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PID
int64
MS SubClass
int64
MS Zoning
string
Lot Frontage
float64
Lot Area
int64
Street
string
Alley
string
Lot Shape
string
Land Contour
string
Utilities
string
Lot Config
string
Land Slope
string
Neighborhood
string
Condition 1
string
Condition 2
string
Bldg Type
string
House Style
string
Overall Qual
int64
Overall Cond
int64
Year Built
int64
Year Remod/Add
int64
Roof Style
string
Roof Matl
string
Exterior 1st
string
Exterior 2nd
string
Mas Vnr Type
string
Mas Vnr Area
float64
Exter Qual
string
Exter Cond
string
Foundation
string
Bsmt Qual
string
Bsmt Cond
string
Bsmt Exposure
string
BsmtFin Type 1
string
BsmtFin SF 1
float64
BsmtFin Type 2
string
BsmtFin SF 2
float64
Bsmt Unf SF
float64
Total Bsmt SF
float64
Heating
string
Heating QC
string
Central Air
string
Electrical
string
1st Flr SF
int64
2nd Flr SF
int64
Low Qual Fin SF
int64
Gr Liv Area
int64
Bsmt Full Bath
float64
Bsmt Half Bath
float64
Full Bath
int64
Half Bath
int64
Bedroom AbvGr
int64
Kitchen AbvGr
int64
Kitchen Qual
string
TotRms AbvGrd
int64
Functional
string
Fireplaces
int64
Fireplace Qu
string
Garage Type
string
Garage Yr Blt
float64
Garage Finish
string
Garage Cars
float64
Garage Area
float64
Garage Qual
string
Garage Cond
string
Paved Drive
string
Wood Deck SF
int64
Open Porch SF
int64
Enclosed Porch
int64
3Ssn Porch
int64
Screen Porch
int64
Pool Area
int64
Pool QC
string
Fence
string
Misc Feature
string
Misc Val
int64
Mo Sold
int64
Yr Sold
int64
Sale Type
string
Sale Condition
string
SalePrice
int64
905,101,070
20
RL
62
14,299
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
4
3
1,964
1,964
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
Rec
513
LwQ
144
348
1,005
GasA
TA
Y
SBrkr
1,005
0
0
1,005
1
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,964
Unf
2
440
TA
TA
N
0
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
115,400
905,101,330
90
RL
72
10,791
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
Duplex
1Story
4
5
1,967
1,967
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
TA
Y
SBrkr
1,296
0
0
1,296
0
0
2
0
2
2
TA
6
Typ
0
null
CarPort
1,967
Unf
2
516
TA
TA
Y
0
0
0
0
0
0
null
null
Shed
500
10
2,006
WD
Normal
90,000
903,454,090
50
RM
50
9,000
Pave
null
Reg
Bnk
AllPub
Inside
Gtl
IDOTRR
Norm
Norm
1Fam
1.5Fin
6
6
1,937
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
Gd
PConc
TA
TA
No
Unf
0
Unf
0
780
780
GasA
TA
Y
SBrkr
780
595
0
1,375
0
0
1
1
3
1
Gd
6
Typ
1
Gd
Detchd
1,979
Unf
1
544
TA
TA
P
0
162
0
0
126
0
null
null
null
0
12
2,007
WD
Normal
141,000
533,244,030
60
FV
68
7,379
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
484
Unf
0
491
975
GasA
Ex
Y
SBrkr
975
873
0
1,848
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
2
592
TA
TA
Y
280
184
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
254,000
909,252,020
70
RL
60
7,200
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SWISU
Feedr
Norm
1Fam
2Story
7
9
1,936
2,007
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
Gd
PConc
Gd
Gd
No
ALQ
350
BLQ
210
0
560
GasA
Ex
Y
SBrkr
575
560
0
1,135
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,971
RFn
2
576
TA
TA
Y
256
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
155,000
905,104,210
20
RL
70
8,521
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
5
1,967
1,967
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
842
Unf
0
70
912
GasA
TA
Y
SBrkr
912
0
0
912
0
0
1
0
3
1
TA
5
Typ
1
Fa
Detchd
1,974
Unf
1
336
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,010
WD
Normal
125,000
906,392,070
20
RL
64
7,314
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
82
Gd
TA
PConc
Gd
TA
Av
GLQ
724
Unf
0
508
1,232
GasA
Ex
Y
SBrkr
1,232
0
0
1,232
1
0
2
0
2
1
Gd
6
Typ
0
null
Attchd
2,007
RFn
2
632
TA
TA
Y
132
0
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
194,500
905,427,050
50
RL
66
21,780
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1.5Fin
6
7
1,918
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
Gd
TA
Mn
Unf
0
Unf
0
1,163
1,163
GasA
Ex
Y
SBrkr
1,163
511
0
1,674
0
0
2
0
4
1
TA
8
Typ
1
Gd
Detchd
1,955
Fin
2
396
TA
TA
N
72
36
0
0
144
0
null
null
null
0
7
2,008
WD
Normal
185,000
907,253,060
60
RL
null
10,316
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
7
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
735
