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michaelmallari
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house-prices-advanced-regression-techniques

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 missing columns ({'SalePrice'})

This happened while the csv dataset builder was generating data using

hf://datasets/michaelmallari/house-prices-advanced-regression-techniques/test.csv (at revision 24c6e7b2e17dad427d71a9882bedd1448c81539c)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Id: int64
              MSSubClass: int64
              MSZoning: string
              LotFrontage: double
              LotArea: int64
              Street: string
              Alley: string
              LotShape: string
              LandContour: string
              Utilities: string
              LotConfig: string
              LandSlope: string
              Neighborhood: string
              Condition1: string
              Condition2: string
              BldgType: string
              HouseStyle: string
              OverallQual: int64
              OverallCond: int64
              YearBuilt: int64
              YearRemodAdd: int64
              RoofStyle: string
              RoofMatl: string
              Exterior1st: string
              Exterior2nd: string
              MasVnrType: string
              MasVnrArea: double
              ExterQual: string
              ExterCond: string
              Foundation: string
              BsmtQual: string
              BsmtCond: string
              BsmtExposure: string
              BsmtFinType1: string
              BsmtFinSF1: double
              BsmtFinType2: string
              BsmtFinSF2: double
              BsmtUnfSF: double
              TotalBsmtSF: double
              Heating: string
              HeatingQC: string
              CentralAir: string
              Electrical: string
              1stFlrSF: int64
              2ndFlrSF: int64
              LowQualFinSF: int64
              GrLivArea: int64
              BsmtFullBath: double
              BsmtHalfBath: double
              FullBath: int64
              HalfBath: int64
              BedroomAbvGr: int64
              KitchenAbvGr: int64
              KitchenQual: string
              TotRmsAbvGrd: int64
              Functional: string
              Fireplaces: int64
              FireplaceQu: string
              GarageType: string
              GarageYrBlt: double
              GarageFinish: string
              GarageCars: double
              GarageArea: double
              GarageQual: string
              GarageCond: string
              PavedDrive: string
              WoodDeckSF: int64
              OpenPorchSF: int64
              EnclosedPorch: int64
              3SsnPorch: int64
              ScreenPorch: int64
              PoolArea: int64
              PoolQC: string
              Fence: string
              MiscFeature: string
              MiscVal: int64
              MoSold: int64
              YrSold: int64
              SaleType: string
              SaleCondition: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 9725
              to
              {'Id': Value(dtype='int64', id=None), 'MSSubClass': Value(dtype='int64', id=None), 'MSZoning': Value(dtype='string', id=None), 'LotFrontage': Value(dtype='float64', id=None), 'LotArea': Value(dtype='int64', id=None), 'Street': Value(dtype='string', id=None), 'Alley': Value(dtype='string', id=None), 'LotShape': Value(dtype='string', id=None), 'LandContour': Value(dtype='string', id=None), 'Utilities': Value(dtype='string', id=None), 'LotConfig': Value(dtype='string', id=None), 'LandSlope': Value(dtype='string', id=None), 'Neighborhood': Value(dtype='string', id=None), 'Condition1': Value(dtype='string', id=None), 'Condition2': Value(dtype='string', id=None), 'BldgType': Value(dtype='string', id=None), 'HouseStyle': Value(dtype='string', id=None), 'OverallQual': Value(dtype='int64', id=None), 'OverallCond': Value(dtype='int64', id=None), 'YearBuilt': Value(dtype='int64', id=None), 'YearRemodAdd': Value(dtype='int64', id=None), 'RoofStyle': Value(dtype='string', id=None), 'RoofMatl': Value(dtype='string', id=None), 'Exterior1st': Value(dtype='string', id=None), 'Exterior2nd': Value(dtype='string', id=None), 'MasVnrType': Value(dtype='string', id=None), 'MasVnrArea': Value(dtype='float64', id=None), 'ExterQual': Value(dtype='string', id=None), 'ExterCond': Value(dtype='string', id=None), 'Foundation': Value(dtype='string', id=None), 'BsmtQual': Value(dtype='string', id=None), 'BsmtCond': Value(dtype='string', id=None), 'BsmtExposure': Value(dtype='string', id=None), 'BsmtFinType1
              ...
