TA
7
Typ
1
Gd
BuiltIn
2,005
Fin
2
372
TA
TA
Y
100
40
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
192,140
2,432
528,235,050
60
RL
null
7,861
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,002
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
457
Unf
0
326
783
GasA
Ex
Y
SBrkr
807
702
0
1,509
1
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,002
Fin
2
393
TA
TA
Y
100
75
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
183,200
2,433
528,235,130
60
RL
74
9,056
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
Gd
Av
Unf
0
Unf
0
707
707
GasA
Ex
Y
SBrkr
707
707
0
1,414
0
0
2
1
3
1
Gd
6
Typ
1
Gd
Attchd
2,004
Fin
2
403
TA
TA
Y
100
35
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
178,000
2,434
528,235,190
60
RL
59
9,171
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
848
848
GasA
Ex
Y
SBrkr
848
750
0
1,598
0
0
2
1
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
Fin
2
433
TA
TA
Y
100
48
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
201,490
2,435
528,240,080
60
RL
106
11,194
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
40
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,406
1,406
GasA
Ex
Y
SBrkr
1,454
482
0
1,936
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
2
504
TA
TA
Y
188
124
0
0
0
0
null
null
null
0
11
2,006
WD
Normal
230,500
2,436
528,250,060
60
RL
63
7,875
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
783
783
GasA
Ex
Y
SBrkr
807
702
0
1,509
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,003
Fin
2
393
TA
TA
Y
0
75
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
180,000
2,437
528,275,060
60
RL
null
8,121
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
953
953
GasA
Ex
Y
SBrkr
953
711
0
1,664
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,000
RFn
2
460
TA
TA
Y
100
40
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
172,400
2,438
528,275,080
60
RL
null
8,658
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
732
Unf
0
250
982
GasA
Ex
Y
SBrkr
1,008
881
0
1,889
0
0
2
1
3
1
TA
9
Typ
1
TA
Attchd
2,000
Fin
2
431
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
215,000
2,439
528,280,100
60
RL
null
11,214
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,998
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
930
930
GasA
Gd
Y
SBrkr
956
930
0
1,886
0
0
2
1
4
1
Gd
10
Typ
1
TA
Attchd
1,998
Fin
2
431
TA
TA
Y
89
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
199,900
2,440
528,290,140
60
RL
58
10,852
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
6
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
GLQ
786
Unf
0
173
959
GasA
Ex
Y
SBrkr
959
712
0
1,671
1
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
2,000
Fin
2
472
TA
TA
Y
0
38
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
173,000
2,441
528,292,080
60
RL
null
12,104
Pave
null
IR1
Lvl
AllPub
FR3
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,035
1,035
GasA
Gd
Y
SBrkr
1,082
1,240
0
2,322
0
0
3
1
4
1
Gd
8
Typ
0
null
Attchd
2,006
RFn
3
617
TA
TA
Y
400
45
0
0
0
0
null
null
null
0
8
2,006
New
Partial
287,602
2,442
528,294,070
60
RL
66
8,738
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
7
5
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
BrkFace
302
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
975
975
GasA
Ex
Y
SBrkr
1,005
1,286
0
2,291
0
0
2
1
4
1
Gd
8
Typ
1
TA
BuiltIn
1,999
Fin
2
429
TA
TA
Y
192
0
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
230,000
2,443
528,315,030
60
RL
82
9,452
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
423
Gd
TA
PConc
Gd
TA
No
GLQ
1,074
Unf
0
322
1,396
GasA
Ex
Y
SBrkr
1,407
985
0
2,392
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,997
Fin
3
870
TA
TA
Y
0
70
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
