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
601
534,275,100
20
RL
65
8,125
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,959
1,959
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
BLQ
403
Unf
0
461
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,960
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
118,000
602
534,276,040
20
RL
70
9,100
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,959
1,959
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
612
Unf
0
252
864
GasA
Ex
Y
SBrkr
864
0
0
864
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
2,008
Unf
1
300
Ex
Ex
Y
0
0
0
0
0
0
null
null
Shed
450
10
2,009
WD
Normal
127,500
603
534,277,090
20
RL
null
9,450
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
160
TA
TA
CBlock
TA
TA
No
BLQ
775
Unf
0
265
1,040
GasA
TA
Y
SBrkr
1,362
0
0
1,362
1
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,982
RFn
3
768
TA
TA
Y
0
0
84
0
0
0
null
MnPrv
null
0
5
2,009
WD
Normal
140,000
604
534,278,070
20
RL
null
13,495
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,956
1,956
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
70
TA
Gd
CBlock
TA
TA
No
BLQ
625
LwQ
201
222
1,048
GasA
Fa
Y
SBrkr
1,728
0
0
1,728
1
0
2
0
3
1
TA
7
Min1
1
Gd
Detchd
1,956
Unf
2
576
TA
TA
Y
0
99
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
177,625
605
534,278,230
90
RL
85
11,475
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,958
1,958
Gable
CompShg
VinylSd
VinylSd
BrkFace
95
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,584
1,584
GasA
TA
Y
SBrkr
1,776
0
0
1,776
1
0
2
0
4
2
TA
9
Typ
0
null
Detchd
1,968
Unf
3
888
TA
TA
Y
0
25
0
0
0
0
null
null
null
0
7
2,009
COD
Abnorml
110,000
606
534,400,050
20
RL
100
10,004
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,964
1,964
Gable
CompShg
HdBoard
Plywood
BrkFace
180
TA
TA
CBlock
TA
TA
No
Rec
196
BLQ
345
975
1,516
GasA
TA
Y
SBrkr
1,516
0
0
1,516
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,964
RFn
2
472
TA
TA
Y
0
0
0
0
152
0
null
null
null
0
2
2,009
WD
Normal
167,000
607
534,400,290
20
RL
85
9,350
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,961
1,995
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
217
TA
TA
CBlock
TA
TA
No
ALQ
310
BLQ
512
491
1,313
GasA
TA
Y
SBrkr
1,313
0
0
1,313
1
0
1
1
3
1
Gd
6
Typ
1
TA
Attchd
1,961
RFn
2
610
TA
TA
Y
172
28
0
0
121
0
null
MnPrv
null
0
2
2,009
WD
Normal
153,000
608
534,402,060
20
RL
115
10,500
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
Stone
144
TA
Gd
CBlock
TA
TA
No
LwQ
998
Unf
0
294
1,292
GasA
TA
Y
SBrkr
1,292
0
0
1,292
1
0
1
1
3
1
TA
6
Typ
2
Gd
Detchd
1,964
Unf
2
520
TA
TA
Y
0
32
0
0
92
0
null
null
null
0
7
2,009
COD
Abnorml
145,100
609
534,402,140
20
RL
null
11,000
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,966
1,966
Gable
CompShg
Plywood
Plywood
BrkFace
200
TA
TA
CBlock
TA
TA
Mn
BLQ
740
Rec
230
184
1,154
GasA
Ex
Y
SBrkr
1,154
0
0
1,154
0
0
1
1
3
1
TA
6
Typ
1
Po
Attchd
1,966
RFn
2
480
TA
TA
Y
0
58
0
0
0
0
null
MnPrv
null
0
11
2,009
WD
Normal
154,000
610
534,402,170
60
RL
null
8,970
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
2Story
5
6
1,965
1,965
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
388
Unf
0
356
744
GasA
TA
Y
SBrkr
825
1,315
0
2,140
0
0
2
1
4
1
TA
7
Typ
1
TA
Attchd
1,965
Fin
2
549
TA
TA
Y
0
40
264
0
0
0
null
MnPrv
null
0
6
2,009
WD
Normal
177,500
611
534,403,370
80
RL
null
12,095
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
6
1,964
1,964
Gable
CompShg
MetalSd
HdBoard
BrkFace
115
TA
Gd
CBlock
TA
TA
Gd
Rec
564
Unf
0
563
1,127
GasA
TA
Y
SBrkr
1,445
0
0
1,445
0
0
1
1
3
1
TA
7
Typ
1
Fa
Attchd
1,964
RFn
2
645
TA
TA
Y
180
0
0
0
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
158,000
612
534,426,110
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,959
1,959
Gable
CompShg
MetalSd
MetalSd
BrkFace
132
TA
TA
CBlock
TA
TA
No
ALQ
991
Unf
0
50
1,041
GasA
Ex
Y
SBrkr
1,041
0
0
1,041
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
270
TA
TA
Y
224
88
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
124,500
613
534,429,150
80
RL
85
11,475
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
6
1,961
1,961
Hip
CompShg
HdBoard
HdBoard
BrkFace
90
TA
TA
CBlock
TA
TA
Gd
ALQ
568
Unf
0
640
1,208