              d=None), 'BsmtHalfBath': Value(dtype='int64', id=None), 'FullBath': Value(dtype='int64', id=None), 'HalfBath': Value(dtype='int64', id=None), 'BedroomAbvGr': Value(dtype='int64', id=None), 'KitchenAbvGr': Value(dtype='int64', id=None), 'KitchenQual': Value(dtype='string', id=None), 'TotRmsAbvGrd': Value(dtype='int64', id=None), 'Functional': Value(dtype='string', id=None), 'Fireplaces': Value(dtype='int64', id=None), 'FireplaceQu': Value(dtype='string', id=None), 'GarageType': Value(dtype='string', id=None), 'GarageYrBlt': Value(dtype='float64', id=None), 'GarageFinish': Value(dtype='string', id=None), 'GarageCars': Value(dtype='int64', id=None), 'GarageArea': Value(dtype='int64', id=None), 'GarageQual': Value(dtype='string', id=None), 'GarageCond': Value(dtype='string', id=None), 'PavedDrive': Value(dtype='string', id=None), 'WoodDeckSF': Value(dtype='int64', id=None), 'OpenPorchSF': Value(dtype='int64', id=None), 'EnclosedPorch': Value(dtype='int64', id=None), '3SsnPorch': Value(dtype='int64', id=None), 'ScreenPorch': Value(dtype='int64', id=None), 'PoolArea': Value(dtype='int64', id=None), 'PoolQC': Value(dtype='string', id=None), 'Fence': Value(dtype='string', id=None), 'MiscFeature': Value(dtype='string', id=None), 'MiscVal': Value(dtype='int64', id=None), 'MoSold': Value(dtype='int64', id=None), 'YrSold': Value(dtype='int64', id=None), 'SaleType': Value(dtype='string', id=None), 'SaleCondition': Value(dtype='string', id=None), 'SalePrice': Value(dtype='int64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1324, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 938, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 missing columns ({'SalePrice'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/michaelmallari/house-prices-advanced-regression-techniques/test.csv (at revision 24c6e7b2e17dad427d71a9882bedd1448c81539c)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Id int64	MSSubClass int64	MSZoning string	LotFrontage float64	LotArea int64	Street string	Alley null	LotShape string	LandContour string	Utilities string	LotConfig string	LandSlope string	Neighborhood string	Condition1 string	Condition2 string	BldgType string	HouseStyle string	OverallQual int64	OverallCond int64	YearBuilt int64	YearRemodAdd int64	RoofStyle string	RoofMatl string	Exterior1st string	Exterior2nd string	MasVnrType string	MasVnrArea float64	ExterQual string	ExterCond string	Foundation string	BsmtQual string	BsmtCond string	BsmtExposure string	BsmtFinType1 string	BsmtFinSF1 int64	BsmtFinType2 string	BsmtFinSF2 int64	BsmtUnfSF int64	TotalBsmtSF int64	Heating string	HeatingQC string	CentralAir string	Electrical string	1stFlrSF int64	2ndFlrSF int64	LowQualFinSF int64	GrLivArea int64	BsmtFullBath int64	BsmtHalfBath int64	FullBath int64	HalfBath int64	BedroomAbvGr int64	KitchenAbvGr int64	KitchenQual string	TotRmsAbvGrd int64	Functional string	Fireplaces int64	FireplaceQu string	GarageType string	GarageYrBlt float64	GarageFinish string	GarageCars int64	GarageArea int64	GarageQual string	GarageCond string	PavedDrive string	WoodDeckSF int64	OpenPorchSF int64	EnclosedPorch int64	3SsnPorch int64	ScreenPorch int64	PoolQC null	Fence null	MiscFeature null	MiscVal int64	MoSold int64	YrSold int64	SaleType string	SaleCondition string	SalePrice int64
1	60	RL	65	8,450	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2,003	2,003	Gable	CompShg	VinylSd	VinylSd	BrkFace	196	Gd	TA	PConc	Gd	TA	No	GLQ	706	Unf	0	150	856	GasA	Ex	Y	SBrkr	856	854	0	1,710	1	0	2	1	3	1	Gd	8	Typ	0	null	Attchd	2,003	RFn	2	548	TA	TA	Y	0	61	0	0	0	null	null	null	0	2	2,008	WD	Normal	208,500
2	20	RL	80	9,600	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	1Story	6	8	1,976	1,976	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	978	Unf	0	284	1,262	GasA	Ex	Y	SBrkr	1,262	0	0	1,262	0	1	2	0	3	1	TA	6	Typ	1	TA	Attchd	1,976	RFn	2	460	TA	TA	Y	298	0	0	0	0	null	null	null	0	5	2,007	WD	Normal	181,500
3	60	RL	68	11,250	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2,001	2,002	Gable	CompShg	VinylSd	VinylSd	BrkFace	162	Gd	TA	PConc	Gd	TA	Mn	GLQ	486	Unf	0	434	920	GasA	Ex	Y	SBrkr	920	866	0	1,786	1	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	2,001	RFn	2	608	TA	TA	Y	0	42	0	0	0	null	null	null	0	9	2,008	WD	Normal	223,500
4	70	RL	60	9,550	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	5	1,915	1,970	Gable	CompShg	Wd Sdng	Wd Shng	null	0	TA	TA	BrkTil	TA	Gd	No	ALQ	216	Unf	0	540	756	GasA	Gd	Y	SBrkr	961	756	0	1,717	1	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1,998	Unf	3	642	TA	TA	Y	0	35	272	0	0	null	null	null	0	2	2,006	WD	Abnorml	140,000
