diff --git a/.ipynb_checkpoints/Proyecto5-checkpoint.ipynb b/.ipynb_checkpoints/Proyecto5-checkpoint.ipynb new file mode 100644 index 0000000..f4c3d9f --- /dev/null +++ b/.ipynb_checkpoints/Proyecto5-checkpoint.ipynb @@ -0,0 +1,3514 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "973bc860-2734-47ce-8351-835026fd8176", + "metadata": {}, + "source": [ + "##### Lo 1ero que haré, será importar todas las librerías a utilizar en el proyecto:" + ] + }, + { + "cell_type": "code", + "execution_count": 408, + "id": "89e0a664-cce1-440f-9eb8-1712fc7df635", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "import statsmodels.api as sm\n", + "from statsmodels.formula.api import ols\n", + "from scipy.stats import f_oneway\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "from scipy.stats import linregress\n", + "from sklearn import metrics\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.linear_model import Ridge, Lasso\n", + "from sklearn.preprocessing import StandardScaler" + ] + }, + { + "cell_type": "code", + "execution_count": 349, + "id": "29266bbe-a2c1-4d4c-9c17-70b0586fb429", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('housing_prices.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 350, + "id": "d2a3adc5-02bf-441c-afaf-13068a728a4e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IdMSSubClassMSZoningLotFrontageLotAreaStreetAlleyLotShapeLandContourUtilities...PoolAreaPoolQCFenceMiscFeatureMiscValMoSoldYrSoldSaleTypeSaleConditionSalePrice
0160RL65.08450PaveNaNRegLvlAllPub...0NaNNaNNaN022008WDNormal208500
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3470RL60.09550PaveNaNIR1LvlAllPub...0NaNNaNNaN022006WDAbnorml140000
4560RL84.014260PaveNaNIR1LvlAllPub...0NaNNaNNaN0122008WDNormal250000
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" + ], + "text/plain": [ + " Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape \\\n", + "0 1 60 RL 65.0 8450 Pave NaN Reg \n", + "1 2 20 RL 80.0 9600 Pave NaN Reg \n", + "2 3 60 RL 68.0 11250 Pave NaN IR1 \n", + "3 4 70 RL 60.0 9550 Pave NaN IR1 \n", + "4 5 60 RL 84.0 14260 Pave NaN IR1 \n", + "\n", + " LandContour Utilities ... PoolArea PoolQC Fence MiscFeature MiscVal MoSold \\\n", + "0 Lvl AllPub ... 0 NaN NaN NaN 0 2 \n", + "1 Lvl AllPub ... 0 NaN NaN NaN 0 5 \n", + "2 Lvl AllPub ... 0 NaN NaN NaN 0 9 \n", + "3 Lvl AllPub ... 0 NaN NaN NaN 0 2 \n", + "4 Lvl AllPub ... 0 NaN NaN NaN 0 12 \n", + "\n", + " YrSold SaleType SaleCondition SalePrice \n", + "0 2008 WD Normal 208500 \n", + "1 2007 WD Normal 181500 \n", + "2 2008 WD Normal 223500 \n", + "3 2006 WD Abnorml 140000 \n", + "4 2008 WD Normal 250000 \n", + "\n", + "[5 rows x 81 columns]" + ] + }, + "execution_count": 350, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 351, + "id": "7c89b5a2-b629-4e1f-b029-e6cb14cc38c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IdMSSubClassLotFrontageLotAreaOverallQualOverallCondYearBuiltYearRemodAddMasVnrAreaBsmtFinSF1...WoodDeckSFOpenPorchSFEnclosedPorch3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSalePrice
count1460.0000001460.0000001201.0000001460.0000001460.0000001460.0000001460.0000001460.0000001452.0000001460.000000...1460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.000000
mean730.50000056.89726070.04995810516.8280826.0993155.5753421971.2678081984.865753103.685262443.639726...94.24452146.66027421.9541103.40958915.0609592.75890443.4890416.3219182007.815753180921.195890
std421.61000942.30057124.2847529981.2649321.3829971.11279930.20290420.645407181.066207456.098091...125.33879466.25602861.11914929.31733155.75741540.177307496.1230242.7036261.32809579442.502883
min1.00000020.00000021.0000001300.0000001.0000001.0000001872.0000001950.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000001.0000002006.00000034900.000000
25%365.75000020.00000059.0000007553.5000005.0000005.0000001954.0000001967.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000005.0000002007.000000129975.000000
50%730.50000050.00000069.0000009478.5000006.0000005.0000001973.0000001994.0000000.000000383.500000...0.00000025.0000000.0000000.0000000.0000000.0000000.0000006.0000002008.000000163000.000000
75%1095.25000070.00000080.00000011601.5000007.0000006.0000002000.0000002004.000000166.000000712.250000...168.00000068.0000000.0000000.0000000.0000000.0000000.0000008.0000002009.000000214000.000000
max1460.000000190.000000313.000000215245.00000010.0000009.0000002010.0000002010.0000001600.0000005644.000000...857.000000547.000000552.000000508.000000480.000000738.00000015500.00000012.0000002010.000000755000.000000
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8 rows × 38 columns

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" + ], + "text/plain": [ + " Id MSSubClass LotFrontage LotArea OverallQual \\\n", + "count 1460.000000 1460.000000 1201.000000 1460.000000 1460.000000 \n", + "mean 730.500000 56.897260 70.049958 10516.828082 6.099315 \n", + "std 421.610009 42.300571 24.284752 9981.264932 1.382997 \n", + "min 1.000000 20.000000 21.000000 1300.000000 1.000000 \n", + "25% 365.750000 20.000000 59.000000 7553.500000 5.000000 \n", + "50% 730.500000 50.000000 69.000000 9478.500000 6.000000 \n", + "75% 1095.250000 70.000000 80.000000 11601.500000 7.000000 \n", + "max 1460.000000 190.000000 313.000000 215245.000000 10.000000 \n", + "\n", + " OverallCond YearBuilt YearRemodAdd MasVnrArea BsmtFinSF1 ... \\\n", + "count 1460.000000 1460.000000 1460.000000 1452.000000 1460.000000 ... \n", + "mean 5.575342 1971.267808 1984.865753 103.685262 443.639726 ... \n", + "std 1.112799 30.202904 20.645407 181.066207 456.098091 ... \n", + "min 1.000000 1872.000000 1950.000000 0.000000 0.000000 ... \n", + "25% 5.000000 1954.000000 1967.000000 0.000000 0.000000 ... \n", + "50% 5.000000 1973.000000 1994.000000 0.000000 383.500000 ... \n", + "75% 6.000000 2000.000000 2004.000000 166.000000 712.250000 ... \n", + "max 9.000000 2010.000000 2010.000000 1600.000000 5644.000000 ... \n", + "\n", + " WoodDeckSF OpenPorchSF EnclosedPorch 3SsnPorch ScreenPorch \\\n", + "count 1460.000000 1460.000000 1460.000000 1460.000000 1460.000000 \n", + "mean 94.244521 46.660274 21.954110 3.409589 15.060959 \n", + "std 125.338794 66.256028 61.119149 29.317331 55.757415 \n", + "min 0.000000 0.000000 0.000000 0.000000 0.000000 \n", + "25% 0.000000 0.000000 0.000000 0.000000 0.000000 \n", + "50% 0.000000 25.000000 0.000000 0.000000 0.000000 \n", + "75% 168.000000 68.000000 0.000000 0.000000 0.000000 \n", + "max 857.000000 547.000000 552.000000 508.000000 480.000000 \n", + "\n", + " PoolArea MiscVal MoSold YrSold SalePrice \n", + "count 1460.000000 1460.000000 1460.000000 1460.000000 1460.000000 \n", + "mean 2.758904 43.489041 6.321918 2007.815753 180921.195890 \n", + "std 40.177307 496.123024 2.703626 1.328095 79442.502883 \n", + "min 0.000000 0.000000 1.000000 2006.000000 34900.000000 \n", + "25% 0.000000 0.000000 5.000000 2007.000000 129975.000000 \n", + "50% 0.000000 0.000000 6.000000 2008.000000 163000.000000 \n", + "75% 0.000000 0.000000 8.000000 2009.000000 214000.000000 \n", + "max 738.000000 15500.000000 12.000000 2010.000000 755000.000000 \n", + "\n", + "[8 rows x 38 columns]" + ] + }, + "execution_count": 351, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "065dd482-ee51-4171-aa21-4e23ac9c38a0", + "metadata": {}, + "source": [ + "##### Siempre la 1era parte es limpiar un poco nuestro dataset, y de esta forma nos quedaremos solo con la información que creemos será la más relevante para nuestro modelo." + ] + }, + { + "cell_type": "code", + "execution_count": 352, + "id": "5cb2354d-64f6-4b7d-a84d-95d5bf52305c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Analicemos los datos de la variable que queremos precedir:\n", + "\n", + "sns.histplot(df['SalePrice']);" + ] + }, + { + "cell_type": "code", + "execution_count": 353, + "id": "8fabd844-f6ab-429b-96c2-322a256acc43", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Para un análisis más exacto, necesitamos normaliar nuestra variable SalePrice:\n", + "\n", + "df['SalePrice_Norm'] = np.log(df['SalePrice'])\n", + "\n", + "sns.histplot(df['SalePrice_Norm']);" + ] + }, + { + "cell_type": "code", + "execution_count": 354, + "id": "5d5bec32-ef30-40d2-b2e4-f94777e93c18", + "metadata": {}, + "outputs": [], + "source": [ + "# Eliminamos 'Id' ya que no nos aporta nada:\n", + "\n", + "df.drop(columns='Id', inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 355, + "id": "df512c8f-7c70-4046-8c0f-756f7ea484ca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSSubClassMSZoningLotFrontageLotAreaStreetLotShapeLandContourUtilitiesLotConfigLandSlope...3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSaleTypeSaleConditionSalePriceSalePrice_Norm
060RL65.08450PaveRegLvlAllPubInsideGtl...000022008WDNormal20850012.247694
120RL80.09600PaveRegLvlAllPubFR2Gtl...000052007WDNormal18150012.109011
260RL68.011250PaveIR1LvlAllPubInsideGtl...000092008WDNormal22350012.317167
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3 rows × 77 columns

\n", + "
" + ], + "text/plain": [ + " MSSubClass MSZoning LotFrontage LotArea Street LotShape LandContour \\\n", + "0 60 RL 65.0 8450 Pave Reg Lvl \n", + "1 20 RL 80.0 9600 Pave Reg Lvl \n", + "2 60 RL 68.0 11250 Pave IR1 Lvl \n", + "\n", + " Utilities LotConfig LandSlope ... 3SsnPorch ScreenPorch PoolArea MiscVal \\\n", + "0 AllPub Inside Gtl ... 0 0 0 0 \n", + "1 AllPub FR2 Gtl ... 0 0 0 0 \n", + "2 AllPub Inside Gtl ... 0 0 0 0 \n", + "\n", + " MoSold YrSold SaleType SaleCondition SalePrice SalePrice_Norm \n", + "0 2 2008 WD Normal 208500 12.247694 \n", + "1 5 2007 WD Normal 181500 12.109011 \n", + "2 9 2008 WD Normal 223500 12.317167 \n", + "\n", + "[3 rows x 77 columns]" + ] + }, + "execution_count": 355, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Eliminamos columnas con más del 80% de valores nulos:\n", + "\n", + "porcentaje_nulos = df.isnull().sum() * 100 / df.shape[0]\n", + "valores_faltantes = pd.DataFrame({'column_name': df.columns, 'porcentaje_nulos': porcentaje_nulos})\n", + "valores_faltantes = valores_faltantes[valores_faltantes.porcentaje_nulos > 80].round(2)\n", + "columnas_eliminar = list(valores_faltantes.column_name)\n", + "df.drop(columns = columnas_eliminar, inplace = True)\n", + "df.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 356, + "id": "0df7d6e1-7b87-45d5-9f1b-737e4d98c211", + "metadata": {}, + "outputs": [], + "source": [ + "# 1ero separaremos nuestras variables categóricas de las numéricas:\n", + "\n", + "df_categoricas = df.select_dtypes(include=['object','category'])\n", + "df_numericas = df.select_dtypes(include='number')" + ] + }, + { + "cell_type": "code", + "execution_count": 357, + "id": "7f374e05-1523-478d-959c-21e080831305", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['MSZoning', 'Street', 'LotShape', 'LandContour', 'Utilities',\n", + " 'LotConfig', 'LandSlope', 'Neighborhood', 'Condition1', 'Condition2',\n", + " 'BldgType', 'HouseStyle', 'RoofStyle', 'RoofMatl', 'Exterior1st',\n", + " 'Exterior2nd', 'MasVnrType', 'ExterQual', 'ExterCond', 'Foundation',\n", + " 'BsmtQual', 'BsmtCond', 'BsmtExposure', 'BsmtFinType1', 'BsmtFinType2',\n", + " 'Heating', 'HeatingQC', 'CentralAir', 'Electrical', 'KitchenQual',\n", + " 'Functional', 'FireplaceQu', 'GarageType', 'GarageFinish', 'GarageQual',\n", + " 'GarageCond', 'PavedDrive', 'SaleType', 'SaleCondition'],\n", + " dtype='object')" + ] + }, + "execution_count": 357, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 1ero trabajaremos nuestras variables categóricas.\n", + "\n", + "df_categoricas.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 358, + "id": "25395c50-71ff-4dde-b06f-39314c4d189c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dfsum_sqmean_sqFPR(>F)
MSZoning4.07.0358821.75897077.1658952.983031e-52
Street1.00.0002170.0002170.0095059.223679e-01
LotShape3.04.1315561.37718560.4170146.525902e-34
LandContour3.02.2025470.73418232.2085153.078981e-19
Utilities1.00.2108200.2108209.2486762.465360e-03
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" + ], + "text/plain": [ + " df sum_sq mean_sq F PR(>F)\n", + "MSZoning 4.0 7.035882 1.758970 77.165895 2.983031e-52\n", + "Street 1.0 0.000217 0.000217 0.009505 9.223679e-01\n", + "LotShape 3.0 4.131556 1.377185 60.417014 6.525902e-34\n", + "LandContour 3.0 2.202547 0.734182 32.208515 3.078981e-19\n", + "Utilities 1.0 0.210820 0.210820 9.248676 2.465360e-03" + ] + }, + "execution_count": 358, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anova_categoricas = ols('SalePrice_Norm ~ MSZoning + Street +LotShape + LandContour + Utilities + LotConfig + LandSlope + Neighborhood+Condition1+Condition2+BldgType+HouseStyle+RoofStyle+RoofMatl+Exterior1st+Exterior2nd+MasVnrType+ExterQual+ExterCond+Foundation+BsmtQual+BsmtCond+BsmtExposure+BsmtFinType1+BsmtFinType2+Heating+HeatingQC+CentralAir+Electrical+KitchenQual+Functional+FireplaceQu+GarageType+GarageFinish+GarageQual+GarageCond+PavedDrive+SaleType+SaleCondition', data = df).fit()\n", + "sm.stats.anova_lm(anova_categoricas).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 359, + "id": "f3ef604b-6ff7-4bea-be2d-f5b8f12b75ff", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Confianza
Neighborhood100.0
MSZoning100.0
LotShape100.0
BldgType100.0
Exterior1st100.0
ExterQual100.0
RoofStyle100.0
LandContour100.0
MasVnrType100.0
BsmtExposure100.0
RoofMatl100.0
BsmtQual100.0
HouseStyle100.0
KitchenQual100.0
SaleCondition100.0
Condition2100.0
LotConfig100.0
BsmtFinType1100.0
Condition1100.0
Exterior2nd100.0
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" + ], + "text/plain": [ + " Confianza\n", + "Neighborhood 100.0\n", + "MSZoning 100.0\n", + "LotShape 100.0\n", + "BldgType 100.0\n", + "Exterior1st 100.0\n", + "ExterQual 100.0\n", + "RoofStyle 100.0\n", + "LandContour 100.0\n", + "MasVnrType 100.0\n", + "BsmtExposure 100.0\n", + "RoofMatl 100.0\n", + "BsmtQual 100.0\n", + "HouseStyle 100.0\n", + "KitchenQual 100.0\n", + "SaleCondition 100.0\n", + "Condition2 100.0\n", + "LotConfig 100.0\n", + "BsmtFinType1 100.0\n", + "Condition1 100.0\n", + "Exterior2nd 100.0" + ] + }, + "execution_count": 359, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "confianza_categoricas = round((1 - sm.stats.anova_lm(anova_categoricas)[['PR(>F)']].sort_values(by = 'PR(>F)')).rename(columns = {'PR(>F)':'Confianza'})*100, 2)\n", + "confianza_categoricas[confianza_categoricas['Confianza'] == 100]\n", + "\n", + "# Para ir disminuyendo nuestras columnas, nos quedaremos solo con las que tienen una confianza del 100%." + ] + }, + { + "cell_type": "code", + "execution_count": 360, + "id": "cfa88886-69bc-43a3-bdfb-3d6eade67d0c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Neighborhood', 'LotShape', 'BldgType', 'Exterior1st', 'ExterQual', 'RoofStyle', 'LandContour', 'MasVnrType', 'MasVnrType', 'BsmtExposure', 'RoofMatl', 'BsmtQual', 'HouseStyle', 'KitchenQual', 'SaleCondition', 'Condition2', 'LotConfig', 'BsmtFinType1', 'Condition1', 'Exterior2nd']\n" + ] + } + ], + "source": [ + "# Arbitrariamente eliminaré Zona, ya que Neighborhood de por sí incluye la Zona.\n", + "\n", + "columnas_relevantes_categoricas = ['Neighborhood','LotShape','BldgType','Exterior1st','ExterQual','RoofStyle','LandContour','MasVnrType','MasVnrType','BsmtExposure','RoofMatl',\n", + " 'BsmtQual','HouseStyle','KitchenQual','SaleCondition','Condition2','LotConfig','BsmtFinType1','Condition1','Exterior2nd']\n", + "print(columnas_relevantes_categoricas)" + ] + }, + { + "cell_type": "code", + "execution_count": 439, + "id": "20ed0e23-3453-478c-8591-b747719b362c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Neighborhood\n", + "NAmes 225\n", + "CollgCr 150\n", + "OldTown 113\n", + "Edwards 100\n", + "Somerst 86\n", + "Gilbert 79\n", + "NridgHt 77\n", + "Sawyer 74\n", + "NWAmes 73\n", + "SawyerW 59\n", + "BrkSide 58\n", + "Crawfor 51\n", + "Mitchel 49\n", + "NoRidge 41\n", + "Timber 38\n", + "IDOTRR 37\n", + "ClearCr 28\n", + "StoneBr 25\n", + "SWISU 25\n", + "MeadowV 17\n", + "Blmngtn 17\n", + "BrDale 16\n", + "Veenker 11\n", + "NPkVill 9\n", + "Blueste 2\n", + "Name: Neighborhood, dtype: int64\n", + "NAmes 0.154110\n", + "CollgCr 0.102740\n", + "OldTown 0.077397\n", + "Edwards 0.068493\n", + "Somerst 0.058904\n", + "Gilbert 0.054110\n", + "NridgHt 0.052740\n", + "Sawyer 0.050685\n", + "NWAmes 0.050000\n", + "SawyerW 0.040411\n", + "BrkSide 0.039726\n", + "Crawfor 0.034932\n", + "Mitchel 0.033562\n", + "NoRidge 0.028082\n", + "Timber 0.026027\n", + "IDOTRR 0.025342\n", + "ClearCr 0.019178\n", + "StoneBr 0.017123\n", + "SWISU 0.017123\n", + "MeadowV 0.011644\n", + "Blmngtn 0.011644\n", + "BrDale 0.010959\n", + "Veenker 0.007534\n", + "NPkVill 0.006164\n", + "Blueste 0.001370\n", + "Name: Neighborhood, dtype: float64\n", + "\n", + " LotShape\n", + "Reg 925\n", + "IR1 484\n", + "IR2 41\n", + "IR3 10\n", + "Name: LotShape, dtype: int64\n", + "Reg 0.633562\n", + "IR1 0.331507\n", + "IR2 0.028082\n", + "IR3 0.006849\n", + "Name: LotShape, dtype: float64\n", + "\n", + " BldgType\n", + "1Fam 1220\n", + "TwnhsE 114\n", + "Duplex 52\n", + "Twnhs 43\n", + "2fmCon 31\n", + "Name: BldgType, dtype: int64\n", + "1Fam 0.835616\n", + "TwnhsE 0.078082\n", + "Duplex 0.035616\n", + "Twnhs 0.029452\n", + "2fmCon 0.021233\n", + "Name: BldgType, dtype: float64\n", + "\n", + " Exterior1st\n", + "VinylSd 515\n", + "HdBoard 222\n", + "MetalSd 220\n", + "Wd Sdng 206\n", + "Plywood 108\n", + "CemntBd 61\n", + "BrkFace 50\n", + "WdShing 26\n", + "Stucco 25\n", + "AsbShng 20\n", + "BrkComm 2\n", + "Stone 2\n", + "AsphShn 1\n", + "ImStucc 1\n", + "CBlock 1\n", + "Name: Exterior1st, dtype: int64\n", + "VinylSd 0.352740\n", + "HdBoard 0.152055\n", + "MetalSd 0.150685\n", + "Wd Sdng 0.141096\n", + "Plywood 0.073973\n", + "CemntBd 0.041781\n", + "BrkFace 0.034247\n", + "WdShing 0.017808\n", + "Stucco 0.017123\n", + "AsbShng 0.013699\n", + "BrkComm 0.001370\n", + "Stone 0.001370\n", + "AsphShn 0.000685\n", + "ImStucc 0.000685\n", + "CBlock 0.000685\n", + "Name: Exterior1st, dtype: float64\n", + "\n", + " ExterQual\n", + "TA 906\n", + "Gd 488\n", + "Ex 52\n", + "Fa 14\n", + "Name: ExterQual, dtype: int64\n", + "TA 0.620548\n", + "Gd 0.334247\n", + "Ex 0.035616\n", + "Fa 0.009589\n", + "Name: ExterQual, dtype: float64\n", + "\n", + " RoofStyle\n", + "Gable 1141\n", + "Hip 286\n", + "Flat 13\n", + "Gambrel 11\n", + "Mansard 7\n", + "Shed 2\n", + "Name: RoofStyle, dtype: int64\n", + "Gable 0.781507\n", + "Hip 0.195890\n", + "Flat 0.008904\n", + "Gambrel 0.007534\n", + "Mansard 0.004795\n", + "Shed 0.001370\n", + "Name: RoofStyle, dtype: float64\n", + "\n", + " LandContour\n", + "Lvl 1311\n", + "Bnk 63\n", + "HLS 50\n", + "Low 36\n", + "Name: LandContour, dtype: int64\n", + "Lvl 0.897945\n", + "Bnk 0.043151\n", + "HLS 0.034247\n", + "Low 0.024658\n", + "Name: LandContour, dtype: float64\n", + "\n", + " MasVnrType\n", + "None 864\n", + "BrkFace 445\n", + "Stone 128\n", + "BrkCmn 15\n", + "Name: MasVnrType, dtype: int64\n", + "None 0.591781\n", + "BrkFace 0.304795\n", + "Stone 0.087671\n", + "BrkCmn 0.010274\n", + "Name: MasVnrType, dtype: float64\n", + "\n", + " MasVnrType\n", + "None 864\n", + "BrkFace 445\n", + "Stone 128\n", + "BrkCmn 15\n", + "Name: MasVnrType, dtype: int64\n", + "None 0.591781\n", + "BrkFace 0.304795\n", + "Stone 0.087671\n", + "BrkCmn 0.010274\n", + "Name: MasVnrType, dtype: float64\n", + "\n", + " BsmtExposure\n", + "No 953\n", + "Av 221\n", + "Gd 134\n", + "Mn 114\n", + "Name: BsmtExposure, dtype: int64\n", + "No 0.652740\n", + "Av 0.151370\n", + "Gd 0.091781\n", + "Mn 0.078082\n", + "Name: BsmtExposure, dtype: float64\n", + "\n", + " RoofMatl\n", + "CompShg 1434\n", + "Tar&Grv 11\n", + "WdShngl 6\n", + "WdShake 5\n", + "Metal 1\n", + "Membran 1\n", + "Roll 1\n", + "ClyTile 1\n", + "Name: RoofMatl, dtype: int64\n", + "CompShg 0.982192\n", + "Tar&Grv 0.007534\n", + "WdShngl 0.004110\n", + "WdShake 0.003425\n", + "Metal 0.000685\n", + "Membran 0.000685\n", + "Roll 0.000685\n", + "ClyTile 0.000685\n", + "Name: RoofMatl, dtype: float64\n", + "\n", + " BsmtQual\n", + "TA 649\n", + "Gd 618\n", + "Ex 121\n", + "Fa 35\n", + "Name: BsmtQual, dtype: int64\n", + "TA 0.444521\n", + "Gd 0.423288\n", + "Ex 0.082877\n", + "Fa 0.023973\n", + "Name: BsmtQual, dtype: float64\n", + "\n", + " HouseStyle\n", + "1Story 726\n", + "2Story 445\n", + "1.5Fin 154\n", + "SLvl 65\n", + "SFoyer 37\n", + "1.5Unf 14\n", + "2.5Unf 11\n", + "2.5Fin 8\n", + "Name: HouseStyle, dtype: int64\n", + "1Story 0.497260\n", + "2Story 0.304795\n", + "1.5Fin 0.105479\n", + "SLvl 0.044521\n", + "SFoyer 0.025342\n", + "1.5Unf 0.009589\n", + "2.5Unf 0.007534\n", + "2.5Fin 0.005479\n", + "Name: HouseStyle, dtype: float64\n", + "\n", + " KitchenQual\n", + "TA 735\n", + "Gd 586\n", + "Ex 100\n", + "Fa 39\n", + "Name: KitchenQual, dtype: int64\n", + "TA 0.503425\n", + "Gd 0.401370\n", + "Ex 0.068493\n", + "Fa 0.026712\n", + "Name: KitchenQual, dtype: float64\n", + "\n", + " SaleCondition\n", + "Normal 1198\n", + "Partial 125\n", + "Abnorml 101\n", + "Family 20\n", + "Alloca 12\n", + "AdjLand 4\n", + "Name: SaleCondition, dtype: int64\n", + "Normal 0.820548\n", + "Partial 0.085616\n", + "Abnorml 0.069178\n", + "Family 0.013699\n", + "Alloca 0.008219\n", + "AdjLand 0.002740\n", + "Name: SaleCondition, dtype: float64\n", + "\n", + " Condition2\n", + "Norm 1445\n", + "Feedr 6\n", + "Artery 2\n", + "RRNn 2\n", + "PosN 2\n", + "PosA 1\n", + "RRAn 1\n", + "RRAe 1\n", + "Name: Condition2, dtype: int64\n", + "Norm 0.989726\n", + "Feedr 0.004110\n", + "Artery 0.001370\n", + "RRNn 0.001370\n", + "PosN 0.001370\n", + "PosA 0.000685\n", + "RRAn 0.000685\n", + "RRAe 0.000685\n", + "Name: Condition2, dtype: float64\n", + "\n", + " LotConfig\n", + "Inside 1052\n", + "Corner 263\n", + "CulDSac 94\n", + "FR2 47\n", + "FR3 4\n", + "Name: LotConfig, dtype: int64\n", + "Inside 0.720548\n", + "Corner 0.180137\n", + "CulDSac 0.064384\n", + "FR2 0.032192\n", + "FR3 0.002740\n", + "Name: LotConfig, dtype: float64\n", + "\n", + " BsmtFinType1\n", + "Unf 430\n", + "GLQ 418\n", + "ALQ 220\n", + "BLQ 148\n", + "Rec 133\n", + "LwQ 74\n", + "Name: BsmtFinType1, dtype: int64\n", + "Unf 0.294521\n", + "GLQ 0.286301\n", + "ALQ 0.150685\n", + "BLQ 0.101370\n", + "Rec 0.091096\n", + "LwQ 0.050685\n", + "Name: BsmtFinType1, dtype: float64\n", + "\n", + " Condition1\n", + "Norm 1260\n", + "Feedr 81\n", + "Artery 48\n", + "RRAn 26\n", + "PosN 19\n", + "RRAe 11\n", + "PosA 8\n", + "RRNn 5\n", + "RRNe 2\n", + "Name: Condition1, dtype: int64\n", + "Norm 0.863014\n", + "Feedr 0.055479\n", + "Artery 0.032877\n", + "RRAn 0.017808\n", + "PosN 0.013014\n", + "RRAe 0.007534\n", + "PosA 0.005479\n", + "RRNn 0.003425\n", + "RRNe 0.001370\n", + "Name: Condition1, dtype: float64\n", + "\n", + " Exterior2nd\n", + "VinylSd 504\n", + "MetalSd 214\n", + "HdBoard 207\n", + "Wd Sdng 197\n", + "Plywood 142\n", + "CmentBd 60\n", + "Wd Shng 38\n", + "Stucco 26\n", + "BrkFace 25\n", + "AsbShng 20\n", + "ImStucc 10\n", + "Brk Cmn 7\n", + "Stone 5\n", + "AsphShn 3\n", + "Other 1\n", + "CBlock 1\n", + "Name: Exterior2nd, dtype: int64\n", + "VinylSd 0.345205\n", + "MetalSd 0.146575\n", + "HdBoard 0.141781\n", + "Wd Sdng 0.134932\n", + "Plywood 0.097260\n", + "CmentBd 0.041096\n", + "Wd Shng 0.026027\n", + "Stucco 0.017808\n", + "BrkFace 0.017123\n", + "AsbShng 0.013699\n", + "ImStucc 0.006849\n", + "Brk Cmn 0.004795\n", + "Stone 0.003425\n", + "AsphShn 0.002055\n", + "Other 0.000685\n", + "CBlock 0.000685\n", + "Name: Exterior2nd, dtype: float64\n" + ] + } + ], + "source": [ + "for cat in columnas_relevantes_categoricas:\n", + " print(\"\\n\",cat)\n", + " print(df[cat].value_counts())\n", + " print((df[cat].value_counts()/len(df[cat]))) " + ] + }, + { + "cell_type": "code", + "execution_count": 361, + "id": "0698170b-9451-4099-9d40-46af4413ceb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSZoningStreetLotShapeLandContourUtilitiesLotConfigLandSlopeCondition1Condition2BldgType...Neighborhood_NoRidgeNeighborhood_NridgHtNeighborhood_OldTownNeighborhood_SWISUNeighborhood_SawyerNeighborhood_SawyerWNeighborhood_SomerstNeighborhood_StoneBrNeighborhood_TimberNeighborhood_Veenker
0RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1RLPaveRegLvlAllPubFR2GtlFeedrNorm1Fam...0000000001
2RLPaveIR1LvlAllPubInsideGtlNormNorm1Fam...0000000000
3RLPaveIR1LvlAllPubCornerGtlNormNorm1Fam...0000000000
4RLPaveIR1LvlAllPubFR2GtlNormNorm1Fam...1000000000
..................................................................
1455RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1456RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1457RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1458RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1459RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
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1460 rows × 63 columns

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" + ], + "text/plain": [ + " MSZoning Street LotShape LandContour Utilities LotConfig LandSlope \\\n", + "0 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1 RL Pave Reg Lvl AllPub FR2 Gtl \n", + "2 RL Pave IR1 Lvl AllPub Inside Gtl \n", + "3 RL Pave IR1 Lvl AllPub Corner Gtl \n", + "4 RL Pave IR1 Lvl AllPub FR2 Gtl \n", + "... ... ... ... ... ... ... ... \n", + "1455 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1456 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1457 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1458 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1459 RL Pave Reg Lvl AllPub Inside Gtl \n", + "\n", + " Condition1 Condition2 BldgType ... Neighborhood_NoRidge \\\n", + "0 Norm Norm 1Fam ... 0 \n", + "1 Feedr Norm 1Fam ... 0 \n", + "2 Norm Norm 1Fam ... 0 \n", + "3 Norm Norm 1Fam ... 0 \n", + "4 Norm Norm 1Fam ... 1 \n", + "... ... ... ... ... ... \n", + "1455 Norm Norm 1Fam ... 0 \n", + "1456 Norm Norm 1Fam ... 0 \n", + "1457 Norm Norm 1Fam ... 0 \n", + "1458 Norm Norm 1Fam ... 0 \n", + "1459 Norm Norm 1Fam ... 0 \n", + "\n", + " Neighborhood_NridgHt Neighborhood_OldTown Neighborhood_SWISU \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Sawyer Neighborhood_SawyerW Neighborhood_Somerst \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_StoneBr Neighborhood_Timber Neighborhood_Veenker \n", + "0 0 0 0 \n", + "1 0 0 1 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + "[1460 rows x 63 columns]" + ] + }, + "execution_count": 361, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "categoricas_dummies = pd.get_dummies(df_categoricas, columns = ['Neighborhood'])\n", + "categoricas_dummies" + ] + }, + { + "cell_type": "code", + "execution_count": 362, + "id": "31f6288e-6469-4050-a9f9-d1a07f6fced8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.571\n", + "Model: OLS Adj. R-squared: 0.564\n", + "Method: Least Squares F-statistic: 79.52\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 4.04e-243\n", + "Time: 12:11:32 Log-Likelihood: -113.89\n", + "No. Observations: 1460 AIC: 277.8\n", + "Df Residuals: 1435 BIC: 409.9\n", + "Df Model: 24 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 11.5674 0.011 1021.785 0.000 11.545 11.590\n", + "Blmngtn 0.6020 0.063 9.629 0.000 0.479 0.725\n", + "Blueste 0.2592 0.180 1.443 0.149 -0.093 0.612\n", + "BrDale -0.0195 0.064 -0.303 0.762 -0.146 0.107\n", + "BrkSide 0.1123 0.035 3.195 0.001 0.043 0.181\n", + "ClearCr 0.6725 0.049 13.661 0.000 0.576 0.769\n", + "CollgCr 0.5963 0.024 25.273 0.000 0.550 0.643\n", + "Crawfor 0.6393 0.037 17.157 0.000 0.566 0.712\n", + "Edwards 0.1449 0.028 5.220 0.000 0.090 0.199\n", + "Gilbert 0.5884 0.031 19.175 0.000 0.528 0.649\n", + "IDOTRR -0.1205 0.043 -2.790 0.005 -0.205 -0.036\n", + "MeadowV -0.0929 0.063 -1.485 0.138 -0.215 0.030\n", + "Mitchel 0.3666 0.038 9.661 0.000 0.292 0.441\n", + "NAmes 0.3007 0.020 14.780 0.000 0.261 0.341\n", + "NPkVill 0.2991 0.085 3.508 0.000 0.132 0.466\n", + "NWAmes 0.5632 0.032 17.735 0.000 0.501 0.626\n", + "NoRidge 1.1086 0.041 26.922 0.000 1.028 1.189\n", + "NridgHt 1.0520 0.031 33.904 0.000 0.991 1.113\n", + "OldTown 0.1365 0.026 5.170 0.000 0.085 0.188\n", + "SWISU 0.2711 0.052 5.217 0.000 0.169 0.373\n", + "Sawyer 0.2441 0.032 7.732 0.000 0.182 0.306\n", + "SawyerW 0.5233 0.035 14.998 0.000 0.455 0.592\n", + "Somerst 0.7291 0.030 24.642 0.000 0.671 0.787\n", + "StoneBr 1.0181 0.052 19.597 0.000 0.916 1.120\n", + "Timber 0.7961 0.043 18.663 0.000 0.712 0.880\n", + "Veenker 0.7768 0.077 10.053 0.000 0.625 0.928\n", + "==============================================================================\n", + "Omnibus: 64.433 Durbin-Watson: 1.929\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 203.569\n", + "Skew: 0.037 Prob(JB): 6.25e-45\n", + "Kurtosis: 4.828 Cond. No. 7.45e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 2.82e-29. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "# Mi sentido común diría que la variable más importante DEBERÍA ser 'Neighborhood' (por experiencia buscando casas JAJAJA).\n", + "\n", + "X = sm.add_constant(pd.get_dummies(df['Neighborhood']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 363, + "id": "5d2b3c10-1093-4304-8691-a99388f16782", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.129\n", + "Model: OLS Adj. R-squared: 0.126\n", + "Method: Least Squares F-statistic: 43.08\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 1.69e-41\n", + "Time: 12:11:33 Log-Likelihood: -630.52\n", + "No. Observations: 1460 AIC: 1273.\n", + "Df Residuals: 1454 BIC: 1305.\n", + "Df Model: 5 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 10.2221 0.034 302.185 0.000 10.156 10.288\n", + "Abnorml 1.5667 0.046 33.942 0.000 1.476 1.657\n", + "AdjLand 1.3071 0.161 8.099 0.000 0.990 1.624\n", + "Alloca 1.6924 0.097 17.414 0.000 1.502 1.883\n", + "Family 1.6476 0.078 21.052 0.000 1.494 1.801\n", + "Normal 1.7830 0.035 50.891 0.000 1.714 1.852\n", + "Partial 2.2254 0.044 50.510 0.000 2.139 2.312\n", + "==============================================================================\n", + "Omnibus: 28.788 Durbin-Watson: 1.961\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 52.212\n", + "Skew: 0.110 Prob(JB): 4.59e-12\n", + "Kurtosis: 3.900 Cond. No. 1.93e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 6.79e-28. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "# Para verificar lo anterior, nuevamente usaremos el sentido común, y veremos también por intuición si existe alguna de esas variables que tenga más peso en el valor del precio:\n", + "\n", + "X = sm.add_constant(pd.get_dummies(df['SaleCondition']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 364, + "id": "eca4d304-9b8e-4f5f-abd4-b9352e686c5d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.461\n", + "Model: OLS Adj. R-squared: 0.460\n", + "Method: Least Squares F-statistic: 415.3\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 6.94e-195\n", + "Time: 12:11:33 Log-Likelihood: -280.03\n", + "No. Observations: 1460 AIC: 568.1\n", + "Df Residuals: 1456 BIC: 589.2\n", + "Df Model: 3 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 9.6436 0.018 536.317 0.000 9.608 9.679\n", + "Ex 3.1205 0.036 85.970 0.000 3.049 3.192\n", + "Fa 1.6610 0.063 26.210 0.000 1.537 1.785\n", + "Gd 2.6677 0.021 128.760 0.000 2.627 2.708\n", + "TA 2.1944 0.020 112.515 0.000 2.156 2.233\n", + "==============================================================================\n", + "Omnibus: 76.250 Durbin-Watson: 1.932\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 213.453\n", + "Skew: -0.229 Prob(JB): 4.46e-47\n", + "Kurtosis: 4.816 Cond. No. 7.62e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 3.83e-29. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "X = sm.add_constant(pd.get_dummies(df['ExterQual']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 365, + "id": "098b6b62-0ecc-4777-9e6a-0641f6e25e01", + "metadata": {}, + "outputs": [], + "source": [ + "# Vemos que de las 3, Neighborhood sigue siendo la más importante." + ] + }, + { + "cell_type": "markdown", + "id": "bd06e2d7-e5b2-467f-a40d-a1a6579a4810", + "metadata": {}, + "source": [ + "##### Vamos ahora a trabajar las variables numéricas:" + ] + }, + { + "cell_type": "code", + "execution_count": 366, + "id": "0b916db2-2384-4a49-8efe-5bb38a4ddf7f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSSubClassLotFrontageLotAreaOverallQualOverallCondYearBuiltYearRemodAddMasVnrAreaBsmtFinSF1BsmtFinSF2...OpenPorchSFEnclosedPorch3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSalePriceSalePrice_Norm
06065.084507520032003196.07060...61000002200820850012.247694
12080.0960068197619760.09780...0000005200718150012.109011
26068.0112507520012002162.04860...42000009200822350012.317167
37060.0955075191519700.02160...3527200002200614000011.849398
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5 rows × 38 columns