GasA
Ex
Y
SBrkr
1,576
0
0
1,576
1
0
1
0
4
1
Gd
7
Typ
1
Po
BuiltIn
1,961
Fin
2
368
TA
TA
Y
85
0
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
174,500
614
534,431,130
20
RL
68
9,768
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,955
1,955
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
100
ALQ
247
613
960
GasA
Gd
Y
SBrkr
960
0
0
960
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,955
RFn
1
330
TA
TA
Y
0
70
0
0
0
0
null
MnPrv
null
0
2
2,009
WD
Normal
122,000
615
534,450,150
30
RL
50
5,330
Pave
null
Reg
HLS
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1Story
4
7
1,940
1,950
Hip
CompShg
VinylSd
VinylSd
null
0
Fa
TA
CBlock
TA
TA
No
LwQ
280
Unf
0
140
420
GasA
Gd
Y
SBrkr
708
0
0
708
0
0
1
0
2
1
Fa
5
Typ
0
null
null
null
null
0
0
null
null
Y
164
0
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
82,500
616
534,451,110
50
RL
null
7,015
Pave
null
IR1
Bnk
AllPub
Corner
Gtl
BrkSide
Norm
Norm
1Fam
1.5Fin
5
4
1,950
1,950
Gable
CompShg
MetalSd
MetalSd
BrkCmn
161
TA
TA
CBlock
TA
TA
No
LwQ
185
Unf
0
524
709
GasA
TA
Y
SBrkr
979
224
0
1,203
1
0
1
0
3
1
Gd
5
Typ
1
TA
Detchd
1,950
Unf
1
352
TA
TA
Y
0
0
248
0
0
0
null
null
null
0
7
2,009
WD
Normal
110,000
617
534,475,185
20
RL
128
12,160
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
4
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
90
TA
TA
CBlock
TA
TA
No
BLQ
1,024
Unf
0
481
1,505
GasA
Ex
Y
SBrkr
1,505
0
0
1,505
1
0
1
0
2
1
TA
6
Typ
1
TA
Attchd
1,953
RFn
2
505
TA
TA
Y
0
0
0
162
0
0
null
null
null
0
2
2,009
WD
Normal
149,500
618
534,475,250
20
RL
90
9,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
5
1,967
1,967
Gable
CompShg
BrkComm
Brk Cmn
null
0
Gd
TA
CBlock
TA
TA
No
Rec
1,173
Unf
0
507
1,680
GasA
TA
Y
SBrkr
1,691
0
0
1,691
1
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,967
Unf
2
550
Gd
TA
Y
0
67
260
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
175,000
619
534,476,150
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,953
1,953
Hip
CompShg
HdBoard
HdBoard
Stone
238
TA
TA
CBlock
TA
TA
No
GLQ
1,285
Unf
0
131
1,416
GasA
TA
Y
SBrkr
1,644
0
0
1,644
1
0
1
0
3
1
TA
7
Typ
2
Gd
Attchd
1,953
Fin
2
418
TA
TA
Y
110
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
167,000
620
534,476,320
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,956
1,956
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
504
Unf
0
546
1,050
GasA
Gd
Y
SBrkr
1,050
0
0
1,050
0
0
1
0
2
1
TA
5
Typ
0
null
Attchd
1,956
Unf
1
338
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
128,900
621
534,477,110
50
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
6
8
1,950
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
BLQ
120
Unf
0
736
856
GasA
Ex
Y
SBrkr
1,112
556
0
1,668
0
0
1
1
3
1
TA
6
Min2
0
null
Attchd
1,950
Unf
1
271
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
9
2,009
WD
Normal
140,000
622
534,478,230
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,950
2,007
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
607
Unf
0
506
1,113
GasA
Gd
Y
SBrkr
1,113
0
0
1,113
0
0
1
0
3
1
Gd
5
Typ
1
Gd
Attchd
1,950
Unf
1
264
TA
TA
Y
0
80
120
0
0
0
null
null
null
0
7
2,009
WD
Normal
147,000
623
535,101,120
90
RL
65
8,944
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
5
1,967
1,967
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,584
1,584
GasA
TA
Y
SBrkr
1,584
0
0
1,584
0
0
2
0
4
2
TA
8
Mod
0
null
Detchd
1,967
Unf
3
792
TA
TA
Y
0
152
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
124,000
624
535,104,120
20
RL
92
10,573
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,961
1,961
Hip
CompShg
MetalSd
MetalSd
BrkFace
3
TA
TA
CBlock
TA
TA
No
Rec
1,312
Unf
0
141
1,453
GasA
Ex
Y
SBrkr
1,453
0
0
1,453
1
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,961
RFn
2
530
TA
TA
Y
0
49
0
0
288
0
null
GdPrv
null
0
4
2,009
WD
Normal
187,500
625
535,105,100
20
RL
null
9,500
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,963
1,963
Gable
CompShg
Plywood
Plywood
BrkFace
247
TA
TA
CBlock
Gd
TA
No
BLQ
609
Unf
0
785
1,394
GasA
Gd
Y
SBrkr
1,394
0
0
1,394
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,963
RFn
2
514
TA
TA
Y
0
76
0
0
185
0
null
null
null
0
7
2,009
WD
Normal
159,000
626
535,125,070
20
RL
80
14,695