5	60	RL	84	14,260	Pave	null	IR1	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	2,000	2,000	Gable	CompShg	VinylSd	VinylSd	BrkFace	350	Gd	TA	PConc	Gd	TA	Av	GLQ	655	Unf	0	490	1,145	GasA	Ex	Y	SBrkr	1,145	1,053	0	2,198	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	2,000	RFn	3	836	TA	TA	Y	192	84	0	0	0	null	null	null	0	12	2,008	WD	Normal	250,000
6	50	RL	85	14,115	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	5	5	1,993	1,995	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	Wood	Gd	TA	No	GLQ	732	Unf	0	64	796	GasA	Ex	Y	SBrkr	796	566	0	1,362	1	0	1	1	1	1	TA	5	Typ	0	null	Attchd	1,993	Unf	2	480	TA	TA	Y	40	30	0	320	0	null	null	null	700	10	2,009	WD	Normal	143,000
7	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	null	null	null	0	8	2,007	WD	Normal	307,000
8	60	RL	null	10,382	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	7	6	1,973	1,973	Gable	CompShg	HdBoard	HdBoard	Stone	240	TA	TA	CBlock	Gd	TA	Mn	ALQ	859	BLQ	32	216	1,107	GasA	Ex	Y	SBrkr	1,107	983	0	2,090	1	0	2	1	3	1	TA	7	Typ	2	TA	Attchd	1,973	RFn	2	484	TA	TA	Y	235	204	228	0	0	null	null	null	350	11	2,009	WD	Normal	200,000
9	50	RM	51	6,120	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	7	5	1,931	1,950	Gable	CompShg	BrkFace	Wd Shng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	952	952	GasA	Gd	Y	FuseF	1,022	752	0	1,774	0	0	2	0	2	2	TA	8	Min1	2	TA	Detchd	1,931	Unf	2	468	Fa	TA	Y	90	0	205	0	0	null	null	null	0	4	2,008	WD	Abnorml	129,900
10	190	RL	50	7,420	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Artery	Artery	2fmCon	1.5Unf	5	6	1,939	1,950	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	TA	TA	No	GLQ	851	Unf	0	140	991	GasA	Ex	Y	SBrkr	1,077	0	0	1,077	1	0	1	0	2	2	TA	5	Typ	2	TA	Attchd	1,939	RFn	1	205	Gd	TA	Y	0	4	0	0	0	null	null	null	0	1	2,008	WD	Normal	118,000
11	20	RL	70	11,200	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1,965	1,965	Hip	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	Rec	906	Unf	0	134	1,040	GasA	Ex	Y	SBrkr	1,040	0	0	1,040	1	0	1	0	3	1	TA	5	Typ	0	null	Detchd	1,965	Unf	1	384	TA	TA	Y	0	0	0	0	0	null	null	null	0	2	2,008	WD	Normal	129,500
12	60	RL	85	11,924	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2,005	2,006	Hip	CompShg	WdShing	Wd Shng	Stone	286	Ex	TA	PConc	Ex	TA	No	GLQ	998	Unf	0	177	1,175	GasA	Ex	Y	SBrkr	1,182	1,142	0	2,324	1	0	3	0	4	1	Ex	11	Typ	2	Gd	BuiltIn	2,005	Fin	3	736	TA	TA	Y	147	21	0	0	0	null	null	null	0	7	2,006	New	Partial	345,000
13	20	RL	null	12,968	Pave	null	IR2	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1,962	1,962	Hip	CompShg	HdBoard	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	737	Unf	0	175	912	GasA	TA	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,962	Unf	1	352	TA	TA	Y	140	0	0	0	176	null	null	null	0	9	2,008	WD	Normal	144,000
14	20	RL	91	10,652	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2,006	2,007	Gable	CompShg	VinylSd	VinylSd	Stone	306	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1,494	1,494	GasA	Ex	Y	SBrkr	1,494	0	0	1,494	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,006	RFn	3	840	TA	TA	Y	160	33	0	0	0	null	null	null	0	8	2,007	New	Partial	279,500
15	20	RL	null	10,920	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1,960	1,960	Hip	CompShg	MetalSd	MetalSd	BrkFace	212	TA	TA	CBlock	TA	TA	No	BLQ	733	Unf	0	520	1,253	GasA	TA	Y	SBrkr	1,253	0	0	1,253	1	0	1	1	2	1	TA	5	Typ	1	Fa	Attchd	1,960	RFn	1	352	TA	TA	Y	0	213	176	0	0	null	null	null	0	5	2,008	WD	Normal	157,000
16	45	RM	51	6,120	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	7	8	1,929	2,001	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Ex	Y	FuseA	854	0	0	854	0	0	1	0	2	1	TA	5	Typ	0	null	Detchd	1,991	Unf	2	576	TA	TA	Y	48	112	0	0	0	null	null	null	0	7	2,007	WD	Normal	132,000
17	20	RL	null	11,241	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1,970	1,970	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	180	TA	TA	CBlock	TA	TA	No	ALQ	578	Unf	0	426	1,004	GasA	Ex	Y	SBrkr	1,004	0	0	1,004	1	0	1	0	2	1	TA	5	Typ	1	TA	Attchd	1,970	Fin	2	480	TA	TA	Y	0	0	0	0	0	null	null	null	700	3	2,010	WD	Normal	149,000
18	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	null	null	null	500	10	2,006	WD	Normal	90,000
19	20	RL	66	13,695	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	TA	TA	No	GLQ	646	Unf	0	468	1,114	GasA	Ex	Y	SBrkr	1,114	0	0	1,114	1	0	1	1	3	1	Gd	6	Typ	0	null	Detchd	2,004	Unf	2	576	TA	TA	Y	0	102	0	0	0	null	null	null	0	6	2,008	WD	Normal	159,000
20	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	null	null	null	0	5	2,009	COD	Abnorml	139,000
21	60	RL	101	14,215	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2,005	2,006	Gable	CompShg	VinylSd	VinylSd	BrkFace	380	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1,158	1,158	GasA	Ex	Y	SBrkr	1,158	1,218	0	2,376	0	0	3	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2,005	RFn	3	853	TA	TA	Y	240	154	0	0	0	null	null	null	0	11	2,006	New	Partial	325,300