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" + ], + "text/plain": [ + " MSSubClass LotFrontage LotArea OverallQual OverallCond YearBuilt \\\n", + "0 60 65.0 8450 7 5 2003 \n", + "1 20 80.0 9600 6 8 1976 \n", + "2 60 68.0 11250 7 5 2001 \n", + "3 70 60.0 9550 7 5 1915 \n", + "4 60 84.0 14260 8 5 2000 \n", + "\n", + " YearRemodAdd MasVnrArea BsmtFinSF1 BsmtFinSF2 ... OpenPorchSF \\\n", + "0 2003 196.0 706 0 ... 61 \n", + "1 1976 0.0 978 0 ... 0 \n", + "2 2002 162.0 486 0 ... 42 \n", + "3 1970 0.0 216 0 ... 35 \n", + "4 2000 350.0 655 0 ... 84 \n", + "\n", + " EnclosedPorch 3SsnPorch ScreenPorch PoolArea MiscVal MoSold YrSold \\\n", + "0 0 0 0 0 0 2 2008 \n", + "1 0 0 0 0 0 5 2007 \n", + "2 0 0 0 0 0 9 2008 \n", + "3 272 0 0 0 0 2 2006 \n", + "4 0 0 0 0 0 12 2008 \n", + "\n", + " SalePrice SalePrice_Norm \n", + "0 208500 12.247694 \n", + "1 181500 12.109011 \n", + "2 223500 12.317167 \n", + "3 140000 11.849398 \n", + "4 250000 12.429216 \n", + "\n", + "[5 rows x 38 columns]" + ] + }, + "execution_count": 366, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_numericas.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 397, + "id": "0ec9a4cc-ca06-42cb-a5dc-3cfa54e8facd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OverallQual 0.817184\n", + "GrLivArea 0.700927\n", + "GarageCars 0.680625\n", + "GarageArea 0.650888\n", + "TotalBsmtSF 0.612134\n", + "1stFlrSF 0.596981\n", + "FullBath 0.594771\n", + "YearBuilt 0.586570\n", + "YearRemodAdd 0.565608\n", + "GarageYrBlt 0.541073\n", + "TotRmsAbvGrd 0.534422\n", + "Name: SalePrice_Norm, dtype: float64" + ] + }, + "execution_count": 397, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Nos quedaremos con aquellas variables que tengan mayor correlación con 'SalePrice'. Definiremos un 0.5 como número de corte:\n", + "\n", + "correlacion = df_numericas.corr()\n", + "df_numericas_corr = correlacion[(correlacion['SalePrice_Norm']>=0.5)|(correlacion['SalePrice_Norm']<=-0.5)].sort_values(by='SalePrice_Norm', ascending=False)\n", + "col_num = set(df_numericas_corr.index)\n", + "col_totales = set(correlacion.columns)\n", + "col_elim = list(col_totales - col_num)\n", + "df_numericas_corr.drop(columns = col_elim, inplace=True)\n", + "df_numericas_corr.SalePrice_Norm[2:]" + ] + }, + { + "cell_type": "code", + "execution_count": 399, + "id": "f1d87dc5-c9d7-4666-8a6c-861fcbd864ed", + "metadata": {}, + "outputs": [], + "source": [ + "# Tenemos 3 variables relacionadas al garage, así que tomaré solamente la con mayor correlación, es decir, GarageCars.\n", + "# Por otro lado, también tenemos 3 variables relacionadas a sqare feet, por lo que me quedaré con GrLivArea que considera tanto TotalBsmtSF como 1stFlrSF." + ] + }, + { + "cell_type": "code", + "execution_count": 402, + "id": "d230a849-4d4a-4b4d-9d28-0c45f4614eb6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5 397\n", + "6 374\n", + "7 319\n", + "8 168\n", + "4 116\n", + "9 43\n", + "3 20\n", + "10 18\n", + "2 3\n", + "1 2\n", + "Name: OverallQual, dtype: int64" + ] + }, + "execution_count": 402, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.OverallQual.value_counts()\n", + "\n", + "# No entiendo muy bien el tratamiento de esta variable, ya que es categórica." + ] + }, + { + "cell_type": "code", + "execution_count": 418, + "id": "016e515d-73f1-4af1-816d-411305bb8429", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dfsum_sqmean_sqFPR(>F)
Neighborhood24.0132.8844255.536851140.0520790.000000e+00
OverallQual1.043.22414943.2241491093.3347881.100729e-178
Residual1434.056.6920850.039534NaNNaN
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" + ], + "text/plain": [ + " df sum_sq mean_sq F PR(>F)\n", + "Neighborhood 24.0 132.884425 5.536851 140.052079 0.000000e+00\n", + "OverallQual 1.0 43.224149 43.224149 1093.334788 1.100729e-178\n", + "Residual 1434.0 56.692085 0.039534 NaN NaN" + ] + }, + "execution_count": 418, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anova_categoricas_2 = ols('SalePrice_Norm ~ Neighborhood + OverallQual', data = df).fit()\n", + "sm.stats.anova_lm(anova_categoricas_2).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 420, + "id": "944adb1a-b7c3-4aa3-9197-fe02ed891be0", + "metadata": {}, + "outputs": [], + "source": [ + "# Al menos una media es distinta." + ] + }, + { + "cell_type": "code", + "execution_count": 431, + "id": "34933d1b-6eea-462f-be09-e9fac50ed6e5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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OverallQualGrLivAreaGarageCarsFullBathYearBuiltYearRemodAddTotRmsAbvGrdNeighborhood
07171022200320038CollgCr
16126222197619766Veenker
27178622200120026CollgCr
37171731191519707Crawfor
48219832200020009NoRidge
...........................
14556164722199920007Gilbert
14566207322197819887NWAmes
14577234012194120069Crawfor
14585107811195019965NAmes
14595125611196519656Edwards
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1460 rows × 8 columns

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" + ], + "text/plain": [ + " OverallQual GrLivArea GarageCars FullBath YearBuilt YearRemodAdd \\\n", + "0 7 1710 2 2 2003 2003 \n", + "1 6 1262 2 2 1976 1976 \n", + "2 7 1786 2 2 2001 2002 \n", + "3 7 1717 3 1 1915 1970 \n", + "4 8 2198 3 2 2000 2000 \n", + "... ... ... ... ... ... ... \n", + "1455 6 1647 2 2 1999 2000 \n", + "1456 6 2073 2 2 1978 1988 \n", + "1457 7 2340 1 2 1941 2006 \n", + "1458 5 1078 1 1 1950 1996 \n", + "1459 5 1256 1 1 1965 1965 \n", + "\n", + " TotRmsAbvGrd Neighborhood \n", + "0 8 CollgCr \n", + "1 6 Veenker \n", + "2 6 CollgCr \n", + "3 7 Crawfor \n", + "4 9 NoRidge \n", + "... ... ... \n", + "1455 7 Gilbert \n", + "1456 7 NWAmes \n", + "1457 9 Crawfor \n", + "1458 5 NAmes \n", + "1459 6 Edwards \n", + "\n", + "[1460 rows x 8 columns]" + ] + }, + "execution_count": 431, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_final = df[['OverallQual','GrLivArea','GarageCars','FullBath','YearBuilt','YearRemodAdd','TotRmsAbvGrd','Neighborhood']]\n", + "df_final.dropna(inplace=True)\n", + "df_final" + ] + }, + { + "cell_type": "code", + "execution_count": 432, + "id": "5896c7e3-5bbb-48b4-98fd-7717d9384c36", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GrLivAreaGarageCarsFullBathYearBuiltYearRemodAddTotRmsAbvGrdOverallQual_1OverallQual_2OverallQual_3OverallQual_4...Neighborhood_NoRidgeNeighborhood_NridgHtNeighborhood_OldTownNeighborhood_SWISUNeighborhood_SawyerNeighborhood_SawyerWNeighborhood_SomerstNeighborhood_StoneBrNeighborhood_TimberNeighborhood_Veenker
01710222003200380000...0000000000
11262221976197660000...0000000001
21786222001200260000...0000000000
31717311915197070000...0000000000
42198322000200090000...1000000000
..................................................................
14551647221999200070000...0000000000
14562073221978198870000...0000000000
14572340121941200690000...0000000000
14581078111950199650000...0000000000
14591256111965196560000...0000000000
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1460 rows × 41 columns

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" + ], + "text/plain": [ + " GrLivArea GarageCars FullBath YearBuilt YearRemodAdd TotRmsAbvGrd \\\n", + "0 1710 2 2 2003 2003 8 \n", + "1 1262 2 2 1976 1976 6 \n", + "2 1786 2 2 2001 2002 6 \n", + "3 1717 3 1 1915 1970 7 \n", + "4 2198 3 2 2000 2000 9 \n", + "... ... ... ... ... ... ... \n", + "1455 1647 2 2 1999 2000 7 \n", + "1456 2073 2 2 1978 1988 7 \n", + "1457 2340 1 2 1941 2006 9 \n", + "1458 1078 1 1 1950 1996 5 \n", + "1459 1256 1 1 1965 1965 6 \n", + "\n", + " OverallQual_1 OverallQual_2 OverallQual_3 OverallQual_4 ... \\\n", + "0 0 0 0 0 ... \n", + "1 0 0 0 0 ... \n", + "2 0 0 0 0 ... \n", + "3 0 0 0 0 ... \n", + "4 0 0 0 0 ... \n", + "... ... ... ... ... ... \n", + "1455 0 0 0 0 ... \n", + "1456 0 0 0 0 ... \n", + "1457 0 0 0 0 ... \n", + "1458 0 0 0 0 ... \n", + "1459 0 0 0 0 ... \n", + "\n", + " Neighborhood_NoRidge Neighborhood_NridgHt Neighborhood_OldTown \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 1 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_SWISU Neighborhood_Sawyer Neighborhood_SawyerW \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Somerst Neighborhood_StoneBr Neighborhood_Timber \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Veenker \n", + "0 0 \n", + "1 1 \n", + "2 0 \n", + "3 0 \n", + "4 0 \n", + "... ... \n", + "1455 0 \n", + "1456 0 \n", + "1457 0 \n", + "1458 0 \n", + "1459 0 \n", + "\n", + "[1460 rows x 41 columns]" + ] + }, + "execution_count": 432, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_con_dummies = pd.get_dummies(df_final, columns = ['OverallQual','Neighborhood'])\n", + "df_con_dummies" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "id": "a7636202-445c-4339-9719-a8ff99eadf39", + "metadata": {}, + "outputs": [], + "source": [ + "X = sm.add_constant(df_con_dummies)\n", + "y = df['SalePrice']" + ] + }, + { + "cell_type": "code", + "execution_count": 446, + "id": "598c7dfe-a1b4-4ed8-9b4d-3cf95207a985", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
OLS Regression Results
Dep. Variable: SalePrice R-squared: 0.831
Model: OLS Adj. R-squared: 0.827
Method: Least Squares F-statistic: 179.7
Date: Sun, 31 Jul 2022 Prob (F-statistic): 0.00
Time: 18:33:15 Log-Likelihood: -17244.
No. Observations: 1460 AIC: 3.457e+04
Df Residuals: 1420 BIC: 3.478e+04
Df Model: 39
Covariance Type: nonrobust
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coef std err t P>|t| [0.025 0.975]
const -9.083e+05 1.37e+05 -6.611 0.000 -1.18e+06 -6.39e+05
GrLivArea 51.1299 3.795 13.472 0.000 43.685 58.575
GarageCars 1.224e+04 1637.459 7.477 0.000 9030.733 1.55e+04
FullBath -1362.8161 2470.543 -0.552 0.581 -6209.123 3483.491
YearBuilt 254.9062 67.960 3.751 0.000 121.593 388.219
YearRemodAdd 319.3506 57.835 5.522 0.000 205.899 432.802
TotRmsAbvGrd -669.5191 1010.580 -0.663 0.508 -2651.910 1312.872
OverallQual_1 -1.394e+05 2.5e+04 -5.578 0.000 -1.88e+05 -9.04e+04
OverallQual_2 -1.421e+05 2.22e+04 -6.389 0.000 -1.86e+05 -9.85e+04
OverallQual_3 -1.396e+05 1.5e+04 -9.315 0.000 -1.69e+05 -1.1e+05
OverallQual_4 -1.256e+05 1.39e+04 -9.022 0.000 -1.53e+05 -9.83e+04
OverallQual_5 -1.195e+05 1.39e+04 -8.579 0.000 -1.47e+05 -9.22e+04
OverallQual_6 -1.135e+05 1.42e+04 -7.983 0.000 -1.41e+05 -8.56e+04
OverallQual_7 -9.962e+04 1.47e+04 -6.765 0.000 -1.29e+05 -7.07e+04
OverallQual_8 -6.846e+04 1.51e+04 -4.521 0.000 -9.82e+04 -3.88e+04
OverallQual_9 4638.4983 1.61e+04 0.288 0.773 -2.69e+04 3.62e+04
OverallQual_10 3.485e+04 1.72e+04 2.023 0.043 1059.797 6.86e+04
Neighborhood_Blmngtn -4.934e+04 1.07e+04 -4.601 0.000 -7.04e+04 -2.83e+04
Neighborhood_Blueste -6.764e+04 2.33e+04 -2.908 0.004 -1.13e+05 -2.2e+04
Neighborhood_BrDale -7.137e+04 9862.748 -7.237 0.000 -9.07e+04 -5.2e+04
Neighborhood_BrkSide -3.938e+04 5946.819 -6.623 0.000 -5.11e+04 -2.77e+04
Neighborhood_ClearCr -8342.5882 8235.351 -1.013 0.311 -2.45e+04 7812.172
Neighborhood_CollgCr -3.618e+04 7502.407 -4.822 0.000 -5.09e+04 -2.15e+04
Neighborhood_Crawfor -7368.2313 6323.841 -1.165 0.244 -1.98e+04 5036.843
Neighborhood_Edwards -5.429e+04 6167.853 -8.803 0.000 -6.64e+04 -4.22e+04
Neighborhood_Gilbert -4.503e+04 7971.990 -5.648 0.000 -6.07e+04 -2.94e+04
Neighborhood_IDOTRR -5.432e+04 6754.662 -8.042 0.000 -6.76e+04 -4.11e+04
Neighborhood_MeadowV -6.462e+04 1.01e+04 -6.406 0.000 -8.44e+04 -4.48e+04
Neighborhood_Mitchel -4.257e+04 7788.277 -5.466 0.000 -5.79e+04 -2.73e+04
Neighborhood_NAmes -3.831e+04 5632.729 -6.801 0.000 -4.94e+04 -2.73e+04
Neighborhood_NPkVill -5.241e+04 1.21e+04 -4.348 0.000 -7.61e+04 -2.88e+04
Neighborhood_NWAmes -3.725e+04 6805.875 -5.473 0.000 -5.06e+04 -2.39e+04
Neighborhood_NoRidge 1.093e+04 8589.769 1.272 0.203 -5920.090 2.78e+04
Neighborhood_NridgHt -7394.3477 8359.744 -0.885 0.377 -2.38e+04 9004.427
Neighborhood_OldTown -5.807e+04 5140.832 -11.295 0.000 -6.82e+04 -4.8e+04
Neighborhood_SWISU -4.988e+04 7678.468 -6.497 0.000 -6.49e+04 -3.48e+04
Neighborhood_Sawyer -4.233e+04 6843.251 -6.186 0.000 -5.58e+04 -2.89e+04
Neighborhood_SawyerW -3.992e+04 7694.126 -5.189 0.000 -5.5e+04 -2.48e+04
Neighborhood_Somerst -3.569e+04 8087.840 -4.413 0.000 -5.16e+04 -1.98e+04
Neighborhood_StoneBr 6296.1062 9442.818 0.667 0.505 -1.22e+04 2.48e+04
Neighborhood_Timber -2.201e+04 8350.136 -2.635 0.008 -3.84e+04 -5626.852
Neighborhood_Veenker -1812.5494 1.14e+04 -0.159 0.874 -2.42e+04 2.05e+04
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
Omnibus: 418.234 Durbin-Watson: 1.932
Prob(Omnibus): 0.000 Jarque-Bera (JB): 29800.708
Skew: -0.362 Prob(JB): 0.00
Kurtosis: 25.121 Cond. No. 1.00e+16


Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The smallest eigenvalue is 1.48e-22. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice R-squared: 0.831\n", + "Model: OLS Adj. R-squared: 0.827\n", + "Method: Least Squares F-statistic: 179.7\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 0.00\n", + "Time: 18:33:15 Log-Likelihood: -17244.\n", + "No. Observations: 1460 AIC: 3.457e+04\n", + "Df Residuals: 1420 BIC: 3.478e+04\n", + "Df Model: 39 \n", + "Covariance Type: nonrobust \n", + "========================================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "----------------------------------------------------------------------------------------\n", + "const -9.083e+05 1.37e+05 -6.611 0.000 -1.18e+06 -6.39e+05\n", + "GrLivArea 51.1299 3.795 13.472 0.000 43.685 58.575\n", + "GarageCars 1.224e+04 1637.459 7.477 0.000 9030.733 1.55e+04\n", + "FullBath -1362.8161 2470.543 -0.552 0.581 -6209.123 3483.491\n", + "YearBuilt 254.9062 67.960 3.751 0.000 121.593 388.219\n", + "YearRemodAdd 319.3506 57.835 5.522 0.000 205.899 432.802\n", + "TotRmsAbvGrd -669.5191 1010.580 -0.663 0.508 -2651.910 1312.872\n", + "OverallQual_1 -1.394e+05 2.5e+04 -5.578 0.000 -1.88e+05 -9.04e+04\n", + "OverallQual_2 -1.421e+05 2.22e+04 -6.389 0.000 -1.86e+05 -9.85e+04\n", + "OverallQual_3 -1.396e+05 1.5e+04 -9.315 0.000 -1.69e+05 -1.1e+05\n", + "OverallQual_4 -1.256e+05 1.39e+04 -9.022 0.000 -1.53e+05 -9.83e+04\n", + "OverallQual_5 -1.195e+05 1.39e+04 -8.579 0.000 -1.47e+05 -9.22e+04\n", + "OverallQual_6 -1.135e+05 1.42e+04 -7.983 0.000 -1.41e+05 -8.56e+04\n", + "OverallQual_7 -9.962e+04 1.47e+04 -6.765 0.000 -1.29e+05 -7.07e+04\n", + "OverallQual_8 -6.846e+04 1.51e+04 -4.521 0.000 -9.82e+04 -3.88e+04\n", + "OverallQual_9 4638.4983 1.61e+04 0.288 0.773 -2.69e+04 3.62e+04\n", + "OverallQual_10 3.485e+04 1.72e+04 2.023 0.043 1059.797 6.86e+04\n", + "Neighborhood_Blmngtn -4.934e+04 1.07e+04 -4.601 0.000 -7.04e+04 -2.83e+04\n", + "Neighborhood_Blueste -6.764e+04 2.33e+04 -2.908 0.004 -1.13e+05 -2.2e+04\n", + "Neighborhood_BrDale -7.137e+04 9862.748 -7.237 0.000 -9.07e+04 -5.2e+04\n", + "Neighborhood_BrkSide -3.938e+04 5946.819 -6.623 0.000 -5.11e+04 -2.77e+04\n", + "Neighborhood_ClearCr -8342.5882 8235.351 -1.013 0.311 -2.45e+04 7812.172\n", + "Neighborhood_CollgCr -3.618e+04 7502.407 -4.822 0.000 -5.09e+04 -2.15e+04\n", + "Neighborhood_Crawfor -7368.2313 6323.841 -1.165 0.244 -1.98e+04 5036.843\n", + "Neighborhood_Edwards -5.429e+04 6167.853 -8.803 0.000 -6.64e+04 -4.22e+04\n", + "Neighborhood_Gilbert -4.503e+04 7971.990 -5.648 0.000 -6.07e+04 -2.94e+04\n", + "Neighborhood_IDOTRR -5.432e+04 6754.662 -8.042 0.000 -6.76e+04 -4.11e+04\n", + "Neighborhood_MeadowV -6.462e+04 1.01e+04 -6.406 0.000 -8.44e+04 -4.48e+04\n", + "Neighborhood_Mitchel -4.257e+04 7788.277 -5.466 0.000 -5.79e+04 -2.73e+04\n", + "Neighborhood_NAmes -3.831e+04 5632.729 -6.801 0.000 -4.94e+04 -2.73e+04\n", + "Neighborhood_NPkVill -5.241e+04 1.21e+04 -4.348 0.000 -7.61e+04 -2.88e+04\n", + "Neighborhood_NWAmes -3.725e+04 6805.875 -5.473 0.000 -5.06e+04 -2.39e+04\n", + "Neighborhood_NoRidge 1.093e+04 8589.769 1.272 0.203 -5920.090 2.78e+04\n", + "Neighborhood_NridgHt -7394.3477 8359.744 -0.885 0.377 -2.38e+04 9004.427\n", + "Neighborhood_OldTown -5.807e+04 5140.832 -11.295 0.000 -6.82e+04 -4.8e+04\n", + "Neighborhood_SWISU -4.988e+04 7678.468 -6.497 0.000 -6.49e+04 -3.48e+04\n", + "Neighborhood_Sawyer -4.233e+04 6843.251 -6.186 0.000 -5.58e+04 -2.89e+04\n", + "Neighborhood_SawyerW -3.992e+04 7694.126 -5.189 0.000 -5.5e+04 -2.48e+04\n", + "Neighborhood_Somerst -3.569e+04 8087.840 -4.413 0.000 -5.16e+04 -1.98e+04\n", + "Neighborhood_StoneBr 6296.1062 9442.818 0.667 0.505 -1.22e+04 2.48e+04\n", + "Neighborhood_Timber -2.201e+04 8350.136 -2.635 0.008 -3.84e+04 -5626.852\n", + "Neighborhood_Veenker -1812.5494 1.14e+04 -0.159 0.874 -2.42e+04 2.05e+04\n", + "==============================================================================\n", + "Omnibus: 418.234 Durbin-Watson: 1.932\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 29800.708\n", + "Skew: -0.362 Prob(JB): 0.00\n", + "Kurtosis: 25.121 Cond. No. 1.00e+16\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 1.48e-22. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n", + "\"\"\"" + ] + }, + "execution_count": 446, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model=sm.OLS(y,X).fit()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 375, + "id": "7a051baa-af2b-4074-aad4-ceebfd8c25f3", + "metadata": {}, + "outputs": [], + "source": [ + "# Dudas: estandarización de datos vs normalización." + ] + }, + { + "cell_type": "code", + "execution_count": 440, + "id": "1955578b-5859-461b-bb7d-9980b471541d", + "metadata": {}, + "outputs": [], + "source": [ + "# Par de gráficos útiles para analizar:" + ] + }, + { + "cell_type": "code", + "execution_count": 443, + "id": "ec637413-54b4-43b1-9563-96f8f4bbfbf2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.jointplot(df['SalePrice'], df['GrLivArea'], kind='reg');" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "id": "4bc84ffb-b446-4d59-a2f9-3c3f1b4d799d", + "metadata": {}, + "outputs": [], + "source": [ + "# Veamos la diferencia de normalizar y no normalizar nuestros datos." + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "id": "d4de279d-e915-409e-9443-5e6fe285ba1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.jointplot(df['SalePrice_Norm'], df['GrLivArea'], kind='reg');" + ] + }, + { + "cell_type": "markdown", + "id": "84c23f83-4064-409d-b920-cf35cf70ef39", + "metadata": {}, + "source": [ + "### Conclusiones:" + ] + }, + { + "cell_type": "markdown", + "id": "3319ad86-5d3d-4704-bf4f-56400765e56f", + "metadata": {}, + "source": [ + "1. La variabilidad del precio de venta de las casas se explica en un 83.1%\n", + "2. Ho significa que el modelo no es estadísticamente válido y H1 que sí lo es. En este caso, nuestra Prob(F-statistic) es 0%, por ende rechazamos que nuestro modelo no es válido.\n", + "3. Ej: GrLivArea. Al aumentar en 1 unidad de medida el GrLivArea, el precio de las casas aumentará en 51.1299" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Proyecto5.ipynb b/Proyecto5.ipynb new file mode 100644 index 0000000..f4c3d9f --- /dev/null +++ b/Proyecto5.ipynb @@ -0,0 +1,3514 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "973bc860-2734-47ce-8351-835026fd8176", + "metadata": {}, + "source": [ + "##### Lo 1ero que haré, será importar todas las librerías a utilizar en el proyecto:" + ] + }, + { + "cell_type": "code", + "execution_count": 408, + "id": "89e0a664-cce1-440f-9eb8-1712fc7df635", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "import statsmodels.api as sm\n", + "from statsmodels.formula.api import ols\n", + "from scipy.stats import f_oneway\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "from scipy.stats import linregress\n", + "from sklearn import metrics\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.linear_model import Ridge, Lasso\n", + "from sklearn.preprocessing import StandardScaler" + ] + }, + { + "cell_type": "code", + "execution_count": 349, + "id": "29266bbe-a2c1-4d4c-9c17-70b0586fb429", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('housing_prices.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 350, + "id": "d2a3adc5-02bf-441c-afaf-13068a728a4e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IdMSSubClassMSZoningLotFrontageLotAreaStreetAlleyLotShapeLandContourUtilities...PoolAreaPoolQCFenceMiscFeatureMiscValMoSoldYrSoldSaleTypeSaleConditionSalePrice
0160RL65.08450PaveNaNRegLvlAllPub...0NaNNaNNaN022008WDNormal208500
1220RL80.09600PaveNaNRegLvlAllPub...0NaNNaNNaN052007WDNormal181500
2360RL68.011250PaveNaNIR1LvlAllPub...0NaNNaNNaN092008WDNormal223500
3470RL60.09550PaveNaNIR1LvlAllPub...0NaNNaNNaN022006WDAbnorml140000
4560RL84.014260PaveNaNIR1LvlAllPub...0NaNNaNNaN0122008WDNormal250000
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" + ], + "text/plain": [ + " Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape \\\n", + "0 1 60 RL 65.0 8450 Pave NaN Reg \n", + "1 2 20 RL 80.0 9600 Pave NaN Reg \n", + "2 3 60 RL 68.0 11250 Pave NaN IR1 \n", + "3 4 70 RL 60.0 9550 Pave NaN IR1 \n", + "4 5 60 RL 84.0 14260 Pave NaN IR1 \n", + "\n", + " LandContour Utilities ... PoolArea PoolQC Fence MiscFeature MiscVal MoSold \\\n", + "0 Lvl AllPub ... 0 NaN NaN NaN 0 2 \n", + "1 Lvl AllPub ... 0 NaN NaN NaN 0 5 \n", + "2 Lvl AllPub ... 0 NaN NaN NaN 0 9 \n", + "3 Lvl AllPub ... 0 NaN NaN NaN 0 2 \n", + "4 Lvl AllPub ... 0 NaN NaN NaN 0 12 \n", + "\n", + " YrSold SaleType SaleCondition SalePrice \n", + "0 2008 WD Normal 208500 \n", + "1 2007 WD Normal 181500 \n", + "2 2008 WD Normal 223500 \n", + "3 2006 WD Abnorml 140000 \n", + "4 2008 WD Normal 250000 \n", + "\n", + "[5 rows x 81 columns]" + ] + }, + "execution_count": 350, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 351, + "id": "7c89b5a2-b629-4e1f-b029-e6cb14cc38c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IdMSSubClassLotFrontageLotAreaOverallQualOverallCondYearBuiltYearRemodAddMasVnrAreaBsmtFinSF1...WoodDeckSFOpenPorchSFEnclosedPorch3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSalePrice
count1460.0000001460.0000001201.0000001460.0000001460.0000001460.0000001460.0000001460.0000001452.0000001460.000000...1460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.0000001460.000000
mean730.50000056.89726070.04995810516.8280826.0993155.5753421971.2678081984.865753103.685262443.639726...94.24452146.66027421.9541103.40958915.0609592.75890443.4890416.3219182007.815753180921.195890
std421.61000942.30057124.2847529981.2649321.3829971.11279930.20290420.645407181.066207456.098091...125.33879466.25602861.11914929.31733155.75741540.177307496.1230242.7036261.32809579442.502883
min1.00000020.00000021.0000001300.0000001.0000001.0000001872.0000001950.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000001.0000002006.00000034900.000000
25%365.75000020.00000059.0000007553.5000005.0000005.0000001954.0000001967.0000000.0000000.000000...0.0000000.0000000.0000000.0000000.0000000.0000000.0000005.0000002007.000000129975.000000
50%730.50000050.00000069.0000009478.5000006.0000005.0000001973.0000001994.0000000.000000383.500000...0.00000025.0000000.0000000.0000000.0000000.0000000.0000006.0000002008.000000163000.000000
75%1095.25000070.00000080.00000011601.5000007.0000006.0000002000.0000002004.000000166.000000712.250000...168.00000068.0000000.0000000.0000000.0000000.0000000.0000008.0000002009.000000214000.000000
max1460.000000190.000000313.000000215245.00000010.0000009.0000002010.0000002010.0000001600.0000005644.000000...857.000000547.000000552.000000508.000000480.000000738.00000015500.00000012.0000002010.000000755000.000000
\n", + "

8 rows × 38 columns

\n", + "
" + ], + "text/plain": [ + " Id MSSubClass LotFrontage LotArea OverallQual \\\n", + "count 1460.000000 1460.000000 1201.000000 1460.000000 1460.000000 \n", + "mean 730.500000 56.897260 70.049958 10516.828082 6.099315 \n", + "std 421.610009 42.300571 24.284752 9981.264932 1.382997 \n", + "min 1.000000 20.000000 21.000000 1300.000000 1.000000 \n", + "25% 365.750000 20.000000 59.000000 7553.500000 5.000000 \n", + "50% 730.500000 50.000000 69.000000 9478.500000 6.000000 \n", + "75% 1095.250000 70.000000 80.000000 11601.500000 7.000000 \n", + "max 1460.000000 190.000000 313.000000 215245.000000 10.000000 \n", + "\n", + " OverallCond YearBuilt YearRemodAdd MasVnrArea BsmtFinSF1 ... \\\n", + "count 1460.000000 1460.000000 1460.000000 1452.000000 1460.000000 ... \n", + "mean 5.575342 1971.267808 1984.865753 103.685262 443.639726 ... \n", + "std 1.112799 30.202904 20.645407 181.066207 456.098091 ... \n", + "min 1.000000 1872.000000 1950.000000 0.000000 0.000000 ... \n", + "25% 5.000000 1954.000000 1967.000000 0.000000 0.000000 ... \n", + "50% 5.000000 1973.000000 1994.000000 0.000000 383.500000 ... \n", + "75% 6.000000 2000.000000 2004.000000 166.000000 712.250000 ... \n", + "max 9.000000 2010.000000 2010.000000 1600.000000 5644.000000 ... \n", + "\n", + " WoodDeckSF OpenPorchSF EnclosedPorch 3SsnPorch ScreenPorch \\\n", + "count 1460.000000 1460.000000 1460.000000 1460.000000 1460.000000 \n", + "mean 94.244521 46.660274 21.954110 3.409589 15.060959 \n", + "std 125.338794 66.256028 61.119149 29.317331 55.757415 \n", + "min 0.000000 0.000000 0.000000 0.000000 0.000000 \n", + "25% 0.000000 0.000000 0.000000 0.000000 0.000000 \n", + "50% 0.000000 25.000000 0.000000 0.000000 0.000000 \n", + "75% 168.000000 68.000000 0.000000 0.000000 0.000000 \n", + "max 857.000000 547.000000 552.000000 508.000000 480.000000 \n", + "\n", + " PoolArea MiscVal MoSold YrSold SalePrice \n", + "count 1460.000000 1460.000000 1460.000000 1460.000000 1460.000000 \n", + "mean 2.758904 43.489041 6.321918 2007.815753 180921.195890 \n", + "std 40.177307 496.123024 2.703626 1.328095 79442.502883 \n", + "min 0.000000 0.000000 1.000000 2006.000000 34900.000000 \n", + "25% 0.000000 0.000000 5.000000 2007.000000 129975.000000 \n", + "50% 0.000000 0.000000 6.000000 2008.000000 163000.000000 \n", + "75% 0.000000 0.000000 8.000000 2009.000000 214000.000000 \n", + "max 738.000000 15500.000000 12.000000 2010.000000 755000.000000 \n", + "\n", + "[8 rows x 38 columns]" + ] + }, + "execution_count": 351, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "065dd482-ee51-4171-aa21-4e23ac9c38a0", + "metadata": {}, + "source": [ + "##### Siempre la 1era parte es limpiar un poco nuestro dataset, y de esta forma nos quedaremos solo con la información que creemos será la más relevante para nuestro modelo." + ] + }, + { + "cell_type": "code", + "execution_count": 352, + "id": "5cb2354d-64f6-4b7d-a84d-95d5bf52305c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Analicemos los datos de la variable que queremos precedir:\n", + "\n", + "sns.histplot(df['SalePrice']);" + ] + }, + { + "cell_type": "code", + "execution_count": 353, + "id": "8fabd844-f6ab-429b-96c2-322a256acc43", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Para un análisis más exacto, necesitamos normaliar nuestra variable SalePrice:\n", + "\n", + "df['SalePrice_Norm'] = np.log(df['SalePrice'])\n", + "\n", + "sns.histplot(df['SalePrice_Norm']);" + ] + }, + { + "cell_type": "code", + "execution_count": 354, + "id": "5d5bec32-ef30-40d2-b2e4-f94777e93c18", + "metadata": {}, + "outputs": [], + "source": [ + "# Eliminamos 'Id' ya que no nos aporta nada:\n", + "\n", + "df.drop(columns='Id', inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 355, + "id": "df512c8f-7c70-4046-8c0f-756f7ea484ca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSSubClassMSZoningLotFrontageLotAreaStreetLotShapeLandContourUtilitiesLotConfigLandSlope...3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSaleTypeSaleConditionSalePriceSalePrice_Norm
060RL65.08450PaveRegLvlAllPubInsideGtl...000022008WDNormal20850012.247694
120RL80.09600PaveRegLvlAllPubFR2Gtl...000052007WDNormal18150012.109011
260RL68.011250PaveIR1LvlAllPubInsideGtl...000092008WDNormal22350012.317167
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3 rows × 77 columns