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,966
2,008
Gable
CompShg
MetalSd
MetalSd
BrkFace
210
TA
Gd
CBlock
TA
TA
No
ALQ
1,387
Unf
0
175
1,562
GasA
Gd
Y
SBrkr
1,567
0
0
1,567
1
0
2
0
2
1
Gd
5
Typ
2
Gd
Attchd
1,966
Unf
2
542
TA
TA
Y
0
110
0
0
342
0
null
GdWo
null
0
7
2,009
WD
Normal
256,000
627
535,125,090
60
RL
85
13,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
2Story
7
6
1,965
1,990
Gable
CompShg
HdBoard
HdBoard
BrkFace
176
TA
TA
CBlock
TA
TA
No
BLQ
454
Unf
0
314
768
GasA
TA
Y
SBrkr
1,186
800
0
1,986
0
0
2
1
3
1
TA
7
Typ
3
Fa
Attchd
1,965
Unf
2
486
TA
TA
Y
0
42
0
0
189
0
null
null
null
0
10
2,009
WD
Normal
205,000
628
535,126,010
60
RL
100
13,000
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
6
1,968
1,968
Gable
CompShg
VinylSd
VinylSd
BrkFace
576
TA
Gd
CBlock
Gd
TA
No
Rec
448
Unf
0
448
896
GasA
TA
Y
SBrkr
1,182
960
0
2,142
0
0
2
1
4
1
Gd
8
Typ
1
Gd
Attchd
1,968
Fin
1
509
TA
TA
Y
0
72
0
0
252
0
null
null
null
0
6
2,009
WD
Normal
193,500
629
535,126,100
20
RL
120
13,560
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
3
1,968
1,968
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
216
TA
TA
CBlock
Fa
Fa
No
Unf
0
Unf
0
1,392
1,392
GasA
Gd
Y
SBrkr
1,392
0
0
1,392
1
0
1
0
2
1
TA
5
Maj2
2
TA
Attchd
1,968
RFn
2
576
TA
TA
Y
0
0
240
0
0
0
null
null
null
0
7
2,009
WD
Normal
110,000
630
535,150,070
50
RL
null
12,513
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
NAmes
Feedr
Norm
1Fam
1.5Fin
4
4
1,920
2,007
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
Fa
No
Unf
0
Unf
0
715
715
GasA
Gd
Y
SBrkr
1,281
457
0
1,738
0
0
2
0
4
1
TA
7
Typ
1
Gd
Attchd
1,920
Unf
1
368
TA
TA
Y
55
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
104,900
631
535,151,040
20
RL
73
8,760
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,956
1,956
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
164
Gd
TA
CBlock
TA
TA
No
ALQ
856
Unf
0
313
1,169
GasA
TA
Y
SBrkr
1,144
0
0
1,144
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,956
RFn
1
286
TA
TA
Y
257
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
150,000
632
535,152,230
20
RL
70
8,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
3
1,957
1,957
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
ALQ
189
Rec
661
628
1,478
GasA
Gd
Y
SBrkr
1,478
0
0
1,478
1
0
1
1
3
1
TA
6
Typ
2
Gd
Attchd
1,957
RFn
2
442
TA
TA
Y
114
0
0
0
216
0
null
null
null
0
6
2,009
WD
Normal
156,500
633
535,154,060
20
RL
null
12,285
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
7
6
1,960
1,960
Gable
CompShg
Plywood
Plywood
BrkFace
128
TA
TA
CBlock
TA
TA
No
BLQ
544
Unf
0
785
1,329
GasA
Gd
Y
SBrkr
1,329
0
0
1,329
0
0
1
1
3
1
TA
5
Typ
2
Gd
Attchd
1,960
Unf
2
441
TA
TA
Y
0
0
203
0
0
0
null
null
null
0
8
2,009
WD
Normal
176,000
634
535,154,130
20
RL
66
9,240
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,959
1,998
Hip
CompShg
MetalSd
MetalSd
null
0
Gd
TA
CBlock
TA
TA
No
ALQ
708
Unf
0
280
988
GasA
TA
Y
SBrkr
988
0
0
988
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,959
Unf
1
297
TA
TA
Y
156
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
149,500
635
535,175,030
20
RL
80
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
6
1,958
1,988
Hip
CompShg
Wd Sdng
Wd Sdng
BrkCmn
183
TA
TA
CBlock
TA
TA
No
Rec
620
LwQ
620
0
1,240
GasA
Gd
Y
SBrkr
1,632
0
0
1,632
1
0
2
0
3
1
TA
6
Min1
1
Gd
Attchd
1,958
RFn
1
338
TA
TA
Y
289
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
139,000
636
535,175,050
20
RL
66
12,400
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
7
1,958
1,998
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
176
TA
TA
CBlock
TA
Fa
No
Rec
585
Unf
0
630
1,215
GasA
TA
Y
FuseA
1,215
0
0
1,215
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,958
Unf
1
297
TA
TA
Y
0
0
0
0
234
0
null
null
null
0
6
2,009
WD
Normal
155,000
637
535,178,040
20
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,956
1,956
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Rec
435
BLQ
202
565
1,202
GasA
TA
Y
SBrkr
1,202
0
0
1,202
0
1
1
0
3
1
TA
6
Typ
0
null
Attchd
1,956
RFn
1
304
TA
TA
Y
0
35
120
0
0
0
null
GdWo
null
0
11
2,009
COD
Abnorml
120,000
638
535,178,120
20
RL
70
8,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,955
1,955
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
CBlock