348,000
2,444
528,315,070
60
RL
84
9,660
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
242
Gd
TA
PConc
Gd
TA
No
GLQ
791
Unf
0
253
1,044
GasA
Ex
Y
SBrkr
1,079
897
0
1,976
1
0
2
1
3
1
Gd
7
Typ
1
Ex
Attchd
1,998
Fin
3
885
TA
TA
Y
210
31
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
286,000
2,445
528,315,080
60
RL
83
9,545
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
322
Gd
TA
PConc
Gd
TA
Mn
GLQ
505
Unf
0
655
1,160
GasA
Ex
Y
SBrkr
1,205
1,029
0
2,234
1
0
2
1
3
1
Gd
7
Typ
1
TA
BuiltIn
2,000
RFn
3
768
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
300,000
2,446
528,320,060
60
RL
118
35,760
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
10
5
1,995
1,996
Hip
CompShg
HdBoard
HdBoard
BrkFace
1,378
Gd
Gd
PConc
Ex
TA
Gd
GLQ
1,387
Unf
0
543
1,930
GasA
Ex
Y
SBrkr
1,831
1,796
0
3,627
1
0
3
1
4
1
Gd
10
Typ
1
TA
Attchd
1,995
Fin
3
807
TA
TA
Y
361
76
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
625,000
2,447
528,327,010
60
RL
null
9,233
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
877
Gd
TA
PConc
Ex
TA
Av
GLQ
1,182
Unf
0
358
1,540
GasA
Ex
Y
SBrkr
1,540
1,315
0
2,855
1
0
2
1
4
1
Ex
9
Typ
1
TA
Attchd
2,000
RFn
3
774
TA
TA
Y
247
55
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
405,000
2,448
528,344,060
60
RL
78
12,011
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
530
Gd
TA
PConc
Gd
TA
Av
GLQ
956
Unf
0
130
1,086
GasA
Ex
Y
SBrkr
1,086
838
0
1,924
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,998
RFn
2
592
TA
TA
Y
208
75
0
0
374
0
null
null
null
0
6
2,006
WD
Normal
280,000
2,449
528,348,010
60
RL
93
12,090
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
650
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,141
1,141
GasA
Gd
Y
SBrkr
1,165
1,098
0
2,263
0
0
2
1
4
1
Gd
10
Typ
1
TA
BuiltIn
1,998
Fin
2
420
TA
TA
Y
144
123
0
0
0
0
null
null
null
0
7
2,006
WD
Abnorml
258,000
2,450
528,358,030
60
RL
83
10,019
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,995
1,995
Hip
CompShg
VinylSd
VinylSd
BrkFace
397
Gd
TA
PConc
Gd
TA
No
ALQ
527
Unf
0
815
1,342
GasA
Ex
Y
SBrkr
1,358
1,368
0
2,726
0
0
2
1
4
1
Gd
9
Typ
1
Ex
Attchd
1,995
RFn
3
725
TA
TA
Y
307
169
168
0
0
0
null
null
null
0
6
2,006
WD
Normal
350,000
2,451
528,360,050
60
RL
114
17,242
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
9
5
1,993
1,994
Hip
CompShg
MetalSd
MetalSd
BrkFace
738
Gd
Gd
PConc
Ex
TA
Gd
Rec
292
GLQ
1,393
48
1,733
GasA
Ex
Y
SBrkr
1,933
1,567
0
3,500
1
0
3
1
4
1
Ex
11
Typ
1
TA
Attchd
1,993
RFn
3
959
TA
TA
Y
870
86
0
0
210
0
null
null
null
0
5
2,006
WD
Normal
584,500
2,452
528,363,070
60
RL
null
10,236
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,994
1,995
Gable
CompShg
VinylSd
VinylSd
BrkFace
501
Gd
TA
PConc
Gd
TA
Gd
GLQ
380
BLQ
168
742
1,290
GasA
Ex
Y
SBrkr
1,305
1,189
0
2,494
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,994
Fin
3
803
TA
TA
Y
200
95
0
0
0
0
null
GdPrv
null
0
6
2,006
WD
Normal
321,000
2,453
528,365,090
60
RL
92
10,120
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,994
1,994
Hip
CompShg
VinylSd
VinylSd
BrkFace
391
Gd
TA
PConc
Gd
TA
No
GLQ
740
Unf
0
425
1,165
GasA
Ex
Y
SBrkr
1,203
1,323
0
2,526
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,994
RFn
3
844
TA
TA
Y
309
78
0
0
0
0
null
null
null
0
12
2,006
WD
Normal
290,000
2,454
528,366,040
60
RL
null
12,585
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,993
1,993
Gable
CompShg
HdBoard
ImStucc
BrkFace
420
Gd
TA
PConc
Gd
TA
No
LwQ
247
GLQ
1,039
0
1,286
GasA
Ex
Y
SBrkr
1,565
1,234
0
2,799
1
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,993
Fin
3
704
TA
TA
Y
432
136
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
315,000
2,455
528,429,060
60
RL
75
12,447
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