22	45	RM	57	7,449	Pave	null	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Unf	7	7	1,930	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	637	637	GasA	Ex	Y	FuseF	1,108	0	0	1,108	0	0	1	0	3	1	Gd	6	Typ	1	Gd	Attchd	1,930	Unf	1	280	TA	TA	N	0	0	205	0	0	null	null	null	0	6	2,007	WD	Normal	139,400
23	20	RL	75	9,742	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2,002	2,002	Hip	CompShg	VinylSd	VinylSd	BrkFace	281	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,777	1,777	GasA	Ex	Y	SBrkr	1,795	0	0	1,795	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,002	RFn	2	534	TA	TA	Y	171	159	0	0	0	null	null	null	0	9	2,008	WD	Normal	230,000
24	120	RM	44	4,224	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	1Story	5	7	1,976	1,976	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	PConc	Gd	TA	No	GLQ	840	Unf	0	200	1,040	GasA	TA	Y	SBrkr	1,060	0	0	1,060	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1,976	Unf	2	572	TA	TA	Y	100	110	0	0	0	null	null	null	0	6	2,007	WD	Normal	129,900
25	20	RL	null	8,246	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	8	1,968	2,001	Gable	CompShg	Plywood	Plywood	null	0	TA	Gd	CBlock	TA	TA	Mn	Rec	188	ALQ	668	204	1,060	GasA	Ex	Y	SBrkr	1,060	0	0	1,060	1	0	1	0	3	1	Gd	6	Typ	1	TA	Attchd	1,968	Unf	1	270	TA	TA	Y	406	90	0	0	0	null	null	null	0	5	2,010	WD	Normal	154,000
26	20	RL	110	14,230	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,007	2,007	Gable	CompShg	VinylSd	VinylSd	Stone	640	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,566	1,566	GasA	Ex	Y	SBrkr	1,600	0	0	1,600	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,007	RFn	3	890	TA	TA	Y	0	56	0	0	0	null	null	null	0	7	2,009	WD	Normal	256,300
27	20	RL	60	7,200	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1,951	2,000	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	CBlock	TA	TA	Mn	BLQ	234	Rec	486	180	900	GasA	TA	Y	SBrkr	900	0	0	900	0	1	1	0	3	1	Gd	5	Typ	0	null	Detchd	2,005	Unf	2	576	TA	TA	Y	222	32	0	0	0	null	null	null	0	5	2,010	WD	Normal	134,800
28	20	RL	98	11,478	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,007	2,008	Gable	CompShg	VinylSd	VinylSd	Stone	200	Gd	TA	PConc	Ex	TA	No	GLQ	1,218	Unf	0	486	1,704	GasA	Ex	Y	SBrkr	1,704	0	0	1,704	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,008	RFn	3	772	TA	TA	Y	0	50	0	0	0	null	null	null	0	5	2,010	WD	Normal	306,000
29	20	RL	47	16,321	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1,957	1,997	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	TA	TA	Gd	BLQ	1,277	Unf	0	207	1,484	GasA	TA	Y	SBrkr	1,600	0	0	1,600	1	0	1	0	2	1	TA	6	Typ	2	Gd	Attchd	1,957	RFn	1	319	TA	TA	Y	288	258	0	0	0	null	null	null	0	12	2,006	WD	Normal	207,500
30	30	RM	60	6,324	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	RRNn	1Fam	1Story	4	6	1,927	1,950	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	520	520	GasA	Fa	N	SBrkr	520	0	0	520	0	0	1	0	1	1	Fa	4	Typ	0	null	Detchd	1,920	Unf	1	240	Fa	TA	Y	49	0	87	0	0	null	null	null	0	5	2,008	WD	Normal	68,500
31	70	C (all)	50	8,500	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Feedr	Norm	1Fam	2Story	4	4	1,920	1,950	Gambrel	CompShg	BrkFace	BrkFace	null	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	649	649	GasA	TA	N	SBrkr	649	668	0	1,317	0	0	1	0	3	1	TA	6	Typ	0	null	Detchd	1,920	Unf	1	250	TA	Fa	N	0	54	172	0	0	null	null	null	0	7	2,008	WD	Normal	40,000
32	20	RL	null	8,544	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1,966	2,006	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1,228	1,228	GasA	Gd	Y	SBrkr	1,228	0	0	1,228	0	0	1	1	3	1	Gd	6	Typ	0	null	Attchd	1,966	Unf	1	271	TA	TA	Y	0	65	0	0	0	null	null	null	0	6	2,008	WD	Normal	149,350
33	20	RL	85	11,049	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2,007	2,007	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1,234	1,234	GasA	Ex	Y	SBrkr	1,234	0	0	1,234	0	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,007	RFn	2	484	TA	TA	Y	0	30	0	0	0	null	null	null	0	1	2,008	WD	Normal	179,900
34	20	RL	70	10,552	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1,959	1,959	Hip	CompShg	BrkFace	BrkFace	null	0	TA	TA	CBlock	TA	TA	No	Rec	1,018	Unf	0	380	1,398	GasA	Gd	Y	SBrkr	1,700	0	0	1,700	0	1	1	1	4	1	Gd	6	Typ	1	Gd	Attchd	1,959	RFn	2	447	TA	TA	Y	0	38	0	0	0	null	null	null	0	4	2,010	WD	Normal	165,500
35	120	RL	60	7,313	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2,005	2,005	Hip	CompShg	MetalSd	MetalSd	BrkFace	246	Ex	TA	PConc	Ex	TA	No	GLQ	1,153	Unf	0	408	1,561	GasA	Ex	Y	SBrkr	1,561	0	0	1,561	1	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2,005	Fin	2	556	TA	TA	Y	203	47	0	0	0	null	null	null	0	8	2,007	WD	Normal	277,500