Unf
0
257
992
GasA
Ex
Y
SBrkr
992
873
0
1,865
1
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
2,000
RFn
3
839
TA
TA
Y
0
184
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
235,000
902,401,030
40
RM
40
5,400
Pave
Pave
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
6
7
1,926
2,004
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
BrkTil
TA
TA
Mn
LwQ
370
Unf
0
779
1,149
GasA
Gd
Y
FuseA
1,149
467
0
1,616
0
0
2
0
3
1
Gd
5
Typ
0
null
Detchd
1,926
Unf
1
216
TA
TA
Y
0
0
183
0
0
0
null
null
null
0
10
2,007
WD
Normal
152,000
914,476,520
20
RL
129
9,196
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
7
5
2,003
2,003
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
No
Unf
0
Unf
0
1,560
1,560
GasA
Ex
Y
SBrkr
1,560
0
0
1,560
0
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,003
Fin
2
573
TA
TA
Y
100
150
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
201,000
528,174,040
120
RL
41
6,289
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
6
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
256
Gd
TA
PConc
Gd
TA
Av
ALQ
762
Unf
0
600
1,362
GasA
Ex
Y
SBrkr
1,362
0
0
1,362
1
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,005
RFn
2
460
TA
TA
Y
192
28
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
207,000
905,352,030
60
RL
83
10,005
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
2Story
7
5
1,977
1,977
Hip
CompShg
Plywood
Plywood
BrkFace
299
TA
TA
CBlock
Gd
TA
No
BLQ
392
Unf
0
768
1,160
GasA
Ex
Y
SBrkr
1,156
866
0
2,022
0
0
2
1
4
1
TA
8
Typ
1
TA
Attchd
1,977
Fin
2
505
TA
TA
Y
288
117
0
0
0
0
null
null
null
0
3
2,008
WD
Normal
192,000
534,126,090
20
RL
80
10,400
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
6
1,970
1,970
Hip
CompShg
Plywood
Plywood
BrkFace
288
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
1,304
1,304
GasA
Gd
Y
SBrkr
1,682
0
0
1,682
0
0
2
0
3
1
TA
7
Typ
1
Gd
Attchd
1,970
Unf
2
530
TA
TA
Y
98
0
0
0
0
0
null
MnPrv
null
0
5
2,008
WD
Normal
174,000
527,325,110
60
RL
92
11,952
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NWAmes
PosA
Norm
1Fam
2Story
7
6
1,977
1,977
Mansard
WdShake
WdShing
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
Unf
0
Unf
0
808
808
GasA
TA
Y
SBrkr
1,161
808
0
1,969
0
0
2
1
3
1
TA
8
Typ
1
Gd
Attchd
1,977
RFn
2
534
TA
TA
Y
0
0
0
0
276
0
null
null
null
0
11
2,007
WD
Normal
190,000
528,290,090
60
RL
null
7,750
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Gilbert
RRAn
Norm
1Fam
2Story
7
5
2,002
2,002
Gable
CompShg
VinylSd
VinylSd
null
null
Gd
TA
PConc
Gd
TA
No
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
2,002
Fin
2
403
TA
TA
Y
100
35
0
0
0
0
null
null
null
0
4
2,008
WD
Normal
176,000
528,322,020
60
RL
100
12,191
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,997
1,998
Hip
CompShg
VinylSd
VinylSd
BrkFace
515
Gd
TA
PConc
Gd
TA
Av
GLQ
1,181
Unf
0
598
1,779
GasA
Ex
Y
SBrkr
1,779
772
0
2,551
1
0
2
1
4
1
Gd
8
Typ
2
TA
Attchd
1,998
Fin
3
925
TA
TA
Y
76
61
0
0
0
0
null
null
null
0
6
2,007
WD
Normal
384,500
906,412,050
20
RL
91
11,778
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
CollgCr
PosN
Norm
1Fam
1Story
9
5
2,008
2,008
Hip
CompShg
VinylSd
VinylSd
Stone
402
Ex
TA
PConc
Ex
TA
Av
GLQ
1,153
Unf
0
598
1,751
GasA
Ex
Y
SBrkr
1,766
0
0
1,766
1
0
2
1
3
1
Ex
8
Typ
2
Gd
Attchd
2,008
Fin
3
874
TA
TA
Y
216
36
0
0
0
0
null
null
null
0
12
2,008
New
Partial
395,039
534,403,400
20
RL
null
10,368
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
6
1,964
1,964
Hip
CompShg
HdBoard
HdBoard
BrkFace
112
TA
TA
CBlock
TA
TA
No
ALQ
260
LwQ
748
0
1,008
GasA
Ex
Y
SBrkr
1,488
0
0
1,488
1
0
1
1
3
1
TA
7
Typ
1
Gd
Attchd
1,964
Fin
2
430
TA
TA
Y
154
60
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
167,000
535,105,090
80
RL
101
9,150
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
SLvl
6
5
1,962
1,962
Gable
Tar&Grv
Plywood
Plywood
BrkFace
305
TA
TA
CBlock
Gd
TA
Gd
GLQ
371
Unf
0
728
1,099
GasA
Gd
Y
SBrkr
1,431
0
0
1,431
0
1
1
0
3
1
TA
6
Typ
1
Gd
Basment
1,962
RFn
1
296
TA
TA
Y
64
110
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
165,000
916,460,060
20
RL
null
7,915
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
1Story
6
5
1,999
2,000
Hip
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Ex
TA
Mn
GLQ
1,223
Unf
0
443
1,666
GasA
Ex
Y
SBrkr
1,675
0
0
1,675
1
0