TA
TA
No
Rec
172
LwQ
483
727
1,382
GasA
Gd
Y
FuseA
1,382
0
0
1,382
0
1
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,955
Unf
1
350
TA
TA
Y
280
0
0
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
153,000
639
535,179,160
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,956
1,956
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Rec
155
LwQ
750
295
1,200
GasA
TA
Y
SBrkr
1,200
0
0
1,200
1
0
1
0
3
1
TA
6
Typ
2
Gd
Attchd
1,956
Unf
1
294
TA
TA
Y
0
189
140
0
0
0
null
null
null
0
11
2,009
WD
Family
144,000
640
535,300,120
80
RL
120
19,296
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
SLvl
6
5
1,962
1,962
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
399
TA
TA
CBlock
TA
TA
Gd
Rec
672
ALQ
690
0
1,362
GasA
TA
Y
SBrkr
1,382
0
0
1,382
1
0
1
0
3
1
TA
6
Typ
1
TA
Attchd
1,991
Unf
2
884
TA
TA
Y
0
0
252
0
0
0
null
GdWo
null
0
5
2,009
WD
Normal
176,000
641
535,301,170
20
RL
74
8,532
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,954
1,990
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
650
TA
TA
CBlock
TA
TA
No
Rec
1,213
Unf
0
84
1,297
GasA
Gd
Y
SBrkr
1,297
0
0
1,297
0
1
1
0
3
1
TA
5
Typ
1
TA
Attchd
1,954
Fin
2
498
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
10
2,009
WD
Normal
153,000
642
535,302,120
90
RL
76
9,482
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
5
4
1,958
1,958
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
657
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,866
1,866
GasA
Ex
Y
SBrkr
1,866
0
0
1,866
0
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,958
Unf
2
495
TA
Fa
Y
0
0
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
135,000
643
535,303,110
20
RL
53
8,128
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,954
1,954
Hip
CompShg
MetalSd
MetalSd
BrkFace
80
TA
TA
CBlock
TA
TA
No
ALQ
490
Unf
0
572
1,062
GasA
Gd
Y
SBrkr
1,062
0
0
1,062
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,954
Unf
1
297
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
131,000
644
535,303,150
20
RL
79
10,634
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,953
1,953
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
PConc
TA
TA
No
BLQ
428
LwQ
180
0
608
GasA
TA
Y
SBrkr
1,319
0
0
1,319
1
0
1
0
3
1
TA
5
Min2
0
null
Attchd
1,953
Unf
1
270
TA
TA
Y
66
0
0
0
0
0
null
GdWo
null
0
11
2,009
WD
Normal
123,000
645
535,304,100
20
RL
67
13,070
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,951
1,951
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
308
Unf
0
323
631
GasA
TA
Y
FuseA
1,112
0
0
1,112
0
0
1
0
2
1
TA
5
Typ
0
null
Basment
1,951
Unf
2
480
TA
TA
Y
0
0
0
0
255
0
null
null
null
0
10
2,009
WD
Normal
126,000
646
535,325,290
20
RL
60
10,434
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
4
5
1,955
1,955
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,005
1,005
GasA
TA
Y
SBrkr
1,005
0
0
1,005
0
0
1
0
2
1
Fa
5
Typ
1
TA
Detchd
1,977
Unf
2
672
Fa
Fa
Y
0
0
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
115,000
647
535,351,050
20
RL
75
14,559
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,951
2,000
Hip
CompShg
Wd Sdng
Wd Sdng
BrkCmn
70
Gd
TA
CBlock
TA
TA
No
BLQ
650
Rec
180
178
1,008
GasA
Ex
Y
SBrkr
1,363
0
0
1,363
1
0
1
0
2
1
TA
6
Min1
2
TA
CarPort
1,951
Unf
1
288
TA
TA
Y
324
42
0
0
168
0
null
null
Shed
2,000
6
2,009
WD
Normal
164,900
648
535,352,090
30
RL
80
8,480
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,945
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
BLQ
700
Unf
0
93
793
GasA
TA
Y
SBrkr
793
0
0
793
1
0
1
0
2
1
Fa
4
Typ
0
null
Detchd
1,945
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
113,000
649
535,353,040
20
RL
60
7,626
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
8
1,952
2,005
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
TA
TA
No
GLQ
931
Unf
0
100
1,031
GasA
Gd
Y
SBrkr
1,031
0
0
1,031
1
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,952
Unf
1
230
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
3
2,009
WD
Normal
145,500
650
535,353,060
20
RL
75
9,533
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,953
1,953
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
140
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
FuseA
1,210
0
0
1,210
0
0
1
1
2
1
TA
7
Typ
0