RRAn
Norm
1Fam
2Story
8
5
2,005
2,006
Gable
CompShg
CemntBd
CmentBd
Stone
192
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
1,100
1,100
GasA
Ex
Y
SBrkr
1,116
848
0
1,964
0
0
2
1
3
1
Gd
8
Typ
1
Gd
BuiltIn
2,005
Fin
2
760
TA
TA
Y
200
70
0
0
0
0
null
null
null
0
1
2,006
New
Partial
252,000
2,456
528,429,100
20
RL
49
15,218
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
RRAn
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Ex
Gd
No
GLQ
1,562
Unf
0
108
1,670
GasA
Ex
Y
SBrkr
1,670
0
0
1,670
1
0
2
1
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
3
928
TA
TA
Y
0
240
200
0
0
0
null
null
null
0
9
2,006
New
Partial
336,820
2,457
528,429,120
20
RL
49
20,896
Pave
null
IR2
Lvl
AllPub
CulDSac
Gtl
Somerst
RRAn
Norm
1Fam
1Story
8
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Mn
GLQ
1,721
Unf
0
356
2,077
GasA
Ex
Y
SBrkr
2,097
0
0
2,097
1
0
1
1
1
1
Ex
8
Typ
1
Ex
Attchd
2,005
Fin
3
1,134
TA
TA
Y
192
267
0
0
0
0
null
null
null
0
1
2,006
New
Partial
423,000
2,458
528,429,130
20
RL
85
10,182
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Somerst
RRNn
Norm
1Fam
1Story
8
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
420
Gd
TA
PConc
Ex
TA
Mn
GLQ
1,220
Unf
0
440
1,660
GasA
Ex
Y
SBrkr
1,660
0
0
1,660
1
0
2
0
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
RFn
2
500
TA
TA
Y
322
50
0
0
0
0
null
null
null
0
5
2,006
New
Partial
290,000
2,459
528,439,030
20
RL
73
8,688
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
228
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,616
1,616
GasA
Ex
Y
SBrkr
1,616
0
0
1,616
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
834
TA
TA
Y
208
59
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
232,000
2,460
528,445,010
20
RL
85
10,936
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Feedr
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
60
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,504
1,504
GasA
Ex
Y
SBrkr
1,504
0
0
1,504
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,006
Fin
2
510
TA
TA
Y
144
0
0
0
0
0
null
null
null
0
9
2,006
New
Partial
199,000
2,461
528,456,200
20
FV
72
8,640
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
24
Unf
0
1,254
1,278
GasA
Ex
Y
SBrkr
1,278
0
0
1,278
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
RFn
2
584
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
10
2,006
New
Partial
198,600
2,462
528,477,010
60
FV
100
13,162
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Somerst
Feedr
Norm
1Fam
2Story
9
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
GLQ
1,836
Unf
0
200
2,036
GasA
Ex
Y
SBrkr
2,036
604
0
2,640
1
0
3
1
3
1
Ex
11
Typ
1
Gd
Attchd
2,006
RFn
3
792
TA
TA
Y
0
265
0
0
0
0
null
null
null
0
11
2,006
New
Partial
405,749
2,463
528,477,030
20
FV
81
11,216
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
1,489
1,489
GasA
Ex
Y
SBrkr
1,489
0
0
1,489
0
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,006
RFn
2
776
TA
TA
Y
0
140
0
0
0
0
null
null
null
0
6
2,006
New
Partial
232,600
2,464
528,480,070
60
FV
84
10,728
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
1,095
1,095
GasA
Gd
Y
SBrkr
1,095
844
0
1,939
0
0
2
1
3
1
Gd
8
Typ
1
Gd
Attchd
2,006
RFn
3
1,053
TA
TA
Y
192
51
0
0
0
0
null
null
null
0
8
2,006
New
Partial
266,000
2,465
528,480,100
60
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
756
756
GasA
Ex
Y
SBrkr
756
797
0
1,553
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
615
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
3
2,006
New
Partial
186,500
2,466
528,480,110
60
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
858
858
GasA
Ex
Y
SBrkr
858
858
0
1,716
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
615
TA
TA
Y
0
53
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