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,999
RFn
2
435
TA
TA
Y
165
52
0
0
0
0
null
null
null
0
12
2,008
WD
Normal
195,000
923,225,190
160
RM
41
2,665
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
MeadowV
Norm
Norm
TwnhsE
2Story
5
6
1,977
1,977
Gable
CompShg
CemntBd
CmentBd
null
0
TA
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
264
264
GasA
TA
Y
SBrkr
616
688
0
1,304
0
0
1
1
3
1
TA
5
Typ
1
TA
BuiltIn
1,977
RFn
1
336
TA
TA
Y
141
0
0
0
0
0
null
null
null
0
5
2,006
WD
Normal
104,500
527,325,240
20
RL
90
13,068
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
5
1,976
1,976
Hip
CompShg
HdBoard
HdBoard
BrkFace
621
TA
TA
PConc
Gd
TA
No
ALQ
890
Rec
48
273
1,211
GasA
TA
Y
SBrkr
1,211
0
0
1,211
1
0
2
0
3
1
Gd
6
Typ
1
Po
Attchd
1,976
Fin
2
461
TA
TA
Y
0
0
0
174
0
0
null
MnPrv
null
0
11
2,008
WD
Normal
161,000
528,172,050
20
RL
70
9,926
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
1Story
7
5
2,005
2,006
Gable
CompShg
VinylSd
VinylSd
BrkFace
210
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,178
Unf
0
436
1,614
GasA
Ex
Y
SBrkr
1,614
0
0
1,614
1
0
2
0
3
1
Gd
7
Typ
0
null
Attchd
2,005
RFn
3
878
TA
TA
Y
100
38
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
245,700
907,265,100
60
RL
96
11,690
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
2Story
8
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
192
Gd
TA
PConc
Gd
TA
Av
Unf
0
Unf
0
850
850
GasA
Ex
Y
SBrkr
886
878
0
1,764
0
0
2
1
3
1
Gd
7
Typ
1
TA
Attchd
1,999
Unf
2
560
TA
TA
Y
120
29
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
207,000
907,175,080
20
RL
null
8,696
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
CollgCr
Norm
Norm
1Fam
1Story
7
5
1,997
1,998
Gable
CompShg
VinylSd
VinylSd
BrkFace
150
TA
TA
PConc
Gd
TA
Gd
GLQ
1,308
Unf
0
110
1,418
GasA
Ex
Y
SBrkr
1,418
0
0
1,418
1
0
2
0
3
1
Gd
5
Typ
1
TA
Attchd
1,997
RFn
2
558
TA
TA
Y
208
110
0
0
0
0
null
null
null
0
5
2,008
WD
Normal
226,001
902,404,010
30
RM
90
8,100
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
5
6
1,948
1,973
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Rec
338
Unf
0
1,221
1,559
GasA
Gd
Y
SBrkr
1,559
0
0
1,559
1
0
1
0
2
1
TA
5
Min2
0
null
Detchd
1,948
Unf
2
812
TA
TA
Y
0
116
230
0
0
0
null
GdWo
null
0
6
2,007
COD
Normal
153,500
916,403,040
20
RL
42
10,331
Pave
null
Reg
Lvl
AllPub
CulDSac
Gtl
Timber
Norm
Norm
1Fam
1Story
7
7
1,985
1,985
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
215
BLQ
80
970
1,265
GasA
Gd
Y
SBrkr
1,240
0
0
1,240
0
1
2
0
3
1
Gd
6
Typ
0
null
Attchd
1,985
Unf
2
528
TA
TA
Y
232
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
174,000
902,327,040
50
RM
60
10,800
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Artery
Norm
1Fam
1.5Fin
5
6
1,915
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
PConc
Fa
TA
No
LwQ
686
Unf
0
0
686
GasA
TA
Y
SBrkr
966
686
0
1,652
1
0
2
0
4
1
TA
7
Typ
0
null
Detchd
1,961
Unf
1
416
TA
TA
Y
0
0
196
0
0
0
null
null
Shed
1,200
6
2,010
WD
Normal
139,000
909,101,330
30
RL
60
8,088
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
Edwards
Feedr
Norm
1Fam
1Story
2
3
1,922
1,955
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
498
498
GasA
TA
N
FuseF
498
0
0
498
0
0
1
0
1
1
TA
3
Typ
0
null
Detchd
1,922
Unf
1
216
Fa
Fa
N
0
0
100
0
0
0
null
null
null
0
2
2,006
ConLD
Normal
35,000
535,179,050
20
RL
69
14,850
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,957
1,957
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
Rec
895
Unf
0
197
1,092
GasA
TA
Y
FuseA
1,092
0
0
1,092
1
0
1
0
2
1
TA
6
Typ
1
TA
Attchd
1,957
Fin
1
299
TA
TA
Y
268
0
0
0
122
0
null
MnWw
null
0
5
2,006
WD
Normal
141,000
527,161,010
60
RL
100
10,839
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
Gilbert
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
926
926
GasA
Ex
Y
SBrkr
926
678
0
1,604
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,997
Fin
2
470
TA
TA
Y
0
36
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
181,000
527,182,190
120
RL
null
6,820
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,985
1,985
Gable
CompShg
HdBoard
HdBoard
null
0
Gd
TA
PConc
Gd
TA
Av
GLQ
368
BLQ
1,120
0
1,488
GasA
TA
Y
SBrkr
1,502
0
0
1,502
1
0
1
1
1
1
Gd
4
Typ
0
null
Attchd
1,985
RFn
2
528
TA
TA
Y
0
54
0
0
140
0
null
null
null
0
6
2,010
WD
Normal
212,000
527,403,040
20
RL
61
7,930
