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Cleaned Data Summary Table

Feature NA Count Percentage Data Type Overview
Id 0 0.0 int64 [1, 2919, 1460, 1460]
MSSubClass 0 0.0 int64 [20, 190, 57, 50]
MSZoning 0 0.0 object [RL, RM, C (all), FV, RH]
LotFrontage 0 0.0 float64 [21, 806, 70, 68]
LotArea 0 0.0 int64 [1300, 215245, 10168, 9453]
Street 0 0.0 object [Pave, Grvl]
Alley 0 0.0 object [None, Grvl, Pave]
LotShape 0 0.0 object [Reg, IR1, IR2, IR3]
LandContour 0 0.0 object [Lvl, Bnk, Low, HLS]
Utilities 0 0.0 object [AllPub, NoSeWa]
LotConfig 0 0.0 object [Inside, FR2, Corner, CulDSac, FR3]
LandSlope 0 0.0 object [Gtl, Mod, Sev]
Neighborhood 0 0.0 object [CollgCr, Veenker, Crawfor, NoRidge, Mitchel, Somerst, NWAmes, OldTown, BrkSide, Sawyer, NridgHt, NAmes, SawyerW, IDOTRR, MeadowV, Edwards, Timber, Gilbert, StoneBr, ClearCr, NPkVill, Blmngtn, BrDale, SWISU, Blueste]
Condition1 0 0.0 object [Norm, Feedr, PosN, Artery, RRAe, RRNn, RRAn, PosA, RRNe]
Condition2 0 0.0 object [Norm, Artery, RRNn, Feedr, PosN, PosA, RRAn, RRAe]
BldgType 0 0.0 object [1Fam, 2fmCon, Duplex, TwnhsE, Twnhs]
HouseStyle 0 0.0 object [2Story, 1Story, 1.5Fin, 1.5Unf, SFoyer, SLvl, 2.5Unf, 2.5Fin]
OverallQual 0 0.0 int64 [1, 10, 6, 6]
OverallCond 0 0.0 int64 [1, 9, 6, 5]
YearBuilt 0 0.0 int64 [1872, 2010, 1971, 1973]
YearRemodAdd 0 0.0 int64 [1950, 2010, 1984, 1993]
RoofStyle 0 0.0 object [Gable, Hip, Gambrel, Mansard, Flat, Shed]
RoofMatl 0 0.0 object [CompShg, WdShngl, Metal, WdShake, Membran, Tar&Grv, Roll, ClyTile]
Exterior1st 0 0.0 object [VinylSd, MetalSd, Wd Sdng, HdBoard, BrkFace, WdShing, CemntBd, Plywood, AsbShng, Stucco, BrkComm, AsphShn, Stone, ImStucc, CBlock]
Exterior2nd 0 0.0 object [VinylSd, MetalSd, Wd Shng, HdBoard, Plywood, Wd Sdng, CmentBd, BrkFace, Stucco, AsbShng, Brk Cmn, ImStucc, AsphShn, Stone, Other, CBlock]
MasVnrType 0 0.0 object [BrkFace, None, Stone, BrkCmn]
MasVnrArea 0 0.0 float64 [0, 1600, 101, 0]
ExterQual 0 0.0 object [Gd, TA, Ex, Fa]
ExterCond 0 0.0 object [TA, Gd, Fa, Po, Ex]
Foundation 0 0.0 object [PConc, CBlock, BrkTil, Wood, Slab, Stone]
BsmtQual 0 0.0 object [Gd, TA, Ex, None, Fa]
BsmtCond 0 0.0 object [TA, Gd, None, Fa, Po]
BsmtExposure 0 0.0 object [No, Gd, Mn, Av, None]
BsmtFinType1 0 0.0 object [GLQ, ALQ, Unf, Rec, BLQ, None, LwQ]
BsmtFinSF1 0 0.0 float64 [0, 5644, 441, 368]
BsmtFinType2 0 0.0 object [Unf, BLQ, None, ALQ, Rec, LwQ, GLQ]
BsmtFinSF2 0 0.0 float64 [0, 1526, 50, 0]
BsmtUnfSF 0 0.0 float64 [0, 2336, 561, 467]
TotalBsmtSF 0 0.0 float64 [0, 6110, 1051, 989]
Heating 0 0.0 object [GasA, GasW, Grav, Wall, OthW, Floor]
HeatingQC 0 0.0 object [Ex, Gd, TA, Fa, Po]
CentralAir 0 0.0 object [Y, N]
Electrical 0 0.0 object [SBrkr, FuseF, FuseA, FuseP, Mix]
1stFlrSF 0 0.0 int64 [334, 5095, 1160, 1082]
2ndFlrSF 0 0.0 int64 [0, 2065, 336, 0]
LowQualFinSF 0 0.0 int64 [0, 1064, 5, 0]
GrLivArea 0 0.0 int64 [334, 5642, 1501, 1444]
BsmtFullBath 0 0.0 float64 [0, 3, 0, 0]
BsmtHalfBath 0 0.0 float64 [0, 2, 0, 0]
FullBath 0 0.0 int64 [0, 4, 2, 2]
HalfBath 0 0.0 int64 [0, 2, 0, 0]
BedroomAbvGr 0 0.0 int64 [0, 8, 3, 3]
KitchenAbvGr 0 0.0 int64 [0, 3, 1, 1]
KitchenQual 0 0.0 object [Gd, TA, Ex, Fa]
TotRmsAbvGrd 0 0.0 int64 [2, 15, 6, 6]
Functional 0 0.0 object [Typ, Min1, Maj1, Min2, Mod, Maj2, Sev]
Fireplaces 0 0.0 int64 [0, 4, 1, 1]
FireplaceQu 0 0.0 object [None, TA, Gd, Fa, Ex, Po]
GarageType 0 0.0 object [Attchd, Detchd, BuiltIn, CarPort, None, Basment, 2Types]
GarageYrBlt 0 0.0 float64 [0, 2207, 1870, 1977]
GarageFinish 0 0.0 object [RFn, Unf, Fin, None]
GarageCars 0 0.0 float64 [0, 5, 2, 2]
GarageArea 0 0.0 float64 [0, 1488, 473, 480]
GarageQual 0 0.0 object [TA, Fa, Gd, None, Ex, Po]
GarageCond 0 0.0 object [TA, Fa, None, Gd, Po, Ex]
PavedDrive 0 0.0 object [Y, N, P]
WoodDeckSF 0 0.0 int64 [0, 1424, 94, 0]
OpenPorchSF 0 0.0 int64 [0, 742, 47, 26]
EnclosedPorch 0 0.0 int64 [0, 1012, 23, 0]
3SsnPorch 0 0.0 int64 [0, 508, 3, 0]
ScreenPorch 0 0.0 int64 [0, 576, 16, 0]
PoolArea 0 0.0 int64 [0, 800, 2, 0]
PoolQC 0 0.0 object [None, Ex, Fa, Gd]
Fence 0 0.0 object [None, MnPrv, GdWo, GdPrv, MnWw]
MiscFeature 0 0.0 object [None, Shed, Gar2, Othr, TenC]
MiscVal 0 0.0 int64 [0, 17000, 51, 0]
MoSold 0 0.0 int64 [1, 12, 6, 6]
YrSold 0 0.0 int64 [2006, 2010, 2008, 2008]
SaleType 0 0.0 object [WD, New, COD, ConLD, ConLI, CWD, ConLw, Con, Oth]
SaleCondition 0 0.0 object [Normal, Abnorml, Partial, AdjLand, Alloca, Family]