200,825
2,467
528,480,150
60
FV
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
770
770
GasA
Ex
Y
SBrkr
778
798
0
1,576
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
2,006
RFn
2
614
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
8
2,006
New
Partial
197,000
2,468
528,488,110
20
FV
60
7,200
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
6
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
68
Gd
TA
PConc
Gd
TA
No
GLQ
905
Unf
0
357
1,262
GasA
Gd
Y
SBrkr
1,262
0
0
1,262
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
2,006
Fin
2
572
TA
TA
Y
0
120
0
0
0
0
null
null
null
0
5
2,006
New
Partial
185,000
2,469
528,488,120
20
FV
62
7,500
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,257
1,257
GasA
Ex
Y
SBrkr
1,266
0
0
1,266
0
0
2
0
3
1
Gd
6
Typ
1
TA
Attchd
2,005
Unf
2
453
TA
TA
Y
38
144
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
176,000
2,470
528,488,130
20
FV
60
7,200
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
7
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
Gd
No
Unf
0
Unf
0
1,293
1,293
GasA
Ex
Y
SBrkr
1,301
0
0
1,301
1
0
2
0
2
1
Gd
5
Typ
1
Gd
Attchd
2,006
RFn
2
572
TA
TA
Y
216
121
0
0
0
0
null
null
null
0
8
2,006
New
Partial
187,750
2,471
531,363,080
20
RL
74
7,733
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
Mn
GLQ
24
Unf
0
1,118
1,142
GasA
Ex
Y
SBrkr
1,142
0
0
1,142
0
0
1
1
3
1
Gd
5
Typ
0
null
null
null
null
0
0
null
null
Y
4
50
0
0
0
0
null
null
null
0
1
2,006
WD
Normal
139,500
2,472
531,367,010
20
RL
91
11,024
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
118
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
1,400
1,400
GasA
Ex
Y
SBrkr
1,400
0
0
1,400
0
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
2,005
RFn
2
612
TA
TA
Y
144
55
0
0
0
0
null
null
null
0
10
2,006
New
Partial
186,800
2,473
531,375,060
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,131
1,131
GasA
Ex
Y
SBrkr
1,131
0
0
1,131
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
3
2,006
New
Partial
132,000
2,474
531,375,070
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
1,141
1,141
GasA
Ex
Y
SBrkr
1,141
0
0
1,141
0
0
1
1
3
1
TA
6
Typ
0
null
Detchd
2,005
Unf
2
484
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Abnorml
142,500
2,475
531,375,100
20
RL
63
13,072
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
1Story
6
5
2,004
2,004
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
941
Unf
0
217
1,158
GasA
Ex
Y
SBrkr
1,158
0
0
1,158
1
0
1
1
3
1
Gd
5
Typ
0
null
Detchd
2,006
Unf
2
576
TA
TA
Y
0
50
0
0
0
0
null
null
null
0
5
2,006
New
Partial
158,000
2,476
531,376,030
60
RL
65
7,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
172
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
891
891
GasA
Ex
Y
SBrkr
891
795
0
1,686
0
0
2
1
3
1
Gd
8
Typ
0
null
Attchd
2,005
Fin
2
462
TA
TA
Y
144
101
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
184,000
2,477
531,376,050
60
RL
74
7,632
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
7
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
BrkFace
96
Gd
TA
PConc
Gd
TA
No
Unf
0
Unf
0
784
784
GasA
Ex
Y
SBrkr
831
754
0
1,585
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
2
449
TA
TA
Y
100
77
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
184,900
2,478
531,379,030
60
RL
70
8,304
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
941
941
GasA
Ex
Y
SBrkr
941
896
0
1,837
0
0
2
1
3
1
TA
7
Typ
0
null
Attchd
1,997
RFn
2
688
TA
TA
Y
150
165
0
0
0
0
null
GdPrv
null
0
7
2,006
WD
Normal
187,000
2,479
531,450,040
60
RL
65
7,153
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,992
1,992
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
Gd
TA
No
ALQ
387
Unf
0
374
761
GasA
Ex
Y
SBrkr
810
793
0
1,603
0