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
8
1,969
2,005
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
GLQ
439
LwQ
472
115
1,026
GasA
Gd
Y
SBrkr
1,026
0
0
1,026
1
0
1
0
3
1
Gd
5
Typ
0
null
Detchd
1,969
RFn
2
440
TA
TA
Y
171
48
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
156,000
923,201,100
20
RL
75
12,518
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,968
1,968
Gable
CompShg
HdBoard
HdBoard
BrkFace
182
TA
TA
CBlock
TA
TA
No
ALQ
532
Unf
0
476
1,008
GasA
Gd
Y
SBrkr
1,008
0
0
1,008
0
0
1
0
3
1
Gd
6
Typ
0
null
Attchd
1,968
Unf
1
384
TA
TA
Y
144
0
0
0
0
0
null
MnPrv
null
0
4
2,009
WD
Normal
139,500
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
906,477,110
80
RL
80
8,816
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
ClearCr
Norm
Norm
1Fam
SLvl
6
7
1,971
1,971
Gable
CompShg
HdBoard
HdBoard
BrkFace
80
TA
TA
CBlock
TA
TA
Av
GLQ
504
Unf
0
506
1,010
GasA
Gd
Y
SBrkr
1,052
0
0
1,052
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,971
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
6
2,010
WD
Normal
155,000
902,207,130
30
RM
68
9,656
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1Story
2
2
1,923
1,970
Gable
CompShg
AsbShng
AsbShng
null
0
TA
Fa
BrkTil
Fa
Fa
No
Unf
0
Unf
0
678
678
GasA
TA
N
SBrkr
832
0
0
832
0
0
1
0
2
1
TA
5
Typ
1
Gd
Detchd
1,928
Unf
2
780
Fa
Fa
N
0
0
0
0
0
0
null
null
null
0
6
2,010
WD
Abnorml
12,789
903,475,020
20
RM
49
8,235
Pave
null
IR1
HLS
AllPub
Inside
Gtl
OldTown
Feedr
RRNn
1Fam
1Story
5
7
1,955
1,995
Gable
CompShg
MetalSd
MetalSd
null
0
TA
Gd
CBlock
TA
TA
No
LwQ
180
Rec
645
0
825
GasA
TA
Y
SBrkr
825
0
0
825
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,963
RFn
2
720
TA
TA
Y
140
50
0
0
0
0
null
MnPrv
null
0
6
2,008
WD
Normal
125,000
534,201,260
20
RL
78
9,360
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Feedr
Norm
1Fam
1Story
6
7
1,968
2,004
Hip
CompShg
HdBoard
HdBoard
BrkFace
203
TA
TA
CBlock
TA
TA
Av
ALQ
760
Unf
0
216
976
GasA
TA
Y
SBrkr
976
0
0
976
1
0
1
0
2
1
Gd
4
Typ
1
Fa
Attchd
1,968
RFn
2
504
TA
TA
Y
94
0
0
0
0
0
null
null
null
0
8
2,006
WD
Abnorml
157,500
531,452,050
120
RL
50
7,175
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
SawyerW
Norm
Norm
TwnhsE
1Story
6
5
1,984
1,984
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
Gd
TA
No
ALQ
623
LwQ
121
0
744
GasA
TA
Y
SBrkr
752
0
0
752
1
0
1
0
2
1
TA
4
Typ
0
null
Attchd
1,984
Unf
1
264
TA
TA
Y
353
0
0
0
90
0
null
MnPrv
null
0
2
2,010
WD
Normal
125,000
903,450,110
90
RM
110
8,472
Grvl
null
IR2
Bnk
AllPub
Corner
Mod
IDOTRR
RRNn
Norm
Duplex
1Story
5
5
1,963
1,963
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
TA
CBlock
Gd
TA
Gd
LwQ
104
GLQ
712
0
816
GasA
TA
N
SBrkr
816
0
0
816
1
0
1
0
2
1
TA
5
Typ
0
null
CarPort
1,963
Unf
2
516
TA
TA
Y
106
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
110,000
535,456,050
90
RL
113
8,513
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
Duplex
1Story
5
5
1,961
1,961
Gable
CompShg
BrkFace
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
Av
Unf
0
Unf
0
1,800
1,800
GasA
TA
N
SBrkr
1,800
0
0
1,800
0
0
2
0
6
2
TA
10
Typ
0
null
null
null
null
0
0
null
null
N
0
0
0
0
0
0
null
null
null
0
11
2,008
WD
Abnorml
130,000
528,366,070
60
RL
88
11,762
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,992
1,993
Gable
CompShg
VinylSd
VinylSd
BrkFace
309
Gd
TA
PConc
Ex
TA
No
GLQ
335
Unf
0
770
1,105
GasA
Ex
Y
SBrkr
1,105
1,097
0
2,202
1
0
2
1
4
1
Gd
9
Typ
1
TA
Attchd
1,992
RFn
2
517
TA
TA
Y
0
65
0
0
144
0
null
null
null
0
9
2,007
WD
Normal
263,000
528,181,050
120
RL
41
7,132
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
TwnhsE
1Story
8
5
2,006
2,006
Gable
CompShg
VinylSd
VinylSd
Stone
178
Gd
TA
PConc
Gd
TA
Mn
GLQ
24
Unf
0
1,346
1,370
GasA
Ex
Y
SBrkr
1,370
0
0
1,370
0
0
2
0
2
1
Gd
6
Typ
1
Gd
Attchd
2,006
RFn
2
484
TA
TA
Y
120
49
0
0
0
0
null
null
null
0
4
2,010
WD
Normal
205,000
903,430,090
50
RM
59
5,310
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Feedr
Norm
1Fam
1.5Fin
6
8
1,910
2,003
Hip
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
Fa
No
Unf
0
Unf
0
485
485
GasA
Gd
Y
SBrkr
1,001
634
0
1,635
0
0
1
0
2
1
Gd
5
Typ
0
null
Attchd
1,950
Unf
1
255
Fa
TA
Y
394
0
0
0
0
0
null
null
null
0
6
2,006
WD
Normal
117,000
909,475,070
20
RL
null
32,668
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
Crawfor
Norm
Norm
1Fam
1Story
6
3