36	60	RL	108	13,418	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2,004	2,005	Gable	CompShg	VinylSd	VinylSd	Stone	132	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1,117	1,117	GasA	Ex	Y	SBrkr	1,132	1,320	0	2,452	0	0	3	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2,004	Fin	3	691	TA	TA	Y	113	32	0	0	0	null	null	null	0	9	2,006	WD	Normal	309,000
37	20	RL	112	10,859	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1,994	1,995	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,097	1,097	GasA	Ex	Y	SBrkr	1,097	0	0	1,097	0	0	1	1	3	1	TA	6	Typ	0	null	Attchd	1,995	Unf	2	672	TA	TA	Y	392	64	0	0	0	null	null	null	0	6	2,009	WD	Normal	145,000
38	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	null	null	null	0	10	2,009	WD	Normal	153,000
39	20	RL	68	7,922	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1,953	2,007	Gable	CompShg	VinylSd	VinylSd	null	0	TA	Gd	CBlock	TA	TA	No	GLQ	731	Unf	0	326	1,057	GasA	TA	Y	SBrkr	1,057	0	0	1,057	1	0	1	0	3	1	Gd	5	Typ	0	null	Detchd	1,953	Unf	1	246	TA	TA	Y	0	52	0	0	0	null	null	null	0	1	2,010	WD	Abnorml	109,000
40	90	RL	65	6,040	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	5	1,955	1,955	Gable	CompShg	AsbShng	Plywood	null	0	TA	TA	PConc	null	null	null	null	0	null	0	0	0	GasA	TA	N	FuseP	1,152	0	0	1,152	0	0	2	0	2	2	Fa	6	Typ	0	null	null	null	null	0	0	null	null	N	0	0	0	0	0	null	null	null	0	6	2,008	WD	AdjLand	82,000
41	20	RL	84	8,658	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1,965	1,965	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	101	TA	TA	CBlock	TA	TA	No	Rec	643	Unf	0	445	1,088	GasA	Ex	Y	SBrkr	1,324	0	0	1,324	0	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1,965	RFn	2	440	TA	TA	Y	0	138	0	0	0	null	null	null	0	12	2,006	WD	Abnorml	160,000
42	20	RL	115	16,905	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	5	6	1,959	1,959	Gable	CompShg	VinylSd	VinylSd	null	0	TA	Gd	CBlock	TA	TA	Gd	BLQ	967	Unf	0	383	1,350	GasA	Gd	Y	SBrkr	1,328	0	0	1,328	0	1	1	1	2	1	TA	5	Typ	2	Gd	Attchd	1,959	RFn	1	308	TA	TA	P	0	104	0	0	0	null	null	null	0	7	2,007	WD	Normal	170,000
43	85	RL	null	9,180	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	SFoyer	5	7	1,983	1,983	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	Gd	TA	Av	ALQ	747	LwQ	93	0	840	GasA	Gd	Y	SBrkr	884	0	0	884	1	0	1	0	2	1	Gd	5	Typ	0	null	Attchd	1,983	RFn	2	504	TA	Gd	Y	240	0	0	0	0	null	null	null	0	12	2,007	WD	Normal	144,000
44	20	RL	null	9,200	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1,975	1,980	Hip	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	Gd	TA	Av	LwQ	280	BLQ	491	167	938	GasA	TA	Y	SBrkr	938	0	0	938	1	0	1	0	3	1	TA	5	Typ	0	null	Detchd	1,977	Unf	1	308	TA	TA	Y	145	0	0	0	0	null	null	null	0	7	2,008	WD	Normal	130,250
45	20	RL	70	7,945	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1,959	1,959	Gable	CompShg	BrkFace	Wd Sdng	null	0	TA	TA	CBlock	TA	TA	No	ALQ	179	BLQ	506	465	1,150	GasA	Ex	Y	FuseA	1,150	0	0	1,150	1	0	1	0	3	1	TA	6	Typ	0	null	Attchd	1,959	RFn	1	300	TA	TA	Y	0	0	0	0	0	null	null	null	0	5	2,006	WD	Normal	141,000
46	120	RL	61	7,658	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2,005	2,005	Hip	CompShg	MetalSd	MetalSd	BrkFace	412	Ex	TA	PConc	Ex	TA	No	GLQ	456	Unf	0	1,296	1,752	GasA	Ex	Y	SBrkr	1,752	0	0	1,752	1	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2,005	RFn	2	576	TA	TA	Y	196	82	0	0	0	null	null	null	0	2	2,010	WD	Normal	319,900
47	50	RL	48	12,822	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	7	5	2,003	2,003	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Ex	TA	No	GLQ	1,351	Unf	0	83	1,434	GasA	Ex	Y	SBrkr	1,518	631	0	2,149	1	0	1	1	1	1	Gd	6	Typ	1	Ex	Attchd	2,003	RFn	2	670	TA	TA	Y	168	43	0	0	198	null	null	null	0	8	2,009	WD	Abnorml	239,686
48	20	FV	84	11,096	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	Av	GLQ	24	Unf	0	1,632	1,656	GasA	Ex	Y	SBrkr	1,656	0	0	1,656	0	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,006	RFn	3	826	TA	TA	Y	0	146	0	0	0	null	null	null	0	7	2,007	WD	Normal	249,700
49	190	RM	33	4,456	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	5	1,920	2,008	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	736	736	GasA	Gd	Y	SBrkr	736	716	0	1,452	0	0	2	0	2	3	TA	8	Typ	0	null	null	null	null	0	0	null	null	N	0	0	102	0	0	null	null	null	0	6	2,009	New	Partial	113,000
50	20	RL	66	7,742	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1,966	1,966	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	BLQ	763	Unf	0	192	955	GasA	Ex	Y	SBrkr	955	0	0	955	1	0	1	0	3	1	TA	6	Typ	0	null	Attchd	1,966	Unf	1	386	TA	TA	Y	0	0	0	0	0	null	null	null	0	1	2,007	WD	Normal	127,000
51	60	RL	null	13,869	Pave	null	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	6	1,997	1,997	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	Av	GLQ	182	Unf	0	612	794	GasA	Gd	Y	SBrkr	794	676	0	1,470	0	1	2	0	3	1	TA	6	Typ	0	null	Attchd	1,997	Fin	2	388	TA	TA	Y	0	75	0	0	0	null	null	null	0	7	2,007	WD	Normal	177,000