null
Attchd
1,953
Fin
1
616
TA
TA
Y
208
0
100
0
0
0
null
MnPrv
null
0
8
2,009
ConLD
Normal
102,900
651
535,353,140
190
RL
107
10,615
Pave
null
IR1
Bnk
AllPub
Corner
Mod
OldTown
Artery
Artery
2fmCon
2Story
3
5
1,900
1,970
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Fa
TA
Mn
BLQ
440
Unf
0
538
978
GasA
TA
Y
SBrkr
1,014
685
0
1,699
1
0
2
0
3
2
TA
7
Typ
0
null
CarPort
1,920
Unf
2
420
Fa
Fa
Y
0
74
0
0
0
0
null
null
null
0
8
2,009
WD
Abnorml
95,000
652
535,353,240
60
RL
78
11,419
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
2Story
7
7
1,948
1,999
Gable
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
699
Unf
0
0
699
GasA
Ex
Y
FuseA
801
726
0
1,527
1
0
1
1
3
1
TA
6
Typ
1
Gd
Attchd
1,948
Unf
2
410
TA
TA
Y
0
0
134
0
0
0
null
GdWo
null
0
12
2,009
WD
Normal
152,500
653
535,354,070
20
RL
60
9,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,950
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
BLQ
390
Unf
0
810
1,200
GasA
TA
Y
SBrkr
1,200
0
0
1,200
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,950
Fin
1
246
TA
TA
Y
126
0
0
0
0
0
null
GdWo
null
0
8
2,009
WD
Normal
129,900
654
535,354,100
20
RL
50
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,948
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
ALQ
680
Unf
0
292
972
GasA
Ex
Y
SBrkr
972
0
0
972
1
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,948
Unf
1
240
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
132,000
655
535,375,010
20
RL
53
5,470
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
3
5
1,958
1,958
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
792
792
GasA
Gd
Y
FuseA
792
0
0
792
0
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,958
Unf
1
366
Fa
TA
Y
0
90
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
99,900
656
535,375,050
50
RL
60
10,410
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
7
1,916
1,987
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
Fa
TA
No
Unf
0
Unf
0
660
660
GasA
Ex
Y
SBrkr
808
704
144
1,656
0
0
2
1
3
1
TA
8
Min2
0
null
Detchd
1,916
Unf
1
180
Fa
Fa
N
0
0
0
140
0
0
null
MnPrv
null
0
8
2,009
WD
Normal
135,000
657
535,376,060
60
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
7
1,939
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
BrkTil
TA
TA
No
Unf
0
Unf
0
676
676
GasA
Ex
Y
SBrkr
676
676
0
1,352
0
1
2
0
4
1
Gd
7
Typ
0
null
Detchd
1,939
Unf
2
720
TA
TA
Y
187
0
128
0
0
0
null
null
null
0
8
2,009
WD
Normal
149,000
658
535,377,150
70
RL
80
8,146
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
4
8
1,900
2,003
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
Gd
BrkTil
Fa
TA
No
Unf
0
Unf
0
405
405
GasA
Gd
Y
SBrkr
717
322
0
1,039
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,940
Unf
1
281
TA
TA
N
0
0
168
0
111
0
null
null
null
0
5
2,009
WD
Normal
114,000
659
535,378,020
30
RL
52
9,022
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
8
1,924
2,006
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
768
768
GasA
Ex
Y
SBrkr
792
0
0
792
0
0
1
0
2
1
Gd
5
Typ
0
null
Detchd
1,924
Unf
1
240
Fa
Fa
N
316
0
120
0
0
0
null
null
null
0
5
2,009
WD
Normal
109,500
660
535,378,120
30
RL
60
10,230
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
7
1,925
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,054
1,054
GasA
Ex
Y
SBrkr
1,078
0
0
1,078
0
0
1
0
3
1
Ex
6
Typ
0
null
Detchd
1,987
Unf
1
264
TA
TA
N
0
0
0
0
112
0
null
GdWo
null
0
12
2,009
WD
Normal
125,000
661
535,381,040
50
RL
60
10,410
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
4
5
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,313
1,313
GasA
TA
Y
SBrkr
1,313
0
1,064
2,377
0
0
2
0
3
1
Gd
8
Min2
1
TA
Detchd
1,954
Unf
2
528
TA
TA
Y
0
0
432
0
0
0
null
null
null
0
6
2,009
WD
Normal
142,900
662
535,382,100
70
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
2Story
7
9
1,910
2,008
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
Gd
PConc
TA
TA
No
Unf
0
Unf
0
560
560
GasA
Ex
Y
SBrkr
930
760
0
1,690
0
0
2
0
4
1
Gd
5
Typ
0
null
Detchd
2,008
Unf
2
624
TA
TA
Y
0
0
112
0
0
0
null
null
null
0
8
2,009
WD
Normal
156,500
663
535,383,060
30
RL
90
5,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1Story
2
5
1,940
1,950
Gable
CompShg
Stucco
Stucco
null
0
Fa
TA
PConc
Fa
TA
No
Unf
0
Unf
0
416
416