1,957
1,975
Hip
CompShg
Wd Sdng
Stone
null
null
Gd
TA
PConc
TA
TA
No
Rec
1,219
Unf
0
816
2,035
GasA
TA
Y
SBrkr
2,515
0
0
2,515
1
0
3
0
4
2
TA
9
Maj1
2
TA
Attchd
1,975
RFn
2
484
TA
TA
Y
0
0
200
0
0
0
null
null
null
0
3
2,007
WD
Alloca
200,624
535,478,070
20
RL
74
7,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Artery
Norm
1Fam
1Story
7
6
1,962
1,962
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
CBlock
TA
TA
No
LwQ
809
Unf
0
236
1,045
GasA
Gd
Y
SBrkr
1,045
0
0
1,045
1
0
1
0
3
1
TA
6
Typ
0
null
Detchd
1,962
Unf
2
528
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
120,000
534,477,030
20
RL
89
10,680
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
3
1,951
1,951
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
44
TA
TA
CBlock
TA
Fa
No
LwQ
756
Unf
0
1,380
2,136
GasA
TA
N
FuseA
2,136
0
0
2,136
0
0
2
0
4
1
TA
7
Mod
0
null
Detchd
1,951
Unf
2
528
TA
TA
Y
0
30
0
0
0
0
null
MnPrv
null
0
10
2,006
WD
Normal
137,900
533,250,050
120
RL
38
14,963
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Veenker
Norm
Norm
TwnhsE
1Story
8
5
1,996
1,996
Gable
CompShg
BrkFace
BrkFace
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
786
Unf
0
474
1,260
GasA
Ex
Y
SBrkr
1,288
0
0
1,288
1
0
1
1
1
1
Ex
4
Typ
2
Gd
Attchd
1,996
Fin
2
500
TA
TA
Y
120
30
0
0
224
0
null
null
null
0
12
2,008
WD
Normal
245,500
908,227,030
50
RL
62
8,707
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
Edwards
Feedr
Norm
1Fam
1.5Fin
4
5
1,924
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
1,093
1,093
GasA
TA
N
FuseF
1,093
576
0
1,669
0
0
1
1
4
1
TA
9
Min2
0
null
Attchd
1,924
Unf
1
288
Fa
TA
Y
0
0
56
0
0
0
null
null
null
0
5
2,006
WD
AdjLand
107,000
528,327,070
60
RL
106
12,720
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
2,000
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
150
Gd
TA
PConc
Gd
TA
Mn
GLQ
1,173
Unf
0
282
1,455
GasA
Ex
Y
SBrkr
1,466
1,221
0
2,687
1
0
2
1
4
1
Gd
10
Typ
2
TA
BuiltIn
2,000
RFn
3
810
TA
TA
Y
252
30
0
0
0
0
null
null
null
0
9
2,009
WD
Normal
327,000
905,477,010
20
RL
77
8,335
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Edwards
Norm
Norm
1Fam
1Story
5
5
1,954
1,954
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
Slab
null
null
null
null
0
null
0
0
0
GasA
Gd
Y
SBrkr
1,124
0
0
1,124
0
0
1
0
3
1
TA
5
Min2
1
Gd
null
null
null
0
0
null
null
N
0
36
190
0
0
0
null
null
null
0
4
2,006
WD
Normal
93,000
535,176,050
20
RL
80
11,600
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
6
5
1,960
1,960
Hip
CompShg
Wd Sdng
Wd Sdng
BrkFace
175
TA
TA
CBlock
TA
TA
No
Rec
565
Unf
0
818
1,383
GasA
TA
Y
SBrkr
1,383
0
0
1,383
0
0
1
1
3
1
TA
7
Typ
0
null
Attchd
1,960
RFn
1
292
TA
TA
Y
0
45
0
0
0
0
null
null
null
0
4
2,006
WD
Normal
145,250
535,305,030
20
RL
60
7,350
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
7
1,951
1,951
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Mn
ALQ
852
Unf
0
100
952
GasA
TA
Y
SBrkr
952
0
0
952
1
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,988
Unf
2
840
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,008
COD
Abnorml
139,000
528,294,050
80
RL
64
7,848
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
SLvl
7
6
1,999
1,999
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
384
384
GasA
Ex
Y
SBrkr
774
656
0
1,430
0
0
2
1
3
1
TA
7
Typ
1
TA
BuiltIn
1,999
Fin
2
410
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
168,000
914,478,045
80
RL
null
12,328
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
SLvl
6
5
1,976
1,976
Gable
CompShg
HdBoard
HdBoard
BrkFace
335
TA
TA
CBlock
TA
TA
Av
GLQ
539
Unf
0
473
1,012
GasA
TA
Y
SBrkr
1,034
0
0
1,034
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,976
Unf
3
888
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
5
2,010
WD
Normal
169,900
907,203,110
20
RL
120
10,356
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
CollgCr
Norm
Norm
1Fam
1Story
5
6
1,975
1,975
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
Av
BLQ
716
Unf
0
253
969
GasA
TA
Y
SBrkr
969
0
0
969
0
0
1
1
3
1
TA
5
Typ
0
null
Attchd
1,975
Unf
2
440
TA
TA
Y
0
0
0
0
0
0
null
MnPrv
null
0
1
2,007
WD
Normal
122,000
907,200,290
60
RL
null
10,900
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
7
1,977
1,977
Gable
CompShg
HdBoard
HdBoard
BrkFace
153
TA
TA
CBlock
Gd
TA
No
GLQ
378
Unf
0
311
689
GasA
Ex
Y
SBrkr
689
703