52	50	RM	52	6,240	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1,934	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	SBrkr	816	0	360	1,176	0	0	1	0	3	1	TA	6	Typ	1	Gd	Detchd	1,985	Unf	2	528	TA	TA	Y	112	0	0	0	0	null	null	null	400	9	2,006	WD	Normal	114,500
53	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	null	null	null	0	5	2,010	WD	Normal	110,000
54	20	RL	68	50,271	Pave	null	IR1	Low	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	1Story	9	5	1,981	1,987	Gable	WdShngl	WdShing	Wd Shng	null	0	Gd	TA	CBlock	Ex	TA	Gd	GLQ	1,810	Unf	0	32	1,842	GasA	Gd	Y	SBrkr	1,842	0	0	1,842	2	0	0	1	0	1	Gd	5	Typ	1	Gd	Attchd	1,981	Fin	3	894	TA	TA	Y	857	72	0	0	0	null	null	null	0	11	2,006	WD	Normal	385,000
55	80	RL	60	7,134	Pave	null	Reg	Bnk	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	SLvl	5	5	1,955	1,955	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	TA	TA	No	ALQ	384	Unf	0	0	384	GasA	TA	Y	SBrkr	1,360	0	0	1,360	0	0	1	0	3	1	TA	6	Min1	1	TA	Detchd	1,962	Unf	2	572	TA	TA	Y	0	50	0	0	0	null	null	null	0	2	2,007	WD	Normal	130,000
56	20	RL	100	10,175	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1,964	1,964	Gable	CompShg	HdBoard	Plywood	BrkFace	272	TA	TA	CBlock	TA	TA	No	BLQ	490	Unf	0	935	1,425	GasA	Gd	Y	SBrkr	1,425	0	0	1,425	0	0	2	0	3	1	TA	7	Typ	1	Gd	Attchd	1,964	RFn	2	576	TA	TA	Y	0	0	0	407	0	null	null	null	0	7	2,008	WD	Normal	180,500
57	160	FV	24	2,645	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	8	5	1,999	2,000	Gable	CompShg	MetalSd	MetalSd	BrkFace	456	Gd	TA	PConc	Gd	TA	No	GLQ	649	Unf	0	321	970	GasA	Ex	Y	SBrkr	983	756	0	1,739	1	0	2	1	3	1	Gd	7	Typ	0	null	Attchd	1,999	Fin	2	480	TA	TA	Y	115	0	0	0	0	null	null	null	0	8	2,009	WD	Abnorml	172,500
58	60	RL	89	11,645	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	860	860	GasA	Ex	Y	SBrkr	860	860	0	1,720	0	0	2	1	3	1	Gd	7	Typ	0	null	Attchd	2,004	RFn	2	565	TA	TA	Y	0	70	0	0	0	null	null	null	0	8	2,006	WD	Normal	196,500
59	60	RL	66	13,682	Pave	null	IR2	HLS	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	1Fam	2Story	10	5	2,006	2,006	Hip	CompShg	VinylSd	VinylSd	BrkFace	1,031	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	1,410	1,410	GasA	Ex	Y	SBrkr	1,426	1,519	0	2,945	0	0	3	1	3	1	Gd	10	Typ	1	Gd	BuiltIn	2,006	Fin	3	641	TA	TA	Y	192	0	37	0	0	null	null	null	0	10	2,006	New	Partial	438,780
60	20	RL	60	7,200	Pave	null	Reg	Bnk	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1,972	1,972	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	Av	ALQ	632	Unf	0	148	780	GasA	Ex	Y	SBrkr	780	0	0	780	0	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,973	Unf	1	352	TA	TA	Y	196	0	0	0	0	null	null	null	0	1	2,008	WD	Normal	124,900
61	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	null	null	null	0	5	2,006	New	Partial	158,000
62	75	RM	60	7,200	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2.5Unf	5	7	1,920	1,996	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	530	530	GasA	TA	N	SBrkr	581	530	0	1,111	0	0	1	0	3	1	Fa	6	Typ	0	null	Detchd	1,935	Unf	1	288	TA	TA	N	0	0	144	0	0	null	null	null	0	3	2,007	WD	Normal	101,000
63	120	RL	44	6,442	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	Gd	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	null	null	null	0	10	2,007	WD	Normal	202,500
64	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	null	null	null	0	4	2,010	WD	Normal	140,000
65	60	RL	null	9,375	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1,997	1,998	Gable	CompShg	VinylSd	VinylSd	BrkFace	573	TA	TA	PConc	Gd	TA	No	GLQ	739	Unf	0	318	1,057	GasA	Ex	Y	SBrkr	1,057	977	0	2,034	1	0	2	1	3	1	Gd	8	Typ	0	null	Attchd	1,998	RFn	2	645	TA	TA	Y	576	36	0	0	0	null	null	null	0	2	2,009	WD	Normal	219,500
66	60	RL	76	9,591	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2,004	2,005	Gable	CompShg	VinylSd	VinylSd	BrkFace	344	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1,143	1,143	GasA	Ex	Y	SBrkr	1,143	1,330	0	2,473	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2,004	RFn	3	852	TA	TA	Y	192	151	0	0	0	null	null	null	0	10	2,007	WD	Normal	317,000
67	20	RL	null	19,900	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosA	Norm	1Fam	1Story	7	5	1,970	1,989	Gable	CompShg	Plywood	Plywood	BrkFace	287	TA	TA	CBlock	Gd	TA	Gd	GLQ	912	Unf	0	1,035	1,947	GasA	TA	Y	SBrkr	2,207	0	0	2,207	1	0	2	0	3	1	TA	7	Min1	1	Gd	Attchd	1,970	RFn	2	576	TA	TA	Y	301	0	0	0	0	null	null	null	0	7	2,010	WD	Normal	180,000
68	20	RL	72	10,665	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2,003	2,003	Gable	CompShg	VinylSd	VinylSd	BrkFace	167	Gd	TA	PConc	Gd	TA	Av	GLQ	1,013	Unf	0	440	1,453	GasA	Ex	Y	SBrkr	1,479	0	0	1,479	1	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,003	RFn	2	558	TA	TA	Y	144	29	0	0	0	null	null	null	0	6	2,007	WD	Normal	226,000