GasA
Gd
N
FuseA
599
0
0
599
1
0
1
0
2
1
Gd
4
Typ
0
null
null
null
null
0
0
null
null
N
0
81
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
59,000
664
535,383,070
50
RL
90
5,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
4
6
1,920
1,950
Gable
CompShg
CBlock
CBlock
null
0
Fa
TA
PConc
TA
TA
No
ALQ
315
Rec
105
420
840
GasA
Ex
Y
SBrkr
840
534
0
1,374
0
0
1
0
2
1
TA
6
Typ
0
null
Detchd
1,967
Fin
1
338
TA
TA
Y
0
0
198
0
0
0
null
null
null
0
10
2,009
WD
Normal
105,000
665
535,383,110
30
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
7
1,920
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
720
720
GasA
TA
N
SBrkr
846
0
0
846
0
0
1
0
2
1
Gd
4
Typ
0
null
Detchd
1,980
Fin
2
576
TA
TA
N
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
106,000
666
535,383,120
30
RL
60
10,800
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
3
5
1,890
1,998
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
630
630
GasA
TA
Y
FuseA
725
0
0
725
0
0
1
1
1
1
TA
4
Typ
0
null
Detchd
1,959
Unf
1
320
TA
TA
Y
0
30
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
78,500
667
535,402,010
90
RL
81
9,671
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
Duplex
2Story
6
5
1,969
1,969
Gable
CompShg
MetalSd
MetalSd
Stone
480
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,248
1,248
GasA
TA
Y
SBrkr
1,248
1,296
0
2,544
0
0
2
2
6
2
TA
12
Typ
0
null
Attchd
1,969
RFn
3
907
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
190,000
668
535,402,090
20
RL
83
10,143
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
7
1,963
1,963
Gable
CompShg
HdBoard
HdBoard
BrkFace
295
TA
TA
CBlock
TA
TA
No
Rec
384
Unf
0
996
1,380
GasA
Fa
Y
SBrkr
1,380
0
0
1,380
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,963
Unf
1
364
TA
TA
Y
0
0
0
0
216
0
null
GdWo
null
0
6
2,009
WD
Normal
154,000
669
535,402,270
20
RL
77
11,500
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
4
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
null
0
Fa
TA
CBlock
TA
Fa
No
BLQ
872
Rec
60
108
1,040
GasA
Gd
Y
SBrkr
1,040
0
0
1,040
1
0
1
0
3
1
TA
6
Min1
1
Po
Attchd
1,967
RFn
2
480
TA
TA
Y
0
0
156
0
0
0
null
MnPrv
null
0
5
2,009
WD
Normal
163,000
670
535,402,330
90
RL
91
11,643
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
Duplex
2Story
5
5
1,969
1,969
Gable
CompShg
MetalSd
MetalSd
BrkFace
368
TA
TA
CBlock
TA
TA
No
LwQ
500
Unf
0
748
1,248
GasA
TA
Y
SBrkr
1,338
1,296
0
2,634
1
1
2
2
6
2
TA
12
Typ
0
null
Detchd
1,969
Unf
4
968
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
200,000
671
535,403,190
20
RL
62
8,010
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
9
1,958
2,007
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
CBlock
TA
TA
Mn
GLQ
745
Unf
0
206
951
GasA
Gd
Y
SBrkr
951
0
0
951
1
0
1
0
2
1
Gd
6
Typ
0
null
Detchd
1,985
Unf
2
480
TA
TA
Y
0
0
42
0
0
0
null
null
Shed
450
9
2,009
WD
Normal
143,500
672
535,403,210
20
RL
90
10,454
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,957
1,957
Hip
CompShg
Plywood
Plywood
Stone
143
TA
TA
CBlock
TA
TA
No
Rec
546
Unf
0
559
1,105
GasA
Gd
Y
FuseA
1,105
0
0
1,105
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,957
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
135,000
673
535,403,280
20
RL
64
8,712
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,957
2,000
Hip
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
Mn
BLQ
860
Unf
0
132
992
GasA
TA
Y
SBrkr
1,306
0
0
1,306
1
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,968
Unf
1
756
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,009
WD
Normal
153,000
674
535,425,070
20
RL
null
17,600
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,960
1,960
Gable
CompShg
Wd Sdng
Wd Sdng
BrkFace
30
TA
TA
CBlock
TA
TA
No
BLQ
1,270
Unf
0
208
1,478
GasA
Ex
Y
FuseA
1,478
0
0
1,478
1
0
2
0
3
1
TA
6
Typ
2
Gd
Attchd
1,960
Unf
2
498
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
157,500
675
535,426,150
20
RL
80
9,000
Pave
null
IR1
HLS
AllPub
Inside
Mod
NAmes
Norm
Norm
1Fam
1Story
6
6
1,958
1,958
Flat
Tar&Grv
Wd Sdng
Wd Sdng
BrkFace
82
TA
TA
CBlock
Gd
TA
Gd
Unf
0
Unf
0
160
160
GasA
Fa
Y
SBrkr
1,142
0
0
1,142
0
0
1
0
2
1
TA
5
Typ
1
Gd
Basment
1,958
RFn
1
384
TA
TA
Y
0
28
64
0
0
0
null
null
null
0
4
2,009
WD
Normal
113,500
676
535,450,070