0
1,392
0
0
1
1
3
1
TA
6
Typ
0
null
Attchd
1,977
Fin
1
299
TA
TA
Y
0
36
0
0
0
0
null
MnPrv
Shed
450
3
2,010
WD
Normal
161,750
923,230,040
90
RL
63
9,297
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
Duplex
1Story
5
5
1,976
1,976
Gable
CompShg
Plywood
Plywood
null
0
TA
TA
CBlock
TA
TA
No
ALQ
1,606
Unf
0
122
1,728
GasA
TA
Y
SBrkr
1,728
0
0
1,728
2
0
2
0
4
2
TA
8
Typ
0
null
Detchd
1,976
Unf
2
560
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,006
WD
Family
188,000
905,107,070
60
RL
74
7,844
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Norm
Norm
1Fam
2Story
6
7
1,978
1,978
Hip
CompShg
HdBoard
HdBoard
BrkFace
203
TA
TA
CBlock
TA
TA
No
ALQ
209
Unf
0
463
672
GasA
TA
Y
SBrkr
672
728
0
1,400
0
0
1
1
3
1
TA
6
Typ
1
TA
Attchd
1,978
Fin
2
440
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
3
2,006
WD
Normal
149,500
528,178,070
60
RL
130
16,900
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,001
2,002
Gable
CompShg
VinylSd
VinylSd
BrkFace
1,110
Gd
TA
PConc
Ex
TA
Mn
GLQ
1,075
Unf
0
404
1,479
GasA
Ex
Y
SBrkr
1,515
1,134
0
2,649
1
0
2
1
4
1
Gd
10
Typ
1
TA
Attchd
2,001
Fin
3
746
TA
TA
Y
0
60
0
0
0
0
null
null
null
0
1
2,008
WD
Normal
421,250
916,477,020
60
RL
85
12,244
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Timber
Norm
Norm
1Fam
2Story
8
5
2,003
2,003
Hip
CompShg
VinylSd
VinylSd
Stone
226
Gd
TA
PConc
Gd
TA
Gd
GLQ
871
Unf
0
611
1,482
GasA
Ex
Y
SBrkr
1,482
780
0
2,262
1
0
2
1
4
1
Gd
10
Typ
2
Gd
Attchd
2,003
Fin
3
749
TA
TA
Y
168
0
0
0
0
0
null
null
null
0
8
2,008
WD
Normal
305,000
911,204,100
30
C (all)
66
8,712
Grvl
null
Reg
Lvl
AllPub
Corner
Gtl
IDOTRR
Norm
Norm
1Fam
1Story
4
7
1,896
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
Fa
Fa
CBlock
TA
TA
No
Unf
0
Unf
0
756
756
GasA
Gd
Y
SBrkr
952
0
0
952
0
0
1
0
3
1
TA
5
Typ
0
null
Detchd
1,896
RFn
1
330
TA
TA
N
0
0
265
0
0
0
null
null
null
0
6
2,010
WD
Alloca
50,138
535,152,130
20
RL
null
8,050
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
5
1,959
1,959
Hip
CompShg
MetalSd
MetalSd
BrkFace
150
TA
TA
CBlock
TA
TA
No
BLQ
856
Rec
162
125
1,143
GasA
TA
Y
SBrkr
1,143
0
0
1,143
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,959
RFn
1
308
TA
TA
Y
0
0
0
0
0
0
null
GdPrv
null
0
5
2,010
WD
Normal
136,000
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
534,427,140
20
RL
75
7,388
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NAmes
Norm
Norm
1Fam
1Story
5
6
1,959
2,002
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
Rec
405
Unf
0
658
1,063
GasA
Gd
Y
SBrkr
1,327
0
0
1,327
1
0
1
0
3
1
Gd
7
Typ
0
null
Detchd
1,974
Unf
2
624
TA
TA
Y
0
0
0
0
0
0
null
null
null
0
7
2,007
WD
Normal
150,750
528,441,080
20
RL
75
10,084
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
1Fam
1Story
8
5
2,004
2,005
Gable
CompShg
VinylSd
VinylSd
Stone
186
Gd
TA
PConc
Ex
TA
Av
GLQ
1,369
Unf
0
317
1,686
GasA
Ex
Y
SBrkr
1,694
0
0
1,694
1
0
2
0
3
1
Gd
7
Typ
1
Gd
Attchd
2,004
RFn
2
636
TA
TA
Y
255
57
0
0
0
0
null
null
null
0
8
2,007
WD
Normal
307,000
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
535,380,110
30
RL
60
5,400
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
OldTown
Norm
Norm
1Fam
1Story
4
7
1,940
2,005
Gambrel
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
TA
TA
No
Unf
0
Unf
0
672
672
GasA
Gd
Y
SBrkr
672
0
0
672
0
0
1
0
2
1
TA
4
Typ
0
null
Detchd
1,997
Unf
1
308
TA
TA
N
88
108
0
0
0
0
null
null
null
0
7
2,008
WD
Normal
86,900
527,301,010
20
RL
91
14,145
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
7
7
1,984
1,998
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
Gd
TA
CBlock
Gd
TA
Mn
ALQ
213
Unf
0
995
1,208
GasA
Ex
Y
SBrkr
1,621
0
0
1,621
1
0
2
0
3
1
Gd
8
Typ
0
null
Attchd
1,984
RFn
2
440
TA
TA
Y
108
45
0
0
0
0
null
null
Shed
400
5
2,006
WD
Normal
202,500
902,401,090
90
RM
33
5,976
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
Duplex
2Story
5
7
1,920
1,950
Hip
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
PConc
TA
TA
No
Unf
0
Unf
0
624
624
GasA
Gd
N
FuseA
624
624
0
1,248
0
0
2
0
2
2
TA
8
Typ
0
null
null
null
null
0
0
null
null
N
0
130
256
0
0
0
null
null
null
0
12
2,006
WD
Normal
93,500
903,205,040
30
RL
null
8,854
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
BrkSide
Norm
Norm
1Fam
1.5Unf
6
6
1,916
1,950
Gable
CompShg
Wd Sdng
Wd Sdng
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