69	30	RM	47	4,608	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1Story	4	6	1,945	1,950	Gable	CompShg	MetalSd	MetalSd	null	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	747	747	GasA	TA	Y	SBrkr	747	0	0	747	0	0	1	0	2	1	TA	4	Typ	0	null	Attchd	1,945	Unf	1	220	TA	TA	Y	0	0	0	0	0	null	null	null	0	6	2,010	WD	Normal	80,000
70	50	RL	81	15,593	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	7	4	1,953	1,953	Gable	CompShg	BrkFace	AsbShng	null	0	Gd	TA	CBlock	TA	TA	No	BLQ	603	Unf	0	701	1,304	GasW	TA	Y	SBrkr	1,304	983	0	2,287	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1,953	Fin	2	667	TA	TA	Y	0	21	114	0	0	null	null	null	0	7	2,006	WD	Normal	225,000
71	20	RL	95	13,651	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	6	1,973	1,973	Gable	CompShg	Plywood	Plywood	BrkFace	1,115	TA	Gd	CBlock	Gd	TA	Gd	ALQ	1,880	Unf	0	343	2,223	GasA	Ex	Y	SBrkr	2,223	0	0	2,223	1	0	2	0	3	1	TA	8	Typ	2	Gd	Attchd	1,973	Fin	2	516	TA	TA	Y	300	0	0	0	0	null	null	null	0	2	2,007	WD	Normal	244,000
72	20	RL	69	7,599	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	4	6	1,982	2,006	Gable	CompShg	HdBoard	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	565	Unf	0	280	845	GasA	TA	Y	SBrkr	845	0	0	845	1	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,987	Unf	2	360	TA	TA	Y	0	0	0	0	0	null	null	null	0	6	2,007	WD	Normal	129,500
73	60	RL	74	10,141	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1,998	1,998	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	885	833	0	1,718	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,998	Fin	2	427	TA	TA	Y	0	94	0	0	291	null	null	null	0	12	2,009	WD	Normal	185,000
74	20	RL	85	10,200	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1,954	2,003	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	104	TA	TA	CBlock	TA	TA	No	ALQ	320	BLQ	362	404	1,086	GasA	Gd	Y	SBrkr	1,086	0	0	1,086	1	0	1	0	3	1	TA	6	Typ	0	null	Attchd	1,989	Unf	2	490	TA	TA	Y	0	0	0	0	0	null	null	null	0	5	2,010	WD	Normal	144,900
75	50	RM	60	5,790	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	3	6	1,915	1,950	Gambrel	CompShg	VinylSd	VinylSd	null	0	Gd	Gd	CBlock	Fa	TA	No	Unf	0	Unf	0	840	840	GasA	Gd	N	SBrkr	840	765	0	1,605	0	0	2	0	3	2	TA	8	Typ	0	null	Detchd	1,915	Unf	1	379	TA	TA	Y	0	0	202	0	0	null	null	null	0	5	2,010	WD	Normal	107,400
76	180	RM	21	1,596	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SLvl	4	5	1,973	1,973	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	462	Unf	0	0	462	GasA	TA	Y	SBrkr	526	462	0	988	1	0	1	0	2	1	TA	5	Typ	0	null	BuiltIn	1,973	Unf	1	297	TA	TA	Y	120	101	0	0	0	null	null	null	0	11	2,009	WD	Normal	91,000
77	20	RL	null	8,475	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1,956	1,956	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	ALQ	228	Unf	0	724	952	GasA	Ex	Y	FuseA	952	0	0	952	0	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,956	Unf	1	283	TA	TA	Y	0	0	0	0	0	null	null	null	0	4	2,008	WD	Normal	135,750
78	50	RM	50	8,635	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1,948	2,001	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	CBlock	TA	TA	No	BLQ	336	GLQ	41	295	672	GasA	TA	Y	SBrkr	1,072	213	0	1,285	1	0	1	0	2	1	TA	6	Min1	0	null	Detchd	1,948	Unf	1	240	TA	TA	Y	0	0	0	0	0	null	null	null	0	1	2,008	WD	Normal	127,000
79	90	RL	72	10,778	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	Duplex	1Story	4	5	1,968	1,968	Hip	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1,768	1,768	GasA	TA	N	SBrkr	1,768	0	0	1,768	0	0	2	0	4	2	TA	8	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	136,500
80	50	RM	60	10,440	Pave	null	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	null	null	null	0	5	2,009	WD	Normal	110,000
81	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	null	null	null	0	6	2,009	WD	Normal	193,500
82	120	RM	32	4,500	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1,998	1,998	Hip	CompShg	VinylSd	VinylSd	BrkFace	443	TA	Gd	PConc	Ex	Gd	No	GLQ	1,201	Unf	0	36	1,237	GasA	Ex	Y	SBrkr	1,337	0	0	1,337	1	0	2	0	2	1	TA	5	Typ	0	null	Attchd	1,998	Fin	2	405	TA	TA	Y	0	199	0	0	0	null	null	null	0	3	2,006	WD	Normal	153,500
83	20	RL	78	10,206	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2,007	2,007	Gable	CompShg	VinylSd	VinylSd	Stone	468	TA	TA	PConc	Gd	TA	No	GLQ	33	Unf	0	1,530	1,563	GasA	Ex	Y	SBrkr	1,563	0	0	1,563	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2,007	RFn	3	758	TA	TA	Y	144	99	0	0	0	null	null	null	0	10	2,008	WD	Normal	245,000
84	20	RL	80	8,892	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1,960	1,960	Gable	CompShg	MetalSd	MetalSd	BrkCmn	66	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1,065	1,065	GasA	Gd	Y	SBrkr	1,065	0	0	1,065	0	0	1	1	3	1	TA	6	Typ	0	null	Detchd	1,974	Unf	2	461	TA	TA	Y	74	0	0	0	0	null	null	null	0	7	2,007	COD	Normal	126,500