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,992
RFn
2
484
TA
TA
Y
0
124
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
175,900
2,480
531,451,290
60
RL
70
9,370
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
2Story
6
5
1,992
1,993
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
No
ALQ
758
Unf
0
78
836
GasA
Ex
Y
SBrkr
844
887
0
1,731
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
1,992
RFn
2
462
TA
TA
Y
307
85
0
0
224
0
null
null
Othr
3,000
10
2,006
WD
Family
248,500
2,481
531,452,080
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
Plywood
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
904
Unf
0
494
1,398
GasA
Gd
Y
SBrkr
1,398
0
0
1,398
1
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,990
RFn
2
542
TA
TA
Y
0
46
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
172,000
2,482
531,452,100
120
RL
50
7,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,991
1,991
Gable
CompShg
Plywood
Plywood
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
278
Unf
0
939
1,217
GasA
Gd
Y
SBrkr
1,217
0
0
1,217
0
0
2
0
2
1
Gd
5
Typ
0
null
Attchd
1,991
RFn
2
484
TA
TA
Y
0
64
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
151,000
2,483
531,452,210
60
RL
null
9,019
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
SawyerW
RRAe
Norm
1Fam
2Story
6
5
1,994
1,994
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
No
ALQ
274
Unf
0
362
636
GasA
Ex
Y
SBrkr
636
684
0
1,320
0
0
2
1
3
1
Gd
6
Typ
0
null
Attchd
1,994
Fin
2
472
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
150,000
2,484
531,478,010
20
RH
null
8,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
1Fam
1Story
4
4
1,966
1,966
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
1,056
Unf
0
0
1,056
GasA
TA
Y
SBrkr
1,056
0
0
1,056
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,966
Unf
1
384
TA
TA
Y
0
42
0
0
0
0
null
MnPrv
null
0
11
2,006
WD
Normal
107,000
2,485
531,479,030
20
RH
60
7,800
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
SawyerW
Norm
Norm
1Fam
1Story
5
5
1,965
1,965
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
641
Unf
0
187
828
GasA
Gd
Y
SBrkr
965
0
0
965
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,979
Unf
1
300
TA
TA
Y
421
0
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Abnorml
119,900
2,486
532,351,060
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
4
1,962
1,962
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
51
TA
TA
CBlock
TA
TA
No
LwQ
36
Unf
0
952
988
GasA
Ex
Y
SBrkr
988
0
0
988
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,977
Unf
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Normal
129,500
2,487
532,351,090
90
RM
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
Duplex
1Story
5
5
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
BrkFace
336
TA
TA
CBlock
TA
TA
No
Rec
1,332
Unf
0
396
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
1
0
2
0
6
2
TA
10
Typ
0
null
Detchd
1,963
Unf
2
504
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
11
2,006
ConLI
Abnorml
125,000
2,488
532,351,150
90
RM
68
8,927
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
Duplex
1.5Fin
6
6
1,977
1,977
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,286
368
0
1,654
0
0
2
0
4
2
TA
10
Typ
0
null
Attchd
1,977
RFn
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,006
WD
Normal
119,500
2,489
532,353,030
20
RL
null
9,240
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,962
2,002
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
612
Unf
0
252
864
GasA
Gd
Y
SBrkr
1,211
0
0
1,211
0
0
1
0
2
1
TA
6
Min1
1
TA
Detchd
1,972
Unf
2
576
TA
TA
Y
161
0
0
0
0
0
null
MnPrv
null
0
3
2,006
WD
Normal
144,000
2,490
532,353,180
80
RL
88
8,471
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Sawyer