952
952
Grav
Fa
N
FuseF
952
0
0
952
0
0
1
0
2
1
Fa
4
Typ
1
Gd
Detchd
1,916
Unf
1
192
Fa
Po
P
0
98
0
0
40
0
null
null
null
0
5
2,009
WD
Normal
121,000
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
528,344,100
60
RL
98
12,203
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NoRidge
Norm
Norm
1Fam
2Story
8
5
1,998
1,999
Hip
CompShg
VinylSd
VinylSd
BrkFace
975
Gd
TA
PConc
Gd
TA
No
GLQ
854
Unf
0
371
1,225
GasA
Ex
Y
SBrkr
1,276
1,336
0
2,612
1
0
2
1
4
1
Gd
8
Typ
1
TA
Attchd
1,998
Fin
3
676
TA
TA
Y
250
0
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
336,000
914,467,050
60
RL
null
11,050
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
2Story
7
5
1,996
1,997
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
PConc
Gd
TA
Mn
Unf
0
Unf
0
910
910
GasA
Ex
Y
SBrkr
910
910
0
1,820
0
0
2
1
3
1
Gd
8
Typ
1
TA
Attchd
1,996
Unf
3
816
TA
TA
Y
318
32
0
0
0
0
null
null
null
0
9
2,008
WD
Normal
213,000
905,200,010
20
RL
null
8,169
Pave
null
Reg
Lvl
AllPub
Corner
Gtl
Sawyer
Feedr
Norm
1Fam
1Story
5
7
1,966
1,966
Gable
CompShg
Plywood
Plywood
null
0
TA
Gd
CBlock
TA
TA
No
Rec
216
ALQ
435
261
912
GasA
Ex
Y
SBrkr
912
0
0
912
1
0
1
0
3
1
Gd
6
Typ
0
null
Detchd
1,966
Unf
1
315
TA
TA
Y
204
0
0
0
0
0
null
MnPrv
null
0
7
2,007
WD
Normal
129,000
527,107,020
60
RL
null
13,041
Pave
null
IR2
Lvl
AllPub
Inside
Gtl
Gilbert
Norm
Norm
1Fam
2Story
6
5
1,995
1,995
Gable
CompShg
HdBoard
HdBoard
null
0
TA
TA
PConc
Gd
TA
No
Unf
0
Unf
0
781
781
GasA
Gd
Y
SBrkr
781
890
0
1,671
0
0
2
1
3
1
TA
7
Typ
1
TA
Attchd
1,995
Fin
2
423
TA
TA
Y
0
84
0
0
0
0
null
null
null
0
2
2,006
WD
Normal
170,000
528,102,040
20
RL
96
12,456
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
NridgHt
Norm
Norm
1Fam
1Story
10
5
2,006
2,007
Hip
CompShg
CemntBd
CmentBd
Stone
230
Ex
TA
PConc
Ex
TA
Gd
GLQ
1,172
Unf
0
528
1,700
GasA
Ex
Y
SBrkr
1,718
0
0
1,718
1
0
2
0
3
1
Ex
7
Typ
1
Gd
Attchd
2,008
Fin
3
786
TA
TA
Y
216
48
0
0
0
0
null
null
null
0
7
2,009
WD
Normal
337,500
527,214,060
60
RL
82
16,052
Pave
null
IR1
Lvl
AllPub
CulDSac
Gtl
StoneBr
Norm
Norm
1Fam
2Story
10
5
2,006
2,006
Hip
CompShg
VinylSd
VinylSd
Stone
734
Ex
TA
PConc
Ex
TA
No
GLQ
1,206
Unf
0
644
1,850
GasA
Ex
Y
SBrkr
1,850
848
0
2,698
1
0
2
1
4
1
Ex
11
Typ
1
Gd
Attchd
2,006
RFn
3
736
TA
TA
Y
250
0
0
0
0
0
null
null
null
0
7
2,006
New
Partial
535,000
907,414,080
60
RL
64
8,633
Pave
null
Reg
Lvl
AllPub
FR2
Gtl
CollgCr
Norm
Norm
1Fam
2Story
6
5
2,005
2,005
Gable
CompShg
VinylSd
VinylSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
193
Unf
0
545
738
GasA
Ex
Y
SBrkr
738
738
0
1,476
1
0
2
1
3
1
Gd
7
Typ
0
null
Attchd
2,005
Fin
2
540
TA
TA
Y
100
35
0
0
0
0
null
null
null
0
2
2,009
WD
Normal
173,500
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
902,205,030
50
RM
50
5,925
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
1Fam
1.5Fin
3
6
1,910
1,950
Gable
CompShg
VinylSd
VinylSd
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
600
600
Grav
Fa
N
SBrkr
600
368
0
968
0
0
1
0
2
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
GdWo
null
0
5
2,009
WD
Abnorml
37,900
534,176,140
20
RL
88
10,738
Pave
null
IR1
Lvl
AllPub
Corner
Gtl
NWAmes
Norm
Norm
1Fam
1Story
6
7
1,966
1,966
Hip
CompShg
HdBoard
HdBoard
null
0
TA
TA
CBlock
TA
TA
No
ALQ
792
Unf
0
301
1,093
GasA
Gd
Y
SBrkr
1,093
0
0
1,093
1
0
2
0
3
1
TA
6
Typ
1
Fa
Attchd
1,966
RFn
2
484
TA
TA
Y
224
0
0
0
0
0
null
MnPrv
Shed
400
11
2,007
WD
Normal
158,500
905,101,100
50
RL
54
6,342
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
Norm
1Fam
1.5Fin
5
8
1,875
1,996
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
Unf
0
Unf
0
780
780
GasA
Gd
N
SBrkr
780
240
0
1,020
0
0
1
0
2
1
TA
6
Typ
0
null
null
null
null
0
0
null
null
N
0
0
176
0
0
0
null
null
null
0
5
2,010
WD
Normal
94,000
528,142,040
60
RL
74
8,834
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
NridgHt
Norm
Norm
1Fam
2Story
9
5
2,004
2,005
Hip
CompShg
VinylSd
VinylSd
Stone
216
Gd
TA
PConc
Ex
TA
No
GLQ
1,170
Unf
0
292
1,462
GasA
Ex
Y
SBrkr
1,462
762
0
2,224
1
0
2
1
4
1
Ex
10
Typ
1
Gd
Attchd
2,004
Fin
3
738
TA
TA
Y
184
0
0
0
0
0
null
null
null
0
6
2,009
WD
Normal
350,000
903,425,110
70
RM
50
10,300
Pave
null
IR1
Bnk
AllPub
Inside
Gtl
OldTown
RRAn
Feedr
1Fam
2Story
7
6
1,921
1,950
Gable
CompShg
Stucco
Stucco
null
0
TA
TA
BrkTil
TA
TA
No
Unf
0
Unf
0
576
576
GasA
Gd
Y
SBrkr
902
808