40
RL
60
12,144
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,949
1,950
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
CBlock
TA
TA
No
Rec
375
Unf
0
457
832
GasA
Gd
Y
SBrkr
1,036
0
232
1,268
0
0
1
0
3
1
TA
6
Typ
1
Gd
Attchd
1,949
Unf
1
288
TA
TA
Y
0
28
0
0
0
0
null
null
Othr
0
9
2,009
WD
Normal
133,000
677
535,450,160
90
RL
60
8,544
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
Duplex
1Story
3
4
1,950
1,950
Gable
CompShg
BrkFace
BrkFace
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
Wall
Fa
N
FuseA
1,040
0
0
1,040
0
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,987
Unf
2
400
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
92,900
678
535,450,200
50
RL
60
8,064
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
5
1,950
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
Rec
621
Unf
0
174
795
GasA
Gd
N
SBrkr
765
368
0
1,133
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,989
Unf
2
900
TA
TA
Y
0
0
0
0
231
0
null
null
null
0
12
2,009
COD
Abnorml
128,500
679
535,451,170
90
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
1Story
4
5
1,949
1,950
Gable
CompShg
BrkFace
Stone
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
Wall
Fa
N
FuseF
1,040
0
0
1,040
0
0
2
0
2
2
TA
6
Typ
0
null
Detchd
1,956
Unf
2
420
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
90,000
680
535,451,250
50
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1.5Fin
5
4
1,950
1,982
Gable
CompShg
VinylSd
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
180
BLQ
352
676
1,208
GasA
Gd
Y
FuseA
1,136
768
0
1,904
1
0
1
1
3
1
TA
7
Min1
0
null
Attchd
1,950
Unf
1
240
TA
TA
Y
0
0
168
0
0
0
null
GdPrv
null
0
5
2,009
WD
Normal
138,000
681
535,452,090
20
RL
71
7,350
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,958
1,958
Hip
CompShg
BrkFace
BrkFace
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
1,041
1,041
GasA
Gd
Y
SBrkr
1,041
0
0
1,041
0
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,958
RFn
1
294
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
3
2,009
WD
Normal
128,000
682
535,452,100
20
RL
70
7,560
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,958
1,965
Hip
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
TA
TA
No
LwQ
504
Unf
0
525
1,029
GasA
TA
Y
SBrkr
1,339
0
0
1,339
0
0
1
0
3
1
TA
6
Min1
0
null
Attchd
1,958
Unf
1
294
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,009
COD
Abnorml
139,000
683
535,452,140
20
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,952
1,952
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
Gd
No
ALQ
630
BLQ
102
0
732
GasA
TA
Y
SBrkr
732
0
0
732
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,952
Unf
1
240
TA
TA
Y
0
68
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
118,900
684
535,453,100
80
RL
80
8,000
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
SLvl
5
5
1,959
1,959
Gable
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
Gd
TA
Av
GLQ
433
Rec
95
0
528
GasA
TA
Y
SBrkr
1,183
0
0
1,183
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
288
TA
TA
Y
0
0
0
0
0
0
null
GdWo
null
0
7
2,009
WD
Normal
138,000
685
535,453,200
20
RL
70
7,931
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
BrkFace
Plywood
null
0
TA
TA
CBlock
TA
TA
No
BLQ
1,148
Unf
0
0
1,148
GasA
TA
Y
SBrkr
1,148
0
0
1,148
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
Unf
1
672
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
7
2,009
WD
Normal
132,500
686
535,454,100
50
RL
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
4
7
1,949
1,996
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
832
832
GasA
TA
Y
FuseF
832
629
0
1,461
0
0
2
0
4
1
TA
6
Typ
0
null
Detchd
1,949
Unf
1
384
TA
TA
Y
0
204
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
133,500
687
535,454,160
50
RL
60
8,064
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1.5Fin
6
7
1,948
1,994
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
LwQ
120
Unf
0
744
864
GasA
TA
Y
SBrkr
1,064
0
431
1,495
0
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,994
Unf
2
576
TA
TA
Y
180
36
0
0
0
0
null
null
null
0
8
2,009
COD
Abnorml
135,000
688
535,475,010
60
RL
76
7,570
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
2Story
6
5
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