85	80	RL	null	8,530	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1,995	1,996	Gable	CompShg	HdBoard	HdBoard	BrkFace	22	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	804	670	0	1,474	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1,995	Fin	2	400	TA	TA	Y	120	72	0	0	0	null	null	null	700	5	2,009	WD	Normal	168,500
86	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	null	null	null	0	4	2,006	WD	Normal	260,000
87	60	RL	122	11,911	Pave	null	IR2	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	684	684	GasA	Ex	Y	SBrkr	684	876	0	1,560	0	0	2	1	3	1	Gd	6	Typ	1	Gd	BuiltIn	2,005	Fin	2	400	TA	TA	Y	100	38	0	0	0	null	null	null	0	3	2,009	WD	Normal	174,000
88	160	FV	40	3,951	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2,009	2,009	Gable	CompShg	VinylSd	VinylSd	Stone	76	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	612	612	GasA	Ex	Y	SBrkr	612	612	0	1,224	0	0	2	1	2	1	Gd	4	Typ	0	null	Detchd	2,009	RFn	2	528	TA	TA	Y	0	234	0	0	0	null	null	null	0	6	2,009	New	Partial	164,500
89	50	C (all)	105	8,470	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	IDOTRR	Feedr	Feedr	1Fam	1.5Fin	3	2	1,915	1,982	Hip	CompShg	Plywood	Plywood	null	0	Fa	Fa	CBlock	TA	Fa	No	Unf	0	Unf	0	1,013	1,013	GasA	TA	N	SBrkr	1,013	0	513	1,526	0	0	1	0	2	1	Fa	6	Typ	0	null	null	null	null	0	0	null	null	N	0	0	156	0	0	null	null	null	0	10	2,009	ConLD	Abnorml	85,000
90	20	RL	60	8,070	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	4	5	1,994	1,995	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	GLQ	588	Unf	0	402	990	GasA	Ex	Y	SBrkr	990	0	0	990	1	0	1	0	3	1	TA	5	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	0	0	null	null	null	0	8	2,007	WD	Normal	123,600
91	20	RL	60	7,200	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1,950	1,950	Gable	CompShg	BrkFace	Wd Sdng	null	0	TA	TA	Slab	null	null	null	null	0	null	0	0	0	GasA	TA	Y	FuseA	1,040	0	0	1,040	0	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,950	Unf	2	420	TA	TA	Y	0	29	0	0	0	null	null	null	0	7	2,006	WD	Normal	109,900
92	20	RL	85	8,500	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	3	1,961	1,961	Hip	CompShg	HdBoard	HdBoard	BrkCmn	203	TA	TA	CBlock	TA	TA	No	Rec	600	Unf	0	635	1,235	GasA	TA	Y	SBrkr	1,235	0	0	1,235	0	0	1	0	2	1	TA	6	Typ	0	null	Attchd	1,961	Unf	2	480	TA	TA	Y	0	0	0	0	0	null	null	null	0	12	2,006	WD	Abnorml	98,600
93	30	RL	80	13,360	Pave	null	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	7	1,921	2,006	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	Gd	BrkTil	Gd	TA	No	ALQ	713	Unf	0	163	876	GasA	Ex	Y	SBrkr	964	0	0	964	1	0	1	0	2	1	TA	5	Typ	0	null	Detchd	1,921	Unf	2	432	TA	TA	Y	0	0	44	0	0	null	null	null	0	8	2,009	WD	Normal	163,500
94	190	C (all)	60	7,200	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	2fmCon	2.5Unf	6	6	1,910	1,998	Hip	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	TA	Fa	Mn	Rec	1,046	Unf	0	168	1,214	GasW	Ex	N	SBrkr	1,260	1,031	0	2,291	0	1	2	0	4	2	TA	9	Typ	1	Gd	Detchd	1,900	Unf	2	506	TA	TA	Y	0	0	0	0	99	null	null	null	0	11	2,007	WD	Normal	133,900
95	60	RL	69	9,337	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	1,997	1,997	Gable	CompShg	VinylSd	VinylSd	null	0	TA	Gd	PConc	Gd	TA	No	GLQ	648	Unf	0	176	824	GasA	Ex	Y	SBrkr	905	881	0	1,786	1	0	2	1	3	1	Gd	7	Typ	0	null	Attchd	1,997	RFn	2	684	TA	TA	Y	0	162	0	0	0	null	null	null	0	5	2,007	WD	Normal	204,750
96	60	RL	null	9,765	Pave	null	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	8	1,993	1,993	Gable	CompShg	VinylSd	VinylSd	BrkFace	68	Ex	Gd	PConc	Gd	Gd	No	ALQ	310	Unf	0	370	680	GasA	Gd	Y	SBrkr	680	790	0	1,470	0	0	2	1	3	1	TA	6	Typ	1	TA	BuiltIn	1,993	Fin	2	420	TA	TA	Y	232	63	0	0	0	null	null	null	480	4	2,009	WD	Normal	185,000
97	20	RL	78	10,264	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1,999	1,999	Gable	CompShg	VinylSd	VinylSd	BrkFace	183	Gd	TA	PConc	Gd	TA	Av	ALQ	1,162	Unf	0	426	1,588	GasA	Ex	Y	SBrkr	1,588	0	0	1,588	0	0	2	0	3	1	Gd	6	Typ	0	null	Attchd	1,999	RFn	2	472	TA	TA	Y	158	29	0	0	0	null	null	null	0	8	2,006	WD	Normal	214,000
98	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	null	null	null	0	5	2,007	WD	Normal	94,750
99	30	RL	85	10,625	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1,920	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	BrkTil	TA	TA	No	ALQ	108	Unf	0	350	458	GasA	Fa	N	SBrkr	835	0	0	835	0	0	1	0	2	1	TA	5	Typ	0	null	Basment	1,920	Unf	1	366	Fa	TA	Y	0	0	77	0	0	null	null	null	400	5	2,010	COD	Abnorml	83,000
100	20	RL	77	9,320	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1,959	1,959	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	569	Unf	0	381	950	GasA	Fa	Y	SBrkr	1,225	0	0	1,225	1	0	1	1	3	1	TA	6	Typ	0	null	null	null	null	0	0	null	null	Y	352	0	0	0	0	null	null	null	400	1	2,010	WD	Normal	128,950

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