0
1,710
0
0
2
0
3
1
TA
9
Typ
0
null
Detchd
1,990
Unf
2
480
TA
TA
Y
12
11
64
0
0
0
null
GdPrv
null
0
4
2,010
WD
Normal
140,000
908,203,100
20
RL
64
6,410
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,958
1,958
Hip
CompShg
WdShing
Wd Shng
null
0
TA
TA
CBlock
TA
TA
No
Unf
0
Unf
0
960
960
GasA
Ex
Y
SBrkr
960
0
0
960
0
0
1
0
3
1
TA
5
Typ
0
null
null
null
null
0
0
null
null
Y
0
0
0
0
0
0
null
MnPrv
null
0
5
2,010
WD
Normal
90,000
528,118,060
60
RL
59
23,303
Pave
null
IR3
Lvl
AllPub
CulDSac
Gtl
NridgHt
Norm
Norm
1Fam
2Story
8
5
2,007
2,007
Gable
CompShg
VinylSd
VinylSd
Stone
20
Gd
TA
PConc
Ex
TA
Av
GLQ
1,230
Unf
0
278
1,508
GasA
Ex
Y
SBrkr
1,508
1,012
0
2,520
1
0
2
1
5
1
Ex
10
Typ
1
Gd
BuiltIn
2,007
Fin
3
640
TA
TA
Y
192
273
0
0
0
0
null
null
null
0
6
2,009
WD
Family
409,900
923,229,100
80
RL
null
15,957
Pave
null
IR1
Low
AllPub
Corner
Mod
Mitchel
Norm
Norm
1Fam
SLvl
6
6
1,977
1,977
Gable
CompShg
HdBoard
Plywood
null
0
TA
TA
PConc
Gd
TA
Gd
GLQ
1,148
Unf
0
96
1,244
GasA
TA
Y
SBrkr
1,356
0
0
1,356
2
0
2
0
3
1
TA
6
Typ
1
TA
Attchd
1,977
Fin
2
528
TA
TA
Y
1,424
0
0
0
0
0
null
MnPrv
null
0
9
2,007
WD
Normal
188,000
533,352,075
90
RL
null
18,890
Pave
null
IR1
Lvl
AllPub
Inside
Gtl
Sawyer
Feedr
RRAe
Duplex
1.5Fin
5
5
1,977
1,977
Shed
CompShg
Plywood
Plywood
null
1
TA
TA
CBlock
Gd
TA
No
GLQ
498
Rec
211
652
1,361
GasA
Ex
Y
SBrkr
1,361
1,259
0
2,620
0
0
2
2
4
2
TA
12
Typ
1
TA
BuiltIn
1,977
RFn
2
600
TA
TA
N
155
24
145
0
0
0
null
null
Gar2
8,300
8
2,007
WD
Normal
190,000
903,230,110
50
RM
60
5,520
Pave
null
IR1
Lvl
AllPub
FR2
Gtl
BrkSide
Feedr
Norm
1Fam
1.5Fin
5
7
1,920
1,997
Gable
CompShg
AsbShng
AsbShng
null
0
TA
Gd
BrkTil
TA
TA
No
ALQ
68
Unf
0
497
565
GasA
TA
Y
SBrkr
565
651
0
1,216
1
0
1
0
3
1
TA
6
Typ
1
Gd
BuiltIn
1,920
RFn
1
355
Fa
TA
Y
0
0
180
0
0
0
null
MnPrv
null
0
4
2,008
WD
Normal
115,000
527,427,200
120
RH
26
10,943
Pave
null
IR2
Lvl
AllPub
FR2
Gtl
NAmes
Norm
Norm
TwnhsE
1Story
6
5
1,997
1,998
Gable
CompShg
MetalSd
MetalSd
null
0
Gd
TA
PConc
Gd
TA
No
GLQ
930
Unf
0
475
1,405
GasA
Ex
Y
SBrkr
1,337
0
0
1,337
1
0
2
0
2
1
Gd
5
Typ
1
TA
Attchd
1,997
Fin
2
522
TA
TA
Y
0
68
0
0
0
0
null
null
null
0
10
2,007
WD
Normal
177,000
527,184,110
120
RL
35
5,118
Pave
null
IR1
HLS
AllPub
Inside
Gtl
StoneBr
Norm
Norm
TwnhsE
1Story
8
5
1,990
1,990
Gable
CompShg
CemntBd
CmentBd
null
0
Gd
TA
PConc
Gd
TA
Gd
GLQ
926
Unf
0
386
1,312
GasA
Gd
Y
SBrkr
1,321
0
0
1,321
1
0
1
0
1
1
Gd
4
Typ
1
TA
Attchd
1,990
RFn
2
484
TA
TA
Y
0
64
140
0
0
0
null
null
null
0
8
2,007
WD
Normal
212,000
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
902,304,060
190
RM
60
9,600
Pave
Grvl
Reg
Lvl
AllPub
Inside
Gtl
OldTown
Norm
Norm
2fmCon
2Story
5
5
1,920
1,960
Gable
CompShg
AsbShng
AsbShng
null
0
TA
TA
BrkTil
TA
TA
No
Rec
234
Unf
0
739
973
GasA
TA
Y
FuseP
1,377
973
0
2,350
0
0
2
0
4
2
TA
10
Typ
0
null
2Types
1,930
Unf
2
393
TA
TA
Y
0
0
219
0
0
0
null
null
null
0
4
2,008
WD
Normal
130,000
908,127,040
20
RL
73
10,921
Pave
null
Reg
HLS
AllPub
Inside
Gtl
Edwards
Norm
Norm
1Fam
1Story
4
5
1,965
1,965
Hip
CompShg
HdBoard
HdBoard
BrkFace
48
TA
TA
CBlock
TA
TA
No
Rec
520
Unf
0
440
960
GasA
TA
Y
FuseF
960
0
0
960
1
0
1
0
3
1
TA
6
Typ
0
null
Attchd
1,965
Fin
1
432
TA
TA
P
120
0
0
0
0
0
null
null
null
0
5
2,007
WD
Normal
94,750
533,217,060
160
FV
24
2,160
Pave
Pave
Reg
Lvl
AllPub
Inside
Gtl
Somerst
Norm
Norm
Twnhs
SLvl
7
5
1,999
2,000
Gable
CompShg
VinylSd
VinylSd
BrkFace
216
Gd
TA
PConc
Gd
TA
No
GLQ
600
Unf
0
72
672
GasA
Ex
Y
SBrkr
684
720
0
1,404
1
0
2
1
3
1
Gd
5
Typ
0
null
Detchd
1,999
Unf
2
462
TA
TA
Y
20
0
0
0
0
0
null
null
null
0
6
2,008
WD
Normal
170,000
534,451,050
50
RL
51
4,712
Pave
null
IR1
Lvl
AllPub
Inside
Mod
BrkSide
Feedr
Norm
1Fam
1.5Fin
4
7
1,946
1,950
Gable
CompShg
MetalSd
MetalSd
null
0
TA
TA
CBlock
TA
TA
No
ALQ
384
Unf
0
363
747
GasA
TA
Y
SBrkr
774
456
0
1,230
1
0
1
1
3
1
TA
5
Typ
0
null
Detchd
1,946
Unf
1
305
TA
TA
Y
0
57
0
0
63
0
null
MnPrv
null
0
8
2,006
WD
Abnorml
121,600
923,252,100
20
RL
59
6,490
Pave
null
Reg
Lvl
AllPub
Inside
Gtl
Mitchel
Norm
Norm
1Fam
1Story
5
7
1,983
1,983
Gable
CompShg
VinylSd
VinylSd
null
0
TA
Gd
CBlock
TA
TA
No
GLQ
534
Unf
0
282
816
GasA
Ex
Y
SBrkr
816
0
0
816
0
1
1
0
2
1
TA
4
Typ
0
null
Attchd
1,983
Unf
1
264
TA
TA
Y
315
0
0
0
0
0
null
GdWo
null
0
4
2,008
WD
Normal
128,500
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