BrkFace
420
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
780
780
GasA
TA
Y
SBrkr
993
813
0
1,806
0
0
1
1
4
1
TA
8
Typ
0
null
Attchd
1,964
Unf
2
483
TA
TA
Y
0
55
0
0
0
0
null
null
null
0
3
2,009
WD
Normal
144,750
689
535,476,110
90
RL
75
8,604
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
Duplex
SFoyer
5
7
1,978
1,978
Gable
CompShg
Plywood
Plywood
BrkFace
124
TA
Gd
CBlock
Gd
TA
Av
GLQ
941
Unf
0
0
941
GasA
Gd
Y
SBrkr
941
0
0
941
1
0
1
0
2
1
Gd
4
Typ
0
null
Attchd
1,978
Unf
2
564
TA
TA
Y
0
40
0
0
0
0
null
null
null
0
11
2,009
WD
Normal
145,000
690
535,476,240
20
RL
80
7,936
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,963
1,963
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
BLQ
826
Unf
0
219
1,045
GasA
TA
Y
SBrkr
1,045
0
0
1,045
1
0
1
0
3
1
TA
6
Typ
1
Fa
Attchd
1,963
RFn
1
264
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
4
2,009
WD
Normal
127,000
691
535,477,150
20
RL
60
6,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
PosN
Norm
1Fam
1Story
5
5
1,962
1,962
Hip
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
894
894
GasA
Gd
N
SBrkr
894
0
0
894
0
0
1
0
2
1
TA
5
Typ
0
null
Detchd
1,962
Unf
1
308
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
8
2,009
WD
Normal
109,500
692
902,101,010
50
RM
null
3,950
Pave
Grvl
Reg
Bnk
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
6
8
1,926
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
468
Unf
0
350
818
GasA
TA
Y
SBrkr
818
406
0
1,224
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,926
Unf
1
210
TA
TA
N
0
0
116
0
0
0
null
null
null
0
12
2,009
WD
Normal
115,000
693
902,102,080
50
RM
60
10,440
Pave
Grvl
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
6
1,910
1,981
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
440
440
GasA
Gd
Y
SBrkr
682
548
0
1,230
0
0
1
1
2
1
TA
5
Typ
0
null
Detchd
1,966
Unf
2
440
TA
TA
Y
74
0
128
0
0
0
null
MnPrv
null
0
5
2,009
WD
Normal
110,000
694
902,103,100
50
RM
68
4,080
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
6
8
1,935
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
901
901
GasA
Gd
Y
SBrkr
861
517
0
1,378
0
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,920
Unf
1
162
Fa
Fa
P
54
0
40
0
0
0
null
null
null
0
6
2,009
WD
Normal
128,900
695
902,103,120
90
RM
57
10,307
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
2Story
6
5
1,910
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Mn
LwQ
633
Unf
0
339
972
GasA
Gd
N
FuseA
972
972
0
1,944
1
0
2
0
4
2
TA
12
Typ
0
null
Detchd
1,920
Unf
2
324
Fa
TA
N
0
28
169
0
0
0
null
null
null
0
6
2,009
WD
Normal
103,500
696
902,103,170
50
RM
52
5,720
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
6
1,941
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
676
676
GasA
Ex
Y
SBrkr
676
455
0
1,131
0
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,941
Unf
1
200
TA
TA
Y
26
0
0
0
0
0
null
null
null
0
8
2,009
WD
Abnorml
66,500
697
902,105,050
50
RM
90
15,660
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
5
8
1,910
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
240
240
GasA
TA
Y
SBrkr
810
496
0
1,306
0
0
1
1
3
1
Gd
6
Typ
0
null
Detchd
1,959
Unf
2
472
Fa
TA
N
0
0
0
0
0
0
null
MnPrv
null
0
7
2,009
WD
Normal
130,000
698
902,105,060
70
RM
90
9,900
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
8
1,910
2,002
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
CBlock
TA
TA
No
Unf
0
Unf
0
504
504
GasA
Ex
Y
SBrkr
764
700
0
1,464
0
0
2
0
3
1
TA
7
Typ
0
null
null
null
null
0
0
null
null
N
0
0
176
0
0
0
null
null
null
0
3
2,009
WD
Normal
129,000
699
902,106,010
70
RM
57
6,406
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
6
1,939
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
ALQ
421
Unf
0
269
690
GasA
TA
Y
FuseA
868
690
0
1,558
0
0
1
1
3
1
TA
7
Typ
1
Gd
Detchd
1,939
Unf
2
400
TA
TA
Y
0
36
0
0
182
0
null
MnPrv
null
0
10
2,009
WD
Normal
150,000
700
902,106,060
70
RM
60
6,600
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
2Story
5
4
1,892
1,965
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Stone
TA
TA
No
Unf
0
Unf
0
994
994
GasA
TA
N
SBrkr
1,378
994
0
2,372
0
0
2
0
4
2
TA
11
Min2
0
null
Attchd
1,985
RFn
1
432
TA
TA
Y
0
287
0
0
0
0
null
null
null
0
12
2,009
WD
Normal
107,500