Norm
Norm
1Fam
SLvl
6
7
1,977
1,995
Gable
CompShg
HdBoard
Plywood
BrkFace
46
TA
TA
CBlock
Gd
Gd
Av
ALQ
506
Unf
0
0
506
GasA
TA
Y
SBrkr
1,212
0
0
1,212
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,978
Unf
2
492
TA
TA
Y
292
12
0
0
0
0
null
GdWo
null
0
7
2,006
WD
Normal
151,000
2,491
532,376,080
20
RL
null
9,308
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
RRNe
Norm
1Fam
1Story
5
5
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
554
Unf
0
430
984
GasA
TA
Y
SBrkr
984
0
0
984
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,965
Unf
1
310
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
7
2,006
WD
Normal
126,000
2,492
532,376,180
20
RL
65
8,450
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
6
1,968
1,968
Gable
CompShg
Plywood
Plywood
BrkFace
90
TA
TA
CBlock
TA
TA
No
BLQ
162
Rec
270
450
882
GasA
TA
Y
SBrkr
909
0
0
909
0
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,968
Unf
1
294
TA
TA
Y
0
155
0
0
0
0
null
MnPrv
null
0
11
2,006
COD
Normal
116,000
2,493
532,376,250
20
RL
null
8,638
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
RRAe
Norm
1Fam
1Story
5
6
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
TA
TA
No
ALQ
181
Unf
0
744
925
GasA
Gd
Y
SBrkr
925
0
0
925
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,990
Unf
2
484
TA
TA
Y
203
74
0
0
0
0
null
null
null
0
10
2,006
WD
Normal
133,500
2,494
532,378,050
20
RL
null
13,052
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,965
1,965
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
712
Unf
0
312
1,024
GasA
TA
Y
SBrkr
1,024
0
0
1,024
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,965
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,006
WD
Normal
120,875
2,495
532,378,070
20
RL
null
13,526
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,965
1,965
Hip
CompShg
HdBoard
Plywood
BrkFace
114
TA
TA
CBlock
TA
TA
No
BLQ
560
LwQ
375
0
935
GasA
TA
Y
SBrkr
935
0
0
935
1
0
1
0
3
1
TA
5
Typ
0
null
Attchd
1,965
Unf
1
288
TA
TA
Y
180
0
0
0
0
0
null
MnPrv
null
0
11
2,006
WD
Normal
137,000
2,496
532,378,130
20
RL
null
8,020
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
644
Unf
0
268
912
GasA
TA
N
SBrkr
912
0
0
912
0
0
1
0
3
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
GdWo
null
0
4
2,006
WD
Normal
124,000
2,497
532,378,160
20
RL
65
6,993
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
7
1,961
1,994
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
CBlock
TA
TA
No
BLQ
465
Unf
0
447
912
GasA
TA
Y
SBrkr
1,236
0
0
1,236
0
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,961
Unf
1
288
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
135,000
2,498
532,378,220
20
RL
null
8,789
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
1Story
5
6
1,967
1,967
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
CBlock
TA
TA
Mn
Rec
659
Unf
0
253
912
GasA
TA
Y
SBrkr
941
0
0
941
0
0
1
0
3
1
TA
6
Typ
1
Po
Attchd
1,967
Unf
1
288
TA
TA
Y
64
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
129,200
2,499
532,476,050
80
RL
100
14,330
Pave
null
IR1
Low
AllPub
Corner
Gtl
Veenker
Norm
Norm
1Fam
SLvl
7
4
1,974
1,974
Gable
CompShg
WdShing
Wd Sdng
BrkFace
145
Gd
Fa
CBlock
Gd
TA
Gd
ALQ
1,023
BLQ
497
228
1,748
GasA
Gd
Y
SBrkr
2,151
495
0
2,646
1
2
2
0
3
1
Gd
9
Mod
4
TA
Attchd
1,974
RFn
2
550
TA
TA
Y
641
100
0
0
0
800
Gd
GdPrv
null
0
1
2,006
WD
Normal
260,000
2,500
533,110,130
60
RL
121
16,059
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,991
1,992
Hip
CompShg
HdBoard
HdBoard
BrkFace
284
Gd
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
1,288
1,288
GasA
Ex
Y
SBrkr
1,301
1,116
0
2,417
0
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,991
Unf
2
462
TA
TA
Y
127
82
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
260,000