\n", + "
" + ], + "text/plain": [ + " MSSubClass MSZoning LotFrontage LotArea Street LotShape LandContour \\\n", + "0 60 RL 65.0 8450 Pave Reg Lvl \n", + "1 20 RL 80.0 9600 Pave Reg Lvl \n", + "2 60 RL 68.0 11250 Pave IR1 Lvl \n", + "\n", + " Utilities LotConfig LandSlope ... 3SsnPorch ScreenPorch PoolArea MiscVal \\\n", + "0 AllPub Inside Gtl ... 0 0 0 0 \n", + "1 AllPub FR2 Gtl ... 0 0 0 0 \n", + "2 AllPub Inside Gtl ... 0 0 0 0 \n", + "\n", + " MoSold YrSold SaleType SaleCondition SalePrice SalePrice_Norm \n", + "0 2 2008 WD Normal 208500 12.247694 \n", + "1 5 2007 WD Normal 181500 12.109011 \n", + "2 9 2008 WD Normal 223500 12.317167 \n", + "\n", + "[3 rows x 77 columns]" + ] + }, + "execution_count": 355, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Eliminamos columnas con más del 80% de valores nulos:\n", + "\n", + "porcentaje_nulos = df.isnull().sum() * 100 / df.shape[0]\n", + "valores_faltantes = pd.DataFrame({'column_name': df.columns, 'porcentaje_nulos': porcentaje_nulos})\n", + "valores_faltantes = valores_faltantes[valores_faltantes.porcentaje_nulos > 80].round(2)\n", + "columnas_eliminar = list(valores_faltantes.column_name)\n", + "df.drop(columns = columnas_eliminar, inplace = True)\n", + "df.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 356, + "id": "0df7d6e1-7b87-45d5-9f1b-737e4d98c211", + "metadata": {}, + "outputs": [], + "source": [ + "# 1ero separaremos nuestras variables categóricas de las numéricas:\n", + "\n", + "df_categoricas = df.select_dtypes(include=['object','category'])\n", + "df_numericas = df.select_dtypes(include='number')" + ] + }, + { + "cell_type": "code", + "execution_count": 357, + "id": "7f374e05-1523-478d-959c-21e080831305", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['MSZoning', 'Street', 'LotShape', 'LandContour', 'Utilities',\n", + " 'LotConfig', 'LandSlope', 'Neighborhood', 'Condition1', 'Condition2',\n", + " 'BldgType', 'HouseStyle', 'RoofStyle', 'RoofMatl', 'Exterior1st',\n", + " 'Exterior2nd', 'MasVnrType', 'ExterQual', 'ExterCond', 'Foundation',\n", + " 'BsmtQual', 'BsmtCond', 'BsmtExposure', 'BsmtFinType1', 'BsmtFinType2',\n", + " 'Heating', 'HeatingQC', 'CentralAir', 'Electrical', 'KitchenQual',\n", + " 'Functional', 'FireplaceQu', 'GarageType', 'GarageFinish', 'GarageQual',\n", + " 'GarageCond', 'PavedDrive', 'SaleType', 'SaleCondition'],\n", + " dtype='object')" + ] + }, + "execution_count": 357, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 1ero trabajaremos nuestras variables categóricas.\n", + "\n", + "df_categoricas.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 358, + "id": "25395c50-71ff-4dde-b06f-39314c4d189c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dfsum_sqmean_sqFPR(>F)
MSZoning4.07.0358821.75897077.1658952.983031e-52
Street1.00.0002170.0002170.0095059.223679e-01
LotShape3.04.1315561.37718560.4170146.525902e-34
LandContour3.02.2025470.73418232.2085153.078981e-19
Utilities1.00.2108200.2108209.2486762.465360e-03
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" + ], + "text/plain": [ + " df sum_sq mean_sq F PR(>F)\n", + "MSZoning 4.0 7.035882 1.758970 77.165895 2.983031e-52\n", + "Street 1.0 0.000217 0.000217 0.009505 9.223679e-01\n", + "LotShape 3.0 4.131556 1.377185 60.417014 6.525902e-34\n", + "LandContour 3.0 2.202547 0.734182 32.208515 3.078981e-19\n", + "Utilities 1.0 0.210820 0.210820 9.248676 2.465360e-03" + ] + }, + "execution_count": 358, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anova_categoricas = ols('SalePrice_Norm ~ MSZoning + Street +LotShape + LandContour + Utilities + LotConfig + LandSlope + Neighborhood+Condition1+Condition2+BldgType+HouseStyle+RoofStyle+RoofMatl+Exterior1st+Exterior2nd+MasVnrType+ExterQual+ExterCond+Foundation+BsmtQual+BsmtCond+BsmtExposure+BsmtFinType1+BsmtFinType2+Heating+HeatingQC+CentralAir+Electrical+KitchenQual+Functional+FireplaceQu+GarageType+GarageFinish+GarageQual+GarageCond+PavedDrive+SaleType+SaleCondition', data = df).fit()\n", + "sm.stats.anova_lm(anova_categoricas).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 359, + "id": "f3ef604b-6ff7-4bea-be2d-f5b8f12b75ff", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Confianza
Neighborhood100.0
MSZoning100.0
LotShape100.0
BldgType100.0
Exterior1st100.0
ExterQual100.0
RoofStyle100.0
LandContour100.0
MasVnrType100.0
BsmtExposure100.0
RoofMatl100.0
BsmtQual100.0
HouseStyle100.0
KitchenQual100.0
SaleCondition100.0
Condition2100.0
LotConfig100.0
BsmtFinType1100.0
Condition1100.0
Exterior2nd100.0
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" + ], + "text/plain": [ + " Confianza\n", + "Neighborhood 100.0\n", + "MSZoning 100.0\n", + "LotShape 100.0\n", + "BldgType 100.0\n", + "Exterior1st 100.0\n", + "ExterQual 100.0\n", + "RoofStyle 100.0\n", + "LandContour 100.0\n", + "MasVnrType 100.0\n", + "BsmtExposure 100.0\n", + "RoofMatl 100.0\n", + "BsmtQual 100.0\n", + "HouseStyle 100.0\n", + "KitchenQual 100.0\n", + "SaleCondition 100.0\n", + "Condition2 100.0\n", + "LotConfig 100.0\n", + "BsmtFinType1 100.0\n", + "Condition1 100.0\n", + "Exterior2nd 100.0" + ] + }, + "execution_count": 359, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "confianza_categoricas = round((1 - sm.stats.anova_lm(anova_categoricas)[['PR(>F)']].sort_values(by = 'PR(>F)')).rename(columns = {'PR(>F)':'Confianza'})*100, 2)\n", + "confianza_categoricas[confianza_categoricas['Confianza'] == 100]\n", + "\n", + "# Para ir disminuyendo nuestras columnas, nos quedaremos solo con las que tienen una confianza del 100%." + ] + }, + { + "cell_type": "code", + "execution_count": 360, + "id": "cfa88886-69bc-43a3-bdfb-3d6eade67d0c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Neighborhood', 'LotShape', 'BldgType', 'Exterior1st', 'ExterQual', 'RoofStyle', 'LandContour', 'MasVnrType', 'MasVnrType', 'BsmtExposure', 'RoofMatl', 'BsmtQual', 'HouseStyle', 'KitchenQual', 'SaleCondition', 'Condition2', 'LotConfig', 'BsmtFinType1', 'Condition1', 'Exterior2nd']\n" + ] + } + ], + "source": [ + "# Arbitrariamente eliminaré Zona, ya que Neighborhood de por sí incluye la Zona.\n", + "\n", + "columnas_relevantes_categoricas = ['Neighborhood','LotShape','BldgType','Exterior1st','ExterQual','RoofStyle','LandContour','MasVnrType','MasVnrType','BsmtExposure','RoofMatl',\n", + " 'BsmtQual','HouseStyle','KitchenQual','SaleCondition','Condition2','LotConfig','BsmtFinType1','Condition1','Exterior2nd']\n", + "print(columnas_relevantes_categoricas)" + ] + }, + { + "cell_type": "code", + "execution_count": 439, + "id": "20ed0e23-3453-478c-8591-b747719b362c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Neighborhood\n", + "NAmes 225\n", + "CollgCr 150\n", + "OldTown 113\n", + "Edwards 100\n", + "Somerst 86\n", + "Gilbert 79\n", + "NridgHt 77\n", + "Sawyer 74\n", + "NWAmes 73\n", + "SawyerW 59\n", + "BrkSide 58\n", + "Crawfor 51\n", + "Mitchel 49\n", + "NoRidge 41\n", + "Timber 38\n", + "IDOTRR 37\n", + "ClearCr 28\n", + "StoneBr 25\n", + "SWISU 25\n", + "MeadowV 17\n", + "Blmngtn 17\n", + "BrDale 16\n", + "Veenker 11\n", + "NPkVill 9\n", + "Blueste 2\n", + "Name: Neighborhood, dtype: int64\n", + "NAmes 0.154110\n", + "CollgCr 0.102740\n", + "OldTown 0.077397\n", + "Edwards 0.068493\n", + "Somerst 0.058904\n", + "Gilbert 0.054110\n", + "NridgHt 0.052740\n", + "Sawyer 0.050685\n", + "NWAmes 0.050000\n", + "SawyerW 0.040411\n", + "BrkSide 0.039726\n", + "Crawfor 0.034932\n", + "Mitchel 0.033562\n", + "NoRidge 0.028082\n", + "Timber 0.026027\n", + "IDOTRR 0.025342\n", + "ClearCr 0.019178\n", + "StoneBr 0.017123\n", + "SWISU 0.017123\n", + "MeadowV 0.011644\n", + "Blmngtn 0.011644\n", + "BrDale 0.010959\n", + "Veenker 0.007534\n", + "NPkVill 0.006164\n", + "Blueste 0.001370\n", + "Name: Neighborhood, dtype: float64\n", + "\n", + " LotShape\n", + "Reg 925\n", + "IR1 484\n", + "IR2 41\n", + "IR3 10\n", + "Name: LotShape, dtype: int64\n", + "Reg 0.633562\n", + "IR1 0.331507\n", + "IR2 0.028082\n", + "IR3 0.006849\n", + "Name: LotShape, dtype: float64\n", + "\n", + " BldgType\n", + "1Fam 1220\n", + "TwnhsE 114\n", + "Duplex 52\n", + "Twnhs 43\n", + "2fmCon 31\n", + "Name: BldgType, dtype: int64\n", + "1Fam 0.835616\n", + "TwnhsE 0.078082\n", + "Duplex 0.035616\n", + "Twnhs 0.029452\n", + "2fmCon 0.021233\n", + "Name: BldgType, dtype: float64\n", + "\n", + " Exterior1st\n", + "VinylSd 515\n", + "HdBoard 222\n", + "MetalSd 220\n", + "Wd Sdng 206\n", + "Plywood 108\n", + "CemntBd 61\n", + "BrkFace 50\n", + "WdShing 26\n", + "Stucco 25\n", + "AsbShng 20\n", + "BrkComm 2\n", + "Stone 2\n", + "AsphShn 1\n", + "ImStucc 1\n", + "CBlock 1\n", + "Name: Exterior1st, dtype: int64\n", + "VinylSd 0.352740\n", + "HdBoard 0.152055\n", + "MetalSd 0.150685\n", + "Wd Sdng 0.141096\n", + "Plywood 0.073973\n", + "CemntBd 0.041781\n", + "BrkFace 0.034247\n", + "WdShing 0.017808\n", + "Stucco 0.017123\n", + "AsbShng 0.013699\n", + "BrkComm 0.001370\n", + "Stone 0.001370\n", + "AsphShn 0.000685\n", + "ImStucc 0.000685\n", + "CBlock 0.000685\n", + "Name: Exterior1st, dtype: float64\n", + "\n", + " ExterQual\n", + "TA 906\n", + "Gd 488\n", + "Ex 52\n", + "Fa 14\n", + "Name: ExterQual, dtype: int64\n", + "TA 0.620548\n", + "Gd 0.334247\n", + "Ex 0.035616\n", + "Fa 0.009589\n", + "Name: ExterQual, dtype: float64\n", + "\n", + " RoofStyle\n", + "Gable 1141\n", + "Hip 286\n", + "Flat 13\n", + "Gambrel 11\n", + "Mansard 7\n", + "Shed 2\n", + "Name: RoofStyle, dtype: int64\n", + "Gable 0.781507\n", + "Hip 0.195890\n", + "Flat 0.008904\n", + "Gambrel 0.007534\n", + "Mansard 0.004795\n", + "Shed 0.001370\n", + "Name: RoofStyle, dtype: float64\n", + "\n", + " LandContour\n", + "Lvl 1311\n", + "Bnk 63\n", + "HLS 50\n", + "Low 36\n", + "Name: LandContour, dtype: int64\n", + "Lvl 0.897945\n", + "Bnk 0.043151\n", + "HLS 0.034247\n", + "Low 0.024658\n", + "Name: LandContour, dtype: float64\n", + "\n", + " MasVnrType\n", + "None 864\n", + "BrkFace 445\n", + "Stone 128\n", + "BrkCmn 15\n", + "Name: MasVnrType, dtype: int64\n", + "None 0.591781\n", + "BrkFace 0.304795\n", + "Stone 0.087671\n", + "BrkCmn 0.010274\n", + "Name: MasVnrType, dtype: float64\n", + "\n", + " MasVnrType\n", + "None 864\n", + "BrkFace 445\n", + "Stone 128\n", + "BrkCmn 15\n", + "Name: MasVnrType, dtype: int64\n", + "None 0.591781\n", + "BrkFace 0.304795\n", + "Stone 0.087671\n", + "BrkCmn 0.010274\n", + "Name: MasVnrType, dtype: float64\n", + "\n", + " BsmtExposure\n", + "No 953\n", + "Av 221\n", + "Gd 134\n", + "Mn 114\n", + "Name: BsmtExposure, dtype: int64\n", + "No 0.652740\n", + "Av 0.151370\n", + "Gd 0.091781\n", + "Mn 0.078082\n", + "Name: BsmtExposure, dtype: float64\n", + "\n", + " RoofMatl\n", + "CompShg 1434\n", + "Tar&Grv 11\n", + "WdShngl 6\n", + "WdShake 5\n", + "Metal 1\n", + "Membran 1\n", + "Roll 1\n", + "ClyTile 1\n", + "Name: RoofMatl, dtype: int64\n", + "CompShg 0.982192\n", + "Tar&Grv 0.007534\n", + "WdShngl 0.004110\n", + "WdShake 0.003425\n", + "Metal 0.000685\n", + "Membran 0.000685\n", + "Roll 0.000685\n", + "ClyTile 0.000685\n", + "Name: RoofMatl, dtype: float64\n", + "\n", + " BsmtQual\n", + "TA 649\n", + "Gd 618\n", + "Ex 121\n", + "Fa 35\n", + "Name: BsmtQual, dtype: int64\n", + "TA 0.444521\n", + "Gd 0.423288\n", + "Ex 0.082877\n", + "Fa 0.023973\n", + "Name: BsmtQual, dtype: float64\n", + "\n", + " HouseStyle\n", + "1Story 726\n", + "2Story 445\n", + "1.5Fin 154\n", + "SLvl 65\n", + "SFoyer 37\n", + "1.5Unf 14\n", + "2.5Unf 11\n", + "2.5Fin 8\n", + "Name: HouseStyle, dtype: int64\n", + "1Story 0.497260\n", + "2Story 0.304795\n", + "1.5Fin 0.105479\n", + "SLvl 0.044521\n", + "SFoyer 0.025342\n", + "1.5Unf 0.009589\n", + "2.5Unf 0.007534\n", + "2.5Fin 0.005479\n", + "Name: HouseStyle, dtype: float64\n", + "\n", + " KitchenQual\n", + "TA 735\n", + "Gd 586\n", + "Ex 100\n", + "Fa 39\n", + "Name: KitchenQual, dtype: int64\n", + "TA 0.503425\n", + "Gd 0.401370\n", + "Ex 0.068493\n", + "Fa 0.026712\n", + "Name: KitchenQual, dtype: float64\n", + "\n", + " SaleCondition\n", + "Normal 1198\n", + "Partial 125\n", + "Abnorml 101\n", + "Family 20\n", + "Alloca 12\n", + "AdjLand 4\n", + "Name: SaleCondition, dtype: int64\n", + "Normal 0.820548\n", + "Partial 0.085616\n", + "Abnorml 0.069178\n", + "Family 0.013699\n", + "Alloca 0.008219\n", + "AdjLand 0.002740\n", + "Name: SaleCondition, dtype: float64\n", + "\n", + " Condition2\n", + "Norm 1445\n", + "Feedr 6\n", + "Artery 2\n", + "RRNn 2\n", + "PosN 2\n", + "PosA 1\n", + "RRAn 1\n", + "RRAe 1\n", + "Name: Condition2, dtype: int64\n", + "Norm 0.989726\n", + "Feedr 0.004110\n", + "Artery 0.001370\n", + "RRNn 0.001370\n", + "PosN 0.001370\n", + "PosA 0.000685\n", + "RRAn 0.000685\n", + "RRAe 0.000685\n", + "Name: Condition2, dtype: float64\n", + "\n", + " LotConfig\n", + "Inside 1052\n", + "Corner 263\n", + "CulDSac 94\n", + "FR2 47\n", + "FR3 4\n", + "Name: LotConfig, dtype: int64\n", + "Inside 0.720548\n", + "Corner 0.180137\n", + "CulDSac 0.064384\n", + "FR2 0.032192\n", + "FR3 0.002740\n", + "Name: LotConfig, dtype: float64\n", + "\n", + " BsmtFinType1\n", + "Unf 430\n", + "GLQ 418\n", + "ALQ 220\n", + "BLQ 148\n", + "Rec 133\n", + "LwQ 74\n", + "Name: BsmtFinType1, dtype: int64\n", + "Unf 0.294521\n", + "GLQ 0.286301\n", + "ALQ 0.150685\n", + "BLQ 0.101370\n", + "Rec 0.091096\n", + "LwQ 0.050685\n", + "Name: BsmtFinType1, dtype: float64\n", + "\n", + " Condition1\n", + "Norm 1260\n", + "Feedr 81\n", + "Artery 48\n", + "RRAn 26\n", + "PosN 19\n", + "RRAe 11\n", + "PosA 8\n", + "RRNn 5\n", + "RRNe 2\n", + "Name: Condition1, dtype: int64\n", + "Norm 0.863014\n", + "Feedr 0.055479\n", + "Artery 0.032877\n", + "RRAn 0.017808\n", + "PosN 0.013014\n", + "RRAe 0.007534\n", + "PosA 0.005479\n", + "RRNn 0.003425\n", + "RRNe 0.001370\n", + "Name: Condition1, dtype: float64\n", + "\n", + " Exterior2nd\n", + "VinylSd 504\n", + "MetalSd 214\n", + "HdBoard 207\n", + "Wd Sdng 197\n", + "Plywood 142\n", + "CmentBd 60\n", + "Wd Shng 38\n", + "Stucco 26\n", + "BrkFace 25\n", + "AsbShng 20\n", + "ImStucc 10\n", + "Brk Cmn 7\n", + "Stone 5\n", + "AsphShn 3\n", + "Other 1\n", + "CBlock 1\n", + "Name: Exterior2nd, dtype: int64\n", + "VinylSd 0.345205\n", + "MetalSd 0.146575\n", + "HdBoard 0.141781\n", + "Wd Sdng 0.134932\n", + "Plywood 0.097260\n", + "CmentBd 0.041096\n", + "Wd Shng 0.026027\n", + "Stucco 0.017808\n", + "BrkFace 0.017123\n", + "AsbShng 0.013699\n", + "ImStucc 0.006849\n", + "Brk Cmn 0.004795\n", + "Stone 0.003425\n", + "AsphShn 0.002055\n", + "Other 0.000685\n", + "CBlock 0.000685\n", + "Name: Exterior2nd, dtype: float64\n" + ] + } + ], + "source": [ + "for cat in columnas_relevantes_categoricas:\n", + " print(\"\\n\",cat)\n", + " print(df[cat].value_counts())\n", + " print((df[cat].value_counts()/len(df[cat]))) " + ] + }, + { + "cell_type": "code", + "execution_count": 361, + "id": "0698170b-9451-4099-9d40-46af4413ceb7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSZoningStreetLotShapeLandContourUtilitiesLotConfigLandSlopeCondition1Condition2BldgType...Neighborhood_NoRidgeNeighborhood_NridgHtNeighborhood_OldTownNeighborhood_SWISUNeighborhood_SawyerNeighborhood_SawyerWNeighborhood_SomerstNeighborhood_StoneBrNeighborhood_TimberNeighborhood_Veenker
0RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1RLPaveRegLvlAllPubFR2GtlFeedrNorm1Fam...0000000001
2RLPaveIR1LvlAllPubInsideGtlNormNorm1Fam...0000000000
3RLPaveIR1LvlAllPubCornerGtlNormNorm1Fam...0000000000
4RLPaveIR1LvlAllPubFR2GtlNormNorm1Fam...1000000000
..................................................................
1455RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1456RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1457RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1458RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
1459RLPaveRegLvlAllPubInsideGtlNormNorm1Fam...0000000000
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1460 rows × 63 columns

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" + ], + "text/plain": [ + " MSZoning Street LotShape LandContour Utilities LotConfig LandSlope \\\n", + "0 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1 RL Pave Reg Lvl AllPub FR2 Gtl \n", + "2 RL Pave IR1 Lvl AllPub Inside Gtl \n", + "3 RL Pave IR1 Lvl AllPub Corner Gtl \n", + "4 RL Pave IR1 Lvl AllPub FR2 Gtl \n", + "... ... ... ... ... ... ... ... \n", + "1455 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1456 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1457 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1458 RL Pave Reg Lvl AllPub Inside Gtl \n", + "1459 RL Pave Reg Lvl AllPub Inside Gtl \n", + "\n", + " Condition1 Condition2 BldgType ... Neighborhood_NoRidge \\\n", + "0 Norm Norm 1Fam ... 0 \n", + "1 Feedr Norm 1Fam ... 0 \n", + "2 Norm Norm 1Fam ... 0 \n", + "3 Norm Norm 1Fam ... 0 \n", + "4 Norm Norm 1Fam ... 1 \n", + "... ... ... ... ... ... \n", + "1455 Norm Norm 1Fam ... 0 \n", + "1456 Norm Norm 1Fam ... 0 \n", + "1457 Norm Norm 1Fam ... 0 \n", + "1458 Norm Norm 1Fam ... 0 \n", + "1459 Norm Norm 1Fam ... 0 \n", + "\n", + " Neighborhood_NridgHt Neighborhood_OldTown Neighborhood_SWISU \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Sawyer Neighborhood_SawyerW Neighborhood_Somerst \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_StoneBr Neighborhood_Timber Neighborhood_Veenker \n", + "0 0 0 0 \n", + "1 0 0 1 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + "[1460 rows x 63 columns]" + ] + }, + "execution_count": 361, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "categoricas_dummies = pd.get_dummies(df_categoricas, columns = ['Neighborhood'])\n", + "categoricas_dummies" + ] + }, + { + "cell_type": "code", + "execution_count": 362, + "id": "31f6288e-6469-4050-a9f9-d1a07f6fced8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.571\n", + "Model: OLS Adj. R-squared: 0.564\n", + "Method: Least Squares F-statistic: 79.52\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 4.04e-243\n", + "Time: 12:11:32 Log-Likelihood: -113.89\n", + "No. Observations: 1460 AIC: 277.8\n", + "Df Residuals: 1435 BIC: 409.9\n", + "Df Model: 24 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 11.5674 0.011 1021.785 0.000 11.545 11.590\n", + "Blmngtn 0.6020 0.063 9.629 0.000 0.479 0.725\n", + "Blueste 0.2592 0.180 1.443 0.149 -0.093 0.612\n", + "BrDale -0.0195 0.064 -0.303 0.762 -0.146 0.107\n", + "BrkSide 0.1123 0.035 3.195 0.001 0.043 0.181\n", + "ClearCr 0.6725 0.049 13.661 0.000 0.576 0.769\n", + "CollgCr 0.5963 0.024 25.273 0.000 0.550 0.643\n", + "Crawfor 0.6393 0.037 17.157 0.000 0.566 0.712\n", + "Edwards 0.1449 0.028 5.220 0.000 0.090 0.199\n", + "Gilbert 0.5884 0.031 19.175 0.000 0.528 0.649\n", + "IDOTRR -0.1205 0.043 -2.790 0.005 -0.205 -0.036\n", + "MeadowV -0.0929 0.063 -1.485 0.138 -0.215 0.030\n", + "Mitchel 0.3666 0.038 9.661 0.000 0.292 0.441\n", + "NAmes 0.3007 0.020 14.780 0.000 0.261 0.341\n", + "NPkVill 0.2991 0.085 3.508 0.000 0.132 0.466\n", + "NWAmes 0.5632 0.032 17.735 0.000 0.501 0.626\n", + "NoRidge 1.1086 0.041 26.922 0.000 1.028 1.189\n", + "NridgHt 1.0520 0.031 33.904 0.000 0.991 1.113\n", + "OldTown 0.1365 0.026 5.170 0.000 0.085 0.188\n", + "SWISU 0.2711 0.052 5.217 0.000 0.169 0.373\n", + "Sawyer 0.2441 0.032 7.732 0.000 0.182 0.306\n", + "SawyerW 0.5233 0.035 14.998 0.000 0.455 0.592\n", + "Somerst 0.7291 0.030 24.642 0.000 0.671 0.787\n", + "StoneBr 1.0181 0.052 19.597 0.000 0.916 1.120\n", + "Timber 0.7961 0.043 18.663 0.000 0.712 0.880\n", + "Veenker 0.7768 0.077 10.053 0.000 0.625 0.928\n", + "==============================================================================\n", + "Omnibus: 64.433 Durbin-Watson: 1.929\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 203.569\n", + "Skew: 0.037 Prob(JB): 6.25e-45\n", + "Kurtosis: 4.828 Cond. No. 7.45e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 2.82e-29. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "# Mi sentido común diría que la variable más importante DEBERÍA ser 'Neighborhood' (por experiencia buscando casas JAJAJA).\n", + "\n", + "X = sm.add_constant(pd.get_dummies(df['Neighborhood']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 363, + "id": "5d2b3c10-1093-4304-8691-a99388f16782", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.129\n", + "Model: OLS Adj. R-squared: 0.126\n", + "Method: Least Squares F-statistic: 43.08\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 1.69e-41\n", + "Time: 12:11:33 Log-Likelihood: -630.52\n", + "No. Observations: 1460 AIC: 1273.\n", + "Df Residuals: 1454 BIC: 1305.\n", + "Df Model: 5 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 10.2221 0.034 302.185 0.000 10.156 10.288\n", + "Abnorml 1.5667 0.046 33.942 0.000 1.476 1.657\n", + "AdjLand 1.3071 0.161 8.099 0.000 0.990 1.624\n", + "Alloca 1.6924 0.097 17.414 0.000 1.502 1.883\n", + "Family 1.6476 0.078 21.052 0.000 1.494 1.801\n", + "Normal 1.7830 0.035 50.891 0.000 1.714 1.852\n", + "Partial 2.2254 0.044 50.510 0.000 2.139 2.312\n", + "==============================================================================\n", + "Omnibus: 28.788 Durbin-Watson: 1.961\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 52.212\n", + "Skew: 0.110 Prob(JB): 4.59e-12\n", + "Kurtosis: 3.900 Cond. No. 1.93e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 6.79e-28. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "# Para verificar lo anterior, nuevamente usaremos el sentido común, y veremos también por intuición si existe alguna de esas variables que tenga más peso en el valor del precio:\n", + "\n", + "X = sm.add_constant(pd.get_dummies(df['SaleCondition']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 364, + "id": "eca4d304-9b8e-4f5f-abd4-b9352e686c5d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice_Norm R-squared: 0.461\n", + "Model: OLS Adj. R-squared: 0.460\n", + "Method: Least Squares F-statistic: 415.3\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 6.94e-195\n", + "Time: 12:11:33 Log-Likelihood: -280.03\n", + "No. Observations: 1460 AIC: 568.1\n", + "Df Residuals: 1456 BIC: 589.2\n", + "Df Model: 3 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 9.6436 0.018 536.317 0.000 9.608 9.679\n", + "Ex 3.1205 0.036 85.970 0.000 3.049 3.192\n", + "Fa 1.6610 0.063 26.210 0.000 1.537 1.785\n", + "Gd 2.6677 0.021 128.760 0.000 2.627 2.708\n", + "TA 2.1944 0.020 112.515 0.000 2.156 2.233\n", + "==============================================================================\n", + "Omnibus: 76.250 Durbin-Watson: 1.932\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 213.453\n", + "Skew: -0.229 Prob(JB): 4.46e-47\n", + "Kurtosis: 4.816 Cond. No. 7.62e+15\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 3.83e-29. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n" + ] + } + ], + "source": [ + "X = sm.add_constant(pd.get_dummies(df['ExterQual']))\n", + "y = df['SalePrice_Norm']\n", + "model = sm.OLS(y, X).fit()\n", + "print_modelo1 = model.summary()\n", + "print(print_modelo1)" + ] + }, + { + "cell_type": "code", + "execution_count": 365, + "id": "098b6b62-0ecc-4777-9e6a-0641f6e25e01", + "metadata": {}, + "outputs": [], + "source": [ + "# Vemos que de las 3, Neighborhood sigue siendo la más importante." + ] + }, + { + "cell_type": "markdown", + "id": "bd06e2d7-e5b2-467f-a40d-a1a6579a4810", + "metadata": {}, + "source": [ + "##### Vamos ahora a trabajar las variables numéricas:" + ] + }, + { + "cell_type": "code", + "execution_count": 366, + "id": "0b916db2-2384-4a49-8efe-5bb38a4ddf7f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MSSubClassLotFrontageLotAreaOverallQualOverallCondYearBuiltYearRemodAddMasVnrAreaBsmtFinSF1BsmtFinSF2...OpenPorchSFEnclosedPorch3SsnPorchScreenPorchPoolAreaMiscValMoSoldYrSoldSalePriceSalePrice_Norm
06065.084507520032003196.07060...61000002200820850012.247694
12080.0960068197619760.09780...0000005200718150012.109011
26068.0112507520012002162.04860...42000009200822350012.317167
37060.0955075191519700.02160...3527200002200614000011.849398
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5 rows × 38 columns

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" + ], + "text/plain": [ + " MSSubClass LotFrontage LotArea OverallQual OverallCond YearBuilt \\\n", + "0 60 65.0 8450 7 5 2003 \n", + "1 20 80.0 9600 6 8 1976 \n", + "2 60 68.0 11250 7 5 2001 \n", + "3 70 60.0 9550 7 5 1915 \n", + "4 60 84.0 14260 8 5 2000 \n", + "\n", + " YearRemodAdd MasVnrArea BsmtFinSF1 BsmtFinSF2 ... OpenPorchSF \\\n", + "0 2003 196.0 706 0 ... 61 \n", + "1 1976 0.0 978 0 ... 0 \n", + "2 2002 162.0 486 0 ... 42 \n", + "3 1970 0.0 216 0 ... 35 \n", + "4 2000 350.0 655 0 ... 84 \n", + "\n", + " EnclosedPorch 3SsnPorch ScreenPorch PoolArea MiscVal MoSold YrSold \\\n", + "0 0 0 0 0 0 2 2008 \n", + "1 0 0 0 0 0 5 2007 \n", + "2 0 0 0 0 0 9 2008 \n", + "3 272 0 0 0 0 2 2006 \n", + "4 0 0 0 0 0 12 2008 \n", + "\n", + " SalePrice SalePrice_Norm \n", + "0 208500 12.247694 \n", + "1 181500 12.109011 \n", + "2 223500 12.317167 \n", + "3 140000 11.849398 \n", + "4 250000 12.429216 \n", + "\n", + "[5 rows x 38 columns]" + ] + }, + "execution_count": 366, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_numericas.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 397, + "id": "0ec9a4cc-ca06-42cb-a5dc-3cfa54e8facd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OverallQual 0.817184\n", + "GrLivArea 0.700927\n", + "GarageCars 0.680625\n", + "GarageArea 0.650888\n", + "TotalBsmtSF 0.612134\n", + "1stFlrSF 0.596981\n", + "FullBath 0.594771\n", + "YearBuilt 0.586570\n", + "YearRemodAdd 0.565608\n", + "GarageYrBlt 0.541073\n", + "TotRmsAbvGrd 0.534422\n", + "Name: SalePrice_Norm, dtype: float64" + ] + }, + "execution_count": 397, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Nos quedaremos con aquellas variables que tengan mayor correlación con 'SalePrice'. Definiremos un 0.5 como número de corte:\n", + "\n", + "correlacion = df_numericas.corr()\n", + "df_numericas_corr = correlacion[(correlacion['SalePrice_Norm']>=0.5)|(correlacion['SalePrice_Norm']<=-0.5)].sort_values(by='SalePrice_Norm', ascending=False)\n", + "col_num = set(df_numericas_corr.index)\n", + "col_totales = set(correlacion.columns)\n", + "col_elim = list(col_totales - col_num)\n", + "df_numericas_corr.drop(columns = col_elim, inplace=True)\n", + "df_numericas_corr.SalePrice_Norm[2:]" + ] + }, + { + "cell_type": "code", + "execution_count": 399, + "id": "f1d87dc5-c9d7-4666-8a6c-861fcbd864ed", + "metadata": {}, + "outputs": [], + "source": [ + "# Tenemos 3 variables relacionadas al garage, así que tomaré solamente la con mayor correlación, es decir, GarageCars.\n", + "# Por otro lado, también tenemos 3 variables relacionadas a sqare feet, por lo que me quedaré con GrLivArea que considera tanto TotalBsmtSF como 1stFlrSF." + ] + }, + { + "cell_type": "code", + "execution_count": 402, + "id": "d230a849-4d4a-4b4d-9d28-0c45f4614eb6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5 397\n", + "6 374\n", + "7 319\n", + "8 168\n", + "4 116\n", + "9 43\n", + "3 20\n", + "10 18\n", + "2 3\n", + "1 2\n", + "Name: OverallQual, dtype: int64" + ] + }, + "execution_count": 402, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.OverallQual.value_counts()\n", + "\n", + "# No entiendo muy bien el tratamiento de esta variable, ya que es categórica." + ] + }, + { + "cell_type": "code", + "execution_count": 418, + "id": "016e515d-73f1-4af1-816d-411305bb8429", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dfsum_sqmean_sqFPR(>F)
Neighborhood24.0132.8844255.536851140.0520790.000000e+00
OverallQual1.043.22414943.2241491093.3347881.100729e-178
Residual1434.056.6920850.039534NaNNaN
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" + ], + "text/plain": [ + " df sum_sq mean_sq F PR(>F)\n", + "Neighborhood 24.0 132.884425 5.536851 140.052079 0.000000e+00\n", + "OverallQual 1.0 43.224149 43.224149 1093.334788 1.100729e-178\n", + "Residual 1434.0 56.692085 0.039534 NaN NaN" + ] + }, + "execution_count": 418, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "anova_categoricas_2 = ols('SalePrice_Norm ~ Neighborhood + OverallQual', data = df).fit()\n", + "sm.stats.anova_lm(anova_categoricas_2).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 420, + "id": "944adb1a-b7c3-4aa3-9197-fe02ed891be0", + "metadata": {}, + "outputs": [], + "source": [ + "# Al menos una media es distinta." + ] + }, + { + "cell_type": "code", + "execution_count": 431, + "id": "34933d1b-6eea-462f-be09-e9fac50ed6e5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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OverallQualGrLivAreaGarageCarsFullBathYearBuiltYearRemodAddTotRmsAbvGrdNeighborhood
07171022200320038CollgCr
16126222197619766Veenker
27178622200120026CollgCr
37171731191519707Crawfor
48219832200020009NoRidge
...........................
14556164722199920007Gilbert
14566207322197819887NWAmes
14577234012194120069Crawfor
14585107811195019965NAmes
14595125611196519656Edwards
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1460 rows × 8 columns

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" + ], + "text/plain": [ + " OverallQual GrLivArea GarageCars FullBath YearBuilt YearRemodAdd \\\n", + "0 7 1710 2 2 2003 2003 \n", + "1 6 1262 2 2 1976 1976 \n", + "2 7 1786 2 2 2001 2002 \n", + "3 7 1717 3 1 1915 1970 \n", + "4 8 2198 3 2 2000 2000 \n", + "... ... ... ... ... ... ... \n", + "1455 6 1647 2 2 1999 2000 \n", + "1456 6 2073 2 2 1978 1988 \n", + "1457 7 2340 1 2 1941 2006 \n", + "1458 5 1078 1 1 1950 1996 \n", + "1459 5 1256 1 1 1965 1965 \n", + "\n", + " TotRmsAbvGrd Neighborhood \n", + "0 8 CollgCr \n", + "1 6 Veenker \n", + "2 6 CollgCr \n", + "3 7 Crawfor \n", + "4 9 NoRidge \n", + "... ... ... \n", + "1455 7 Gilbert \n", + "1456 7 NWAmes \n", + "1457 9 Crawfor \n", + "1458 5 NAmes \n", + "1459 6 Edwards \n", + "\n", + "[1460 rows x 8 columns]" + ] + }, + "execution_count": 431, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_final = df[['OverallQual','GrLivArea','GarageCars','FullBath','YearBuilt','YearRemodAdd','TotRmsAbvGrd','Neighborhood']]\n", + "df_final.dropna(inplace=True)\n", + "df_final" + ] + }, + { + "cell_type": "code", + "execution_count": 432, + "id": "5896c7e3-5bbb-48b4-98fd-7717d9384c36", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GrLivAreaGarageCarsFullBathYearBuiltYearRemodAddTotRmsAbvGrdOverallQual_1OverallQual_2OverallQual_3OverallQual_4...Neighborhood_NoRidgeNeighborhood_NridgHtNeighborhood_OldTownNeighborhood_SWISUNeighborhood_SawyerNeighborhood_SawyerWNeighborhood_SomerstNeighborhood_StoneBrNeighborhood_TimberNeighborhood_Veenker
01710222003200380000...0000000000
11262221976197660000...0000000001
21786222001200260000...0000000000
31717311915197070000...0000000000
42198322000200090000...1000000000
..................................................................
14551647221999200070000...0000000000
14562073221978198870000...0000000000
14572340121941200690000...0000000000
14581078111950199650000...0000000000
14591256111965196560000...0000000000
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1460 rows × 41 columns

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" + ], + "text/plain": [ + " GrLivArea GarageCars FullBath YearBuilt YearRemodAdd TotRmsAbvGrd \\\n", + "0 1710 2 2 2003 2003 8 \n", + "1 1262 2 2 1976 1976 6 \n", + "2 1786 2 2 2001 2002 6 \n", + "3 1717 3 1 1915 1970 7 \n", + "4 2198 3 2 2000 2000 9 \n", + "... ... ... ... ... ... ... \n", + "1455 1647 2 2 1999 2000 7 \n", + "1456 2073 2 2 1978 1988 7 \n", + "1457 2340 1 2 1941 2006 9 \n", + "1458 1078 1 1 1950 1996 5 \n", + "1459 1256 1 1 1965 1965 6 \n", + "\n", + " OverallQual_1 OverallQual_2 OverallQual_3 OverallQual_4 ... \\\n", + "0 0 0 0 0 ... \n", + "1 0 0 0 0 ... \n", + "2 0 0 0 0 ... \n", + "3 0 0 0 0 ... \n", + "4 0 0 0 0 ... \n", + "... ... ... ... ... ... \n", + "1455 0 0 0 0 ... \n", + "1456 0 0 0 0 ... \n", + "1457 0 0 0 0 ... \n", + "1458 0 0 0 0 ... \n", + "1459 0 0 0 0 ... \n", + "\n", + " Neighborhood_NoRidge Neighborhood_NridgHt Neighborhood_OldTown \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 1 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_SWISU Neighborhood_Sawyer Neighborhood_SawyerW \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Somerst Neighborhood_StoneBr Neighborhood_Timber \\\n", + "0 0 0 0 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 0 \n", + "4 0 0 0 \n", + "... ... ... ... \n", + "1455 0 0 0 \n", + "1456 0 0 0 \n", + "1457 0 0 0 \n", + "1458 0 0 0 \n", + "1459 0 0 0 \n", + "\n", + " Neighborhood_Veenker \n", + "0 0 \n", + "1 1 \n", + "2 0 \n", + "3 0 \n", + "4 0 \n", + "... ... \n", + "1455 0 \n", + "1456 0 \n", + "1457 0 \n", + "1458 0 \n", + "1459 0 \n", + "\n", + "[1460 rows x 41 columns]" + ] + }, + "execution_count": 432, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_con_dummies = pd.get_dummies(df_final, columns = ['OverallQual','Neighborhood'])\n", + "df_con_dummies" + ] + }, + { + "cell_type": "code", + "execution_count": 434, + "id": "a7636202-445c-4339-9719-a8ff99eadf39", + "metadata": {}, + "outputs": [], + "source": [ + "X = sm.add_constant(df_con_dummies)\n", + "y = df['SalePrice']" + ] + }, + { + "cell_type": "code", + "execution_count": 446, + "id": "598c7dfe-a1b4-4ed8-9b4d-3cf95207a985", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
OLS Regression Results
Dep. Variable: SalePrice R-squared: 0.831
Model: OLS Adj. R-squared: 0.827
Method: Least Squares F-statistic: 179.7
Date: Sun, 31 Jul 2022 Prob (F-statistic): 0.00
Time: 18:33:15 Log-Likelihood: -17244.
No. Observations: 1460 AIC: 3.457e+04
Df Residuals: 1420 BIC: 3.478e+04
Df Model: 39
Covariance Type: nonrobust
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coef std err t P>|t| [0.025 0.975]
const -9.083e+05 1.37e+05 -6.611 0.000 -1.18e+06 -6.39e+05
GrLivArea 51.1299 3.795 13.472 0.000 43.685 58.575
GarageCars 1.224e+04 1637.459 7.477 0.000 9030.733 1.55e+04
FullBath -1362.8161 2470.543 -0.552 0.581 -6209.123 3483.491
YearBuilt 254.9062 67.960 3.751 0.000 121.593 388.219
YearRemodAdd 319.3506 57.835 5.522 0.000 205.899 432.802
TotRmsAbvGrd -669.5191 1010.580 -0.663 0.508 -2651.910 1312.872
OverallQual_1 -1.394e+05 2.5e+04 -5.578 0.000 -1.88e+05 -9.04e+04
OverallQual_2 -1.421e+05 2.22e+04 -6.389 0.000 -1.86e+05 -9.85e+04
OverallQual_3 -1.396e+05 1.5e+04 -9.315 0.000 -1.69e+05 -1.1e+05
OverallQual_4 -1.256e+05 1.39e+04 -9.022 0.000 -1.53e+05 -9.83e+04
OverallQual_5 -1.195e+05 1.39e+04 -8.579 0.000 -1.47e+05 -9.22e+04
OverallQual_6 -1.135e+05 1.42e+04 -7.983 0.000 -1.41e+05 -8.56e+04
OverallQual_7 -9.962e+04 1.47e+04 -6.765 0.000 -1.29e+05 -7.07e+04
OverallQual_8 -6.846e+04 1.51e+04 -4.521 0.000 -9.82e+04 -3.88e+04
OverallQual_9 4638.4983 1.61e+04 0.288 0.773 -2.69e+04 3.62e+04
OverallQual_10 3.485e+04 1.72e+04 2.023 0.043 1059.797 6.86e+04
Neighborhood_Blmngtn -4.934e+04 1.07e+04 -4.601 0.000 -7.04e+04 -2.83e+04
Neighborhood_Blueste -6.764e+04 2.33e+04 -2.908 0.004 -1.13e+05 -2.2e+04
Neighborhood_BrDale -7.137e+04 9862.748 -7.237 0.000 -9.07e+04 -5.2e+04
Neighborhood_BrkSide -3.938e+04 5946.819 -6.623 0.000 -5.11e+04 -2.77e+04
Neighborhood_ClearCr -8342.5882 8235.351 -1.013 0.311 -2.45e+04 7812.172
Neighborhood_CollgCr -3.618e+04 7502.407 -4.822 0.000 -5.09e+04 -2.15e+04
Neighborhood_Crawfor -7368.2313 6323.841 -1.165 0.244 -1.98e+04 5036.843
Neighborhood_Edwards -5.429e+04 6167.853 -8.803 0.000 -6.64e+04 -4.22e+04
Neighborhood_Gilbert -4.503e+04 7971.990 -5.648 0.000 -6.07e+04 -2.94e+04
Neighborhood_IDOTRR -5.432e+04 6754.662 -8.042 0.000 -6.76e+04 -4.11e+04
Neighborhood_MeadowV -6.462e+04 1.01e+04 -6.406 0.000 -8.44e+04 -4.48e+04
Neighborhood_Mitchel -4.257e+04 7788.277 -5.466 0.000 -5.79e+04 -2.73e+04
Neighborhood_NAmes -3.831e+04 5632.729 -6.801 0.000 -4.94e+04 -2.73e+04
Neighborhood_NPkVill -5.241e+04 1.21e+04 -4.348 0.000 -7.61e+04 -2.88e+04
Neighborhood_NWAmes -3.725e+04 6805.875 -5.473 0.000 -5.06e+04 -2.39e+04
Neighborhood_NoRidge 1.093e+04 8589.769 1.272 0.203 -5920.090 2.78e+04
Neighborhood_NridgHt -7394.3477 8359.744 -0.885 0.377 -2.38e+04 9004.427
Neighborhood_OldTown -5.807e+04 5140.832 -11.295 0.000 -6.82e+04 -4.8e+04
Neighborhood_SWISU -4.988e+04 7678.468 -6.497 0.000 -6.49e+04 -3.48e+04
Neighborhood_Sawyer -4.233e+04 6843.251 -6.186 0.000 -5.58e+04 -2.89e+04
Neighborhood_SawyerW -3.992e+04 7694.126 -5.189 0.000 -5.5e+04 -2.48e+04
Neighborhood_Somerst -3.569e+04 8087.840 -4.413 0.000 -5.16e+04 -1.98e+04
Neighborhood_StoneBr 6296.1062 9442.818 0.667 0.505 -1.22e+04 2.48e+04
Neighborhood_Timber -2.201e+04 8350.136 -2.635 0.008 -3.84e+04 -5626.852
Neighborhood_Veenker -1812.5494 1.14e+04 -0.159 0.874 -2.42e+04 2.05e+04
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
Omnibus: 418.234 Durbin-Watson: 1.932
Prob(Omnibus): 0.000 Jarque-Bera (JB): 29800.708
Skew: -0.362 Prob(JB): 0.00
Kurtosis: 25.121 Cond. No. 1.00e+16


Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The smallest eigenvalue is 1.48e-22. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: SalePrice R-squared: 0.831\n", + "Model: OLS Adj. R-squared: 0.827\n", + "Method: Least Squares F-statistic: 179.7\n", + "Date: Sun, 31 Jul 2022 Prob (F-statistic): 0.00\n", + "Time: 18:33:15 Log-Likelihood: -17244.\n", + "No. Observations: 1460 AIC: 3.457e+04\n", + "Df Residuals: 1420 BIC: 3.478e+04\n", + "Df Model: 39 \n", + "Covariance Type: nonrobust \n", + "========================================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "----------------------------------------------------------------------------------------\n", + "const -9.083e+05 1.37e+05 -6.611 0.000 -1.18e+06 -6.39e+05\n", + "GrLivArea 51.1299 3.795 13.472 0.000 43.685 58.575\n", + "GarageCars 1.224e+04 1637.459 7.477 0.000 9030.733 1.55e+04\n", + "FullBath -1362.8161 2470.543 -0.552 0.581 -6209.123 3483.491\n", + "YearBuilt 254.9062 67.960 3.751 0.000 121.593 388.219\n", + "YearRemodAdd 319.3506 57.835 5.522 0.000 205.899 432.802\n", + "TotRmsAbvGrd -669.5191 1010.580 -0.663 0.508 -2651.910 1312.872\n", + "OverallQual_1 -1.394e+05 2.5e+04 -5.578 0.000 -1.88e+05 -9.04e+04\n", + "OverallQual_2 -1.421e+05 2.22e+04 -6.389 0.000 -1.86e+05 -9.85e+04\n", + "OverallQual_3 -1.396e+05 1.5e+04 -9.315 0.000 -1.69e+05 -1.1e+05\n", + "OverallQual_4 -1.256e+05 1.39e+04 -9.022 0.000 -1.53e+05 -9.83e+04\n", + "OverallQual_5 -1.195e+05 1.39e+04 -8.579 0.000 -1.47e+05 -9.22e+04\n", + "OverallQual_6 -1.135e+05 1.42e+04 -7.983 0.000 -1.41e+05 -8.56e+04\n", + "OverallQual_7 -9.962e+04 1.47e+04 -6.765 0.000 -1.29e+05 -7.07e+04\n", + "OverallQual_8 -6.846e+04 1.51e+04 -4.521 0.000 -9.82e+04 -3.88e+04\n", + "OverallQual_9 4638.4983 1.61e+04 0.288 0.773 -2.69e+04 3.62e+04\n", + "OverallQual_10 3.485e+04 1.72e+04 2.023 0.043 1059.797 6.86e+04\n", + "Neighborhood_Blmngtn -4.934e+04 1.07e+04 -4.601 0.000 -7.04e+04 -2.83e+04\n", + "Neighborhood_Blueste -6.764e+04 2.33e+04 -2.908 0.004 -1.13e+05 -2.2e+04\n", + "Neighborhood_BrDale -7.137e+04 9862.748 -7.237 0.000 -9.07e+04 -5.2e+04\n", + "Neighborhood_BrkSide -3.938e+04 5946.819 -6.623 0.000 -5.11e+04 -2.77e+04\n", + "Neighborhood_ClearCr -8342.5882 8235.351 -1.013 0.311 -2.45e+04 7812.172\n", + "Neighborhood_CollgCr -3.618e+04 7502.407 -4.822 0.000 -5.09e+04 -2.15e+04\n", + "Neighborhood_Crawfor -7368.2313 6323.841 -1.165 0.244 -1.98e+04 5036.843\n", + "Neighborhood_Edwards -5.429e+04 6167.853 -8.803 0.000 -6.64e+04 -4.22e+04\n", + "Neighborhood_Gilbert -4.503e+04 7971.990 -5.648 0.000 -6.07e+04 -2.94e+04\n", + "Neighborhood_IDOTRR -5.432e+04 6754.662 -8.042 0.000 -6.76e+04 -4.11e+04\n", + "Neighborhood_MeadowV -6.462e+04 1.01e+04 -6.406 0.000 -8.44e+04 -4.48e+04\n", + "Neighborhood_Mitchel -4.257e+04 7788.277 -5.466 0.000 -5.79e+04 -2.73e+04\n", + "Neighborhood_NAmes -3.831e+04 5632.729 -6.801 0.000 -4.94e+04 -2.73e+04\n", + "Neighborhood_NPkVill -5.241e+04 1.21e+04 -4.348 0.000 -7.61e+04 -2.88e+04\n", + "Neighborhood_NWAmes -3.725e+04 6805.875 -5.473 0.000 -5.06e+04 -2.39e+04\n", + "Neighborhood_NoRidge 1.093e+04 8589.769 1.272 0.203 -5920.090 2.78e+04\n", + "Neighborhood_NridgHt -7394.3477 8359.744 -0.885 0.377 -2.38e+04 9004.427\n", + "Neighborhood_OldTown -5.807e+04 5140.832 -11.295 0.000 -6.82e+04 -4.8e+04\n", + "Neighborhood_SWISU -4.988e+04 7678.468 -6.497 0.000 -6.49e+04 -3.48e+04\n", + "Neighborhood_Sawyer -4.233e+04 6843.251 -6.186 0.000 -5.58e+04 -2.89e+04\n", + "Neighborhood_SawyerW -3.992e+04 7694.126 -5.189 0.000 -5.5e+04 -2.48e+04\n", + "Neighborhood_Somerst -3.569e+04 8087.840 -4.413 0.000 -5.16e+04 -1.98e+04\n", + "Neighborhood_StoneBr 6296.1062 9442.818 0.667 0.505 -1.22e+04 2.48e+04\n", + "Neighborhood_Timber -2.201e+04 8350.136 -2.635 0.008 -3.84e+04 -5626.852\n", + "Neighborhood_Veenker -1812.5494 1.14e+04 -0.159 0.874 -2.42e+04 2.05e+04\n", + "==============================================================================\n", + "Omnibus: 418.234 Durbin-Watson: 1.932\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 29800.708\n", + "Skew: -0.362 Prob(JB): 0.00\n", + "Kurtosis: 25.121 Cond. No. 1.00e+16\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "[2] The smallest eigenvalue is 1.48e-22. This might indicate that there are\n", + "strong multicollinearity problems or that the design matrix is singular.\n", + "\"\"\"" + ] + }, + "execution_count": 446, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model=sm.OLS(y,X).fit()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 375, + "id": "7a051baa-af2b-4074-aad4-ceebfd8c25f3", + "metadata": {}, + "outputs": [], + "source": [ + "# Dudas: estandarización de datos vs normalización." + ] + }, + { + "cell_type": "code", + "execution_count": 440, + "id": "1955578b-5859-461b-bb7d-9980b471541d", + "metadata": {}, + "outputs": [], + "source": [ + "# Par de gráficos útiles para analizar:" + ] + }, + { + "cell_type": "code", + "execution_count": 443, + "id": "ec637413-54b4-43b1-9563-96f8f4bbfbf2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.jointplot(df['SalePrice'], df['GrLivArea'], kind='reg');" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "id": "4bc84ffb-b446-4d59-a2f9-3c3f1b4d799d", + "metadata": {}, + "outputs": [], + "source": [ + "# Veamos la diferencia de normalizar y no normalizar nuestros datos." + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "id": "d4de279d-e915-409e-9443-5e6fe285ba1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.jointplot(df['SalePrice_Norm'], df['GrLivArea'], kind='reg');" + ] + }, + { + "cell_type": "markdown", + "id": "84c23f83-4064-409d-b920-cf35cf70ef39", + "metadata": {}, + "source": [ + "### Conclusiones:" + ] + }, + { + "cell_type": "markdown", + "id": "3319ad86-5d3d-4704-bf4f-56400765e56f", + "metadata": {}, + "source": [ + "1. La variabilidad del precio de venta de las casas se explica en un 83.1%\n", + "2. Ho significa que el modelo no es estadísticamente válido y H1 que sí lo es. En este caso, nuestra Prob(F-statistic) es 0%, por ende rechazamos que nuestro modelo no es válido.\n", + "3. Ej: GrLivArea. Al aumentar en 1 unidad de medida el GrLivArea, el precio de las casas aumentará en 51.1299" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/README.md b/README.md deleted file mode 100644 index 2213bf6..0000000 --- a/README.md +++ /dev/null @@ -1,66 +0,0 @@ -![IronHack Logo](https://s3-eu-west-1.amazonaws.com/ih-materials/uploads/upload_d5c5793015fec3be28a63c4fa3dd4d55.png) - -# Project: Statistical Analysis - -## Overview - -The goal of this project is for you to practice statistical analysis using the iterative data analysis process. For this project, you will use this [Housing Prices](https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data) dataset we choose for you. You need to download the `train.csv` dataset then use your statistical analysis skills to analyze this dataset. **The goal of your analysis is to identify the most important features of houses that affect the sale prices.** - -**You will be working individually for this project**, but we'll be guiding you along the process and helping you as you go. - ---- - -## Technical Requirements - -The technical requirements for this project are as follows: - -* Try to apply everything you have learned so far about data analysis (in creative ways if you can) such as data cleaning, data manipulation, data visualization, and various statistical analysis methods. - -* Apply the iterative data analysis process -- setting expectations, collecting information, and reacting to data / revising expectations. - -* Conduct your analysis in Jupyter Notebook using Pandas, Numpy, Scipy, Matplotlib, Seaborn, Plotly, and other Python libraries you have learned, as necessary. - -## Necessary Deliverables - -The following deliverables should be pushed to your Github repo for this project. - -* **A Jupyter Notebook (statistical-analysis.ipynb)** containing your Python codes, outputs, and data visualizations. Make sure to include explanations for each of your steps in Markdown cells or Python comments. - -* [optional] A `README.md` file containing any additional information. - -## Suggested Ways to Get Started - -1. Explore data and understand what the fields mean. - -1. Examine the relationships between the sales price and other features in the dataset. Use data visualization techniques to help you gain intuitive understanding of the relationships. - -1. Make informed guess on which features should be investigated in depth. - -1. Data cleaning & manipulation. Apply the following techniques as appropriate: - * Adjust skewed data distribution. - * Remove columns with high proportion of missing values. - * Remove records with missing values. - * Feature reduction. - * Convert categorical data to numerical. - -1. Compute field relationship scores with the chosen statistical model. - -1. Present your findings in statistical summary and/or data visualizations. - -## Project Feedback + Evaluation - -* __Technical Requirements__: Did you deliver a project that met all the technical requirements? Given what the class has covered so far, did you build something that was reasonably complex? - -* __Creativity__: Did you add a personal spin or creative element into your project submission? Did you incorporate domain knowledge or unique perspective into your analysis. - -* __Code Quality__: Did you follow code style guidance and best practices covered in class? - -* __Total__: Your instructors will give you a total score on your project between: - - **Score**|**Expectations** - -----|----- - 0|Does not meet expectations - 1|Meets expectactions, good job! - 2|Exceeds expectations, you wonderful creature, you! - -This will be useful as an overall gauge of whether you met the project goals, but __the more important scores are described in the specs above__, which can help you identify where to focus your efforts for the next project! diff --git a/housing_prices.csv b/housing_prices.csv new file mode 100644 index 0000000..d68e0d7 --- /dev/null +++ b/housing_prices.csv @@ -0,0 +1,1461 @@ +Id,MSSubClass,MSZoning,LotFrontage,LotArea,Street,Alley,LotShape,LandContour,Utilities,LotConfig,LandSlope,Neighborhood,Condition1,Condition2,BldgType,HouseStyle,OverallQual,OverallCond,YearBuilt,YearRemodAdd,RoofStyle,RoofMatl,Exterior1st,Exterior2nd,MasVnrType,MasVnrArea,ExterQual,ExterCond,Foundation,BsmtQual,BsmtCond,BsmtExposure,BsmtFinType1,BsmtFinSF1,BsmtFinType2,BsmtFinSF2,BsmtUnfSF,TotalBsmtSF,Heating,HeatingQC,CentralAir,Electrical,1stFlrSF,2ndFlrSF,LowQualFinSF,GrLivArea,BsmtFullBath,BsmtHalfBath,FullBath,HalfBath,BedroomAbvGr,KitchenAbvGr,KitchenQual,TotRmsAbvGrd,Functional,Fireplaces,FireplaceQu,GarageType,GarageYrBlt,GarageFinish,GarageCars,GarageArea,GarageQual,GarageCond,PavedDrive,WoodDeckSF,OpenPorchSF,EnclosedPorch,3SsnPorch,ScreenPorch,PoolArea,PoolQC,Fence,MiscFeature,MiscVal,MoSold,YrSold,SaleType,SaleCondition,SalePrice +1,60,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,No,GLQ,706,Unf,0,150,856,GasA,Ex,Y,SBrkr,856,854,0,1710,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,548,TA,TA,Y,0,61,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,208500 +2,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,1Story,6,8,1976,1976,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,978,Unf,0,284,1262,GasA,Ex,Y,SBrkr,1262,0,0,1262,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1976,RFn,2,460,TA,TA,Y,298,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,181500 +3,60,RL,68,11250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,162,Gd,TA,PConc,Gd,TA,Mn,GLQ,486,Unf,0,434,920,GasA,Ex,Y,SBrkr,920,866,0,1786,1,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,608,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,223500 +4,70,RL,60,9550,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,5,1915,1970,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,Gd,No,ALQ,216,Unf,0,540,756,GasA,Gd,Y,SBrkr,961,756,0,1717,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1998,Unf,3,642,TA,TA,Y,0,35,272,0,0,0,NA,NA,NA,0,2,2006,WD,Abnorml,140000 +5,60,RL,84,14260,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,350,Gd,TA,PConc,Gd,TA,Av,GLQ,655,Unf,0,490,1145,GasA,Ex,Y,SBrkr,1145,1053,0,2198,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,2000,RFn,3,836,TA,TA,Y,192,84,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,250000 +6,50,RL,85,14115,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,5,5,1993,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Wood,Gd,TA,No,GLQ,732,Unf,0,64,796,GasA,Ex,Y,SBrkr,796,566,0,1362,1,0,1,1,1,1,TA,5,Typ,0,NA,Attchd,1993,Unf,2,480,TA,TA,Y,40,30,0,320,0,0,NA,MnPrv,Shed,700,10,2009,WD,Normal,143000 +7,20,RL,75,10084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,Stone,186,Gd,TA,PConc,Ex,TA,Av,GLQ,1369,Unf,0,317,1686,GasA,Ex,Y,SBrkr,1694,0,0,1694,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,RFn,2,636,TA,TA,Y,255,57,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,307000 +8,60,RL,NA,10382,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosN,Norm,1Fam,2Story,7,6,1973,1973,Gable,CompShg,HdBoard,HdBoard,Stone,240,TA,TA,CBlock,Gd,TA,Mn,ALQ,859,BLQ,32,216,1107,GasA,Ex,Y,SBrkr,1107,983,0,2090,1,0,2,1,3,1,TA,7,Typ,2,TA,Attchd,1973,RFn,2,484,TA,TA,Y,235,204,228,0,0,0,NA,NA,Shed,350,11,2009,WD,Normal,200000 +9,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,7,5,1931,1950,Gable,CompShg,BrkFace,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,952,952,GasA,Gd,Y,FuseF,1022,752,0,1774,0,0,2,0,2,2,TA,8,Min1,2,TA,Detchd,1931,Unf,2,468,Fa,TA,Y,90,0,205,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,129900 +10,190,RL,50,7420,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Artery,Artery,2fmCon,1.5Unf,5,6,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,GLQ,851,Unf,0,140,991,GasA,Ex,Y,SBrkr,1077,0,0,1077,1,0,1,0,2,2,TA,5,Typ,2,TA,Attchd,1939,RFn,1,205,Gd,TA,Y,0,4,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,118000 +11,20,RL,70,11200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1965,1965,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,906,Unf,0,134,1040,GasA,Ex,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1965,Unf,1,384,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,129500 +12,60,RL,85,11924,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,WdShing,Wd Shng,Stone,286,Ex,TA,PConc,Ex,TA,No,GLQ,998,Unf,0,177,1175,GasA,Ex,Y,SBrkr,1182,1142,0,2324,1,0,3,0,4,1,Ex,11,Typ,2,Gd,BuiltIn,2005,Fin,3,736,TA,TA,Y,147,21,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,345000 +13,20,RL,NA,12968,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1962,1962,Hip,CompShg,HdBoard,Plywood,None,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,NA,Detchd,1962,Unf,1,352,TA,TA,Y,140,0,0,0,176,0,NA,NA,NA,0,9,2008,WD,Normal,144000 +14,20,RL,91,10652,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,306,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1494,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,840,TA,TA,Y,160,33,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,279500 +15,20,RL,NA,10920,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,MetalSd,MetalSd,BrkFace,212,TA,TA,CBlock,TA,TA,No,BLQ,733,Unf,0,520,1253,GasA,TA,Y,SBrkr,1253,0,0,1253,1,0,1,1,2,1,TA,5,Typ,1,Fa,Attchd,1960,RFn,1,352,TA,TA,Y,0,213,176,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,157000 +16,45,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,7,8,1929,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,NA,Detchd,1991,Unf,2,576,TA,TA,Y,48,112,0,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal,132000 +17,20,RL,NA,11241,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1970,1970,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,180,TA,TA,CBlock,TA,TA,No,ALQ,578,Unf,0,426,1004,GasA,Ex,Y,SBrkr,1004,0,0,1004,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1970,Fin,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,700,3,2010,WD,Normal,149000 +18,90,RL,72,10791,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,4,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1296,0,0,1296,0,0,2,0,2,2,TA,6,Typ,0,NA,CarPort,1967,Unf,2,516,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,500,10,2006,WD,Normal,90000 +19,20,RL,66,13695,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,5,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,646,Unf,0,468,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,1,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,159000 +20,20,RL,70,7560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1965,Hip,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,No,LwQ,504,Unf,0,525,1029,GasA,TA,Y,SBrkr,1339,0,0,1339,0,0,1,0,3,1,TA,6,Min1,0,NA,Attchd,1958,Unf,1,294,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2009,COD,Abnorml,139000 +21,60,RL,101,14215,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,380,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1158,1158,GasA,Ex,Y,SBrkr,1158,1218,0,2376,0,0,3,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2005,RFn,3,853,TA,TA,Y,240,154,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial,325300 +22,45,RM,57,7449,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Unf,7,7,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,637,637,GasA,Ex,Y,FuseF,1108,0,0,1108,0,0,1,0,3,1,Gd,6,Typ,1,Gd,Attchd,1930,Unf,1,280,TA,TA,N,0,0,205,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,139400 +23,20,RL,75,9742,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,281,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1777,1777,GasA,Ex,Y,SBrkr,1795,0,0,1795,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,534,TA,TA,Y,171,159,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,230000 +24,120,RM,44,4224,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,1Story,5,7,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,840,Unf,0,200,1040,GasA,TA,Y,SBrkr,1060,0,0,1060,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1976,Unf,2,572,TA,TA,Y,100,110,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,129900 +25,20,RL,NA,8246,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1968,2001,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,Mn,Rec,188,ALQ,668,204,1060,GasA,Ex,Y,SBrkr,1060,0,0,1060,1,0,1,0,3,1,Gd,6,Typ,1,TA,Attchd,1968,Unf,1,270,TA,TA,Y,406,90,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,154000 +26,20,RL,110,14230,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,640,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1566,1566,GasA,Ex,Y,SBrkr,1600,0,0,1600,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,890,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,256300 +27,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,NA,Detchd,2005,Unf,2,576,TA,TA,Y,222,32,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,134800 +28,20,RL,98,11478,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,200,Gd,TA,PConc,Ex,TA,No,GLQ,1218,Unf,0,486,1704,GasA,Ex,Y,SBrkr,1704,0,0,1704,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2008,RFn,3,772,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,306000 +29,20,RL,47,16321,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1997,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Gd,BLQ,1277,Unf,0,207,1484,GasA,TA,Y,SBrkr,1600,0,0,1600,1,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,1,319,TA,TA,Y,288,258,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,207500 +30,30,RM,60,6324,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Feedr,RRNn,1Fam,1Story,4,6,1927,1950,Gable,CompShg,MetalSd,MetalSd,None,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,NA,Detchd,1920,Unf,1,240,Fa,TA,Y,49,0,87,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,68500 +31,70,C (all),50,8500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Feedr,Norm,1Fam,2Story,4,4,1920,1950,Gambrel,CompShg,BrkFace,BrkFace,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,649,649,GasA,TA,N,SBrkr,649,668,0,1317,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,250,TA,Fa,N,0,54,172,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,40000 +32,20,RL,NA,8544,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1966,2006,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1228,1228,GasA,Gd,Y,SBrkr,1228,0,0,1228,0,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1966,Unf,1,271,TA,TA,Y,0,65,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,149350 +33,20,RL,85,11049,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1234,1234,GasA,Ex,Y,SBrkr,1234,0,0,1234,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,484,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,179900 +34,20,RL,70,10552,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,1018,Unf,0,380,1398,GasA,Gd,Y,SBrkr,1700,0,0,1700,0,1,1,1,4,1,Gd,6,Typ,1,Gd,Attchd,1959,RFn,2,447,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,165500 +35,120,RL,60,7313,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,246,Ex,TA,PConc,Ex,TA,No,GLQ,1153,Unf,0,408,1561,GasA,Ex,Y,SBrkr,1561,0,0,1561,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,Fin,2,556,TA,TA,Y,203,47,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,277500 +36,60,RL,108,13418,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,Stone,132,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1117,1117,GasA,Ex,Y,SBrkr,1132,1320,0,2452,0,0,3,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2004,Fin,3,691,TA,TA,Y,113,32,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,309000 +37,20,RL,112,10859,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1097,1097,GasA,Ex,Y,SBrkr,1097,0,0,1097,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1995,Unf,2,672,TA,TA,Y,392,64,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,145000 +38,20,RL,74,8532,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1990,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,650,TA,TA,CBlock,TA,TA,No,Rec,1213,Unf,0,84,1297,GasA,Gd,Y,SBrkr,1297,0,0,1297,0,1,1,0,3,1,TA,5,Typ,1,TA,Attchd,1954,Fin,2,498,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,153000 +39,20,RL,68,7922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,731,Unf,0,326,1057,GasA,TA,Y,SBrkr,1057,0,0,1057,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1953,Unf,1,246,TA,TA,Y,0,52,0,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,109000 +40,90,RL,65,6040,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,5,1955,1955,Gable,CompShg,AsbShng,Plywood,None,0,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseP,1152,0,0,1152,0,0,2,0,2,2,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,AdjLand,82000 +41,20,RL,84,8658,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1965,1965,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,101,TA,TA,CBlock,TA,TA,No,Rec,643,Unf,0,445,1088,GasA,Ex,Y,SBrkr,1324,0,0,1324,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1965,RFn,2,440,TA,TA,Y,0,138,0,0,0,0,NA,GdWo,NA,0,12,2006,WD,Abnorml,160000 +42,20,RL,115,16905,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,Gd,BLQ,967,Unf,0,383,1350,GasA,Gd,Y,SBrkr,1328,0,0,1328,0,1,1,1,2,1,TA,5,Typ,2,Gd,Attchd,1959,RFn,1,308,TA,TA,P,0,104,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,170000 +43,85,RL,NA,9180,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,SFoyer,5,7,1983,1983,Gable,CompShg,HdBoard,HdBoard,None,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,NA,Attchd,1983,RFn,2,504,TA,Gd,Y,240,0,0,0,0,0,NA,MnPrv,NA,0,12,2007,WD,Normal,144000 +44,20,RL,NA,9200,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1980,Hip,CompShg,VinylSd,VinylSd,None,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,NA,Detchd,1977,Unf,1,308,TA,TA,Y,145,0,0,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,130250 +45,20,RL,70,7945,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,179,BLQ,506,465,1150,GasA,Ex,Y,FuseA,1150,0,0,1150,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,300,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,141000 +46,120,RL,61,7658,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,412,Ex,TA,PConc,Ex,TA,No,GLQ,456,Unf,0,1296,1752,GasA,Ex,Y,SBrkr,1752,0,0,1752,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,RFn,2,576,TA,TA,Y,196,82,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,319900 +47,50,RL,48,12822,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,1351,Unf,0,83,1434,GasA,Ex,Y,SBrkr,1518,631,0,2149,1,0,1,1,1,1,Gd,6,Typ,1,Ex,Attchd,2003,RFn,2,670,TA,TA,Y,168,43,0,0,198,0,NA,NA,NA,0,8,2009,WD,Abnorml,239686 +48,20,FV,84,11096,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1632,1656,GasA,Ex,Y,SBrkr,1656,0,0,1656,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,3,826,TA,TA,Y,0,146,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,249700 +49,190,RM,33,4456,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,5,1920,2008,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,736,736,GasA,Gd,Y,SBrkr,736,716,0,1452,0,0,2,0,2,3,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,102,0,0,0,NA,NA,NA,0,6,2009,New,Partial,113000 +50,20,RL,66,7742,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,None,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,NA,Attchd,1966,Unf,1,386,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,127000 +51,60,RL,NA,13869,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,6,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,182,Unf,0,612,794,GasA,Gd,Y,SBrkr,794,676,0,1470,0,1,2,0,3,1,TA,6,Typ,0,NA,Attchd,1997,Fin,2,388,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,177000 +52,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1934,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,Y,SBrkr,816,0,360,1176,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1985,Unf,2,528,TA,TA,Y,112,0,0,0,0,0,NA,MnPrv,Shed,400,9,2006,WD,Normal,114500 +53,90,RM,110,8472,Grvl,NA,IR2,Bnk,AllPub,Corner,Mod,IDOTRR,RRNn,Norm,Duplex,1Story,5,5,1963,1963,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,NA,CarPort,1963,Unf,2,516,TA,TA,Y,106,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,110000 +54,20,RL,68,50271,Pave,NA,IR1,Low,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,9,5,1981,1987,Gable,WdShngl,WdShing,Wd Shng,None,0,Gd,TA,CBlock,Ex,TA,Gd,GLQ,1810,Unf,0,32,1842,GasA,Gd,Y,SBrkr,1842,0,0,1842,2,0,0,1,0,1,Gd,5,Typ,1,Gd,Attchd,1981,Fin,3,894,TA,TA,Y,857,72,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,385000 +55,80,RL,60,7134,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,SLvl,5,5,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,384,Unf,0,0,384,GasA,TA,Y,SBrkr,1360,0,0,1360,0,0,1,0,3,1,TA,6,Min1,1,TA,Detchd,1962,Unf,2,572,TA,TA,Y,0,50,0,0,0,0,NA,MnPrv,NA,0,2,2007,WD,Normal,130000 +56,20,RL,100,10175,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1964,1964,Gable,CompShg,HdBoard,Plywood,BrkFace,272,TA,TA,CBlock,TA,TA,No,BLQ,490,Unf,0,935,1425,GasA,Gd,Y,SBrkr,1425,0,0,1425,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1964,RFn,2,576,TA,TA,Y,0,0,0,407,0,0,NA,NA,NA,0,7,2008,WD,Normal,180500 +57,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,GLQ,649,Unf,0,321,970,GasA,Ex,Y,SBrkr,983,756,0,1739,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1999,Fin,2,480,TA,TA,Y,115,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,172500 +58,60,RL,89,11645,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,860,860,GasA,Ex,Y,SBrkr,860,860,0,1720,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,565,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,196500 +59,60,RL,66,13682,Pave,NA,IR2,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,10,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,1031,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1410,1410,GasA,Ex,Y,SBrkr,1426,1519,0,2945,0,0,3,1,3,1,Gd,10,Typ,1,Gd,BuiltIn,2006,Fin,3,641,TA,TA,Y,192,0,37,0,0,0,NA,NA,NA,0,10,2006,New,Partial,438780 +60,20,RL,60,7200,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Gable,CompShg,HdBoard,HdBoard,None,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,NA,Detchd,1973,Unf,1,352,TA,TA,Y,196,0,0,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,124900 +61,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,941,Unf,0,217,1158,GasA,Ex,Y,SBrkr,1158,0,0,1158,1,0,1,1,3,1,Gd,5,Typ,0,NA,Detchd,2006,Unf,2,576,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,158000 +62,75,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2.5Unf,5,7,1920,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,530,530,GasA,TA,N,SBrkr,581,530,0,1111,0,0,1,0,3,1,Fa,6,Typ,0,NA,Detchd,1935,Unf,1,288,TA,TA,N,0,0,144,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,101000 +63,120,RL,44,6442,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,178,Gd,TA,PConc,Gd,Gd,Mn,GLQ,24,Unf,0,1346,1370,GasA,Ex,Y,SBrkr,1370,0,0,1370,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,484,TA,TA,Y,120,49,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,202500 +64,70,RM,50,10300,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,RRAn,Feedr,1Fam,2Story,7,6,1921,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,576,576,GasA,Gd,Y,SBrkr,902,808,0,1710,0,0,2,0,3,1,TA,9,Typ,0,NA,Detchd,1990,Unf,2,480,TA,TA,Y,12,11,64,0,0,0,NA,GdPrv,NA,0,4,2010,WD,Normal,140000 +65,60,RL,NA,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,573,TA,TA,PConc,Gd,TA,No,GLQ,739,Unf,0,318,1057,GasA,Ex,Y,SBrkr,1057,977,0,2034,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,1998,RFn,2,645,TA,TA,Y,576,36,0,0,0,0,NA,GdPrv,NA,0,2,2009,WD,Normal,219500 +66,60,RL,76,9591,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,344,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1143,1143,GasA,Ex,Y,SBrkr,1143,1330,0,2473,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2004,RFn,3,852,TA,TA,Y,192,151,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,317000 +67,20,RL,NA,19900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosA,Norm,1Fam,1Story,7,5,1970,1989,Gable,CompShg,Plywood,Plywood,BrkFace,287,TA,TA,CBlock,Gd,TA,Gd,GLQ,912,Unf,0,1035,1947,GasA,TA,Y,SBrkr,2207,0,0,2207,1,0,2,0,3,1,TA,7,Min1,1,Gd,Attchd,1970,RFn,2,576,TA,TA,Y,301,0,0,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,180000 +68,20,RL,72,10665,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,167,Gd,TA,PConc,Gd,TA,Av,GLQ,1013,Unf,0,440,1453,GasA,Ex,Y,SBrkr,1479,0,0,1479,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,558,TA,TA,Y,144,29,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,226000 +69,30,RM,47,4608,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1Story,4,6,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,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,NA,Attchd,1945,Unf,1,220,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,80000 +70,50,RL,81,15593,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,7,4,1953,1953,Gable,CompShg,BrkFace,AsbShng,None,0,Gd,TA,CBlock,TA,TA,No,BLQ,603,Unf,0,701,1304,GasW,TA,Y,SBrkr,1304,983,0,2287,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1953,Fin,2,667,TA,TA,Y,0,21,114,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,225000 +71,20,RL,95,13651,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,6,1973,1973,Gable,CompShg,Plywood,Plywood,BrkFace,1115,TA,Gd,CBlock,Gd,TA,Gd,ALQ,1880,Unf,0,343,2223,GasA,Ex,Y,SBrkr,2223,0,0,2223,1,0,2,0,3,1,TA,8,Typ,2,Gd,Attchd,1973,Fin,2,516,TA,TA,Y,300,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,244000 +72,20,RL,69,7599,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,4,6,1982,2006,Gable,CompShg,HdBoard,Plywood,None,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,NA,Detchd,1987,Unf,2,360,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,129500 +73,60,RL,74,10141,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,832,832,GasA,Gd,Y,SBrkr,885,833,0,1718,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1998,Fin,2,427,TA,TA,Y,0,94,0,0,291,0,NA,NA,NA,0,12,2009,WD,Normal,185000 +74,20,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1954,2003,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,104,TA,TA,CBlock,TA,TA,No,ALQ,320,BLQ,362,404,1086,GasA,Gd,Y,SBrkr,1086,0,0,1086,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1989,Unf,2,490,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2010,WD,Normal,144900 +75,50,RM,60,5790,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,3,6,1915,1950,Gambrel,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,CBlock,Fa,TA,No,Unf,0,Unf,0,840,840,GasA,Gd,N,SBrkr,840,765,0,1605,0,0,2,0,3,2,TA,8,Typ,0,NA,Detchd,1915,Unf,1,379,TA,TA,Y,0,0,202,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,107400 +76,180,RM,21,1596,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SLvl,4,5,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,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,NA,BuiltIn,1973,Unf,1,297,TA,TA,Y,120,101,0,0,0,0,NA,GdWo,NA,0,11,2009,WD,Normal,91000 +77,20,RL,NA,8475,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1956,1956,Gable,CompShg,VinylSd,VinylSd,None,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,NA,Detchd,1956,Unf,1,283,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,135750 +78,50,RM,50,8635,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1948,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,336,GLQ,41,295,672,GasA,TA,Y,SBrkr,1072,213,0,1285,1,0,1,0,2,1,TA,6,Min1,0,NA,Detchd,1948,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,127000 +79,90,RL,72,10778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,4,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1768,1768,GasA,TA,N,SBrkr,1768,0,0,1768,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,136500 +80,50,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,6,1910,1981,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,440,440,GasA,Gd,Y,SBrkr,682,548,0,1230,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1966,Unf,2,440,TA,TA,Y,74,0,128,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal,110000 +81,60,RL,100,13000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,VinylSd,VinylSd,BrkFace,576,TA,Gd,CBlock,Gd,TA,No,Rec,448,Unf,0,448,896,GasA,TA,Y,SBrkr,1182,960,0,2142,0,0,2,1,4,1,Gd,8,Typ,1,Gd,Attchd,1968,Fin,1,509,TA,TA,Y,0,72,0,0,252,0,NA,NA,NA,0,6,2009,WD,Normal,193500 +82,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,443,TA,Gd,PConc,Ex,Gd,No,GLQ,1201,Unf,0,36,1237,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,405,TA,TA,Y,0,199,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,153500 +83,20,RL,78,10206,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,468,TA,TA,PConc,Gd,TA,No,GLQ,33,Unf,0,1530,1563,GasA,Ex,Y,SBrkr,1563,0,0,1563,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,758,TA,TA,Y,144,99,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,245000 +84,20,RL,80,8892,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1960,Gable,CompShg,MetalSd,MetalSd,BrkCmn,66,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1065,1065,GasA,Gd,Y,SBrkr,1065,0,0,1065,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1974,Unf,2,461,TA,TA,Y,74,0,0,0,0,0,NA,NA,NA,0,7,2007,COD,Normal,126500 +85,80,RL,NA,8530,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,22,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,804,670,0,1474,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1995,Fin,2,400,TA,TA,Y,120,72,0,0,0,0,NA,NA,Shed,700,5,2009,WD,Normal,168500 +86,60,RL,121,16059,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1991,1992,Hip,CompShg,HdBoard,HdBoard,BrkFace,284,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1288,1288,GasA,Ex,Y,SBrkr,1301,1116,0,2417,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1991,Unf,2,462,TA,TA,Y,127,82,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,260000 +87,60,RL,122,11911,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,684,684,GasA,Ex,Y,SBrkr,684,876,0,1560,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2005,Fin,2,400,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,174000 +88,160,FV,40,3951,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,76,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,612,612,GasA,Ex,Y,SBrkr,612,612,0,1224,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2009,RFn,2,528,TA,TA,Y,0,234,0,0,0,0,NA,NA,NA,0,6,2009,New,Partial,164500 +89,50,C (all),105,8470,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,IDOTRR,Feedr,Feedr,1Fam,1.5Fin,3,2,1915,1982,Hip,CompShg,Plywood,Plywood,None,0,Fa,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,1013,1013,GasA,TA,N,SBrkr,1013,0,513,1526,0,0,1,0,2,1,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,156,0,0,0,NA,MnPrv,NA,0,10,2009,ConLD,Abnorml,85000 +90,20,RL,60,8070,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,4,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,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,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,123600 +91,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1950,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseA,1040,0,0,1040,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1950,Unf,2,420,TA,TA,Y,0,29,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,109900 +92,20,RL,85,8500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1961,1961,Hip,CompShg,HdBoard,HdBoard,BrkCmn,203,TA,TA,CBlock,TA,TA,No,Rec,600,Unf,0,635,1235,GasA,TA,Y,SBrkr,1235,0,0,1235,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1961,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,12,2006,WD,Abnorml,98600 +93,30,RL,80,13360,Pave,Grvl,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,7,1921,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,NA,Detchd,1921,Unf,2,432,TA,TA,Y,0,0,44,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,163500 +94,190,C (all),60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,2fmCon,2.5Unf,6,6,1910,1998,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,Mn,Rec,1046,Unf,0,168,1214,GasW,Ex,N,SBrkr,1260,1031,0,2291,0,1,2,0,4,2,TA,9,Typ,1,Gd,Detchd,1900,Unf,2,506,TA,TA,Y,0,0,0,0,99,0,NA,NA,NA,0,11,2007,WD,Normal,133900 +95,60,RL,69,9337,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,GLQ,648,Unf,0,176,824,GasA,Ex,Y,SBrkr,905,881,0,1786,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1997,RFn,2,684,TA,TA,Y,0,162,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,204750 +96,60,RL,NA,9765,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,8,1993,1993,Gable,CompShg,VinylSd,VinylSd,BrkFace,68,Ex,Gd,PConc,Gd,Gd,No,ALQ,310,Unf,0,370,680,GasA,Gd,Y,SBrkr,680,790,0,1470,0,0,2,1,3,1,TA,6,Typ,1,TA,BuiltIn,1993,Fin,2,420,TA,TA,Y,232,63,0,0,0,0,NA,NA,Shed,480,4,2009,WD,Normal,185000 +97,20,RL,78,10264,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,183,Gd,TA,PConc,Gd,TA,Av,ALQ,1162,Unf,0,426,1588,GasA,Ex,Y,SBrkr,1588,0,0,1588,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,472,TA,TA,Y,158,29,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,214000 +98,20,RL,73,10921,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1965,1965,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,NA,Attchd,1965,Fin,1,432,TA,TA,P,120,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,94750 +99,30,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,NA,Basment,1920,Unf,1,366,Fa,TA,Y,0,0,77,0,0,0,NA,NA,Shed,400,5,2010,COD,Abnorml,83000 +100,20,RL,77,9320,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1959,1959,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,569,Unf,0,381,950,GasA,Fa,Y,SBrkr,1225,0,0,1225,1,0,1,1,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,352,0,0,0,0,0,NA,NA,Shed,400,1,2010,WD,Normal,128950 +101,20,RL,NA,10603,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1977,2001,Gable,CompShg,Plywood,Plywood,BrkFace,28,TA,TA,PConc,TA,TA,Mn,ALQ,1200,Unf,0,410,1610,GasA,Gd,Y,SBrkr,1610,0,0,1610,1,0,2,0,3,1,Gd,6,Typ,2,TA,Attchd,1977,RFn,2,480,TA,TA,Y,168,68,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,205000 +102,60,RL,77,9206,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,BrkFace,336,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,741,741,GasA,TA,Y,SBrkr,977,755,0,1732,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1985,Fin,2,476,TA,TA,Y,192,46,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,178000 +103,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1535,0,0,1535,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,410,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,118964 +104,20,RL,94,10402,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1226,1226,GasA,Ex,Y,SBrkr,1226,0,0,1226,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,3,740,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,198900 +105,50,RM,NA,7758,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,7,4,1931,1950,Gable,CompShg,Stucco,Stucco,BrkFace,600,TA,Fa,PConc,TA,TA,No,LwQ,224,Unf,0,816,1040,GasA,Ex,Y,FuseF,1226,592,0,1818,0,0,1,1,4,1,TA,7,Typ,2,TA,Detchd,1951,Unf,1,240,TA,TA,Y,0,0,0,0,184,0,NA,NA,NA,0,6,2007,WD,Normal,169500 +106,60,FV,75,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,768,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1053,1053,GasA,Ex,Y,SBrkr,1053,939,0,1992,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2003,RFn,2,648,TA,TA,Y,140,45,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,250000 +107,30,RM,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1885,1995,Mansard,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,641,641,GasA,Gd,Y,SBrkr,1047,0,0,1047,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1954,Unf,1,273,Fa,Fa,N,0,0,0,0,0,0,NA,NA,Shed,450,8,2007,WD,Normal,100000 +108,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,5,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,104,BLQ,169,516,789,GasA,Ex,Y,SBrkr,789,0,0,789,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1948,Unf,1,250,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Partial,115000 +109,50,RM,85,8500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,5,7,1919,2005,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,793,793,GasW,TA,N,FuseF,997,520,0,1517,0,0,2,0,3,1,Fa,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,144,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,115000 +110,20,RL,105,11751,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,480,TA,TA,CBlock,Gd,TA,No,BLQ,705,Unf,0,1139,1844,GasA,Ex,Y,SBrkr,1844,0,0,1844,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1977,RFn,2,546,TA,TA,Y,0,122,0,0,0,0,NA,MnPrv,NA,0,1,2010,COD,Normal,190000 +111,50,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,4,1954,1972,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,Fa,No,Rec,444,Unf,0,550,994,GasA,Gd,Y,SBrkr,1216,639,0,1855,0,0,2,0,4,1,TA,7,Typ,0,NA,Attchd,1954,Unf,1,325,TA,TA,Y,182,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,136900 +112,80,RL,NA,7750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,250,Unf,0,134,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,2000,Fin,2,400,TA,TA,Y,180,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,180000 +113,60,RL,77,9965,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,220,Gd,TA,PConc,Ex,TA,Av,GLQ,984,Unf,0,280,1264,GasA,Ex,Y,SBrkr,1282,1414,0,2696,1,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2007,Fin,3,792,TA,TA,Y,120,184,0,0,168,0,NA,NA,NA,0,10,2007,New,Partial,383970 +114,20,RL,NA,21000,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,184,TA,Gd,CBlock,Gd,TA,Mn,ALQ,35,Rec,869,905,1809,GasA,TA,Y,SBrkr,2259,0,0,2259,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Basment,1953,Unf,2,450,TA,TA,Y,166,120,192,0,0,0,NA,MnPrv,NA,0,10,2007,COD,Abnorml,217000 +115,70,RL,61,7259,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,6,8,1945,2002,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,774,LwQ,150,104,1028,GasA,Ex,Y,SBrkr,1436,884,0,2320,1,0,2,1,3,1,Gd,9,Typ,1,TA,Detchd,1945,Unf,1,180,TA,TA,Y,224,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal,259500 +116,160,FV,34,3230,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,1129,TA,TA,PConc,Gd,TA,No,GLQ,419,Unf,0,310,729,GasA,Gd,Y,SBrkr,729,729,0,1458,0,0,2,1,2,1,TA,5,Typ,1,Fa,Detchd,1999,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,176000 +117,20,RL,NA,11616,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,116,TA,TA,CBlock,TA,TA,No,LwQ,170,BLQ,670,252,1092,GasA,TA,Y,SBrkr,1092,0,0,1092,0,1,1,0,3,1,TA,6,Typ,1,Po,Attchd,1962,Unf,1,288,TA,TA,Y,0,20,144,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,139000 +118,20,RL,74,8536,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1125,1125,GasA,Gd,Y,SBrkr,1125,0,0,1125,0,0,1,1,2,1,TA,5,Typ,0,NA,Attchd,2007,Unf,2,430,TA,TA,Y,80,64,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,155000 +119,60,RL,90,12376,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1990,1990,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,1470,Unf,0,203,1673,GasA,Gd,Y,SBrkr,1699,1523,0,3222,1,0,3,0,5,1,Gd,11,Typ,2,TA,Attchd,1990,Unf,3,594,TA,TA,Y,367,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,320000 +120,60,RL,65,8461,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,163990 +121,80,RL,NA,21453,Pave,NA,IR1,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,SLvl,6,5,1969,1969,Flat,Metal,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,938,Unf,0,0,938,GasA,Ex,Y,SBrkr,988,0,0,988,1,0,1,0,1,1,TA,4,Typ,2,TA,Attchd,1969,Unf,2,540,TA,TA,Y,0,130,0,130,0,0,NA,NA,NA,0,10,2006,WD,Normal,180000 +122,50,RM,50,6060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,5,1939,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,732,732,GasA,Gd,Y,SBrkr,772,351,0,1123,0,0,1,0,3,1,TA,4,Typ,0,NA,Detchd,1979,Unf,1,264,TA,TA,P,0,0,140,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,100000 +123,20,RL,75,9464,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1958,1958,Hip,CompShg,MetalSd,MetalSd,BrkFace,135,TA,Gd,CBlock,TA,TA,No,BLQ,570,Unf,0,510,1080,GasA,Gd,Y,SBrkr,1080,0,0,1080,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1958,Unf,1,288,TA,TA,Y,0,0,0,0,130,0,NA,NA,NA,0,6,2008,WD,Normal,136000 +124,120,RL,55,7892,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1993,1993,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,300,Unf,0,899,1199,GasA,Ex,Y,SBrkr,1199,0,0,1199,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1993,RFn,2,530,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,153900 +125,20,RL,48,17043,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1979,1998,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,Gd,Fa,No,Unf,0,Unf,0,1362,1362,GasA,TA,Y,SBrkr,1586,0,0,1586,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1979,Unf,2,435,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,181000 +126,190,RM,60,6780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,1.5Fin,6,8,1935,1982,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,Av,GLQ,490,Unf,0,30,520,GasA,Gd,N,SBrkr,520,0,234,754,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,53,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,84500 +127,120,RL,NA,4928,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,120,Unf,0,958,1078,GasA,TA,Y,SBrkr,958,0,0,958,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1977,RFn,2,440,TA,TA,Y,0,205,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,128000 +128,45,RM,55,4388,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Unf,5,7,1930,1950,Gable,CompShg,WdShing,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,LwQ,116,Unf,0,556,672,GasA,Ex,Y,SBrkr,840,0,0,840,0,0,1,0,3,1,TA,5,Typ,1,TA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,87000 +129,60,RL,69,7590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,6,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,266,TA,TA,CBlock,TA,TA,No,BLQ,512,Unf,0,148,660,GasA,TA,Y,SBrkr,660,688,0,1348,0,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1966,RFn,2,453,TA,TA,Y,188,108,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,155000 +130,20,RL,69,8973,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1958,1991,Gable,CompShg,Plywood,Plywood,BrkFace,85,TA,TA,CBlock,TA,TA,No,Rec,567,BLQ,28,413,1008,GasA,TA,Y,FuseA,1053,0,0,1053,0,1,1,1,3,1,Ex,6,Typ,0,NA,2Types,1998,RFn,2,750,TA,TA,Y,0,80,0,180,0,0,NA,MnWw,NA,0,7,2006,WD,Abnorml,150000 +131,60,RL,88,14200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1966,1966,Gable,CompShg,MetalSd,MetalSd,BrkFace,309,TA,TA,CBlock,TA,TA,No,Rec,445,Unf,0,479,924,GasA,Ex,Y,SBrkr,1216,941,0,2157,0,0,2,1,4,1,Gd,8,Typ,2,Gd,Attchd,1966,Fin,2,487,TA,TA,Y,105,66,0,0,0,0,NA,GdPrv,NA,0,5,2006,WD,Normal,226000 +132,60,RL,NA,12224,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,No,GLQ,695,Unf,0,297,992,GasA,Ex,Y,SBrkr,1022,1032,0,2054,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2000,RFn,2,390,TA,TA,Y,24,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,244000 +133,20,RL,75,7388,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,405,Unf,0,658,1063,GasA,Gd,Y,SBrkr,1327,0,0,1327,1,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1974,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,150750 +134,20,RL,NA,6853,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,136,Gd,TA,PConc,Ex,TA,No,GLQ,1005,Unf,0,262,1267,GasA,Ex,Y,SBrkr,1296,0,0,1296,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,471,TA,TA,Y,192,25,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,220000 +135,20,RL,78,10335,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1968,1993,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,570,Unf,0,891,1461,GasA,Gd,Y,SBrkr,1721,0,0,1721,0,0,2,1,3,1,TA,7,Min1,1,TA,Attchd,1968,RFn,2,440,TA,TA,Y,0,96,180,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,180000 +136,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1970,1970,Hip,CompShg,Plywood,Plywood,BrkFace,288,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1304,1304,GasA,Gd,Y,SBrkr,1682,0,0,1682,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1970,Unf,2,530,TA,TA,Y,98,0,0,0,0,0,NA,MnPrv,NA,0,5,2008,WD,Normal,174000 +137,20,RL,NA,10355,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,196,TA,TA,CBlock,TA,TA,No,BLQ,695,Unf,0,519,1214,GasA,TA,Y,SBrkr,1214,0,0,1214,0,0,2,0,3,1,TA,5,Typ,1,Fa,Attchd,1967,RFn,1,318,TA,TA,Y,0,111,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,143000 +138,90,RL,82,11070,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,7,5,1988,1989,Gable,CompShg,VinylSd,VinylSd,BrkFace,70,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1907,1907,GasA,Gd,Y,SBrkr,1959,0,0,1959,0,0,3,0,5,2,TA,9,Typ,0,NA,2Types,1989,Unf,3,766,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Family,171000 +139,60,RL,73,9066,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,320,Gd,TA,PConc,Gd,TA,Mn,GLQ,668,Unf,0,336,1004,GasA,Ex,Y,SBrkr,1004,848,0,1852,0,0,2,1,3,1,Gd,7,Typ,2,TA,Attchd,1999,Fin,3,660,TA,TA,Y,224,106,0,0,0,0,NA,GdPrv,NA,0,12,2008,WD,Normal,230000 +140,60,RL,65,15426,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,821,Unf,0,107,928,GasA,Ex,Y,SBrkr,928,836,0,1764,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1997,RFn,2,470,TA,TA,Y,276,99,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,231500 +141,20,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,432,Unf,0,432,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,1,Po,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,ConLI,Normal,115000 +142,20,RL,78,11645,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,434,1734,GasA,Ex,Y,SBrkr,1734,0,0,1734,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,Fin,2,660,TA,TA,Y,160,24,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,260000 +143,50,RL,71,8520,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,4,1952,1952,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,No,Rec,507,Unf,0,403,910,GasA,Fa,Y,SBrkr,910,475,0,1385,0,0,2,0,4,1,TA,6,Typ,0,NA,Detchd,2000,Unf,2,720,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,166000 +144,20,RL,78,10335,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,183,Gd,TA,PConc,Gd,TA,Gd,GLQ,679,Unf,0,811,1490,GasA,Ex,Y,SBrkr,1501,0,0,1501,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,577,TA,TA,Y,144,29,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,204000 +145,90,RM,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,Duplex,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,336,TA,TA,CBlock,TA,TA,No,Rec,1332,Unf,0,396,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,1,0,2,0,6,2,TA,10,Typ,0,NA,Detchd,1963,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,ConLI,Abnorml,125000 +146,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,6,5,2004,2006,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,130000 +147,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1931,1993,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,209,Unf,0,506,715,GasA,TA,Y,FuseA,875,0,0,875,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1931,Unf,1,180,Fa,TA,Y,48,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,105000 +148,60,RL,NA,9505,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,180,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,884,1151,0,2035,0,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2001,Fin,2,434,TA,TA,Y,144,48,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,222500 +149,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,TA,TA,PConc,Gd,TA,No,GLQ,680,Unf,0,400,1080,GasA,Ex,Y,SBrkr,1080,0,0,1080,1,0,1,0,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,141000 +150,50,RM,NA,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,4,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,896,896,GasA,Gd,Y,FuseA,896,448,0,1344,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1936,Unf,1,240,Fa,TA,Y,200,114,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,115000 +151,20,RL,120,10356,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Gable,CompShg,HdBoard,HdBoard,None,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,NA,Attchd,1975,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,122000 +152,20,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,436,Gd,TA,PConc,Ex,TA,Gd,GLQ,1400,Unf,0,310,1710,GasA,Ex,Y,SBrkr,1710,0,0,1710,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,866,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,1,2008,New,Partial,372402 +153,60,RL,NA,14803,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,252,TA,TA,CBlock,TA,TA,No,Rec,416,Unf,0,409,825,GasA,Gd,Y,SBrkr,1097,896,0,1993,0,0,2,1,4,1,TA,8,Typ,1,Gd,Attchd,1971,RFn,2,495,TA,TA,Y,0,66,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal,190000 +154,20,RL,NA,13500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,7,1960,1975,Flat,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,BLQ,429,ALQ,1080,93,1602,GasA,Gd,Y,SBrkr,1252,0,0,1252,1,0,1,0,1,1,TA,4,Typ,1,Gd,Attchd,1960,RFn,2,564,TA,TA,Y,409,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,235000 +155,30,RM,84,11340,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,5,1923,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1200,1200,GasA,TA,Y,FuseA,1200,0,0,1200,0,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1923,Unf,1,312,Fa,Fa,Y,0,0,228,0,0,0,NA,NA,NA,0,3,2006,WD,Family,125000 +156,50,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,6,5,1924,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,572,572,Grav,Fa,N,FuseF,572,524,0,1096,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,8,128,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,79000 +157,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseF,1040,0,0,1040,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1950,Unf,2,625,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,109500 +158,60,RL,92,12003,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,BrkFace,84,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,774,774,GasA,Ex,Y,SBrkr,774,1194,0,1968,0,0,2,1,4,1,Ex,8,Typ,1,Gd,BuiltIn,2009,Fin,3,680,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,5,2010,New,Partial,269500 +159,60,FV,100,12552,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,222,Unf,0,769,991,GasA,Ex,Y,SBrkr,991,956,0,1947,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2004,RFn,2,678,TA,TA,Y,0,136,0,0,0,0,NA,GdWo,NA,0,5,2010,WD,Normal,254900 +160,60,RL,134,19378,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,456,Gd,TA,PConc,Gd,TA,Mn,GLQ,57,Unf,0,1335,1392,GasA,Ex,Y,SBrkr,1392,1070,0,2462,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,2006,RFn,2,576,TA,TA,Y,239,132,0,168,0,0,NA,NA,NA,0,3,2006,New,Partial,320000 +161,20,RL,NA,11120,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,1Fam,1Story,6,6,1984,1984,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,No,BLQ,660,Unf,0,572,1232,GasA,TA,Y,SBrkr,1232,0,0,1232,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1984,Unf,2,516,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,162500 +162,60,RL,110,13688,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,664,Gd,TA,PConc,Ex,TA,Av,GLQ,1016,Unf,0,556,1572,GasA,Ex,Y,SBrkr,1572,1096,0,2668,1,0,2,1,3,1,Ex,10,Typ,2,Gd,BuiltIn,2003,Fin,3,726,TA,TA,Y,400,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,412500 +163,20,RL,95,12182,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,226,Gd,TA,PConc,Gd,TA,Mn,BLQ,1201,Unf,0,340,1541,GasA,Ex,Y,SBrkr,1541,0,0,1541,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,RFn,2,532,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,5,2010,New,Partial,220000 +164,45,RL,55,5500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Unf,4,6,1956,1956,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,882,882,GasA,Ex,Y,SBrkr,882,0,0,882,0,0,1,0,1,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal,103200 +165,40,RM,40,5400,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,7,1926,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,Mn,LwQ,370,Unf,0,779,1149,GasA,Gd,Y,FuseA,1149,467,0,1616,0,0,2,0,3,1,Gd,5,Typ,0,NA,Detchd,1926,Unf,1,216,TA,TA,Y,0,0,183,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,152000 +166,190,RL,62,10106,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1.5Fin,5,7,1940,1999,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,ALQ,351,Rec,181,112,644,GasA,Gd,Y,SBrkr,808,547,0,1355,1,0,2,0,4,2,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,140,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,127500 +167,20,RL,NA,10708,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,5,5,1955,1993,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,No,LwQ,379,BLQ,768,470,1617,GasA,Ex,Y,FuseA,1867,0,0,1867,1,0,1,0,2,1,TA,7,Typ,3,Gd,Attchd,1955,Fin,1,303,TA,TA,Y,476,0,0,0,142,0,NA,GdWo,NA,0,11,2009,COD,Normal,190000 +168,60,RL,86,10562,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,300,Gd,TA,PConc,Ex,TA,No,GLQ,1288,Unf,0,294,1582,GasA,Ex,Y,SBrkr,1610,551,0,2161,1,0,1,1,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,789,TA,TA,Y,178,120,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,325624 +169,60,RL,62,8244,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,880,0,1720,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,440,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,183500 +170,20,RL,NA,16669,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,6,1981,1981,Hip,WdShake,Plywood,Plywood,BrkFace,653,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1686,1686,GasA,TA,Y,SBrkr,1707,0,0,1707,0,0,2,1,2,1,TA,6,Typ,1,TA,Attchd,1981,RFn,2,511,TA,TA,Y,574,64,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,228000 +171,50,RM,NA,12358,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,360,Unf,0,360,720,GasA,TA,Y,SBrkr,854,0,528,1382,0,0,1,1,2,1,TA,7,Typ,0,NA,Detchd,1991,Unf,2,660,TA,TA,Y,237,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,128500 +172,20,RL,141,31770,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,BrkFace,Plywood,Stone,112,TA,TA,CBlock,TA,Gd,Gd,BLQ,639,Unf,0,441,1080,GasA,Fa,Y,SBrkr,1656,0,0,1656,1,0,1,0,3,1,TA,7,Typ,2,Gd,Attchd,1960,Fin,2,528,TA,TA,P,210,62,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,215000 +173,160,RL,44,5306,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,2Story,7,7,1987,1987,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,495,Rec,215,354,1064,GasA,Gd,Y,SBrkr,1064,703,0,1767,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1987,RFn,2,504,Gd,TA,Y,441,35,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,239000 +174,20,RL,80,10197,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1961,1961,Gable,CompShg,WdShing,Wd Shng,BrkCmn,491,TA,TA,CBlock,TA,TA,No,ALQ,288,Rec,374,700,1362,GasA,TA,Y,SBrkr,1362,0,0,1362,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1961,Unf,2,504,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,6,2008,COD,Normal,163000 +175,20,RL,47,12416,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1986,1986,Gable,CompShg,VinylSd,Plywood,Stone,132,TA,TA,CBlock,Gd,Fa,No,ALQ,1398,LwQ,208,0,1606,GasA,TA,Y,SBrkr,1651,0,0,1651,1,0,2,0,3,1,TA,7,Min2,1,TA,Attchd,1986,Fin,2,616,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,184000 +176,20,RL,84,12615,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,7,1950,2001,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,Gd,Av,ALQ,477,Unf,0,725,1202,GasA,TA,Y,SBrkr,2158,0,0,2158,1,0,2,0,4,1,Gd,7,Typ,1,Gd,Attchd,1950,Unf,2,576,TA,TA,Y,0,29,39,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,243000 +177,60,RL,97,10029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,2Story,6,5,1988,1989,Gable,CompShg,Plywood,Plywood,BrkFace,268,Gd,TA,PConc,Gd,TA,No,GLQ,831,Unf,0,320,1151,GasA,TA,Y,SBrkr,1164,896,0,2060,0,1,2,1,4,1,TA,8,Typ,1,TA,Attchd,1988,Unf,2,521,TA,TA,Y,0,228,0,0,192,0,NA,NA,NA,0,9,2007,WD,Normal,211000 +178,50,RL,NA,13650,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,CBlock,TA,TA,No,ALQ,57,BLQ,441,554,1052,GasA,Ex,Y,SBrkr,1252,668,0,1920,1,0,2,0,4,1,Gd,8,Typ,1,Gd,Attchd,1958,Unf,2,451,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,172500 +179,20,RL,63,17423,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,748,Ex,TA,PConc,Ex,TA,No,GLQ,1904,Unf,0,312,2216,GasA,Ex,Y,SBrkr,2234,0,0,2234,1,0,2,0,1,1,Ex,9,Typ,1,Gd,Attchd,2009,Fin,3,1166,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,501837 +180,30,RM,60,8520,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1923,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,968,968,GasA,TA,Y,SBrkr,968,0,0,968,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1935,Unf,2,480,Fa,TA,N,0,0,184,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,100000 +181,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,GLQ,436,Unf,0,320,756,GasA,Ex,Y,SBrkr,769,756,0,1525,0,0,2,1,3,1,Gd,5,Typ,1,TA,Detchd,2000,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,177000 +182,70,RL,54,7588,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,6,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,Fa,TA,No,LwQ,352,Unf,0,441,793,GasA,Gd,Y,SBrkr,901,901,0,1802,0,0,1,1,4,1,TA,9,Typ,1,Gd,Detchd,1920,Unf,1,216,Fa,TA,Y,0,0,40,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,200100 +183,20,RL,60,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1Story,5,6,1957,2006,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,98,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1340,0,0,1340,0,0,1,0,3,1,TA,7,Typ,1,Gd,Attchd,1957,RFn,1,252,TA,TA,Y,116,0,0,180,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,120000 +184,50,RM,63,11426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1362,1362,GasA,Ex,Y,SBrkr,1362,720,0,2082,0,0,2,1,3,1,Gd,6,Mod,0,NA,Detchd,2003,Unf,2,484,TA,TA,N,280,238,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,200000 +185,50,RL,92,7438,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Feedr,1Fam,1.5Fin,5,8,1908,1991,Gable,CompShg,AsbShng,Plywood,None,0,TA,TA,PConc,Fa,TA,No,Unf,0,Unf,0,504,504,GasA,Gd,Y,SBrkr,936,316,0,1252,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1986,Unf,2,576,TA,TA,Y,104,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,127000 +186,75,RM,90,22950,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2.5Fin,10,9,1892,1993,Gable,WdShngl,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,Mn,Unf,0,Unf,0,1107,1107,GasA,Ex,Y,SBrkr,1518,1518,572,3608,0,0,2,1,4,1,Ex,12,Typ,2,TA,Detchd,1993,Unf,3,840,Ex,TA,Y,0,260,0,0,410,0,NA,GdPrv,NA,0,6,2006,WD,Normal,475000 +187,80,RL,NA,9947,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,7,5,1990,1991,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,611,Unf,0,577,1188,GasA,Ex,Y,SBrkr,1217,0,0,1217,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1990,Unf,2,497,TA,TA,Y,168,27,0,0,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal,173000 +188,50,RL,60,10410,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1916,1987,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,808,704,144,1656,0,0,2,1,3,1,TA,8,Min2,0,NA,Detchd,1916,Unf,1,180,Fa,Fa,N,0,0,0,140,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,135000 +189,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,SFoyer,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,Stone,275,TA,TA,CBlock,Gd,TA,Av,GLQ,1086,Unf,0,0,1086,GasA,TA,Y,SBrkr,1224,0,0,1224,2,0,0,2,2,2,TA,6,Typ,2,TA,Detchd,1979,Unf,2,528,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,153337 +190,120,RL,41,4923,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2001,2002,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,1153,Unf,0,440,1593,GasA,Ex,Y,SBrkr,1593,0,0,1593,1,0,1,1,0,1,Ex,5,Typ,1,Gd,Attchd,2001,Fin,2,682,TA,TA,Y,0,120,0,0,224,0,NA,NA,NA,0,8,2008,WD,Normal,286000 +191,70,RL,70,10570,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,8,1932,1994,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,Gd,No,Rec,297,Unf,0,556,853,GasA,TA,Y,SBrkr,1549,1178,0,2727,0,0,2,1,3,1,Gd,10,Maj1,2,TA,Detchd,1932,Unf,2,440,TA,TA,Y,0,74,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,315000 +192,60,RL,NA,7472,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,9,1972,2004,Gable,CompShg,HdBoard,HdBoard,BrkFace,138,TA,TA,CBlock,TA,TA,No,ALQ,626,Unf,0,99,725,GasA,Gd,Y,SBrkr,725,754,0,1479,1,0,1,1,4,1,Gd,7,Typ,0,NA,Attchd,1972,Fin,2,484,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,184000 +193,20,RL,68,9017,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,560,Unf,0,871,1431,GasA,Ex,Y,SBrkr,1431,0,0,1431,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,Fin,2,666,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,192000 +194,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,130000 +195,20,RL,60,7180,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,390,Unf,0,474,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1989,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,127000 +196,160,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,566,Unf,0,289,855,GasA,TA,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,Unf,2,440,TA,TA,Y,87,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,148500 +197,20,RL,79,9416,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,Stone,205,Ex,TA,PConc,Ex,TA,No,GLQ,1126,Unf,0,600,1726,GasA,Ex,Y,SBrkr,1726,0,0,1726,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,786,TA,TA,Y,171,138,0,0,266,0,NA,NA,NA,0,9,2007,New,Partial,311872 +198,75,RL,174,25419,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,2Story,8,4,1918,1990,Gable,CompShg,Stucco,Stucco,None,0,Gd,Gd,PConc,TA,TA,No,GLQ,1036,LwQ,184,140,1360,GasA,Gd,Y,SBrkr,1360,1360,392,3112,1,1,2,0,4,1,Gd,8,Typ,1,Ex,Detchd,1918,Unf,2,795,TA,TA,Y,0,16,552,0,0,512,Ex,GdPrv,NA,0,3,2006,WD,Abnorml,235000 +199,75,RM,92,5520,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Fin,6,6,1912,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,755,755,GasA,Ex,Y,SBrkr,929,929,371,2229,0,0,1,0,5,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,198,30,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Abnorml,104000 +200,20,RL,76,9591,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,262,Gd,TA,PConc,Ex,TA,Av,GLQ,1088,Unf,0,625,1713,GasA,Ex,Y,SBrkr,1713,0,0,1713,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2004,Fin,3,856,TA,TA,Y,0,26,0,0,170,0,NA,NA,NA,0,1,2009,WD,Normal,274900 +201,20,RM,80,8546,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1121,1121,GasA,Ex,Y,SBrkr,1121,0,0,1121,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,2003,RFn,2,440,TA,TA,Y,132,64,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,140000 +202,20,RL,75,10125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,641,LwQ,279,276,1196,GasA,TA,Y,SBrkr,1279,0,0,1279,0,1,2,0,3,1,TA,6,Typ,2,Fa,Detchd,1980,Unf,2,473,TA,TA,Y,238,83,0,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal,171500 +203,50,RL,50,7000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,6,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,Fa,TA,No,LwQ,617,Unf,0,0,617,GasA,Gd,Y,SBrkr,865,445,0,1310,0,0,2,0,2,1,TA,6,Min1,0,NA,Attchd,1924,Unf,1,398,TA,TA,Y,0,0,126,0,0,0,NA,NA,NA,0,5,2006,COD,Normal,112000 +204,120,RM,NA,4438,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,205,Gd,TA,PConc,Gd,TA,Av,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,Gd,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,149000 +205,50,RM,50,3500,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1947,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,312,Unf,0,408,720,GasA,TA,Y,SBrkr,720,564,0,1284,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1948,Unf,1,240,TA,TA,Y,0,35,0,0,0,0,NA,MnWw,NA,0,4,2009,WD,Normal,110000 +206,20,RL,99,11851,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,1990,1990,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1424,1424,GasA,Ex,Y,SBrkr,1442,0,0,1442,0,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1990,RFn,2,500,TA,TA,Y,0,34,0,508,0,0,NA,NA,NA,0,5,2009,WD,Normal,180500 +207,20,RL,40,13673,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,5,1962,1962,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1140,1140,GasA,TA,Y,SBrkr,1696,0,0,1696,0,0,1,1,3,1,TA,8,Min2,1,TA,Attchd,1962,RFn,1,349,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,143900 +208,20,RL,NA,12493,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1960,1960,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,ALQ,419,Rec,306,375,1100,GasA,TA,Y,SBrkr,1100,0,0,1100,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1960,RFn,1,312,TA,TA,Y,355,0,0,0,0,0,NA,GdWo,NA,0,4,2008,WD,Normal,141000 +209,60,RL,NA,14364,Pave,NA,IR1,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,2Story,7,5,1988,1989,Gable,CompShg,Plywood,Plywood,BrkFace,128,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1065,Unf,0,92,1157,GasA,Ex,Y,SBrkr,1180,882,0,2062,1,0,2,1,3,1,TA,7,Typ,1,Gd,Attchd,1988,Fin,2,454,TA,TA,Y,60,55,0,0,154,0,NA,NA,NA,0,4,2007,WD,Normal,277000 +210,20,RL,75,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1964,1964,Hip,CompShg,HdBoard,HdBoard,Stone,260,TA,TA,CBlock,Gd,TA,No,Rec,787,Unf,0,305,1092,GasA,Ex,Y,SBrkr,1092,0,0,1092,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,504,TA,Gd,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,145000 +211,30,RL,67,5604,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1925,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,Rec,468,Unf,0,396,864,GasA,TA,N,FuseA,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,96,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,98000 +212,20,RL,83,10420,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,36,Unf,0,1176,1212,GasA,Ex,Y,SBrkr,1212,0,0,1212,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,460,TA,TA,Y,100,22,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,186000 +213,60,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,822,Unf,0,78,900,GasA,Ex,Y,SBrkr,932,920,0,1852,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2009,RFn,2,644,TA,TA,Y,168,108,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,252678 +214,20,RL,43,13568,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,716,Unf,0,274,990,GasA,Ex,Y,SBrkr,990,0,0,990,0,1,1,0,3,1,TA,5,Typ,0,NA,Attchd,1996,Unf,2,576,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,156000 +215,60,RL,NA,10900,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,7,1977,1977,Gable,CompShg,HdBoard,HdBoard,BrkFace,153,TA,TA,CBlock,Gd,TA,No,GLQ,378,Unf,0,311,689,GasA,Ex,Y,SBrkr,689,703,0,1392,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1977,Fin,1,299,TA,TA,Y,0,36,0,0,0,0,NA,MnPrv,Shed,450,3,2010,WD,Normal,161750 +216,20,RL,72,10011,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,64,TA,TA,CBlock,TA,TA,No,BLQ,360,Unf,0,710,1070,GasA,TA,Y,SBrkr,1236,0,0,1236,0,1,1,0,2,1,Gd,6,Min1,1,Fa,Attchd,1957,Unf,1,447,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal,134450 +217,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,266,Gd,TA,PConc,Gd,TA,Mn,GLQ,946,Unf,0,490,1436,GasA,Ex,Y,SBrkr,1436,0,0,1436,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,2004,Unf,2,484,TA,TA,Y,139,98,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,210000 +218,70,RM,57,9906,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,4,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,686,686,GasA,Fa,N,SBrkr,810,518,0,1328,0,0,1,0,3,1,TA,8,Typ,0,NA,Detchd,1940,Unf,1,210,TA,TA,Y,0,172,60,0,0,0,NA,NA,NA,0,9,2006,WD,Family,107000 +219,50,RL,NA,15660,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,9,1939,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,312,Gd,Gd,CBlock,TA,TA,No,BLQ,341,Unf,0,457,798,GasA,Ex,Y,SBrkr,1137,817,0,1954,0,1,1,1,3,1,Gd,8,Typ,2,TA,Attchd,1939,Unf,2,431,TA,TA,Y,0,119,150,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,311500 +220,120,RL,43,3010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1232,1248,GasA,Ex,Y,SBrkr,1248,0,0,1248,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,438,TA,TA,Y,108,0,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,167240 +221,20,RL,73,8990,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1498,1498,GasA,Ex,Y,SBrkr,1498,0,0,1498,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,RFn,2,675,TA,TA,Y,351,33,0,0,0,0,NA,NA,NA,0,4,2006,New,Partial,204900 +222,60,RL,NA,8068,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1010,1010,GasA,Ex,Y,SBrkr,1010,1257,0,2267,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2002,RFn,2,390,TA,TA,Y,120,46,0,0,0,0,NA,NA,NA,0,12,2009,ConLI,Normal,200000 +223,60,RL,85,11475,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,6,6,1975,1975,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,550,Unf,0,163,713,GasA,TA,Y,SBrkr,811,741,0,1552,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1975,RFn,2,434,TA,TA,Y,209,208,0,0,0,0,NA,MnPrv,NA,0,2,2006,WD,Normal,179900 +224,20,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,524,LwQ,180,160,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1989,Unf,2,576,TA,TA,Y,216,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Abnorml,97000 +225,20,RL,103,13472,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,922,Ex,TA,PConc,Ex,TA,Gd,GLQ,56,Unf,0,2336,2392,GasA,Ex,Y,SBrkr,2392,0,0,2392,0,0,2,0,3,1,Ex,8,Typ,1,Ex,Attchd,2003,Fin,3,968,TA,TA,Y,248,105,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,386250 +226,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,5,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,142,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,630,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1991,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,COD,Abnorml,112000 +227,60,RL,82,9950,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,290,Gd,TA,PConc,Gd,TA,No,GLQ,565,Unf,0,638,1203,GasA,Ex,Y,SBrkr,1214,1306,0,2520,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1995,RFn,3,721,TA,TA,Y,224,114,0,0,0,0,NA,NA,NA,0,6,2007,WD,Abnorml,290000 +228,160,RM,21,1869,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,6,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,127,TA,TA,CBlock,TA,TA,No,Rec,321,Unf,0,162,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1987,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,106000 +229,20,RL,70,8521,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,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,1974,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,125000 +230,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1357,1373,GasA,Ex,Y,SBrkr,1555,0,0,1555,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2005,Fin,2,430,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,192500 +231,20,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,MetalSd,MetalSd,BrkFace,220,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1194,1194,GasA,TA,Y,SBrkr,1194,0,0,1194,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,312,TA,TA,Y,0,0,120,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,148000 +232,60,RL,174,15138,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,506,Gd,TA,PConc,Gd,TA,No,GLQ,689,Unf,0,773,1462,GasA,Ex,Y,SBrkr,1490,1304,0,2794,1,0,2,1,4,1,Ex,9,Typ,1,TA,Attchd,1995,Fin,3,810,TA,TA,Y,0,146,202,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,403000 +233,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,297,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,483,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,1,Po,Attchd,1972,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,94500 +234,20,RL,75,10650,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,Gd,Av,LwQ,182,ALQ,712,0,894,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1976,Unf,1,308,TA,TA,Y,365,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,128200 +235,60,RL,NA,7851,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,625,Unf,0,235,860,GasA,Ex,Y,SBrkr,860,1100,0,1960,1,0,2,1,4,1,Gd,8,Typ,2,TA,BuiltIn,2002,Fin,2,440,TA,TA,Y,288,48,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,216500 +236,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,6,3,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,604,TA,TA,CBlock,TA,TA,No,ALQ,358,Unf,0,125,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,89500 +237,20,RL,65,8773,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,98,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1390,1414,GasA,Ex,Y,SBrkr,1414,0,0,1414,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,494,TA,TA,Y,132,105,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,185500 +238,60,RL,NA,9453,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,RRNe,Norm,1Fam,2Story,7,7,1993,2003,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,BLQ,402,Unf,0,594,996,GasA,Ex,Y,SBrkr,1014,730,0,1744,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,457,TA,TA,Y,370,70,0,238,0,0,NA,NA,NA,0,2,2010,WD,Normal,194500 +239,20,RL,93,12030,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,254,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1694,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,3,818,TA,TA,Y,168,228,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,318000 +240,50,RL,52,8741,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,4,1945,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,94,Unf,0,641,735,GasA,TA,Y,FuseA,798,689,0,1487,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1949,Unf,1,220,TA,TA,Y,0,140,0,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,113000 +241,20,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,36,Gd,TA,PConc,Gd,TA,Av,GLQ,1078,Unf,0,488,1566,GasA,Ex,Y,SBrkr,1566,0,0,1566,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,2,750,TA,TA,Y,144,168,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,262500 +242,30,RM,40,3880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,9,1945,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,329,Unf,0,357,686,GasA,Gd,Y,SBrkr,866,0,0,866,0,0,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,58,42,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,110500 +243,50,RM,63,5000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,4,1900,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,540,540,GasA,Gd,N,FuseA,889,551,0,1440,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1940,Unf,1,352,Fa,TA,Y,0,0,77,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,79000 +244,160,RL,75,10762,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,TwnhsE,2Story,6,6,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,626,626,GasA,TA,Y,SBrkr,626,591,0,1217,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1980,RFn,1,288,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,120000 +245,60,RL,NA,8880,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1994,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,695,Unf,0,253,948,GasA,Ex,Y,SBrkr,1222,888,0,2110,1,0,2,1,3,1,Gd,8,Typ,2,Fa,Attchd,1994,RFn,2,463,TA,TA,Y,0,130,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,205000 +246,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1988,1988,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,102,TA,TA,CBlock,Gd,TA,Av,GLQ,929,Unf,0,916,1845,GasA,Gd,Y,SBrkr,1872,0,0,1872,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1988,Fin,2,604,TA,TA,Y,197,39,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,241500 +247,190,RM,69,9142,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,6,8,1910,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Fa,Stone,Fa,TA,No,Unf,0,Unf,0,1020,1020,GasA,Gd,N,FuseP,908,1020,0,1928,0,0,2,0,4,2,Fa,9,Typ,0,NA,Detchd,1910,Unf,1,440,Po,Po,Y,0,60,112,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,137000 +248,20,RL,75,11310,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1954,1954,Hip,CompShg,Wd Sdng,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1367,1367,GasA,Ex,Y,SBrkr,1375,0,0,1375,0,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1954,Unf,2,451,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,140000 +249,60,RL,72,11317,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,101,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,828,0,1668,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,500,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,180000 +250,50,RL,NA,159000,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1.5Fin,6,7,1958,2006,Gable,CompShg,Wd Sdng,HdBoard,BrkCmn,472,Gd,TA,CBlock,Gd,TA,Gd,Rec,697,Unf,0,747,1444,GasA,Gd,Y,SBrkr,1444,700,0,2144,0,1,2,0,4,1,Gd,7,Typ,2,TA,Attchd,1958,Fin,2,389,TA,TA,Y,0,98,0,0,0,0,NA,NA,Shed,500,6,2007,WD,Normal,277000 +251,30,RL,55,5350,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,3,2,1940,1966,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,Po,CBlock,TA,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,1306,0,0,1306,0,0,1,0,3,1,Fa,6,Mod,0,NA,NA,NA,NA,0,0,NA,NA,Y,263,0,0,0,0,0,NA,GdWo,Shed,450,5,2010,WD,Normal,76500 +252,120,RM,44,4750,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,481,Gd,TA,PConc,Gd,TA,Gd,GLQ,1573,Unf,0,0,1573,GasA,Ex,Y,SBrkr,1625,0,0,1625,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,Fin,2,538,TA,TA,Y,123,0,0,0,153,0,NA,NA,NA,0,12,2007,WD,Family,235000 +253,60,RL,65,8366,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,798,798,GasA,Ex,Y,SBrkr,798,842,0,1640,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,520,TA,TA,Y,138,45,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,173000 +254,80,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,7,1964,1991,Hip,CompShg,HdBoard,HdBoard,BrkFace,108,TA,TA,CBlock,Gd,TA,Gd,LwQ,270,ALQ,580,452,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,0,1,2,0,3,1,Gd,7,Min1,0,NA,Attchd,1964,RFn,1,309,TA,TA,Y,333,0,0,0,0,0,NA,MnPrv,NA,0,10,2007,CWD,Normal,158000 +255,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1957,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,922,Unf,0,392,1314,GasA,TA,Y,SBrkr,1314,0,0,1314,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1957,RFn,1,294,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,145000 +256,60,RL,66,8738,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,302,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,975,975,GasA,Ex,Y,SBrkr,1005,1286,0,2291,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1999,Fin,2,429,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,230000 +257,60,FV,64,8791,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Rec,503,Unf,0,361,864,GasA,Ex,Y,SBrkr,864,864,0,1728,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,673,TA,TA,Y,216,56,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,207500 +258,20,RL,68,8814,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,180,Gd,TA,PConc,Gd,TA,No,GLQ,1334,Unf,0,270,1604,GasA,Ex,Y,SBrkr,1604,0,0,1604,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,660,TA,TA,Y,123,110,0,0,0,0,NA,NA,NA,0,3,2009,WD,Abnorml,220000 +259,60,RL,80,12435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,172,Gd,TA,PConc,Gd,TA,No,GLQ,361,Unf,0,602,963,GasA,Ex,Y,SBrkr,963,829,0,1792,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2001,RFn,2,564,TA,TA,Y,0,96,0,245,0,0,NA,NA,NA,0,5,2008,WD,Normal,231500 +260,20,RM,70,12702,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,5,1956,1956,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,FuseA,882,0,0,882,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1956,Unf,1,308,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,97000 +261,80,RL,120,19296,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,SLvl,6,5,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,399,TA,TA,CBlock,TA,TA,Gd,Rec,672,ALQ,690,0,1362,GasA,TA,Y,SBrkr,1382,0,0,1382,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1991,Unf,2,884,TA,TA,Y,0,0,252,0,0,0,NA,GdWo,NA,0,5,2009,WD,Normal,176000 +262,60,RL,69,9588,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,Stone,270,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1482,1482,GasA,Ex,Y,SBrkr,1482,1092,0,2574,0,0,2,1,3,1,Ex,10,Typ,1,Gd,BuiltIn,2007,Fin,3,868,TA,TA,Y,0,148,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,276000 +263,80,RL,88,8471,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,7,1977,1995,Gable,CompShg,HdBoard,Plywood,BrkFace,46,TA,TA,CBlock,Gd,Gd,Av,ALQ,506,Unf,0,0,506,GasA,TA,Y,SBrkr,1212,0,0,1212,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1978,Unf,2,492,TA,TA,Y,292,12,0,0,0,0,NA,GdWo,NA,0,7,2006,WD,Normal,151000 +264,50,RM,50,5500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1929,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,234,ALQ,692,0,926,GasA,TA,Y,SBrkr,926,0,390,1316,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1974,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,130000 +265,30,RM,30,5232,Pave,Grvl,IR3,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,5,1925,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,680,680,GasA,Gd,N,FuseP,764,0,0,764,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1965,Unf,2,504,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,73000 +266,20,RL,78,12090,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1981,1981,Gable,CompShg,MetalSd,MetalSd,BrkFace,210,TA,Gd,CBlock,Gd,TA,No,GLQ,588,LwQ,228,606,1422,GasA,TA,Y,SBrkr,1422,0,0,1422,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1981,Fin,2,576,TA,TA,Y,276,0,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,175500 +267,60,RL,70,11207,Pave,NA,IR1,HLS,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,714,Unf,0,88,802,GasA,Gd,Y,SBrkr,802,709,0,1511,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1997,Fin,2,413,TA,TA,Y,95,75,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,185000 +268,75,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,SWISU,Norm,Norm,1Fam,2.5Fin,5,8,1939,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,LwQ,378,Unf,0,342,720,GasA,Ex,Y,SBrkr,1052,720,420,2192,0,0,2,1,4,1,Gd,8,Typ,1,Gd,Detchd,1939,Unf,1,240,TA,TA,Y,262,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,179500 +269,30,RM,71,6900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,6,1940,1955,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,403,Rec,125,212,740,GasA,Ex,Y,SBrkr,778,0,0,778,0,0,1,0,2,1,TA,4,Typ,1,Gd,Detchd,1966,Fin,1,924,Ex,Ex,Y,0,25,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,120500 +270,20,RL,NA,7917,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,7,1976,1976,Hip,CompShg,HdBoard,HdBoard,BrkFace,174,TA,Gd,CBlock,TA,Gd,No,BLQ,751,Unf,0,392,1143,GasA,TA,Y,SBrkr,1113,0,0,1113,1,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1987,RFn,1,504,TA,Gd,Y,370,30,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal,148000 +271,60,FV,84,10728,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1095,1095,GasA,Gd,Y,SBrkr,1095,844,0,1939,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,1053,TA,TA,Y,192,51,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,266000 +272,20,RL,73,39104,Pave,NA,IR1,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,7,1954,2005,Flat,Membran,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,LwQ,226,GLQ,1063,96,1385,GasA,Ex,Y,SBrkr,1363,0,0,1363,1,0,1,0,2,1,TA,5,Mod,2,TA,Attchd,1954,Unf,2,439,TA,TA,Y,81,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,241500 +273,60,RL,92,11764,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1999,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,348,Gd,TA,PConc,Gd,TA,No,GLQ,524,Unf,0,628,1152,GasA,Ex,Y,SBrkr,1164,1106,0,2270,0,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1999,Fin,3,671,TA,TA,Y,132,57,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,290000 +274,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1958,1988,Hip,CompShg,Wd Sdng,Wd Sdng,BrkCmn,183,TA,TA,CBlock,TA,TA,No,Rec,620,LwQ,620,0,1240,GasA,Gd,Y,SBrkr,1632,0,0,1632,1,0,2,0,3,1,TA,6,Min1,1,Gd,Attchd,1958,RFn,1,338,TA,TA,Y,289,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,139000 +275,20,RL,76,8314,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1982,1982,Gable,CompShg,HdBoard,ImStucc,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,546,Unf,0,270,816,GasA,TA,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1982,Unf,1,264,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,124500 +276,50,RL,55,7264,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,7,7,1925,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,952,952,GasW,Gd,N,SBrkr,952,596,0,1548,0,0,2,1,3,1,Ex,5,Typ,0,NA,Detchd,1978,Unf,2,672,TA,TA,Y,74,0,0,0,144,0,NA,NA,NA,0,10,2009,WD,Normal,205000 +277,20,RL,129,9196,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1560,1560,GasA,Ex,Y,SBrkr,1560,0,0,1560,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,Fin,2,573,TA,TA,Y,100,150,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,201000 +278,20,RL,140,19138,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,4,5,1951,1951,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,120,Unf,0,744,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1951,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,141000 +279,20,RL,107,14450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2007,Gable,CompShg,CemntBd,CmentBd,BrkFace,315,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,2121,2121,GasA,Ex,Y,SBrkr,2121,0,0,2121,0,0,2,1,3,1,Ex,8,Typ,1,Ex,Attchd,2007,Fin,3,732,TA,TA,Y,124,98,0,0,142,0,NA,NA,NA,0,5,2007,New,Partial,415298 +280,60,RL,83,10005,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,7,5,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,299,TA,TA,CBlock,Gd,TA,No,BLQ,392,Unf,0,768,1160,GasA,Ex,Y,SBrkr,1156,866,0,2022,0,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1977,Fin,2,505,TA,TA,Y,288,117,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,192000 +281,60,RL,82,11287,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,6,1989,1989,Gable,CompShg,Plywood,Plywood,BrkFace,340,Gd,TA,CBlock,Gd,TA,Av,GLQ,421,Unf,0,386,807,GasA,Gd,Y,SBrkr,1175,807,0,1982,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1989,Fin,2,575,TA,TA,Y,0,84,0,196,0,0,NA,NA,NA,0,1,2007,WD,Normal,228500 +282,20,FV,60,7200,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,68,Gd,TA,PConc,Gd,TA,No,GLQ,905,Unf,0,357,1262,GasA,Gd,Y,SBrkr,1262,0,0,1262,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,Fin,2,572,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,185000 +283,120,RL,34,5063,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,166,Gd,TA,PConc,Gd,TA,No,GLQ,904,Unf,0,410,1314,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,626,TA,TA,Y,172,62,0,0,0,0,NA,NA,NA,0,4,2009,ConLw,Normal,207500 +284,20,RL,74,9612,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2008,2009,Gable,CompShg,VinylSd,VinylSd,Stone,72,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1468,1468,GasA,Ex,Y,SBrkr,1468,0,0,1468,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2008,Fin,3,898,TA,TA,Y,210,150,0,0,0,0,NA,NA,NA,0,12,2009,New,Partial,244600 +285,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1992,1992,Gable,CompShg,Plywood,ImStucc,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,430,Unf,0,1145,1575,GasA,Gd,Y,SBrkr,1575,0,0,1575,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1992,RFn,2,529,TA,TA,Y,0,0,52,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,179200 +286,160,FV,35,4251,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2006,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,625,625,GasA,Ex,Y,SBrkr,625,625,0,1250,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2006,RFn,2,528,TA,TA,Y,0,54,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,164700 +287,50,RL,77,9786,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,7,1962,1981,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,600,Unf,0,312,912,GasA,TA,Y,SBrkr,1085,649,0,1734,0,0,1,1,3,1,Gd,7,Typ,1,Gd,Attchd,1962,RFn,2,440,TA,TA,Y,0,0,0,0,128,0,NA,GdPrv,NA,0,6,2006,WD,Normal,159000 +288,20,RL,NA,8125,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,4,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,614,Unf,0,244,858,GasA,TA,Y,SBrkr,858,0,0,858,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,88000 +289,20,RL,NA,9819,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,31,TA,Gd,CBlock,TA,TA,No,BLQ,450,Unf,0,432,882,GasA,TA,Y,SBrkr,900,0,0,900,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1970,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,122000 +290,70,RL,60,8730,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,2Story,6,7,1915,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,698,698,GasA,Ex,Y,FuseA,698,698,0,1396,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,2003,Unf,1,384,TA,TA,Y,0,0,0,0,259,0,NA,NA,NA,0,7,2007,WD,Normal,153575 +291,60,RL,120,15611,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1079,1079,GasA,Ex,Y,SBrkr,1079,840,0,1919,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,685,Gd,TA,Y,0,51,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,233230 +292,190,RL,55,5687,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,2fmCon,2Story,5,6,1912,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Fa,PConc,TA,Fa,No,Rec,210,Unf,0,570,780,GasA,Ex,N,SBrkr,936,780,0,1716,1,0,2,0,6,1,Fa,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,184,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,135900 +293,50,RL,60,11409,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,4,1949,2008,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,292,Unf,0,476,768,GasA,Gd,Y,SBrkr,1148,568,0,1716,0,0,1,1,3,1,TA,8,Min2,1,Gd,Attchd,1949,Unf,1,281,TA,TA,Y,0,0,0,0,160,0,NA,NA,NA,0,1,2009,WD,Normal,131000 +294,60,RL,NA,16659,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,7,1977,1994,Gable,CompShg,Plywood,Plywood,BrkFace,34,TA,TA,CBlock,TA,TA,No,ALQ,795,Unf,0,0,795,GasA,Fa,Y,SBrkr,1468,795,0,2263,1,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1977,Fin,2,539,TA,TA,Y,0,250,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,235000 +295,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,HdBoard,HdBoard,Stone,238,TA,TA,CBlock,TA,TA,No,GLQ,1285,Unf,0,131,1416,GasA,TA,Y,SBrkr,1644,0,0,1644,1,0,1,0,3,1,TA,7,Typ,2,Gd,Attchd,1953,Fin,2,418,TA,TA,Y,110,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,167000 +296,80,RL,37,7937,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,GLQ,819,Unf,0,184,1003,GasA,TA,Y,SBrkr,1003,0,0,1003,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1984,Unf,2,588,TA,TA,Y,120,0,0,0,0,0,NA,GdPrv,NA,0,3,2006,WD,Normal,142500 +297,50,RM,75,13710,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,5,1950,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,420,Unf,0,490,910,GasA,TA,Y,FuseA,910,648,0,1558,0,0,1,1,4,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,282,TA,TA,Y,289,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,152000 +298,60,FV,66,7399,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,1997,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,1600,Gd,TA,PConc,Gd,TA,No,BLQ,649,Unf,0,326,975,GasA,Ex,Y,SBrkr,975,975,0,1950,0,0,2,1,3,1,Gd,7,Typ,1,TA,Detchd,1997,RFn,2,576,TA,TA,Y,0,10,0,0,198,0,NA,NA,NA,0,6,2007,WD,Normal,239000 +299,60,RL,90,11700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Mansard,CompShg,HdBoard,AsphShn,BrkFace,365,Gd,TA,CBlock,TA,TA,No,ALQ,384,Rec,175,143,702,GasA,Gd,Y,SBrkr,1041,702,0,1743,0,1,1,2,3,1,TA,7,Typ,1,Gd,Attchd,1968,Unf,2,539,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,175000 +300,20,RL,80,14000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,8,1950,2004,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1092,1092,GasA,Ex,Y,SBrkr,1152,0,0,1152,0,1,1,0,3,1,Gd,6,Typ,1,Gd,Attchd,1950,Unf,1,300,TA,TA,Y,0,36,0,0,0,0,NA,GdPrv,NA,0,8,2009,WD,Family,158500 +301,190,RL,90,15750,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,2fmCon,1Story,5,5,1953,1953,Hip,CompShg,MetalSd,MetalSd,BrkFace,56,TA,TA,CBlock,TA,TA,Mn,BLQ,841,Unf,0,324,1165,GasA,TA,Y,SBrkr,1336,0,0,1336,1,0,1,0,2,1,TA,5,Typ,2,Gd,Attchd,1953,Unf,1,375,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,157000 +302,60,RL,66,16226,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,281,Unf,0,747,1028,GasA,Ex,Y,SBrkr,1210,1242,0,2452,0,0,2,1,4,1,Gd,9,Typ,1,TA,BuiltIn,1998,Fin,2,683,TA,TA,Y,208,50,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,267000 +303,20,RL,118,13704,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,150,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1541,1541,GasA,Ex,Y,SBrkr,1541,0,0,1541,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,3,843,TA,TA,Y,468,81,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,205000 +304,20,RL,70,9800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,ALQ,894,Unf,0,0,894,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1975,Unf,2,552,TA,TA,Y,256,0,0,0,0,0,NA,GdWo,NA,0,7,2006,WD,Abnorml,149900 +305,75,RM,87,18386,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Fin,7,9,1880,2002,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1470,1470,GasA,Ex,Y,SBrkr,1675,1818,0,3493,0,0,3,0,3,1,Gd,10,Typ,1,Ex,Attchd,2003,Unf,3,870,TA,TA,Y,302,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,295000 +306,20,RL,80,10386,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,CemntBd,CmentBd,Stone,246,Gd,TA,PConc,Gd,TA,No,GLQ,1464,Unf,0,536,2000,GasA,Ex,Y,SBrkr,2000,0,0,2000,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,2004,Fin,3,888,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,305900 +307,60,RL,116,13474,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,2Story,7,5,1990,1991,Gable,CompShg,HdBoard,Plywood,BrkFace,246,Gd,TA,CBlock,Gd,TA,No,ALQ,700,Unf,0,0,700,GasA,Gd,Y,SBrkr,1122,1121,0,2243,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1990,RFn,3,746,TA,TA,Y,127,44,224,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,225000 +308,50,RM,NA,7920,Pave,Grvl,IR1,Lvl,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,6,7,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,319,319,GasA,TA,Y,FuseA,1035,371,0,1406,0,0,1,0,3,1,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,144,0,0,0,0,NA,MnPrv,NA,0,3,2008,WD,Normal,89500 +309,30,RL,NA,12342,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1940,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,262,Unf,0,599,861,GasA,Ex,Y,SBrkr,861,0,0,861,0,0,1,0,1,1,TA,4,Typ,0,NA,Detchd,1961,Unf,2,539,TA,TA,Y,158,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,82500 +310,20,RL,90,12378,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Gd,GLQ,1274,Unf,0,622,1896,GasA,Ex,Y,SBrkr,1944,0,0,1944,1,0,2,0,3,1,Ex,8,Typ,3,Ex,Attchd,2003,Fin,3,708,TA,TA,Y,208,175,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,360000 +311,60,RL,NA,7685,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,112,TA,TA,PConc,Gd,TA,No,ALQ,518,Unf,0,179,697,GasA,Gd,Y,SBrkr,697,804,0,1501,0,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1993,Fin,2,420,TA,TA,Y,190,63,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,165600 +312,20,RL,50,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1948,2002,Gable,CompShg,VinylSd,VinylSd,None,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,1948,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,132000 +313,190,RM,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,2fmCon,1.5Fin,5,7,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Mn,Rec,507,Unf,0,286,793,GasA,TA,Y,SBrkr,793,325,0,1118,1,0,1,0,3,1,TA,5,Typ,1,Gd,Detchd,1939,Unf,2,410,TA,TA,Y,0,0,0,0,271,0,NA,MnPrv,NA,0,5,2006,WD,Normal,119900 +314,20,RL,150,215245,Pave,NA,IR3,Low,AllPub,Inside,Sev,Timber,Norm,Norm,1Fam,1Story,7,5,1965,1965,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1236,Rec,820,80,2136,GasW,TA,Y,SBrkr,2036,0,0,2036,2,0,2,0,3,1,TA,8,Typ,2,Gd,Attchd,1965,RFn,2,513,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,375000 +315,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1925,1990,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Gd,No,LwQ,16,Unf,0,712,728,GasA,Ex,Y,SBrkr,832,809,0,1641,0,1,1,1,3,1,Ex,6,Typ,1,Gd,Detchd,1925,Unf,2,546,Fa,TA,Y,0,0,234,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,178000 +316,60,RL,71,7795,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,425,Unf,0,291,716,GasA,Ex,Y,SBrkr,716,716,0,1432,1,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,432,TA,TA,Y,100,51,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,188500 +317,60,RL,94,13005,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1980,1980,Gable,CompShg,CemntBd,CmentBd,BrkFace,278,Gd,TA,CBlock,Gd,TA,No,GLQ,692,Unf,0,153,845,GasA,TA,Y,SBrkr,1153,1200,0,2353,1,0,2,1,4,1,Ex,10,Typ,1,TA,Attchd,1983,RFn,2,484,TA,TA,Y,288,195,0,0,0,0,NA,GdPrv,NA,0,8,2009,WD,Normal,260000 +318,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1088,1088,GasA,Ex,Y,SBrkr,1088,871,0,1959,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,1025,TA,TA,Y,208,46,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,270000 +319,60,RL,90,9900,Pave,NA,Reg,Low,AllPub,Inside,Mod,NoRidge,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,256,Gd,TA,PConc,Gd,TA,Gd,GLQ,987,Unf,0,360,1347,GasA,Ex,Y,SBrkr,1372,1274,0,2646,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,3,656,TA,TA,Y,340,60,144,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,260000 +320,80,RL,NA,14115,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,5,1980,1980,Gable,CompShg,Plywood,Plywood,BrkFace,225,TA,TA,CBlock,Gd,TA,Av,GLQ,1036,Unf,0,336,1372,GasA,TA,Y,SBrkr,1472,0,0,1472,1,0,2,0,3,1,TA,6,Typ,2,TA,Attchd,1980,Unf,2,588,TA,TA,Y,233,48,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,187500 +321,60,RL,111,16259,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,370,TA,TA,PConc,Ex,Gd,Av,Unf,0,Unf,0,1249,1249,GasA,Ex,Y,SBrkr,1249,1347,0,2596,0,0,3,1,4,1,Gd,9,Typ,0,NA,Attchd,2006,RFn,3,840,TA,TA,Y,240,154,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,342643 +322,60,RL,99,12099,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,388,Gd,TA,PConc,Ex,TA,Av,GLQ,970,Unf,0,166,1136,GasA,Ex,Y,SBrkr,1136,1332,0,2468,1,0,2,1,4,1,Gd,10,Typ,1,Gd,BuiltIn,2004,Fin,3,872,TA,TA,Y,184,154,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,354000 +323,60,RL,86,10380,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1986,1987,Gable,CompShg,Plywood,Plywood,BrkFace,172,Gd,TA,CBlock,TA,TA,Gd,LwQ,28,ALQ,1474,0,1502,GasA,Ex,Y,SBrkr,1553,1177,0,2730,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1987,Fin,2,576,TA,TA,Y,201,96,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,301000 +324,20,RM,49,5820,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,8,1955,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,256,Unf,0,906,1162,GasA,Ex,Y,SBrkr,1163,0,0,1163,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1955,Unf,1,220,Fa,TA,Y,142,98,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,126175 +325,80,RL,96,11275,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,PosN,Norm,1Fam,SLvl,7,7,1967,2007,Mansard,WdShake,Wd Sdng,Wd Sdng,BrkFace,300,Gd,Gd,CBlock,Gd,TA,No,Unf,0,Unf,0,710,710,GasA,Ex,Y,SBrkr,1898,1080,0,2978,0,0,2,1,5,1,Gd,11,Typ,1,Gd,BuiltIn,1961,Fin,2,564,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,242000 +326,45,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,RRAe,Norm,1Fam,1.5Unf,5,6,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,116,Unf,0,604,720,GasA,Po,N,FuseF,803,0,0,803,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1941,Unf,2,360,TA,TA,Y,0,0,244,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,87000 +327,120,RL,32,10846,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1993,1993,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1619,Unf,0,100,1719,GasA,Ex,Y,SBrkr,1719,0,0,1719,2,0,1,1,1,1,Gd,6,Typ,2,Gd,Attchd,1993,Fin,2,473,TA,TA,Y,122,30,0,0,0,0,NA,NA,NA,0,5,2008,Con,Normal,324000 +328,20,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,175,TA,TA,CBlock,TA,TA,No,Rec,565,Unf,0,818,1383,GasA,TA,Y,SBrkr,1383,0,0,1383,0,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1960,RFn,1,292,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,145250 +329,75,RL,NA,11888,Pave,Pave,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,PosN,Norm,1Fam,2.5Unf,6,6,1916,1994,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,844,844,GasA,Gd,N,FuseA,1445,689,0,2134,0,0,2,0,5,1,Gd,10,Typ,0,NA,Detchd,1930,Unf,2,441,TA,TA,Y,0,60,268,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,214500 +330,70,RM,60,6402,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,596,596,GasA,TA,N,SBrkr,596,596,0,1192,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,189,Fa,Fa,N,0,0,137,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,78000 +331,90,RL,NA,10624,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,4,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,84,TA,TA,CBlock,TA,TA,No,GLQ,40,Rec,264,1424,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,1,2,0,6,2,TA,10,Typ,0,NA,Detchd,2002,Unf,1,352,TA,TA,Y,155,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,119000 +332,20,RL,70,8176,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1992,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,846,Unf,0,210,1056,GasA,Fa,Y,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,139000 +333,20,RL,85,10655,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,296,Gd,TA,PConc,Gd,TA,No,GLQ,1124,NA,479,1603,3206,GasA,Ex,Y,SBrkr,1629,0,0,1629,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2003,RFn,3,880,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,284000 +334,120,RM,59,8198,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,146,Gd,TA,PConc,Gd,TA,Av,GLQ,720,Unf,0,638,1358,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2004,RFn,2,484,TA,TA,Y,192,30,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,207000 +335,60,RL,59,9042,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,828,Unf,0,115,943,GasA,Gd,Y,SBrkr,943,695,0,1638,1,0,2,1,3,1,TA,7,Typ,2,TA,Attchd,1998,Fin,2,472,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,192000 +336,190,RL,NA,164660,Grvl,NA,IR1,HLS,AllPub,Corner,Sev,Timber,Norm,Norm,2fmCon,1.5Fin,5,6,1965,1965,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,1249,BLQ,147,103,1499,GasA,Ex,Y,SBrkr,1619,167,0,1786,2,0,2,0,3,1,TA,7,Typ,2,Gd,Attchd,1965,Fin,2,529,TA,TA,Y,670,0,0,0,0,0,NA,NA,Shed,700,8,2008,WD,Normal,228950 +337,20,RL,86,14157,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,Stone,200,Gd,TA,PConc,Ex,TA,Gd,GLQ,1249,Unf,0,673,1922,GasA,Ex,Y,SBrkr,1922,0,0,1922,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,3,676,TA,TA,Y,178,51,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,377426 +338,20,RL,70,9135,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,113,Gd,TA,PConc,Gd,TA,Av,GLQ,810,Unf,0,726,1536,GasA,Ex,Y,SBrkr,1536,0,0,1536,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2002,RFn,2,532,TA,TA,Y,192,74,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,214000 +339,20,RL,91,14145,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,7,1984,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Mn,ALQ,213,Unf,0,995,1208,GasA,Ex,Y,SBrkr,1621,0,0,1621,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,1984,RFn,2,440,TA,TA,Y,108,45,0,0,0,0,NA,NA,Shed,400,5,2006,WD,Normal,202500 +340,20,RL,66,12400,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,7,1958,1998,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,176,TA,TA,CBlock,TA,Fa,No,Rec,585,Unf,0,630,1215,GasA,TA,Y,FuseA,1215,0,0,1215,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,Unf,1,297,TA,TA,Y,0,0,0,0,234,0,NA,NA,NA,0,6,2009,WD,Normal,155000 +341,60,RL,85,14191,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,967,967,GasA,Ex,Y,SBrkr,993,915,0,1908,0,0,2,1,4,1,Gd,9,Typ,0,NA,Attchd,2002,Fin,2,431,TA,TA,Y,135,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,202900 +342,20,RH,60,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,1Story,4,4,1950,1950,Gable,CompShg,Wd Sdng,AsbShng,None,0,Fa,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,721,721,GasA,Gd,Y,SBrkr,841,0,0,841,0,0,1,0,2,1,TA,4,Typ,0,NA,CarPort,1950,Unf,1,294,TA,TA,N,250,0,24,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,82000 +343,90,RL,NA,8544,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1949,1950,Gable,CompShg,Stucco,Stucco,BrkFace,340,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseA,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1949,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,87500 +344,120,RL,63,8849,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,616,Ex,TA,PConc,Ex,TA,No,GLQ,28,Unf,0,1656,1684,GasA,Ex,Y,SBrkr,1684,0,0,1684,0,0,2,0,2,1,Ex,6,Typ,1,Ex,Attchd,2005,RFn,2,564,TA,TA,Y,495,72,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,266000 +345,160,RM,36,2592,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,3,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,No,Rec,129,BLQ,232,175,536,GasA,TA,Y,SBrkr,536,576,0,1112,0,0,1,1,3,1,TA,4,Typ,0,NA,Attchd,1976,Unf,1,336,TA,TA,Y,182,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,85000 +346,50,RL,65,6435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1.5Fin,6,5,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,972,972,GasA,Gd,Y,SBrkr,972,605,0,1577,0,0,1,0,3,1,Fa,6,Typ,1,Gd,Detchd,1939,Unf,1,312,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,140200 +347,20,RL,NA,12772,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1960,1998,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,BLQ,498,Unf,0,460,958,GasA,TA,Y,SBrkr,958,0,0,958,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1960,RFn,1,301,TA,TA,Y,0,0,0,0,0,0,NA,NA,Gar2,15500,4,2007,WD,Normal,151500 +348,20,RL,NA,17600,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,30,TA,TA,CBlock,TA,TA,No,BLQ,1270,Unf,0,208,1478,GasA,Ex,Y,FuseA,1478,0,0,1478,1,0,2,0,3,1,TA,6,Typ,2,Gd,Attchd,1960,Unf,2,498,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,157500 +349,160,RL,36,2448,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,GLQ,573,Unf,0,191,764,GasA,Ex,Y,SBrkr,764,862,0,1626,1,0,2,1,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,154000 +350,60,RL,56,20431,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,BrkFace,870,Ex,TA,PConc,Ex,TA,No,GLQ,1410,Unf,0,438,1848,GasA,Ex,Y,SBrkr,1848,880,0,2728,1,0,2,1,4,1,Ex,10,Typ,2,Ex,Attchd,2006,Fin,3,706,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,New,Partial,437154 +351,120,RL,68,7820,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2007,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,362,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1869,1869,GasA,Ex,Y,SBrkr,1869,0,0,1869,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2007,RFn,2,617,TA,TA,Y,210,54,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,318061 +352,120,RL,NA,5271,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,5,1986,1986,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,1082,Unf,0,371,1453,GasA,Gd,Y,SBrkr,1453,0,0,1453,1,0,1,1,2,1,Gd,6,Typ,1,TA,Attchd,1986,RFn,2,445,TA,TA,Y,0,80,0,0,184,0,NA,NA,NA,0,12,2006,WD,Abnorml,190000 +353,50,RL,60,9084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,Mn,LwQ,236,Rec,380,0,616,GasA,TA,N,SBrkr,616,495,0,1111,0,1,1,0,3,1,TA,5,Typ,0,NA,Detchd,1941,Unf,1,200,TA,Fa,Y,48,0,0,0,0,0,NA,NA,NA,0,3,2008,ConLw,Normal,95000 +354,30,RM,60,8520,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,8,1928,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Gd,Y,SBrkr,720,0,0,720,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,2005,Unf,2,484,TA,TA,Y,106,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,105900 +355,50,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1940,2000,Gable,CompShg,Wd Sdng,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,388,Unf,0,552,940,GasA,Ex,Y,SBrkr,1192,403,0,1595,0,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,108,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,140000 +356,20,RL,105,11249,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,No,ALQ,334,BLQ,544,322,1200,GasA,Ex,Y,SBrkr,1200,0,0,1200,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1995,RFn,2,521,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,177500 +357,20,RL,NA,9248,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,6,1992,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,106,TA,TA,PConc,Gd,TA,No,GLQ,560,Unf,0,598,1158,GasA,Gd,Y,SBrkr,1167,0,0,1167,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1992,RFn,2,400,TA,TA,Y,120,26,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,173000 +358,120,RM,44,4224,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,1Story,5,5,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,874,Unf,0,268,1142,GasA,TA,Y,SBrkr,1142,0,0,1142,1,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1976,Fin,2,528,TA,TA,Y,536,90,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,134000 +359,80,RL,92,6930,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,SLvl,5,4,1958,1958,Hip,CompShg,Wd Sdng,ImStucc,BrkFace,120,TA,TA,CBlock,TA,TA,Av,BLQ,300,Rec,294,468,1062,GasA,Ex,Y,FuseF,1352,0,0,1352,0,1,1,0,3,1,Gd,6,Min2,0,NA,BuiltIn,1958,Unf,1,288,TA,TA,Y,168,0,294,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,130000 +360,60,RL,78,12011,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,530,Gd,TA,PConc,Gd,TA,Av,GLQ,956,Unf,0,130,1086,GasA,Ex,Y,SBrkr,1086,838,0,1924,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1998,RFn,2,592,TA,TA,Y,208,75,0,0,374,0,NA,NA,NA,0,6,2006,WD,Normal,280000 +361,85,RL,NA,7540,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,6,1978,1978,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,773,Unf,0,115,888,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1978,RFn,2,470,TA,TA,Y,0,0,0,0,192,0,NA,MnPrv,NA,0,6,2007,WD,Normal,156000 +362,50,RL,NA,9144,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1940,1982,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,399,Unf,0,484,883,GasA,Gd,Y,SBrkr,988,517,0,1505,1,0,1,0,3,1,TA,8,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,145000 +363,85,RL,64,7301,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,7,5,2003,2003,Gable,CompShg,HdBoard,HdBoard,BrkFace,500,Gd,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,495,1427,0,1922,0,0,3,0,4,1,Gd,7,Typ,1,Ex,BuiltIn,2003,RFn,2,672,TA,TA,Y,0,0,177,0,0,0,NA,NA,NA,0,7,2009,ConLD,Normal,198500 +364,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,8,1972,2007,Gable,CompShg,HdBoard,HdBoard,BrkFace,510,TA,TA,CBlock,TA,TA,No,ALQ,162,Unf,0,321,483,GasA,Gd,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,Gd,5,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,118000 +365,60,RL,NA,18800,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,TA,TA,PConc,Gd,TA,Mn,GLQ,712,Unf,0,84,796,GasA,TA,Y,SBrkr,790,784,0,1574,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1976,Fin,2,566,TA,TA,Y,306,111,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,190000 +366,70,RM,59,10690,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,7,1920,1997,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Fa,No,Rec,456,Unf,0,216,672,GasA,Gd,Y,FuseA,672,672,0,1344,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1964,Unf,1,468,TA,Fa,Y,0,128,218,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,147000 +367,20,RL,NA,9500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1963,1963,Gable,CompShg,Plywood,Plywood,BrkFace,247,TA,TA,CBlock,Gd,TA,No,BLQ,609,Unf,0,785,1394,GasA,Gd,Y,SBrkr,1394,0,0,1394,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1963,RFn,2,514,TA,TA,Y,0,76,0,0,185,0,NA,NA,NA,0,7,2009,WD,Normal,159000 +368,80,RL,101,9150,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1962,1962,Gable,Tar&Grv,Plywood,Plywood,BrkFace,305,TA,TA,CBlock,Gd,TA,Gd,GLQ,371,Unf,0,728,1099,GasA,Gd,Y,SBrkr,1431,0,0,1431,0,1,1,0,3,1,TA,6,Typ,1,Gd,Basment,1962,RFn,1,296,TA,TA,Y,64,110,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,165000 +369,20,RL,78,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,HdBoard,HdBoard,BrkFace,200,TA,TA,PConc,TA,TA,No,LwQ,540,Unf,0,728,1268,GasA,Gd,Y,SBrkr,1268,0,0,1268,0,0,1,0,2,1,TA,7,Typ,1,Gd,Attchd,1954,Fin,1,244,TA,TA,Y,0,98,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,132000 +370,20,RL,NA,9830,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,72,Rec,258,733,1063,GasA,Ex,Y,SBrkr,1287,0,0,1287,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1997,Fin,2,576,TA,TA,Y,364,17,0,0,182,0,NA,NA,NA,0,3,2010,WD,Normal,162000 +371,60,RL,NA,8121,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,953,953,GasA,Ex,Y,SBrkr,953,711,0,1664,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,RFn,2,460,TA,TA,Y,100,40,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,172400 +372,50,RL,80,17120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Feedr,Norm,1Fam,1.5Fin,4,4,1959,1959,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1120,468,0,1588,0,0,2,0,4,1,TA,7,Min2,1,Gd,Detchd,1991,Fin,2,680,TA,TA,N,0,59,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,134432 +373,120,RL,50,7175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1984,1984,Gable,CompShg,Plywood,Plywood,None,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,NA,Attchd,1984,Unf,1,264,TA,TA,Y,353,0,0,0,90,0,NA,MnPrv,NA,0,2,2010,WD,Normal,125000 +374,20,RL,79,10634,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,428,LwQ,180,0,608,GasA,TA,Y,SBrkr,1319,0,0,1319,1,0,1,0,3,1,TA,5,Min2,0,NA,Attchd,1953,Unf,1,270,TA,TA,Y,66,0,0,0,0,0,NA,GdWo,NA,0,11,2009,WD,Normal,123000 +375,60,RL,65,8200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1081,0,1928,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,219500 +376,30,RL,NA,10020,Pave,NA,IR1,Low,AllPub,Inside,Sev,Edwards,Norm,Norm,1Fam,1Story,1,1,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,BrkTil,Fa,Po,Gd,BLQ,350,Unf,0,333,683,GasA,Gd,N,FuseA,904,0,0,904,1,0,0,1,1,1,Fa,4,Maj1,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,61000 +377,85,RL,57,8846,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,298,Unf,0,572,870,GasA,Ex,Y,SBrkr,914,0,0,914,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1998,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,148000 +378,60,FV,102,11143,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1580,1580,GasA,Ex,Y,SBrkr,1580,886,0,2466,0,0,3,0,4,1,Gd,8,Typ,1,Gd,Attchd,2004,RFn,2,610,TA,TA,Y,159,214,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,340000 +379,20,RL,88,11394,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,2,2010,2010,Hip,CompShg,VinylSd,VinylSd,Stone,350,Gd,TA,PConc,Ex,TA,Av,GLQ,1445,Unf,0,411,1856,GasA,Ex,Y,SBrkr,1856,0,0,1856,1,0,1,1,1,1,Ex,8,Typ,1,Ex,Attchd,2010,Fin,3,834,TA,TA,Y,113,0,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,394432 +380,60,RL,60,8123,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,982,982,GasA,Ex,Y,SBrkr,1007,793,0,1800,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,463,TA,TA,Y,100,63,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,179000 +381,50,RL,50,5000,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,6,1924,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,218,Unf,0,808,1026,GasA,TA,Y,SBrkr,1026,665,0,1691,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Detchd,1924,Unf,1,308,TA,TA,Y,0,0,242,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,127000 +382,20,FV,60,7200,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1293,1293,GasA,Ex,Y,SBrkr,1301,0,0,1301,1,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,RFn,2,572,TA,TA,Y,216,121,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,187750 +383,60,RL,79,9245,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,939,939,GasA,Ex,Y,SBrkr,939,858,0,1797,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2006,RFn,2,639,TA,TA,Y,144,53,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,213500 +384,45,RH,60,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1.5Unf,6,3,1928,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,Fa,No,Unf,0,Unf,0,784,784,GasA,TA,N,FuseA,784,0,0,784,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1950,Unf,2,360,Fa,Fa,N,0,0,91,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,76000 +385,60,RL,NA,53107,Pave,NA,IR2,Low,AllPub,Corner,Mod,ClearCr,Feedr,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,985,Unf,0,595,1580,GasA,Ex,Y,SBrkr,1079,874,0,1953,1,0,2,1,3,1,Gd,9,Typ,2,Fa,Attchd,1992,Fin,2,501,TA,TA,Y,216,231,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,240000 +386,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1232,1256,GasA,Ex,Y,SBrkr,1269,0,0,1269,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2004,Fin,2,430,TA,TA,Y,146,20,0,0,144,0,NA,NA,NA,0,4,2010,WD,Normal,192000 +387,50,RL,58,8410,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Edwards,Feedr,Norm,1Fam,1.5Fin,5,3,1910,1996,Gambrel,CompShg,Wd Sdng,VinylSd,None,0,TA,Fa,PConc,TA,TA,No,Unf,0,Unf,0,658,658,GasA,TA,Y,SBrkr,658,526,0,1184,0,0,1,0,5,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,151,0,0,0,0,NA,NA,NA,0,5,2006,WD,AdjLand,81000 +388,80,RL,72,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,6,1976,1976,Hip,CompShg,MetalSd,MetalSd,BrkFace,255,TA,TA,CBlock,TA,TA,Av,ALQ,631,Unf,0,410,1041,GasA,Ex,Y,SBrkr,1125,0,0,1125,1,0,1,0,3,1,TA,6,Typ,1,Fa,Detchd,1977,Unf,1,352,TA,TA,Y,296,0,0,0,0,0,NA,GdWo,NA,0,10,2009,WD,Abnorml,125000 +389,20,RL,93,9382,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,125,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1468,1468,GasA,Ex,Y,SBrkr,1479,0,0,1479,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,577,TA,TA,Y,120,25,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,191000 +390,60,RL,96,12474,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,10,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,272,Ex,TA,PConc,Ex,TA,Av,GLQ,1280,Unf,0,402,1682,GasA,Ex,Y,SBrkr,1742,590,0,2332,1,0,2,1,3,1,Ex,9,Typ,1,Ex,BuiltIn,2008,Fin,3,846,TA,TA,Y,196,134,0,0,0,0,NA,NA,NA,0,8,2008,New,Partial,426000 +391,50,RL,50,8405,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,8,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Gd,No,Rec,241,BLQ,391,229,861,GasA,Ex,Y,SBrkr,961,406,0,1367,1,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1978,Unf,1,384,TA,TA,Y,0,130,112,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,119000 +392,60,RL,71,12209,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,2Story,6,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,TA,No,ALQ,690,Unf,0,114,804,GasA,Ex,Y,SBrkr,804,1157,0,1961,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2001,Fin,2,560,TA,TA,Y,125,192,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,215000 +393,20,RL,NA,8339,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1959,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,882,0,0,882,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1959,RFn,1,294,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,1200,7,2007,WD,Normal,106500 +394,30,RL,NA,7446,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,4,5,1941,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Rec,266,Unf,0,522,788,GasA,TA,Y,FuseA,788,0,0,788,0,0,1,0,2,1,TA,4,Typ,2,TA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,4,2006,WD,Abnorml,100000 +395,50,RL,60,10134,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,735,735,GasA,Gd,Y,FuseA,735,299,0,1034,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,109000 +396,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,739,Unf,0,405,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,Unf,1,596,TA,TA,Y,44,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,129000 +397,20,RL,60,7200,Pave,NA,Reg,Low,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,Rec,777,Unf,0,117,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1985,RFn,2,600,TA,TA,Y,215,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,123000 +398,60,RL,69,7590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,5,5,1962,1962,Gable,CompShg,VinylSd,VinylSd,BrkFace,288,TA,TA,CBlock,TA,TA,No,ALQ,540,Unf,0,324,864,GasA,TA,Y,SBrkr,876,936,0,1812,0,0,2,0,4,1,TA,8,Typ,1,TA,Attchd,1962,RFn,1,264,TA,TA,Y,0,168,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,169500 +399,30,RM,60,8967,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,2,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,Fa,Po,No,Unf,0,Unf,0,961,961,GasA,Gd,Y,Mix,1077,0,0,1077,0,0,1,0,2,1,TA,6,Maj2,0,NA,Detchd,1920,Unf,1,338,Po,Po,N,0,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Abnorml,67000 +400,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2006,2007,Gable,CompShg,CemntBd,CmentBd,Stone,100,Gd,TA,PConc,Gd,TA,No,GLQ,812,Unf,0,280,1092,GasA,Ex,Y,SBrkr,1112,438,0,1550,1,0,2,0,2,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,438,TA,TA,Y,0,168,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,241000 +401,120,RL,38,14963,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1996,1996,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,786,Unf,0,474,1260,GasA,Ex,Y,SBrkr,1288,0,0,1288,1,0,1,1,1,1,Ex,4,Typ,2,Gd,Attchd,1996,Fin,2,500,TA,TA,Y,120,30,0,0,224,0,NA,NA,NA,0,12,2008,WD,Normal,245500 +402,20,RL,65,8767,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1286,1310,GasA,Ex,Y,SBrkr,1310,0,0,1310,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,164990 +403,30,RL,60,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1940,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,672,0,0,672,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,N,168,0,0,0,0,0,NA,GdPrv,NA,0,8,2008,WD,Normal,108000 +404,60,RL,93,12090,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,650,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1141,1141,GasA,Gd,Y,SBrkr,1165,1098,0,2263,0,0,2,1,4,1,Gd,10,Typ,1,TA,BuiltIn,1998,Fin,2,420,TA,TA,Y,144,123,0,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,258000 +405,60,RL,NA,10364,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,806,806,GasA,Gd,Y,SBrkr,806,766,0,1572,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1995,Fin,2,373,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,168000 +406,20,RL,NA,9991,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,4,1976,1993,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,1116,Unf,0,165,1281,GasA,Ex,Y,SBrkr,1620,0,0,1620,1,0,2,0,3,1,TA,8,Min1,1,TA,Attchd,1993,Unf,2,490,TA,TA,Y,120,78,0,0,0,0,NA,GdWo,NA,0,6,2009,WD,Normal,150000 +407,50,RL,51,10480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1064,1064,GasA,Ex,Y,FuseA,1166,0,473,1639,0,0,1,0,3,1,TA,6,Maj2,0,NA,Detchd,1936,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,115000 +408,70,RL,63,15576,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1915,1976,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,840,0,1680,0,0,2,0,4,1,TA,8,Typ,0,NA,Attchd,1960,Unf,1,308,TA,TA,Y,0,0,160,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,177000 +409,60,RL,109,14154,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,350,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1063,1063,GasA,Ex,Y,SBrkr,1071,1101,0,2172,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2006,RFn,3,947,TA,TA,Y,192,62,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,280000 +410,60,FV,85,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,100,Gd,TA,PConc,Ex,TA,No,GLQ,789,Unf,0,245,1034,GasA,Ex,Y,SBrkr,1050,1028,0,2078,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2008,Fin,3,836,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,4,2008,New,Partial,339750 +411,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,3,1958,1958,Gable,CompShg,BrkComm,Brk Cmn,None,0,TA,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,1276,1276,GasA,TA,Y,FuseA,1276,0,0,1276,0,0,1,0,3,1,TA,5,Mod,0,NA,Attchd,1958,Unf,1,350,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,COD,Abnorml,60000 +412,190,RL,100,34650,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Gilbert,Norm,Norm,2fmCon,1Story,5,5,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Mn,Rec,1056,Unf,0,0,1056,GasA,TA,N,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1955,Fin,2,572,TA,TA,Y,264,0,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,145000 +413,20,FV,NA,4403,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,MetalSd,MetalSd,Stone,432,Ex,TA,PConc,Ex,TA,Av,GLQ,578,Unf,0,892,1470,GasA,Ex,Y,SBrkr,1478,0,0,1478,1,0,2,1,2,1,Gd,7,Typ,1,Gd,Attchd,2009,Fin,2,484,TA,TA,Y,0,144,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,222000 +414,30,RM,56,8960,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,6,1927,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1008,1008,GasA,Gd,Y,FuseA,1028,0,0,1028,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1927,Unf,2,360,TA,TA,Y,0,0,130,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,115000 +415,60,RL,59,11228,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,BLQ,50,GLQ,531,499,1080,GasA,Ex,Y,SBrkr,1080,1017,0,2097,0,1,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1993,Unf,3,678,TA,TA,Y,196,187,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,228000 +416,20,RL,73,8899,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1316,1340,GasA,Ex,Y,SBrkr,1340,0,0,1340,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,396,TA,TA,Y,100,30,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,181134 +417,60,RL,74,7844,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,7,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkFace,203,TA,TA,CBlock,TA,TA,No,ALQ,209,Unf,0,463,672,GasA,TA,Y,SBrkr,672,728,0,1400,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1978,Fin,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,149500 +418,70,RL,86,22420,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Feedr,Norm,1Fam,2Story,6,6,1918,1950,Hip,CompShg,Wd Sdng,Stucco,None,0,TA,TA,BrkTil,Gd,TA,No,BLQ,1128,Unf,0,242,1370,GasW,TA,N,FuseA,1370,1254,0,2624,1,0,2,1,4,1,TA,10,Typ,1,Gd,Detchd,1918,Unf,3,864,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,239000 +419,50,RL,60,8160,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,312,Unf,0,444,756,GasA,Fa,N,FuseF,756,378,0,1134,1,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,AdjLand,126000 +420,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,775,Unf,0,281,1056,GasA,Ex,Y,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,6,Typ,1,Fa,Attchd,1968,Unf,1,304,TA,TA,Y,0,85,184,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,142000 +421,90,RM,78,7060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,200,TA,Gd,PConc,Gd,Gd,Gd,GLQ,1309,Unf,0,35,1344,GasA,Ex,Y,SBrkr,1344,0,0,1344,2,0,2,0,2,2,TA,8,Typ,0,NA,Attchd,1997,Fin,4,784,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Alloca,206300 +422,20,RL,NA,16635,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1977,2000,Gable,CompShg,CemntBd,CmentBd,Stone,126,Gd,TA,CBlock,Gd,TA,No,ALQ,1246,Unf,0,356,1602,GasA,Gd,Y,SBrkr,1602,0,0,1602,0,1,2,0,3,1,Gd,8,Typ,1,TA,Attchd,1977,Fin,2,529,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,215000 +423,20,RL,100,21750,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Mitchel,Artery,Norm,1Fam,1Story,5,5,1954,1954,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,988,988,GasA,Ex,Y,FuseA,988,0,0,988,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1954,RFn,2,520,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,113000 +424,60,RL,80,9200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,473,Gd,TA,PConc,Gd,TA,No,GLQ,986,Unf,0,484,1470,GasA,Gd,Y,SBrkr,1470,1160,0,2630,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,3,696,TA,TA,Y,0,66,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,315000 +425,20,RL,72,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,74,TA,TA,CBlock,Gd,TA,No,LwQ,616,Unf,0,580,1196,GasA,Gd,Y,FuseA,1196,0,0,1196,1,0,1,0,2,1,TA,6,Typ,1,Gd,Attchd,1956,RFn,1,297,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,139000 +426,60,RM,60,3378,Pave,Grvl,Reg,HLS,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1946,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,651,651,GasA,Gd,Y,SBrkr,707,682,0,1389,0,0,1,1,3,1,TA,6,Typ,2,Gd,Detchd,1947,Unf,1,240,TA,TA,P,0,0,126,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,135000 +427,80,RL,NA,12800,Pave,NA,Reg,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,SLvl,7,5,1989,1989,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,145,Gd,TA,PConc,Gd,TA,Gd,GLQ,1518,Unf,0,0,1518,GasA,Gd,Y,SBrkr,1644,0,0,1644,1,1,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1989,Fin,2,569,TA,TA,Y,80,0,0,0,396,0,NA,NA,NA,0,8,2009,WD,Normal,275000 +428,20,RL,77,8593,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1957,1957,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,288,Unf,0,619,907,GasA,Ex,Y,SBrkr,907,0,0,907,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,109008 +429,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,Gd,TA,PConc,Gd,TA,No,GLQ,664,Unf,0,544,1208,GasA,Ex,Y,SBrkr,1208,0,0,1208,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,628,TA,TA,Y,105,54,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial,195400 +430,20,RL,130,11457,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Mn,GLQ,1005,Unf,0,387,1392,GasA,TA,Y,SBrkr,1412,0,0,1412,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1988,Unf,2,576,TA,TA,Y,0,0,169,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,175000 +431,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,232,TA,TA,CBlock,TA,TA,No,ALQ,387,Unf,0,96,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,4,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,COD,Abnorml,85400 +432,50,RM,60,5586,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,6,7,1920,1998,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,901,901,GasA,Gd,Y,SBrkr,1088,110,0,1198,0,0,1,0,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,98,0,0,0,0,NA,MnPrv,NA,0,9,2008,ConLD,Abnorml,79900 +433,160,RM,24,1920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,376,TA,TA,CBlock,TA,TA,No,ALQ,471,Unf,0,294,765,GasA,Ex,Y,SBrkr,765,600,0,1365,1,0,1,1,2,1,TA,6,Min1,0,NA,Detchd,1971,Unf,2,440,TA,TA,Y,240,36,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,122500 +434,60,RL,100,10839,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,926,926,GasA,Ex,Y,SBrkr,926,678,0,1604,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,470,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,181000 +435,180,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,7,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,Gd,TA,Av,ALQ,495,Unf,0,135,630,GasA,Gd,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,88,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,81000 +436,60,RL,43,10667,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,PosN,Norm,1Fam,2Story,7,6,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,385,ALQ,344,70,799,GasA,Ex,Y,SBrkr,827,834,0,1661,1,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1996,RFn,2,550,TA,TA,Y,158,61,0,0,0,0,NA,NA,NA,0,4,2009,ConLw,Normal,212000 +437,50,RM,40,4400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,648,648,GasA,TA,Y,FuseA,734,384,0,1118,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1990,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,116000 +438,45,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,6,7,1926,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Gd,Y,SBrkr,904,0,0,904,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1926,Unf,1,180,TA,TA,Y,0,0,105,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,119000 +439,30,RL,40,4280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,6,1913,2002,Gable,CompShg,WdShing,Stucco,None,0,TA,TA,PConc,TA,TA,No,LwQ,365,Unf,0,75,440,GasA,TA,N,SBrkr,694,0,0,694,0,0,1,0,2,1,Gd,4,Typ,1,Gd,Detchd,1990,Unf,1,352,Gd,TA,P,0,0,34,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,90350 +440,50,RL,67,12354,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,8,1920,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,Mn,Unf,0,Unf,0,684,684,GasA,Gd,Y,SBrkr,684,512,0,1196,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,2005,Unf,2,528,TA,TA,Y,0,46,0,0,0,0,NA,GdPrv,Shed,800,8,2009,ConLI,Normal,110000 +441,20,RL,105,15431,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,200,Ex,TA,PConc,Ex,TA,Gd,GLQ,1767,ALQ,539,788,3094,GasA,Ex,Y,SBrkr,2402,0,0,2402,1,0,2,0,2,1,Ex,10,Typ,2,Gd,Attchd,2008,Fin,3,672,TA,TA,Y,0,72,0,0,170,0,NA,NA,NA,0,4,2009,WD,Normal,555000 +442,90,RL,92,12108,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,4,1955,1955,Gable,CompShg,VinylSd,VinylSd,BrkFace,270,TA,TA,CBlock,TA,TA,No,ALQ,133,Unf,0,1307,1440,GasA,TA,N,FuseF,1440,0,0,1440,0,0,2,0,4,2,Fa,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,118000 +443,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1930,1992,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1078,1078,GasA,TA,Y,SBrkr,1128,445,0,1573,0,0,2,0,3,1,TA,8,Typ,1,Gd,Detchd,1930,Unf,2,360,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,162900 +444,120,RL,53,3922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,WdShing,Wd Shng,BrkFace,72,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1258,1258,GasA,Ex,Y,SBrkr,1258,0,0,1258,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,3,648,TA,TA,Y,144,16,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,172500 +445,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,TA,No,GLQ,642,Unf,0,273,915,GasA,Ex,Y,SBrkr,933,975,0,1908,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,Unf,2,493,TA,TA,Y,144,133,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,210000 +446,20,RL,73,9855,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1436,1436,GasA,Fa,Y,SBrkr,1689,0,0,1689,0,0,1,0,3,1,TA,7,Typ,1,Gd,Attchd,1956,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,11,2009,COD,Normal,127500 +447,20,RL,137,16492,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,PosA,Norm,1Fam,1Story,6,6,1966,2002,Gable,CompShg,BrkFace,Plywood,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,247,Rec,713,557,1517,GasA,Ex,Y,SBrkr,1888,0,0,1888,0,0,2,1,2,1,Gd,6,Mod,1,Gd,Attchd,1966,Fin,2,578,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,190000 +448,60,RL,NA,11214,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,930,930,GasA,Gd,Y,SBrkr,956,930,0,1886,0,0,2,1,4,1,Gd,10,Typ,1,TA,Attchd,1998,Fin,2,431,TA,TA,Y,89,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,199900 +449,50,RM,50,8600,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1937,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,780,780,GasA,TA,Y,SBrkr,780,596,0,1376,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1937,Unf,1,198,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,119500 +450,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,3,7,1948,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,331,Unf,0,318,649,GasA,Ex,Y,SBrkr,679,504,0,1183,0,0,1,1,2,1,TA,6,Typ,0,NA,Detchd,1981,Unf,1,308,TA,TA,Y,0,176,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,120000 +451,30,RM,70,5684,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,8,1930,2005,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,813,813,GasA,Ex,Y,FuseA,813,0,0,813,0,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1932,Unf,1,270,Fa,Fa,N,0,113,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,110000 +452,20,RL,62,70761,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,5,1975,1975,Gable,WdShngl,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,655,Unf,0,878,1533,GasA,TA,Y,SBrkr,1533,0,0,1533,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1975,Unf,2,576,TA,TA,Y,200,54,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,280000 +453,60,RL,NA,9303,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,6,5,1996,1997,Hip,CompShg,VinylSd,VinylSd,BrkFace,42,Gd,TA,PConc,Ex,TA,No,ALQ,742,Unf,0,130,872,GasA,Ex,Y,SBrkr,888,868,0,1756,1,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1996,Fin,2,422,TA,TA,Y,144,122,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,204000 +454,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,786,804,0,1590,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2008,RFn,2,676,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,210000 +455,90,RL,63,9297,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,5,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1606,Unf,0,122,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,2,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1976,Unf,2,560,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Family,188000 +456,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1973,1973,Hip,CompShg,HdBoard,HdBoard,BrkFace,320,TA,TA,CBlock,TA,TA,No,ALQ,916,Unf,0,326,1242,GasA,Fa,Y,SBrkr,1242,0,0,1242,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1973,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,175500 +457,70,RM,34,4571,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,5,1916,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Fa,N,SBrkr,624,720,0,1344,0,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1916,Unf,3,513,Fa,Fa,Y,0,0,96,0,0,0,NA,NA,NA,0,5,2008,COD,Abnorml,98000 +458,20,RL,NA,53227,Pave,NA,IR1,Low,AllPub,CulDSac,Mod,ClearCr,Norm,Norm,1Fam,1Story,4,6,1954,1994,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,BLQ,1116,Unf,0,248,1364,GasA,Ex,Y,SBrkr,1663,0,0,1663,1,0,1,0,2,1,Gd,6,Min1,2,Gd,Attchd,1954,Fin,2,529,TA,TA,Y,224,137,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,256000 +459,70,RM,NA,5100,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,7,1925,1996,Hip,CompShg,Stucco,Wd Shng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,588,588,GasA,Fa,Y,SBrkr,833,833,0,1666,0,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,228,TA,TA,Y,192,63,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,161000 +460,50,RL,NA,7015,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,4,1950,1950,Gable,CompShg,MetalSd,MetalSd,BrkCmn,161,TA,TA,CBlock,TA,TA,No,LwQ,185,Unf,0,524,709,GasA,TA,Y,SBrkr,979,224,0,1203,1,0,1,0,3,1,Gd,5,Typ,1,TA,Detchd,1950,Unf,1,352,TA,TA,Y,0,0,248,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,110000 +461,60,FV,75,8004,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,2Story,8,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,110,Gd,TA,PConc,Gd,TA,No,GLQ,544,Unf,0,288,832,GasA,Ex,Y,SBrkr,832,1103,0,1935,1,0,2,1,3,1,TA,8,Typ,0,NA,BuiltIn,2009,Fin,2,552,TA,TA,Y,0,150,0,0,0,0,NA,NA,NA,0,12,2009,New,Partial,263435 +462,70,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,7,9,1936,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,PConc,Gd,Gd,No,ALQ,350,BLQ,210,0,560,GasA,Ex,Y,SBrkr,575,560,0,1135,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1971,RFn,2,576,TA,TA,Y,256,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,155000 +463,20,RL,60,8281,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,553,BLQ,311,0,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,1,Po,Detchd,1965,Unf,1,360,TA,TA,Y,0,0,236,0,0,0,NA,GdWo,NA,0,12,2009,WD,Normal,62383 +464,70,RL,74,11988,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,6,7,1934,1995,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,LwQ,326,Unf,0,389,715,GasA,Fa,Y,FuseA,849,811,0,1660,0,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,188700 +465,20,RL,60,8430,Pave,NA,Reg,HLS,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,5,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,136,TA,TA,CBlock,Gd,TA,No,Rec,616,Unf,0,424,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,0,0,2,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,124000 +466,120,RM,NA,3072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,18,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1375,1375,GasA,Ex,Y,SBrkr,1414,0,0,1414,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2004,Fin,2,398,TA,TA,Y,144,20,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,178740 +467,20,RL,85,10628,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,1970,1970,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,Gd,Gd,GLQ,778,Unf,0,499,1277,GasA,TA,Y,SBrkr,1277,0,0,1277,1,0,1,0,2,1,TA,5,Typ,1,Po,Attchd,1970,Unf,2,526,TA,TA,Y,0,0,0,0,176,0,NA,GdWo,NA,0,4,2007,WD,Normal,167000 +468,70,RL,79,9480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,2Story,5,7,1942,1995,Gable,CompShg,MetalSd,MetalSd,Stone,224,TA,TA,CBlock,TA,TA,No,LwQ,386,Unf,0,342,728,GasA,Ex,Y,SBrkr,888,756,0,1644,0,0,1,1,3,1,Gd,7,Typ,2,Gd,Attchd,1942,Unf,1,312,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,146500 +469,20,RL,98,11428,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,248,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1626,1626,GasA,Ex,Y,SBrkr,1634,0,0,1634,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,866,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,250000 +470,60,RL,76,9291,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,RRNe,Norm,1Fam,2Story,6,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,Gd,TA,PConc,Gd,TA,No,GLQ,426,Unf,0,406,832,GasA,Ex,Y,SBrkr,832,878,0,1710,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,506,TA,TA,Y,144,70,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,187000 +471,120,RL,NA,6820,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,368,BLQ,1120,0,1488,GasA,TA,Y,SBrkr,1502,0,0,1502,1,0,1,1,1,1,Gd,4,Typ,0,NA,Attchd,1985,RFn,2,528,TA,TA,Y,0,54,0,0,140,0,NA,NA,NA,0,6,2010,WD,Normal,212000 +472,60,RL,92,11952,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,6,1977,1977,Mansard,WdShake,WdShing,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,808,808,GasA,TA,Y,SBrkr,1161,808,0,1969,0,0,2,1,3,1,TA,8,Typ,1,Gd,Attchd,1977,RFn,2,534,TA,TA,Y,0,0,0,0,276,0,NA,NA,NA,0,11,2007,WD,Normal,190000 +473,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SLvl,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,TA,TA,PConc,Gd,TA,Gd,GLQ,459,Unf,0,88,547,GasA,Ex,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,RFn,2,525,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,148000 +474,20,RL,110,14977,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,304,Gd,TA,PConc,Ex,TA,Gd,GLQ,1350,Unf,0,626,1976,GasA,Ex,Y,SBrkr,1976,0,0,1976,1,0,2,0,2,1,Gd,7,Typ,1,Ex,Attchd,2006,RFn,3,908,TA,TA,Y,250,63,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,440000 +475,120,RL,41,5330,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2000,2000,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1196,Unf,0,298,1494,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,0,2,0,2,1,Ex,6,Typ,0,NA,Attchd,2000,RFn,2,499,TA,TA,Y,96,48,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,251000 +476,20,RL,80,8480,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1963,1963,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,630,Unf,0,340,970,GasA,TA,Y,SBrkr,970,0,0,970,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1996,Unf,2,624,TA,TA,Y,0,24,0,0,192,0,NA,NA,NA,0,7,2007,WD,Normal,132500 +477,20,RL,75,13125,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,215,TA,TA,PConc,Gd,TA,Gd,GLQ,994,Unf,0,484,1478,GasA,Ex,Y,SBrkr,1493,0,0,1493,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1997,Fin,2,508,TA,TA,Y,140,39,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,208900 +478,60,RL,105,13693,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,772,Ex,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,2153,2153,GasA,Ex,Y,SBrkr,2069,574,0,2643,0,0,2,1,3,1,Ex,9,Typ,1,Gd,BuiltIn,2006,Fin,3,694,TA,TA,Y,414,84,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,380000 +479,20,RL,79,10637,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,336,Gd,TA,PConc,Ex,TA,Gd,GLQ,1288,Unf,0,417,1705,GasA,Ex,Y,SBrkr,1718,0,0,1718,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,826,TA,TA,Y,208,44,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,297000 +480,30,RM,50,5925,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1937,2000,Hip,CompShg,Stucco,Stucco,BrkCmn,435,TA,TA,BrkTil,Fa,TA,No,Rec,168,Unf,0,739,907,GasA,TA,Y,SBrkr,1131,0,0,1131,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1995,Unf,2,672,TA,TA,Y,0,72,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Alloca,89471 +481,20,RL,98,16033,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,378,Gd,TA,PConc,Ex,TA,Gd,GLQ,1261,Unf,0,572,1833,GasA,Ex,Y,SBrkr,1850,0,0,1850,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,3,772,TA,TA,Y,519,112,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,326000 +482,20,RL,72,11846,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,562,Gd,TA,PConc,Ex,TA,Gd,GLQ,1567,Unf,0,225,1792,GasA,Ex,Y,SBrkr,1792,0,0,1792,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2003,Fin,3,874,TA,TA,Y,206,49,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,374000 +483,70,RM,50,2500,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1915,2005,Gable,CompShg,Stucco,Stucco,None,0,Gd,TA,PConc,TA,TA,No,ALQ,299,Unf,0,611,910,GasA,Ex,Y,SBrkr,916,910,0,1826,1,0,1,1,4,1,Ex,7,Min2,1,Gd,Attchd,1915,Unf,1,164,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,155000 +484,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,Twnhs,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,116,TA,TA,PConc,Ex,TA,No,GLQ,897,Unf,0,319,1216,GasA,Ex,Y,SBrkr,1216,0,0,1216,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Unf,2,402,TA,TA,Y,0,125,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,164000 +485,20,RL,NA,7758,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1962,2001,Gable,CompShg,HdBoard,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,588,Unf,0,411,999,GasA,Gd,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1963,Unf,1,264,TA,TA,Y,0,132,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,132500 +486,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,607,Unf,0,506,1113,GasA,Gd,Y,SBrkr,1113,0,0,1113,0,0,1,0,3,1,Gd,5,Typ,1,Gd,Attchd,1950,Unf,1,264,TA,TA,Y,0,80,120,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,147000 +487,20,RL,79,10289,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1965,1965,Hip,CompShg,MetalSd,MetalSd,BrkFace,168,TA,TA,CBlock,TA,TA,No,ALQ,836,Unf,0,237,1073,GasA,TA,Y,SBrkr,1073,0,0,1073,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,RFn,2,515,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,156000 +488,20,RL,70,12243,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1971,1971,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,998,Unf,0,486,1484,GasA,Gd,Y,SBrkr,1484,0,0,1484,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1971,Unf,2,487,TA,TA,Y,224,0,0,0,180,0,NA,NA,NA,0,2,2007,WD,Normal,175000 +489,190,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,5,4,1900,1970,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,Fa,No,BLQ,664,Unf,0,290,954,GasA,TA,N,FuseA,1766,648,0,2414,0,0,2,0,3,2,TA,10,Mod,1,Gd,Attchd,1970,Unf,2,520,TA,Fa,N,142,0,0,0,0,0,NA,NA,NA,0,5,2006,ConLD,Normal,160000 +490,180,RM,21,1526,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,8,1970,2002,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,Gd,TA,Av,GLQ,515,Unf,0,115,630,GasA,TA,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,86000 +491,160,RM,NA,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,6,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,264,264,GasA,TA,Y,SBrkr,616,688,0,1304,0,0,1,1,3,1,TA,4,Typ,1,Gd,BuiltIn,1976,Fin,1,336,TA,TA,Y,141,24,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,115000 +492,50,RL,79,9490,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,7,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,403,Rec,165,238,806,GasA,TA,Y,FuseA,958,620,0,1578,1,0,1,0,3,1,Fa,5,Typ,2,TA,Attchd,1941,Unf,1,240,TA,TA,Y,0,0,32,0,0,0,NA,MnPrv,NA,0,8,2006,WD,Normal,133000 +493,60,RL,105,15578,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Gd,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,TA,8,Typ,0,NA,Attchd,2006,RFn,2,429,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,172785 +494,20,RL,70,7931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1960,1960,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,374,LwQ,532,363,1269,GasA,TA,Y,FuseA,1269,0,0,1269,0,0,1,1,3,1,TA,6,Typ,1,Fa,Detchd,1964,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,155000 +495,30,RM,50,5784,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,8,1938,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,190,190,GasA,Gd,Y,FuseA,886,0,0,886,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1938,Unf,1,273,TA,TA,Y,144,20,80,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,91300 +496,30,C (all),60,7879,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,495,Unf,0,225,720,GasA,TA,N,FuseA,720,0,0,720,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,523,115,0,0,0,NA,GdWo,NA,0,11,2009,WD,Abnorml,34900 +497,20,RL,NA,12692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1992,1993,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1231,Unf,0,1969,3200,GasA,Ex,Y,SBrkr,3228,0,0,3228,1,0,3,0,4,1,Gd,10,Typ,1,Gd,Attchd,1992,RFn,2,546,TA,TA,Y,264,75,291,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,430000 +498,50,RL,60,9120,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,7,6,1925,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,TA,No,Rec,329,Unf,0,697,1026,GasA,Ex,Y,SBrkr,1133,687,0,1820,1,0,2,0,4,1,TA,8,Typ,0,NA,Detchd,1925,Unf,1,240,TA,TA,N,0,100,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,184000 +499,20,RL,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1967,2004,Hip,CompShg,HdBoard,HdBoard,BrkFace,89,TA,TA,PConc,TA,TA,No,ALQ,450,Unf,0,414,864,GasA,Ex,Y,SBrkr,899,0,0,899,0,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1967,Fin,1,288,TA,TA,Y,64,0,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Normal,130000 +500,20,RL,70,7535,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1958,1985,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,111,LwQ,279,522,912,GasA,Fa,Y,SBrkr,912,0,0,912,0,1,1,0,2,1,TA,5,Typ,0,NA,Attchd,1958,Fin,1,297,TA,TA,Y,12,285,0,0,0,0,NA,MnWw,Shed,480,6,2007,WD,Normal,120000 +501,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,285,TA,TA,CBlock,TA,TA,No,BLQ,356,Unf,0,316,672,GasA,TA,Y,SBrkr,672,546,0,1218,0,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,144,28,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,113000 +502,60,FV,75,9803,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,400,Unf,0,466,866,GasA,Gd,Y,SBrkr,866,902,0,1768,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,603,TA,TA,Y,0,108,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,226700 +503,20,RL,70,9170,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,7,1965,1965,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,698,GLQ,96,420,1214,GasA,Ex,Y,SBrkr,1214,0,0,1214,1,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1965,Unf,2,461,Fa,Fa,Y,0,0,184,0,0,0,NA,GdPrv,Shed,400,4,2007,WD,Normal,140000 +504,20,RL,100,15602,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,7,8,1959,1997,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1247,Unf,0,254,1501,GasA,TA,Y,SBrkr,1801,0,0,1801,1,0,2,0,1,1,TA,6,Typ,2,TA,Attchd,1959,Fin,2,484,TA,TA,Y,0,54,0,0,161,0,NA,GdWo,NA,0,3,2010,WD,Normal,289000 +505,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,5,1974,1974,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,257,Rec,495,103,855,GasA,TA,Y,SBrkr,855,467,0,1322,0,1,2,1,3,1,TA,6,Typ,1,Fa,Attchd,1974,Unf,2,440,TA,TA,Y,260,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,147000 +506,90,RM,60,7596,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,Duplex,2Story,5,5,1952,1952,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,360,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,960,960,GasA,Gd,Y,SBrkr,960,1000,0,1960,0,0,2,0,4,2,TA,10,Typ,0,NA,Detchd,1952,Unf,2,400,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2009,COD,Normal,124500 +507,60,RL,80,9554,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1993,1994,Gable,CompShg,VinylSd,VinylSd,BrkFace,125,Gd,TA,PConc,Gd,TA,No,GLQ,380,Unf,0,397,777,GasA,Ex,Y,SBrkr,1065,846,0,1911,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,RFn,2,471,TA,TA,Y,182,81,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,215000 +508,20,FV,75,7862,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,27,Unf,0,1191,1218,GasA,Ex,Y,SBrkr,1218,0,0,1218,0,0,2,0,2,1,Gd,4,Typ,0,NA,Attchd,2009,Fin,2,676,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,208300 +509,70,RM,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,9,1928,2005,Gambrel,CompShg,MetalSd,MetalSd,None,0,TA,Ex,BrkTil,TA,TA,No,Rec,141,Unf,0,548,689,GasA,Ex,Y,SBrkr,689,689,0,1378,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Detchd,1928,Unf,2,360,TA,TA,N,0,0,116,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,161000 +510,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,MetalSd,MetalSd,BrkFace,132,TA,TA,CBlock,TA,TA,No,ALQ,991,Unf,0,50,1041,GasA,Ex,Y,SBrkr,1041,0,0,1041,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,270,TA,TA,Y,224,88,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,124500 +511,20,RL,75,14559,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,2000,Hip,CompShg,Wd Sdng,Wd Sdng,BrkCmn,70,Gd,TA,CBlock,TA,TA,No,BLQ,650,Rec,180,178,1008,GasA,Ex,Y,SBrkr,1363,0,0,1363,1,0,1,0,2,1,TA,6,Min1,2,TA,CarPort,1951,Unf,1,288,TA,TA,Y,324,42,0,0,168,0,NA,NA,Shed,2000,6,2009,WD,Normal,164900 +512,120,RL,40,6792,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,94,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1368,1368,GasA,Ex,Y,SBrkr,1368,0,0,1368,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,474,TA,TA,Y,132,35,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,202665 +513,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1958,1958,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,521,LwQ,174,169,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,129900 +514,20,RL,71,9187,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,6,5,1983,1983,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,ALQ,336,Unf,0,748,1084,GasA,TA,Y,SBrkr,1080,0,0,1080,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1983,Unf,2,484,TA,TA,Y,120,0,158,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,134000 +515,45,RL,55,10594,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Unf,5,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,768,768,Grav,Fa,N,SBrkr,789,0,0,789,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,200,Po,Po,Y,0,0,112,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,96500 +516,20,RL,94,12220,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2009,2009,Hip,CompShg,CemntBd,CmentBd,BrkFace,305,Ex,TA,CBlock,Ex,TA,No,GLQ,1436,Unf,0,570,2006,GasA,Ex,Y,SBrkr,2020,0,0,2020,1,0,2,1,3,1,Ex,9,Typ,1,Gd,Attchd,2009,Fin,3,900,TA,TA,Y,156,54,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,402861 +517,80,RL,NA,10448,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,333,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,689,689,GasA,TA,Y,SBrkr,1378,741,0,2119,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1972,RFn,2,583,TA,TA,Y,0,104,0,0,0,0,NA,GdPrv,NA,0,8,2009,COD,Abnorml,158000 +518,60,RL,79,10208,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,921,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1264,1264,GasA,Ex,Y,SBrkr,1277,1067,0,2344,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1996,RFn,3,889,TA,TA,Y,220,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,265000 +519,60,RL,NA,9531,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,706,Unf,0,88,794,GasA,Ex,Y,SBrkr,882,914,0,1796,1,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1998,RFn,2,546,TA,TA,Y,0,36,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,211000 +520,70,RL,53,10918,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,9,1926,2004,Gambrel,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,1276,1276,GasA,Ex,Y,SBrkr,1276,804,0,2080,0,0,1,1,3,1,Gd,9,Typ,2,Gd,Detchd,1926,Unf,1,282,TA,TA,Y,0,0,0,0,145,0,NA,MnPrv,NA,0,6,2009,WD,Normal,234000 +521,190,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,7,1900,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseA,694,600,0,1294,0,0,2,0,3,2,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,220,114,210,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,106250 +522,20,RL,90,11988,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1957,1957,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,777,Unf,0,467,1244,GasA,Ex,Y,FuseA,1244,0,0,1244,0,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,Unf,1,336,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,150000 +523,50,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,6,7,1947,1950,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,399,Unf,0,605,1004,GasA,Ex,Y,SBrkr,1004,660,0,1664,0,0,2,0,3,1,TA,7,Typ,2,Gd,Detchd,1950,Unf,2,420,TA,TA,Y,0,24,36,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,159000 +524,60,RL,130,40094,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Edwards,PosN,PosN,1Fam,2Story,10,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,762,Ex,TA,PConc,Ex,TA,Gd,GLQ,2260,Unf,0,878,3138,GasA,Ex,Y,SBrkr,3138,1538,0,4676,1,0,3,1,3,1,Ex,11,Typ,1,Gd,BuiltIn,2007,Fin,3,884,TA,TA,Y,208,406,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,184750 +525,60,RL,95,11787,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,594,Gd,TA,PConc,Gd,TA,No,GLQ,719,Unf,0,660,1379,GasA,Ex,Y,SBrkr,1383,1015,0,2398,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1996,Fin,3,834,TA,TA,Y,239,60,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,315750 +526,20,FV,62,7500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1257,1257,GasA,Ex,Y,SBrkr,1266,0,0,1266,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2005,Unf,2,453,TA,TA,Y,38,144,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,176000 +527,20,RL,70,13300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1956,2000,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,No,Rec,377,Unf,0,551,928,GasA,TA,Y,SBrkr,928,0,0,928,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1956,Unf,1,252,TA,TA,Y,261,0,156,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,132000 +528,60,RL,67,14948,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,268,Ex,TA,PConc,Ex,TA,Av,GLQ,1330,Unf,0,122,1452,GasA,Ex,Y,SBrkr,1476,1237,0,2713,1,0,2,1,3,1,Ex,11,Typ,1,Gd,Attchd,2008,Fin,3,858,TA,TA,Y,126,66,0,0,0,0,NA,NA,NA,0,11,2008,New,Partial,446261 +529,30,RL,58,9098,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,7,1920,2002,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,ALQ,348,Unf,0,180,528,GasA,Ex,Y,SBrkr,605,0,0,605,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,144,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,86000 +530,20,RL,NA,32668,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,3,1957,1975,Hip,CompShg,Wd Sdng,Stone,NA,NA,Gd,TA,PConc,TA,TA,No,Rec,1219,Unf,0,816,2035,GasA,TA,Y,SBrkr,2515,0,0,2515,1,0,3,0,4,2,TA,9,Maj1,2,TA,Attchd,1975,RFn,2,484,TA,TA,Y,0,0,200,0,0,0,NA,NA,NA,0,3,2007,WD,Alloca,200624 +531,80,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,SLvl,6,5,1988,1989,Gable,CompShg,HdBoard,HdBoard,BrkFace,219,Gd,TA,CBlock,Gd,TA,Av,GLQ,783,Unf,0,678,1461,GasA,Ex,Y,SBrkr,1509,0,0,1509,1,0,2,0,3,1,Gd,5,Typ,1,Fa,Attchd,1988,RFn,2,600,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Abnorml,175000 +532,70,RM,60,6155,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,BrkSide,RRNn,Feedr,1Fam,2Story,6,8,1920,1999,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,Fa,Mn,Unf,0,Unf,0,611,611,GasA,Ex,Y,SBrkr,751,611,0,1362,0,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Fin,2,502,TA,Fa,Y,0,0,84,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,128000 +533,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1955,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,827,0,0,827,0,0,1,0,2,1,TA,5,Mod,1,Po,Detchd,1967,Unf,1,392,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,107500 +534,20,RL,50,5000,Pave,NA,Reg,Low,AllPub,Inside,Mod,BrkSide,Norm,Norm,1Fam,1Story,1,3,1946,1950,Gable,CompShg,VinylSd,VinylSd,None,0,Fa,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,FuseF,334,0,0,334,0,0,1,0,1,1,Fa,2,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,39300 +535,60,RL,74,9056,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,Av,Unf,0,Unf,0,707,707,GasA,Ex,Y,SBrkr,707,707,0,1414,0,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,403,TA,TA,Y,100,35,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,178000 +536,190,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,2Story,5,7,1910,1991,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,969,Unf,0,148,1117,GasA,TA,Y,SBrkr,820,527,0,1347,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,85,0,148,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,107500 +537,60,RL,57,8924,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,880,880,GasA,Ex,Y,SBrkr,880,844,0,1724,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,1998,Fin,2,527,TA,TA,Y,120,155,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,188000 +538,20,RL,NA,12735,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,600,Unf,0,264,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1980,Unf,2,576,TA,TA,Y,216,0,0,0,0,0,NA,MnWw,NA,0,4,2008,COD,Normal,111250 +539,20,RL,NA,11553,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,Plywood,Plywood,BrkFace,188,TA,TA,CBlock,TA,TA,No,BLQ,673,Unf,0,378,1051,GasA,TA,Y,SBrkr,1159,0,0,1159,0,0,1,1,3,1,TA,7,Typ,1,Fa,Attchd,1968,Unf,1,336,TA,TA,Y,466,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,158000 +540,20,RL,NA,11423,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,479,Gd,TA,PConc,Gd,TA,Av,GLQ,1358,Unf,0,223,1581,GasA,Ex,Y,SBrkr,1601,0,0,1601,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,670,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,Shed,2000,5,2010,WD,Normal,272000 +541,20,RL,85,14601,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,584,Ex,TA,PConc,Ex,TA,Av,GLQ,1260,Unf,0,578,1838,GasA,Ex,Y,SBrkr,1838,0,0,1838,1,0,2,0,2,1,Ex,8,Typ,1,Gd,Attchd,2006,Fin,3,765,TA,TA,Y,270,68,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,315000 +542,60,RL,NA,11000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,72,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,969,969,GasA,Ex,Y,SBrkr,997,1288,0,2285,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2000,Fin,3,648,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,248000 +543,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,7,5,1998,1999,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,LwQ,144,GLQ,1127,379,1650,GasA,Ex,Y,SBrkr,1680,0,0,1680,1,0,2,0,3,1,Gd,7,Maj1,1,TA,Attchd,1998,Fin,2,583,TA,TA,Y,78,73,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,213250 +544,120,RH,34,4058,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,TwnhsE,SFoyer,7,5,1998,1998,Gable,CompShg,MetalSd,MetalSd,BrkFace,182,TA,TA,PConc,Gd,TA,Av,GLQ,584,LwQ,139,0,723,GasA,Ex,Y,SBrkr,767,0,0,767,1,0,1,0,1,1,TA,4,Typ,0,NA,Attchd,1998,Fin,1,367,TA,TA,Y,120,40,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,133000 +545,60,RL,58,17104,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,GLQ,554,Unf,0,100,654,GasA,Ex,Y,SBrkr,664,832,0,1496,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,426,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,179665 +546,50,RL,NA,13837,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1.5Fin,7,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,178,Gd,Gd,PConc,Gd,Gd,No,GLQ,1002,LwQ,202,0,1204,GasA,Gd,Y,SBrkr,1377,806,0,2183,0,0,2,1,4,1,Gd,9,Typ,0,NA,Attchd,1988,Unf,3,786,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,229000 +547,50,RL,70,8737,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1923,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,300,Unf,0,765,1065,GasA,Ex,Y,FuseA,915,720,0,1635,0,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1950,Unf,2,440,TA,TA,Y,0,38,0,144,0,0,NA,NA,NA,0,5,2007,WD,Normal,210000 +548,85,RL,54,7244,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,7,1970,1970,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,Gd,TA,Av,ALQ,619,Unf,0,149,768,GasA,Ex,Y,SBrkr,768,0,0,768,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1987,Unf,2,624,TA,TA,Y,104,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,129500 +549,20,RM,49,8235,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,OldTown,Feedr,RRNn,1Fam,1Story,5,7,1955,1995,Gable,CompShg,MetalSd,MetalSd,None,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,NA,Detchd,1963,RFn,2,720,TA,TA,Y,140,50,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,125000 +550,60,FV,75,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,912,912,GasA,Ex,Y,SBrkr,912,1182,0,2094,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,615,TA,TA,Y,182,182,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,263000 +551,120,RL,53,4043,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,559,Unf,0,510,1069,GasA,TA,Y,SBrkr,1069,0,0,1069,0,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1977,RFn,2,440,TA,TA,Y,0,55,0,0,200,0,NA,NA,NA,0,10,2008,COD,Abnorml,140000 +552,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1957,1957,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,308,Unf,0,620,928,GasA,Gd,Y,FuseA,928,0,0,928,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1957,Fin,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,112500 +553,20,RL,87,11146,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,250,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1709,1709,GasA,Ex,Y,SBrkr,1717,0,0,1717,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,908,TA,TA,Y,169,39,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,255500 +554,20,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,4,5,1949,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1126,0,0,1126,0,0,2,0,2,1,Gd,5,Typ,0,NA,Detchd,2002,Fin,2,520,TA,TA,N,0,96,0,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal,108000 +555,60,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,292,Gd,TA,PConc,Gd,TA,No,GLQ,866,Unf,0,132,998,GasA,Ex,Y,SBrkr,1006,1040,0,2046,1,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2003,RFn,3,871,TA,TA,Y,320,62,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,284000 +556,45,RM,58,6380,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,5,6,1922,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,993,993,GasA,TA,Y,FuseA,1048,0,0,1048,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1922,Unf,1,280,TA,TA,Y,0,0,116,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,113000 +557,20,RL,69,14850,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,895,Unf,0,197,1092,GasA,TA,Y,FuseA,1092,0,0,1092,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1957,Fin,1,299,TA,TA,Y,268,0,0,0,122,0,NA,MnWw,NA,0,5,2006,WD,Normal,141000 +558,50,C (all),60,11040,Pave,NA,Reg,Low,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,6,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,637,Unf,0,0,637,GasA,Gd,Y,SBrkr,897,439,0,1336,0,0,1,1,3,1,TA,7,Typ,0,NA,CarPort,1994,Unf,1,570,TA,TA,Y,0,47,120,0,0,0,NA,NA,NA,0,9,2006,COD,Normal,108000 +559,60,RL,57,21872,Pave,NA,IR2,HLS,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,604,Unf,0,125,729,GasA,Ex,Y,SBrkr,729,717,0,1446,0,1,2,1,3,1,TA,6,Typ,1,TA,Attchd,1996,Unf,2,406,TA,TA,Y,264,22,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,175000 +560,120,RL,NA,3196,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,18,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1374,1374,GasA,Ex,Y,SBrkr,1557,0,0,1557,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,420,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,234000 +561,20,RL,NA,11341,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1957,1996,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,180,TA,TA,CBlock,Gd,TA,No,ALQ,1302,Unf,0,90,1392,GasA,TA,Y,SBrkr,1392,0,0,1392,1,0,1,1,3,1,TA,5,Mod,1,Gd,Detchd,1957,Unf,2,528,TA,TA,Y,0,0,0,0,95,0,NA,NA,NA,0,5,2010,WD,Normal,121500 +562,20,RL,77,10010,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1974,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,1071,LwQ,123,195,1389,GasA,Gd,Y,SBrkr,1389,0,0,1389,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1975,RFn,2,418,TA,TA,Y,240,38,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,170000 +563,30,RL,63,13907,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1940,1969,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,290,Unf,0,706,996,GasA,Ex,Y,SBrkr,996,0,0,996,1,0,1,0,3,1,TA,6,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,Y,144,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,108000 +564,50,RL,66,21780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,7,1918,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Unf,0,Unf,0,1163,1163,GasA,Ex,Y,SBrkr,1163,511,0,1674,0,0,2,0,4,1,TA,8,Typ,1,Gd,Detchd,1955,Fin,2,396,TA,TA,N,72,36,0,0,144,0,NA,NA,NA,0,7,2008,WD,Normal,185000 +565,60,RL,NA,13346,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1992,2000,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,728,Unf,0,367,1095,GasA,Ex,Y,SBrkr,1166,1129,0,2295,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1992,RFn,2,590,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,268000 +566,70,RL,66,6858,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,2Story,6,4,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,806,806,GasA,TA,N,FuseF,841,806,0,1647,1,0,1,1,4,1,Fa,6,Typ,0,NA,Detchd,1920,Unf,1,216,TA,TA,Y,0,66,136,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,128000 +567,60,RL,77,11198,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,245,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1122,1122,GasA,Ex,Y,SBrkr,1134,1370,0,2504,0,0,2,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2005,Fin,3,656,TA,TA,Y,144,39,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,325000 +568,20,RL,70,10171,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,168,Gd,TA,PConc,Gd,TA,No,GLQ,2,Unf,0,1515,1517,GasA,Ex,Y,SBrkr,1535,0,0,1535,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,532,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,214000 +569,50,RL,79,12327,Pave,NA,IR1,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,1.5Fin,8,8,1983,2009,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1441,Unf,0,55,1496,GasA,Ex,Y,SBrkr,1496,636,0,2132,1,0,1,1,1,1,Gd,5,Min2,1,Gd,BuiltIn,1983,Fin,2,612,Gd,TA,Y,349,40,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,316600 +570,90,RL,NA,7032,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,SFoyer,5,5,1979,1979,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,943,Unf,0,0,943,GasA,TA,Y,SBrkr,943,0,0,943,1,0,1,0,2,1,TA,4,Typ,2,TA,Detchd,1979,Unf,2,600,TA,TA,Y,42,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,135960 +571,90,RL,74,13101,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1965,1965,Gable,CompShg,HdBoard,HdBoard,BrkFace,108,TA,TA,CBlock,TA,TA,No,LwQ,231,Unf,0,1497,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,0,2,0,6,2,TA,10,Typ,0,NA,Detchd,1987,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,142600 +572,20,RL,60,7332,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Gable,CompShg,WdShing,Wd Shng,BrkFace,207,TA,TA,CBlock,TA,TA,No,BLQ,414,Unf,0,450,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,2,1,Gd,4,Typ,0,NA,Attchd,1959,Unf,1,288,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml,120000 +573,60,RL,83,13159,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,846,846,GasA,Gd,Y,SBrkr,846,846,0,1692,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,650,TA,TA,Y,208,114,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,224500 +574,80,RL,76,9967,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,8,Typ,1,TA,BuiltIn,2000,RFn,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,170000 +575,80,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1971,2005,Gambrel,CompShg,MetalSd,AsphShn,BrkFace,82,TA,TA,CBlock,TA,TA,Av,ALQ,349,Unf,0,23,372,GasA,TA,Y,SBrkr,576,533,0,1109,0,1,1,0,3,1,TA,5,Typ,0,NA,BuiltIn,1971,Unf,1,288,TA,TA,Y,35,0,0,0,0,0,NA,GdWo,NA,0,12,2007,WD,Normal,139000 +576,50,RL,80,8480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,5,1947,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,442,Unf,0,390,832,GasA,TA,Y,SBrkr,832,384,0,1216,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1947,Unf,1,336,TA,TA,Y,158,0,102,0,0,0,NA,NA,NA,0,10,2008,COD,Abnorml,118500 +577,50,RL,52,6292,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,7,7,1928,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,861,861,GasA,Gd,Y,SBrkr,877,600,0,1477,0,1,2,0,3,1,TA,6,Typ,1,Gd,Detchd,1928,Unf,1,216,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,145000 +578,80,RL,96,11777,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,97,TA,TA,CBlock,TA,TA,Av,LwQ,328,ALQ,551,285,1164,GasA,Ex,Y,SBrkr,1320,0,0,1320,1,0,1,0,3,1,TA,6,Typ,2,Fa,Attchd,1966,RFn,2,564,TA,TA,Y,160,68,240,0,0,0,NA,NA,NA,0,5,2006,WD,Abnorml,164500 +579,160,FV,34,3604,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,689,689,GasA,Ex,Y,SBrkr,703,689,0,1392,0,0,2,0,2,1,Gd,5,Typ,0,NA,Detchd,2007,Unf,2,540,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,2,2008,WD,Abnorml,146000 +580,50,RM,81,12150,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,BrkFace,335,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1050,1050,GasA,Ex,N,FuseF,1050,745,0,1795,0,0,2,0,4,1,TA,7,Typ,0,NA,Attchd,1954,Unf,1,352,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,131500 +581,20,RL,NA,14585,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1960,1987,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,85,TA,TA,CBlock,TA,TA,No,BLQ,594,Rec,219,331,1144,GasA,Ex,Y,SBrkr,1429,0,0,1429,0,1,1,0,3,1,Gd,7,Typ,2,Gd,Attchd,1960,Unf,2,572,TA,TA,Y,216,110,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,181900 +582,20,RL,98,12704,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,BrkFace,306,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,2042,2042,GasA,Ex,Y,SBrkr,2042,0,0,2042,0,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2009,RFn,3,1390,TA,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,8,2009,New,Partial,253293 +583,90,RL,81,11841,Grvl,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,6,5,1990,1990,Gable,CompShg,HdBoard,HdBoard,BrkFace,104,TA,Gd,CBlock,Gd,TA,Av,GLQ,816,Unf,0,0,816,GasA,TA,Y,SBrkr,816,0,0,816,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,32,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,118500 +584,75,RM,75,13500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,PosA,1Fam,2.5Unf,10,9,1893,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Ex,Ex,BrkTil,TA,TA,No,Unf,0,Unf,0,1237,1237,GasA,Gd,Y,SBrkr,1521,1254,0,2775,0,0,3,1,3,1,Gd,9,Typ,1,Gd,Detchd,1988,Unf,2,880,Gd,TA,Y,105,502,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,325000 +585,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,7,1935,1995,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,989,584,0,1573,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1935,Unf,1,240,TA,TA,Y,0,0,54,0,120,0,NA,NA,NA,0,7,2009,WD,Normal,133000 +586,20,RL,88,11443,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,208,Gd,TA,PConc,Ex,TA,Gd,GLQ,1460,Unf,0,408,1868,GasA,Ex,Y,SBrkr,2028,0,0,2028,1,0,2,0,2,1,Gd,7,Typ,2,Gd,Attchd,2005,RFn,3,880,TA,TA,Y,326,66,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,369900 +587,30,RL,55,10267,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1Story,6,7,1918,2000,Gable,CompShg,Stucco,Wd Shng,None,0,TA,Gd,BrkTil,TA,Gd,Mn,Rec,210,ALQ,606,0,816,GasA,Ex,Y,SBrkr,838,0,0,838,1,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1961,Fin,1,275,TA,TA,N,0,0,112,0,0,0,NA,MnWw,NA,0,5,2008,WD,Normal,130000 +588,85,RL,74,8740,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,6,1982,1982,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,672,Unf,0,168,840,GasA,TA,Y,SBrkr,860,0,0,860,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1996,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,137000 +589,20,RL,65,25095,Pave,NA,IR1,Low,AllPub,Inside,Sev,ClearCr,Norm,Norm,1Fam,1Story,5,8,1968,2003,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Gd,GLQ,1324,Unf,0,113,1437,GasA,Ex,Y,SBrkr,1473,0,0,1473,2,0,1,0,1,1,Ex,5,Typ,2,Gd,Attchd,1968,Unf,1,452,TA,TA,Y,0,48,0,0,60,0,NA,NA,NA,0,6,2009,WD,Partial,143000 +590,40,RM,50,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Feedr,1Fam,1Story,5,6,1930,1960,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,742,742,GasA,TA,Y,FuseA,779,0,156,935,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1988,Unf,1,308,TA,TA,P,0,0,0,0,0,0,NA,NA,Shed,600,8,2008,WD,Normal,79500 +591,60,RL,64,8320,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,490,Unf,0,280,770,GasA,Ex,Y,SBrkr,770,812,0,1582,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,520,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,185900 +592,60,RL,97,13478,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,10,5,2008,2008,Gable,CompShg,CemntBd,CmentBd,Stone,420,Ex,TA,PConc,Ex,TA,Gd,GLQ,1338,Unf,0,384,1722,GasA,Ex,Y,SBrkr,1728,568,0,2296,1,0,2,1,3,1,Ex,10,Typ,1,Gd,BuiltIn,2008,RFn,3,842,TA,TA,Y,382,274,0,0,0,0,NA,NA,NA,0,6,2009,ConLI,Normal,451950 +593,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,8,1982,2003,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,PConc,TA,Gd,No,GLQ,816,Unf,0,0,816,GasA,Ex,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1985,Fin,2,816,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,138000 +594,120,RM,NA,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,685,Unf,0,163,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,140000 +595,20,RL,88,7990,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,924,924,GasA,TA,Y,SBrkr,924,0,0,924,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,110000 +596,20,RL,69,11302,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,Other,BrkFace,238,Gd,TA,PConc,Gd,TA,Gd,GLQ,1422,Unf,0,392,1814,GasA,Ex,Y,SBrkr,1826,0,0,1826,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2005,Fin,3,758,TA,TA,Y,180,75,0,0,120,0,NA,NA,NA,0,8,2006,New,Partial,319000 +597,70,RM,60,3600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,7,1910,1993,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,684,684,GasA,Ex,N,FuseA,684,684,0,1368,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1930,Unf,1,216,TA,Fa,N,0,158,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,114504 +598,120,RL,53,3922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,72,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1258,1258,GasA,Ex,Y,SBrkr,1402,0,0,1402,0,2,0,2,2,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,120,16,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial,194201 +599,20,RL,80,12984,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,459,TA,TA,CBlock,Gd,TA,Mn,ALQ,1283,LwQ,147,0,1430,GasA,Ex,Y,SBrkr,1647,0,0,1647,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1977,Fin,2,621,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,217500 +600,160,RM,24,1950,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,Gd,TA,No,LwQ,81,GLQ,612,23,716,GasA,TA,Y,SBrkr,716,840,0,1556,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1980,Fin,2,452,TA,TA,Y,161,0,0,0,0,0,NA,GdPrv,NA,0,7,2008,COD,Normal,151000 +601,60,RL,74,10927,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,280,Gd,TA,PConc,Gd,TA,Av,GLQ,546,Unf,0,512,1058,GasA,Ex,Y,SBrkr,1058,846,0,1904,1,0,2,1,3,1,Ex,8,Typ,1,Gd,BuiltIn,2003,Fin,2,736,TA,TA,Y,179,60,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,275000 +602,50,RM,50,9000,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1937,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,780,780,GasA,TA,Y,SBrkr,780,595,0,1375,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Detchd,1979,Unf,1,544,TA,TA,P,0,162,0,0,126,0,NA,NA,NA,0,12,2007,WD,Normal,141000 +603,60,RL,80,10041,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,789,Unf,0,119,908,GasA,Ex,Y,SBrkr,927,988,0,1915,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,Fin,2,506,TA,TA,Y,120,150,0,0,0,0,NA,NA,NA,0,2,2006,WD,Abnorml,220000 +604,160,FV,30,3182,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,600,600,0,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,RFn,2,480,TA,TA,Y,0,172,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,151000 +605,20,RL,88,12803,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,99,Gd,TA,PConc,Gd,TA,Mn,GLQ,922,Unf,0,572,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2002,RFn,2,530,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,221000 +606,60,RL,85,13600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1965,1990,Gable,CompShg,HdBoard,HdBoard,BrkFace,176,TA,TA,CBlock,TA,TA,No,BLQ,454,Unf,0,314,768,GasA,TA,Y,SBrkr,1186,800,0,1986,0,0,2,1,3,1,TA,7,Typ,3,Fa,Attchd,1965,Unf,2,486,TA,TA,Y,0,42,0,0,189,0,NA,NA,NA,0,10,2009,WD,Normal,205000 +607,20,RL,82,12464,Pave,NA,IR2,Low,AllPub,Corner,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,GLQ,732,Unf,0,308,1040,GasA,Gd,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,2000,Unf,2,576,TA,TA,Y,168,0,0,0,0,0,NA,GdPrv,NA,0,11,2009,WD,Normal,152000 +608,20,RL,78,7800,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,2Story,5,8,1948,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,Gd,No,GLQ,603,Unf,0,293,896,GasA,Ex,Y,SBrkr,1112,896,0,2008,1,0,3,0,3,1,Ex,8,Typ,0,NA,Attchd,1948,Unf,1,230,TA,TA,Y,103,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,225000 +609,70,RL,78,12168,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,6,1934,1998,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,428,Unf,0,537,965,GasA,TA,Y,SBrkr,1940,1254,0,3194,0,0,2,1,4,1,TA,10,Typ,2,Gd,Basment,1934,Unf,2,380,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Alloca,359100 +610,20,RL,61,7943,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,5,1961,1961,Gable,CompShg,VinylSd,VinylSd,BrkCmn,192,TA,Fa,CBlock,TA,TA,Mn,Rec,903,Unf,0,126,1029,GasA,Gd,Y,SBrkr,1029,0,0,1029,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1961,Unf,1,261,TA,TA,Y,64,0,39,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,118500 +611,60,RL,NA,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,PosN,Norm,1Fam,2Story,9,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,204,Gd,TA,PConc,Ex,TA,Mn,GLQ,904,Unf,0,536,1440,GasA,Ex,Y,SBrkr,1476,677,0,2153,1,0,2,1,3,1,Ex,8,Typ,2,Ex,Attchd,2000,Fin,3,736,TA,TA,Y,253,142,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,313000 +612,80,RL,NA,10395,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,233,TA,TA,CBlock,Gd,TA,Av,ALQ,605,Unf,0,427,1032,GasA,TA,Y,SBrkr,1032,0,0,1032,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1978,Unf,2,564,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,500,7,2007,WD,Normal,148000 +613,60,RL,NA,11885,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,Gd,TA,PConc,Gd,TA,Av,GLQ,990,Unf,0,309,1299,GasA,Ex,Y,SBrkr,1299,573,0,1872,1,0,2,1,3,1,Ex,7,Typ,1,TA,BuiltIn,2001,RFn,2,531,TA,TA,Y,160,122,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,261500 +614,20,RL,70,8402,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Feedr,Norm,1Fam,1Story,5,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,206,Unf,0,914,1120,GasA,Ex,Y,SBrkr,1120,0,0,1120,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,30,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,147000 +615,180,RM,21,1491,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,SFoyer,4,6,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,LwQ,150,GLQ,480,0,630,GasA,Ex,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,96,24,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,75500 +616,85,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,SFoyer,6,7,1963,1963,Gable,CompShg,MetalSd,MetalSd,BrkFace,156,TA,Gd,PConc,TA,TA,Gd,GLQ,763,Unf,0,173,936,GasA,Ex,Y,SBrkr,1054,0,0,1054,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1963,RFn,2,480,TA,TA,Y,120,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Abnorml,137500 +617,60,RL,NA,7861,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,457,Unf,0,326,783,GasA,Ex,Y,SBrkr,807,702,0,1509,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,2,393,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,183200 +618,45,RL,59,7227,Pave,NA,Reg,HLS,AllPub,Corner,Mod,NAmes,Artery,Norm,1Fam,1.5Unf,6,6,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,832,832,GasA,Gd,Y,SBrkr,832,0,0,832,0,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1962,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,105500 +619,20,RL,90,11694,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,452,Ex,TA,PConc,Ex,TA,Av,GLQ,48,Unf,0,1774,1822,GasA,Ex,Y,SBrkr,1828,0,0,1828,0,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2007,Unf,3,774,TA,TA,Y,0,108,0,0,260,0,NA,NA,NA,0,7,2007,New,Partial,314813 +620,60,RL,85,12244,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,Stone,226,Gd,TA,PConc,Gd,TA,Gd,GLQ,871,Unf,0,611,1482,GasA,Ex,Y,SBrkr,1482,780,0,2262,1,0,2,1,4,1,Gd,10,Typ,2,Gd,Attchd,2003,Fin,3,749,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,305000 +621,30,RL,45,8248,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1914,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,41,Unf,0,823,864,GasA,TA,N,FuseF,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,100,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,67000 +622,60,RL,90,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,7,1974,1997,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,956,Rec,182,384,1522,GasA,TA,Y,SBrkr,1548,1066,0,2614,0,0,2,1,4,1,TA,9,Typ,1,TA,Attchd,1974,RFn,2,624,TA,TA,Y,38,243,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,240000 +623,20,RL,71,7064,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,153,TA,TA,CBlock,TA,TA,No,BLQ,560,Unf,0,420,980,GasA,TA,Y,SBrkr,980,0,0,980,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1986,Unf,2,484,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,135000 +624,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,513,Gd,TA,PConc,Gd,TA,No,GLQ,420,Unf,0,336,756,GasA,Ex,Y,SBrkr,756,756,0,1512,0,0,2,1,2,1,Gd,4,Typ,1,TA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,168500 +625,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,288,TA,TA,CBlock,TA,TA,No,Rec,247,Unf,0,485,732,GasA,Gd,Y,SBrkr,1012,778,0,1790,1,0,1,2,4,1,TA,8,Min2,1,TA,Attchd,1972,RFn,2,484,TA,TA,Y,148,0,0,0,147,0,NA,NA,NA,0,11,2006,WD,Normal,165150 +626,20,RL,87,10000,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,261,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1116,1116,GasA,TA,Y,SBrkr,1116,0,0,1116,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1962,Unf,2,440,TA,TA,Y,0,0,0,0,385,0,NA,NA,NA,0,2,2010,WD,Normal,160000 +627,20,RL,NA,12342,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1978,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,978,978,GasA,TA,Y,SBrkr,1422,0,0,1422,0,0,1,0,3,1,TA,6,Min1,1,TA,Attchd,1960,RFn,1,286,TA,TA,Y,0,0,36,0,0,0,NA,GdWo,Shed,600,8,2007,WD,Normal,139900 +628,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1955,1972,Gable,CompShg,AsbShng,AsbShng,BrkFace,164,TA,TA,CBlock,TA,TA,Av,BLQ,674,LwQ,132,350,1156,GasA,Ex,Y,SBrkr,1520,0,0,1520,1,0,1,0,3,1,TA,7,Typ,2,Gd,Basment,1955,RFn,1,364,TA,TA,Y,0,0,189,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,153000 +629,60,RL,70,11606,Pave,NA,IR1,HLS,AllPub,Inside,Sev,NAmes,Norm,Norm,1Fam,2Story,5,5,1969,1969,Gable,CompShg,Plywood,Plywood,BrkFace,192,TA,TA,PConc,Gd,TA,Av,Rec,650,Unf,0,390,1040,GasA,TA,Y,SBrkr,1040,1040,0,2080,0,1,1,2,5,1,Fa,9,Typ,2,TA,Attchd,1969,Unf,2,504,TA,TA,Y,335,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Family,135000 +630,80,RL,82,9020,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,SLvl,6,5,1964,1964,Gable,WdShngl,Plywood,Wd Sdng,BrkFace,259,TA,TA,CBlock,TA,TA,Gd,GLQ,624,Rec,336,288,1248,GasA,TA,Y,SBrkr,1350,0,0,1350,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,520,TA,TA,Y,176,0,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,168500 +631,70,RM,50,9000,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,5,6,1880,1991,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,Fa,Fa,No,Unf,0,Unf,0,636,636,GasA,TA,Y,FuseA,1089,661,0,1750,0,0,1,0,3,1,Ex,8,Typ,0,NA,Detchd,1937,Unf,1,240,Fa,Po,N,0,0,293,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Abnorml,124000 +632,120,RL,34,4590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,108,Gd,TA,PConc,Gd,Gd,Mn,GLQ,24,Unf,0,1530,1554,GasA,Ex,Y,SBrkr,1554,0,0,1554,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,627,TA,TA,Y,156,73,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,209500 +633,20,RL,85,11900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,209,TA,Gd,CBlock,TA,TA,No,ALQ,822,Unf,0,564,1386,GasA,TA,Y,SBrkr,1411,0,0,1411,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1977,Fin,2,544,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Family,82500 +634,20,RL,80,9250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1954,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,480,LwQ,468,108,1056,GasA,TA,Y,SBrkr,1056,0,0,1056,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1954,Unf,1,260,TA,TA,Y,390,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,139400 +635,90,RL,64,6979,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,SFoyer,6,5,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,1056,Unf,0,0,1056,GasA,Gd,Y,SBrkr,1056,0,0,1056,2,0,0,0,0,2,TA,4,Typ,0,NA,Detchd,1980,Unf,2,576,TA,TA,Y,264,56,0,0,0,0,NA,GdPrv,Shed,600,6,2010,WD,Normal,144000 +636,190,RH,60,10896,Pave,Pave,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Feedr,Norm,2fmCon,2.5Fin,6,7,1914,1995,Hip,CompShg,VinylSd,VinylSd,None,0,Fa,TA,CBlock,TA,Fa,No,LwQ,256,Unf,0,1184,1440,GasA,Ex,Y,FuseA,1440,1440,515,3395,0,0,2,0,8,2,Fa,14,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,110,0,0,0,0,NA,NA,NA,0,3,2007,WD,Abnorml,200000 +637,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,2,3,1936,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Fa,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,264,264,Grav,Fa,N,FuseA,800,0,0,800,0,0,1,0,1,1,Fa,4,Maj1,1,Po,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2009,ConLw,Normal,60000 +638,190,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,5,4,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,811,811,GasA,TA,Y,FuseA,811,576,0,1387,0,0,2,0,3,2,Gd,7,Typ,0,NA,BuiltIn,1954,Unf,1,256,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,93000 +639,30,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,7,1910,1950,Gable,CompShg,MetalSd,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,796,796,GasA,Gd,Y,FuseA,796,0,0,796,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,P,328,0,164,0,0,0,NA,MnPrv,NA,0,5,2008,WD,Normal,85000 +640,120,RL,53,3982,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,GLQ,1154,Unf,0,366,1520,GasA,Ex,Y,SBrkr,1567,0,0,1567,1,0,2,0,1,1,Ex,7,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,312,0,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,264561 +641,120,RL,62,12677,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2003,2004,Hip,CompShg,MetalSd,MetalSd,BrkFace,472,Ex,TA,PConc,Ex,TA,Gd,GLQ,1218,Unf,0,300,1518,GasA,Ex,Y,SBrkr,1518,0,0,1518,0,0,1,1,1,1,Ex,6,Typ,1,Gd,Attchd,2003,RFn,2,588,TA,TA,Y,185,140,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,274000 +642,60,FV,NA,7050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,738,Unf,0,319,1057,GasA,Ex,Y,SBrkr,1057,872,0,1929,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2001,Fin,2,650,TA,TA,Y,0,235,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,226000 +643,80,RL,75,13860,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,8,7,1972,1995,Gable,CompShg,Plywood,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1410,Unf,0,542,1952,GasA,Gd,Y,SBrkr,2000,704,0,2704,1,0,2,1,4,1,Ex,9,Typ,3,TA,Attchd,1972,Fin,2,538,TA,TA,Y,269,111,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,345000 +644,60,RL,80,10793,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,5,5,1969,1969,Mansard,CompShg,WdShing,HdBoard,BrkFace,263,TA,TA,CBlock,TA,TA,No,Rec,493,BLQ,287,0,780,GasA,Ex,Y,SBrkr,780,840,0,1620,0,0,2,1,4,1,TA,7,Min1,0,NA,Attchd,1969,Fin,2,462,TA,TA,Y,208,0,0,0,0,0,NA,GdWo,NA,0,4,2007,WD,Normal,152000 +645,20,FV,85,9187,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,9,5,2009,2009,Gable,CompShg,CemntBd,CmentBd,Stone,162,Ex,TA,PConc,Ex,TA,Mn,GLQ,1121,Unf,0,645,1766,GasA,Ex,Y,SBrkr,1766,0,0,1766,1,0,2,1,2,1,Ex,7,Typ,1,Gd,Attchd,2009,Fin,3,478,TA,TA,Y,195,130,0,0,0,0,NA,NA,NA,0,10,2009,New,Partial,370878 +646,20,RL,NA,10530,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1971,1971,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,282,LwQ,35,664,981,GasA,TA,Y,SBrkr,981,0,0,981,1,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1979,Unf,2,576,TA,TA,Y,0,312,40,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,143250 +647,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1950,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1048,0,0,1048,0,0,1,0,3,1,TA,7,Min1,0,NA,Detchd,1950,Unf,2,420,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,98300 +648,20,RL,85,10452,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,Stone,216,TA,TA,CBlock,TA,TA,Mn,Rec,500,Unf,0,594,1094,GasA,Ex,Y,SBrkr,1094,0,0,1094,0,0,1,0,3,1,TA,5,Typ,2,Gd,Attchd,1953,RFn,2,495,TA,TA,Y,0,0,0,0,287,0,NA,NA,NA,0,6,2008,WD,Normal,155000 +649,60,RL,70,7700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,6,5,1966,1966,Gable,CompShg,MetalSd,MetalSd,BrkFace,351,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,756,756,GasA,TA,Y,SBrkr,1051,788,0,1839,0,0,1,1,4,1,TA,7,Typ,1,TA,Attchd,1966,Unf,2,442,TA,TA,Y,0,124,216,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,155000 +650,180,RM,21,1936,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,6,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,131,GLQ,499,0,630,GasA,Gd,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,12,2007,WD,Normal,84500 +651,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,6,2007,2007,Gable,CompShg,CemntBd,CmentBd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,813,813,GasA,Ex,Y,SBrkr,822,843,0,1665,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,562,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,205950 +652,70,RL,60,9084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,2Story,4,5,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,Unf,0,Unf,0,755,755,GasA,TA,Y,SBrkr,755,755,0,1510,1,0,1,0,4,1,TA,7,Typ,1,Gd,Detchd,1940,Unf,1,296,Fa,Po,P,120,0,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,108000 +653,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,880,880,GasA,Ex,Y,SBrkr,909,807,0,1716,0,0,2,1,2,1,Gd,7,Typ,1,TA,Attchd,1996,RFn,2,512,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,191000 +654,50,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,7,1906,1995,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,756,756,GasA,Ex,Y,SBrkr,756,713,0,1469,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1906,Unf,1,216,TA,TA,Y,57,0,239,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,135000 +655,20,RL,91,10437,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,6,1995,1995,Hip,CompShg,MetalSd,MetalSd,BrkFace,660,Gd,Gd,PConc,Gd,TA,Gd,GLQ,1696,Unf,0,413,2109,GasA,Ex,Y,SBrkr,2113,0,0,2113,1,0,2,1,2,1,Gd,7,Typ,1,TA,Attchd,1995,Fin,3,839,TA,TA,Y,236,46,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,350000 +656,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,ImStucc,BrkFace,381,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,525,525,GasA,TA,Y,SBrkr,525,567,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Family,88000 +657,20,RL,72,10007,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,2006,Gable,CompShg,HdBoard,HdBoard,BrkFace,54,Gd,TA,CBlock,TA,TA,No,ALQ,806,Unf,0,247,1053,GasA,Ex,Y,SBrkr,1053,0,0,1053,1,0,1,1,3,1,Gd,5,Typ,0,NA,Attchd,1959,RFn,1,312,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Normal,145500 +658,70,RL,60,7200,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,7,6,1931,2000,Gable,CompShg,Stucco,Wd Shng,None,0,TA,Fa,BrkTil,Gd,TA,No,Unf,0,Unf,0,776,776,GasA,TA,Y,SBrkr,851,651,0,1502,0,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1931,RFn,1,270,TA,TA,P,0,0,112,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal,149000 +659,50,RL,78,17503,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,5,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,912,912,GasA,TA,Y,SBrkr,912,546,0,1458,0,1,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1948,Unf,1,330,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,97500 +660,20,RL,75,9937,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1964,1999,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,TA,TA,No,BLQ,637,Unf,0,849,1486,GasA,Ex,Y,SBrkr,1486,0,0,1486,1,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1968,Fin,2,480,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,167000 +661,60,RL,NA,12384,Pave,NA,Reg,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,233,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,793,793,GasA,TA,Y,SBrkr,1142,793,0,1935,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,RFn,2,550,TA,TA,Y,0,113,252,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,197900 +662,60,RL,52,46589,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1994,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,528,Gd,TA,PConc,Gd,Gd,No,GLQ,1361,Rec,180,88,1629,GasA,Ex,Y,SBrkr,1686,762,0,2448,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,RFn,3,711,TA,TA,Y,517,76,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,402000 +663,20,RL,120,13560,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,3,1968,1968,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,216,TA,TA,CBlock,Fa,Fa,No,Unf,0,Unf,0,1392,1392,GasA,Gd,Y,SBrkr,1392,0,0,1392,1,0,1,0,2,1,TA,5,Maj2,2,TA,Attchd,1968,RFn,2,576,TA,TA,Y,0,0,240,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,110000 +664,85,RL,90,10012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,4,5,1972,1972,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,920,Rec,180,38,1138,GasA,TA,Y,SBrkr,1181,0,0,1181,1,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1974,RFn,2,588,TA,TA,Y,0,0,180,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,137500 +665,20,RL,49,20896,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Mn,GLQ,1721,Unf,0,356,2077,GasA,Ex,Y,SBrkr,2097,0,0,2097,1,0,1,1,1,1,Ex,8,Typ,1,Ex,Attchd,2005,Fin,3,1134,TA,TA,Y,192,267,0,0,0,0,NA,NA,NA,0,1,2006,New,Partial,423000 +666,60,RL,106,11194,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1406,1406,GasA,Ex,Y,SBrkr,1454,482,0,1936,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,2,504,TA,TA,Y,188,124,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,230500 +667,60,RL,NA,18450,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1965,1979,Flat,Tar&Grv,Plywood,Plywood,BrkCmn,113,TA,Gd,CBlock,Gd,TA,No,LwQ,187,Rec,723,111,1021,GasA,TA,Y,SBrkr,1465,915,0,2380,0,0,2,1,3,1,TA,7,Sev,1,Po,CarPort,1965,Unf,2,596,TA,TA,Y,0,265,0,0,0,0,NA,NA,NA,0,8,2007,WD,Abnorml,129000 +668,20,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1994,1998,Gable,CompShg,HdBoard,HdBoard,BrkFace,258,TA,TA,PConc,Gd,TA,No,GLQ,1138,Unf,0,270,1408,GasA,Ex,Y,SBrkr,1679,0,0,1679,1,0,2,0,3,1,Gd,7,Typ,1,Fa,Attchd,1994,RFn,2,575,TA,TA,Y,224,42,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,193500 +669,20,RL,NA,14175,Pave,NA,Reg,Bnk,AllPub,Corner,Mod,Sawyer,Norm,Norm,1Fam,1Story,5,6,1956,1987,Gable,CompShg,CemntBd,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,988,Unf,0,200,1188,GasA,Gd,Y,SBrkr,1437,0,0,1437,1,0,1,1,3,1,TA,6,Min2,1,TA,Detchd,1999,Unf,2,576,TA,TA,Y,304,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,168000 +670,30,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,4,5,1922,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,700,700,GasA,Ex,Y,SBrkr,1180,0,0,1180,0,0,1,0,2,1,Fa,5,Typ,1,Gd,Detchd,1922,Unf,1,252,TA,Fa,Y,0,0,67,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,137500 +671,60,RL,64,8633,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,193,Unf,0,545,738,GasA,Ex,Y,SBrkr,738,738,0,1476,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,Fin,2,540,TA,TA,Y,100,35,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,173500 +672,70,RH,54,6629,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,2Story,6,6,1925,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,551,Unf,0,121,672,GasA,TA,N,SBrkr,697,672,0,1369,1,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1930,Unf,1,300,TA,TA,Y,147,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,103600 +673,20,RL,NA,11250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,CBlock,Gd,TA,No,ALQ,767,Unf,0,441,1208,GasA,TA,Y,SBrkr,1208,0,0,1208,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1977,RFn,2,546,TA,TA,Y,198,42,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,165000 +674,20,RL,110,14442,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,7,1957,2004,Hip,CompShg,CemntBd,CmentBd,BrkFace,106,TA,TA,PConc,TA,TA,No,GLQ,1186,Unf,0,291,1477,GasA,Ex,Y,SBrkr,1839,0,0,1839,1,0,2,0,3,1,Gd,7,Typ,2,TA,Attchd,1957,Fin,2,416,TA,TA,Y,0,87,0,0,200,0,NA,NA,NA,0,6,2007,WD,Normal,257500 +675,20,RL,80,9200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,892,Unf,0,244,1136,GasA,TA,Y,SBrkr,1136,0,0,1136,1,0,1,0,3,1,TA,5,Typ,1,Gd,Attchd,1965,RFn,1,384,TA,TA,Y,426,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,140000 +676,160,RL,24,2289,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,6,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,311,Unf,0,544,855,GasA,TA,Y,SBrkr,855,586,0,1441,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,Unf,2,440,TA,TA,Y,28,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,148500 +677,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,2,1900,1950,Gable,CompShg,AsbShng,Stucco,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,1095,1095,GasW,Fa,N,SBrkr,1095,679,0,1774,1,0,2,0,4,2,TA,8,Min2,0,NA,2Types,1920,Unf,3,779,Fa,Fa,N,0,0,90,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,87000 +678,30,RL,52,9022,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,8,1924,2006,Gable,CompShg,VinylSd,VinylSd,None,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,NA,Detchd,1924,Unf,1,240,Fa,Fa,N,316,0,120,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,109500 +679,20,RL,80,11844,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,464,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,2046,2046,GasA,Ex,Y,SBrkr,2046,0,0,2046,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2008,Fin,3,834,TA,TA,Y,322,82,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,372500 +680,20,RL,NA,9945,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1961,1961,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,57,TA,TA,CBlock,TA,TA,No,Rec,827,Unf,0,161,988,GasA,TA,Y,SBrkr,988,0,0,988,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1963,Unf,2,572,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,128500 +681,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,543,BLQ,119,261,923,GasA,TA,Y,SBrkr,923,0,0,923,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1980,RFn,1,264,TA,TA,Y,80,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,143000 +682,50,RH,55,4500,Pave,Pave,IR2,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1932,2000,Gable,CompShg,VinylSd,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Rec,182,Unf,0,611,793,GasA,Ex,Y,SBrkr,848,672,0,1520,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1968,Unf,1,281,TA,TA,Y,0,0,56,0,0,0,NA,NA,NA,0,7,2009,WD,Abnorml,159434 +683,120,RL,NA,2887,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,5,1996,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,1003,Unf,0,288,1291,GasA,Ex,Y,SBrkr,1291,0,0,1291,1,0,1,0,2,1,Gd,6,Typ,1,Gd,Attchd,1996,Unf,2,431,TA,TA,Y,307,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,173000 +684,20,RL,90,11248,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,Stone,215,Gd,TA,PConc,Gd,TA,Av,GLQ,1059,Unf,0,567,1626,GasA,Ex,Y,SBrkr,1668,0,0,1668,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2002,Fin,3,702,TA,TA,Y,257,45,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,285000 +685,60,RL,58,16770,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,30,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1195,1195,GasA,Gd,Y,SBrkr,1195,644,0,1839,0,0,2,1,4,1,TA,7,Typ,0,NA,Attchd,1998,Fin,2,486,TA,TA,Y,0,81,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,221000 +686,160,RL,NA,5062,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,TwnhsE,2Story,7,5,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Mn,GLQ,828,LwQ,182,180,1190,GasA,Gd,Y,SBrkr,1190,900,0,2090,1,0,2,0,3,1,Gd,6,Min1,1,TA,Attchd,1984,Fin,2,577,TA,TA,Y,219,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,207500 +687,60,FV,84,10207,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,874,874,GasA,Ex,Y,SBrkr,874,887,0,1761,0,0,3,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,578,TA,TA,Y,144,105,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,227875 +688,160,FV,NA,5105,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,239,Unf,0,312,551,GasA,Ex,Y,SBrkr,551,551,0,1102,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,Unf,2,480,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,148800 +689,20,RL,60,8089,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,6,2007,2007,Gable,CompShg,MetalSd,MetalSd,BrkFace,0,Gd,TA,PConc,Gd,TA,Av,GLQ,945,Unf,0,474,1419,GasA,Ex,Y,SBrkr,1419,0,0,1419,1,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,2,567,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,392000 +690,120,RL,61,7577,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,256,Gd,TA,PConc,Gd,TA,Av,ALQ,20,Unf,0,1342,1362,GasA,Ex,Y,SBrkr,1362,0,0,1362,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,460,TA,TA,Y,192,28,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,194700 +691,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,147,Gd,TA,PConc,Gd,TA,Gd,GLQ,697,Unf,0,151,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,TA,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,141000 +692,60,RL,104,21535,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,6,1994,1995,Gable,WdShngl,HdBoard,HdBoard,BrkFace,1170,Ex,TA,PConc,Ex,TA,Gd,GLQ,1455,Unf,0,989,2444,GasA,Ex,Y,SBrkr,2444,1872,0,4316,0,1,3,1,4,1,Ex,10,Typ,2,Ex,Attchd,1994,Fin,3,832,TA,TA,Y,382,50,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,755000 +693,60,RL,42,26178,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Timber,Norm,Norm,1Fam,2Story,7,5,1989,1990,Hip,CompShg,MetalSd,MetalSd,BrkFace,293,Gd,TA,PConc,Gd,TA,Gd,GLQ,965,Unf,0,245,1210,GasA,Ex,Y,SBrkr,1238,1281,0,2519,1,0,2,1,4,1,Gd,9,Typ,2,Gd,Attchd,1989,RFn,2,628,TA,TA,Y,320,27,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,335000 +694,30,RL,60,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Sev,OldTown,Norm,Norm,1Fam,1Story,5,6,1921,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1073,1073,GasA,Ex,Y,SBrkr,1073,0,0,1073,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1968,Unf,1,326,TA,TA,Y,0,0,112,0,0,0,NA,NA,NA,0,12,2006,WD,Abnorml,108480 +695,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1936,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,927,927,GasA,TA,Y,SBrkr,1067,472,0,1539,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1995,Unf,2,576,TA,TA,Y,112,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,141500 +696,20,RL,54,13811,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,6,1987,1987,Gable,CompShg,HdBoard,HdBoard,BrkFace,72,TA,TA,CBlock,Gd,Gd,No,GLQ,980,LwQ,40,92,1112,GasA,Gd,Y,SBrkr,1137,0,0,1137,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1987,Unf,2,551,TA,TA,Y,125,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,176000 +697,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1921,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,616,Unf,0,0,616,GasA,Gd,Y,SBrkr,616,0,0,616,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1921,Unf,1,205,TA,TA,Y,0,0,129,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,89000 +698,20,RL,57,6420,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1952,1952,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Ex,Gd,Mn,LwQ,210,ALQ,551,219,980,GasA,Fa,Y,FuseA,1148,0,0,1148,0,1,1,0,2,1,TA,6,Typ,0,NA,Detchd,1952,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,123500 +699,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,8,1965,2009,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,553,BLQ,117,224,894,GasA,Ex,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,1,Gd,Detchd,1973,Unf,1,336,TA,TA,Y,416,144,0,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,138500 +700,120,FV,59,4282,Pave,Pave,IR2,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,16,Unf,0,1375,1391,GasA,Ex,Y,SBrkr,1391,0,0,1391,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2004,RFn,2,530,TA,TA,Y,156,158,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,196000 +701,20,RL,85,14331,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,630,Gd,TA,PConc,Ex,TA,Gd,GLQ,1274,Unf,0,526,1800,GasA,Ex,Y,SBrkr,1800,0,0,1800,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,3,765,TA,TA,Y,270,78,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,312500 +702,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1969,1969,Hip,CompShg,HdBoard,HdBoard,BrkFace,168,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1164,1164,GasA,TA,Y,SBrkr,1164,0,0,1164,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1969,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,COD,Normal,140000 +703,60,RL,82,12438,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,466,Ex,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1234,1234,GasA,Ex,Y,SBrkr,1264,1312,0,2576,0,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2006,Fin,3,666,TA,TA,Y,324,100,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,361919 +704,190,RM,76,7630,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Feedr,Norm,2fmCon,2Story,5,9,1900,1996,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,Gd,TA,No,Unf,0,Unf,0,360,360,GasA,Gd,Y,SBrkr,1032,780,0,1812,0,0,2,0,4,2,Gd,8,Typ,1,Po,Detchd,1999,Unf,2,672,TA,TA,N,344,0,40,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,140000 +705,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,109,Gd,TA,PConc,Gd,TA,Av,GLQ,712,Unf,0,761,1473,GasA,Ex,Y,SBrkr,1484,0,0,1484,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,606,TA,TA,Y,0,35,0,144,0,0,NA,NA,NA,0,5,2010,WD,Normal,213000 +706,190,RM,70,5600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,2Story,4,5,1930,1950,Hip,CompShg,VinylSd,Wd Shng,None,0,Fa,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,SBrkr,372,720,0,1092,0,0,2,0,3,2,Fa,7,Mod,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,Othr,3500,7,2010,WD,Normal,55000 +707,20,RL,NA,115149,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,5,1971,2002,Gable,CompShg,Plywood,Plywood,Stone,351,TA,TA,CBlock,Gd,TA,Gd,GLQ,1219,Unf,0,424,1643,GasA,TA,Y,SBrkr,1824,0,0,1824,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1971,Unf,2,739,TA,TA,Y,380,48,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,302000 +708,120,RL,48,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,176,Gd,TA,PConc,Gd,TA,No,GLQ,863,Unf,0,461,1324,GasA,Ex,Y,SBrkr,1324,0,0,1324,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,550,TA,TA,Y,192,38,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,254000 +709,60,RL,65,9018,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2007,Fin,2,400,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,179540 +710,20,RL,NA,7162,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkCmn,41,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,876,876,GasA,TA,Y,SBrkr,904,0,0,904,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,Unf,1,408,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,12,2008,WD,Abnorml,109900 +711,30,RL,56,4130,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,3,6,1935,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,270,270,GasA,Gd,Y,SBrkr,729,0,0,729,0,0,1,0,2,1,TA,5,Maj2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,52000 +712,50,C (all),66,8712,Pave,Pave,Reg,HLS,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,7,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Stone,TA,TA,Mn,Unf,0,Unf,0,859,859,GasA,Gd,Y,SBrkr,859,319,0,1178,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1964,RFn,1,384,TA,TA,N,68,0,98,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,102776 +713,120,RL,40,4671,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1988,1989,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,767,Unf,0,461,1228,GasA,Gd,Y,SBrkr,1228,0,0,1228,1,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,1988,Fin,2,472,TA,TA,Y,168,120,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,189000 +714,190,RL,60,9873,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,2fmCon,1Story,4,5,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,160,TA,TA,CBlock,TA,TA,Av,ALQ,789,Unf,0,171,960,GasW,TA,N,SBrkr,960,0,0,960,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1970,Unf,2,576,TA,TA,Y,0,288,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,129000 +715,60,RL,NA,13517,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,2Story,6,8,1976,2005,Gable,CompShg,HdBoard,Plywood,BrkFace,289,Gd,TA,CBlock,TA,TA,No,GLQ,533,Unf,0,192,725,GasA,Ex,Y,SBrkr,725,754,0,1479,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1976,RFn,2,475,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,130500 +716,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1974,1974,Hip,CompShg,HdBoard,HdBoard,BrkFace,174,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1064,1064,GasA,TA,Y,SBrkr,1350,0,0,1350,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1974,RFn,2,478,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,165000 +717,70,RM,60,10800,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1890,1998,Gable,CompShg,Wd Sdng,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,718,718,GasA,Ex,Y,SBrkr,1576,978,0,2554,0,0,1,1,3,1,TA,8,Typ,0,NA,Detchd,1996,Unf,2,704,TA,TA,P,0,48,143,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,159500 +718,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1973,2000,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,1084,Unf,0,92,1176,GasA,Gd,Y,SBrkr,1178,0,0,1178,0,1,1,1,3,1,Gd,5,Typ,1,Fa,Attchd,1973,Unf,2,439,TA,TA,Y,224,0,0,0,0,0,NA,MnPrv,NA,0,11,2008,WD,Normal,157000 +719,60,RL,96,10542,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1993,1994,Hip,CompShg,Wd Sdng,ImStucc,BrkFace,651,Gd,TA,PConc,Gd,TA,Gd,GLQ,1173,Unf,0,138,1311,GasA,Ex,Y,SBrkr,1325,1093,0,2418,1,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,3,983,TA,TA,Y,250,154,216,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,341000 +720,20,RL,69,9920,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1969,1969,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,523,Unf,0,448,971,GasA,TA,Y,SBrkr,971,0,0,971,0,0,1,1,3,1,TA,5,Typ,1,Po,Attchd,1969,Unf,1,300,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,128500 +721,120,RL,NA,6563,Pave,NA,IR1,Low,AllPub,CulDSac,Mod,StoneBr,Norm,Norm,1Fam,1Story,8,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1148,Unf,0,594,1742,GasA,TA,Y,SBrkr,1742,0,0,1742,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1985,RFn,2,564,TA,TA,Y,114,28,234,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,275000 +722,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Av,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2004,RFn,2,420,TA,TA,Y,160,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,143000 +723,20,RL,70,8120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1970,1970,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,191,Unf,0,673,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1994,Unf,2,463,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,124500 +724,50,RL,60,8172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,6,1954,1972,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,941,941,GasA,Ex,Y,SBrkr,997,473,0,1470,0,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1958,Unf,1,548,TA,TA,Y,0,0,0,0,156,0,NA,NA,NA,0,5,2008,WD,Normal,135000 +725,20,RL,86,13286,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,9,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,340,Ex,TA,PConc,Ex,TA,No,GLQ,1234,Unf,0,464,1698,GasA,Ex,Y,SBrkr,1698,0,0,1698,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,768,TA,TA,Y,327,64,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,320000 +726,20,RL,60,6960,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1970,1970,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,375,BLQ,239,250,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1989,Unf,2,660,TA,TA,Y,96,0,0,0,0,0,NA,NA,Shed,500,11,2009,WD,Normal,120500 +727,20,RL,NA,21695,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,9,1988,2007,Hip,CompShg,Wd Sdng,Plywood,BrkFace,260,Gd,Gd,CBlock,Gd,TA,No,GLQ,808,Unf,0,72,880,GasA,Ex,Y,SBrkr,1680,0,0,1680,1,0,2,0,3,1,Gd,5,Typ,1,Gd,Attchd,1988,Fin,2,540,TA,TA,Y,292,44,0,182,0,0,NA,NA,NA,0,12,2009,WD,Normal,222000 +728,20,RL,64,7314,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,82,Gd,TA,PConc,Gd,TA,Av,GLQ,724,Unf,0,508,1232,GasA,Ex,Y,SBrkr,1232,0,0,1232,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,632,TA,TA,Y,132,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,194500 +729,90,RL,85,11475,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1958,1958,Gable,CompShg,VinylSd,VinylSd,BrkFace,95,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1584,1584,GasA,TA,Y,SBrkr,1776,0,0,1776,1,0,2,0,4,2,TA,9,Typ,0,NA,Detchd,1968,Unf,3,888,TA,TA,Y,0,25,0,0,0,0,NA,NA,NA,0,7,2009,COD,Abnorml,110000 +730,30,RM,52,6240,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,5,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,152,Unf,0,628,780,GasA,TA,Y,FuseA,848,0,360,1208,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1962,Unf,2,539,TA,TA,Y,0,23,112,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,103000 +731,120,RL,39,5389,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1995,1996,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1180,Unf,0,415,1595,GasA,Ex,Y,SBrkr,1616,0,0,1616,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1995,RFn,2,608,TA,TA,Y,237,152,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,236500 +732,80,RL,73,9590,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,SLvl,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,442,Gd,TA,PConc,Ex,TA,Av,GLQ,786,Unf,0,82,868,GasA,Ex,Y,SBrkr,1146,0,0,1146,1,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2003,Fin,2,438,TA,TA,Y,160,22,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,187500 +733,60,RL,75,11404,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,202,Gd,TA,PConc,Gd,TA,Av,ALQ,252,Unf,0,901,1153,GasA,Ex,Y,SBrkr,1153,878,0,2031,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,2,541,TA,TA,Y,192,84,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,222500 +734,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1961,1983,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,594,Unf,0,270,864,GasA,Ex,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1961,RFn,1,264,TA,TA,Y,165,0,0,0,0,0,NA,GdWo,Shed,400,3,2009,WD,Normal,131400 +735,20,RL,NA,8978,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,948,948,GasA,TA,Y,SBrkr,948,0,0,948,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1968,Unf,1,300,TA,TA,Y,147,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Family,108000 +736,75,RM,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,7,1914,1970,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Rec,390,Unf,0,490,880,GasW,Fa,N,SBrkr,880,888,0,1768,0,0,1,1,2,1,TA,6,Typ,2,TA,Detchd,1914,Unf,2,320,TA,TA,N,0,341,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,163000 +737,90,RL,60,8544,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1950,1950,Gable,CompShg,Stucco,Stone,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,N,FuseF,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1949,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,93500 +738,60,RL,72,10463,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,893,893,GasA,Ex,Y,SBrkr,901,900,0,1801,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,3,800,TA,TA,Y,0,116,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,239900 +739,90,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1987,1988,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,Gd,Gd,GLQ,1200,Unf,0,0,1200,GasA,TA,Y,SBrkr,1200,0,0,1200,3,0,3,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,120,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Alloca,179000 +740,60,RL,65,9313,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,864,864,GasA,Ex,Y,SBrkr,864,864,0,1728,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,572,TA,TA,Y,187,56,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,190000 +741,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,7,1910,2002,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,Gd,BrkTil,Fa,Fa,No,Unf,0,Unf,0,264,264,GasA,Ex,Y,SBrkr,768,664,0,1432,0,0,2,0,2,1,TA,7,Typ,0,NA,Detchd,1910,Unf,2,360,TA,Gd,Y,270,0,112,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Abnorml,132000 +742,20,RL,65,6768,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,6,8,1961,1996,Hip,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,Mn,GLQ,832,Unf,0,80,912,GasA,Gd,Y,SBrkr,912,0,0,912,1,1,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1962,Unf,1,288,TA,TA,Y,168,0,0,0,0,0,NA,GdPrv,NA,0,5,2008,WD,Normal,142000 +743,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1349,1349,GasA,Ex,Y,SBrkr,1349,0,0,1349,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,2000,Unf,2,539,TA,TA,Y,120,55,0,0,0,0,NA,GdPrv,NA,0,12,2007,WD,Normal,179000 +744,80,RL,70,12886,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1963,1999,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,444,Unf,0,76,520,GasA,Ex,Y,SBrkr,1464,0,0,1464,0,1,2,0,3,1,TA,6,Min2,1,TA,Attchd,1997,RFn,2,480,TA,TA,Y,302,0,0,0,100,0,NA,NA,NA,0,10,2009,WD,Normal,175000 +745,120,RL,41,5395,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,733,Unf,0,604,1337,GasA,Gd,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1993,RFn,2,462,TA,TA,Y,96,0,70,168,0,0,NA,NA,NA,0,10,2008,WD,Normal,180000 +746,60,RL,NA,8963,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,8,9,1976,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,289,Ex,Gd,CBlock,TA,Gd,No,GLQ,575,ALQ,80,487,1142,GasA,Ex,Y,SBrkr,1175,1540,0,2715,0,1,3,1,4,1,Gd,11,Typ,2,TA,BuiltIn,1994,Fin,2,831,TA,TA,Y,0,204,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,299800 +747,60,RL,NA,8795,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,300,Unf,0,652,952,GasA,Ex,Y,SBrkr,980,1276,0,2256,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2000,Fin,2,554,TA,TA,Y,224,54,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,236000 +748,70,RM,65,11700,Pave,Pave,IR1,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1880,2003,Mansard,CompShg,Stucco,Stucco,None,0,Gd,TA,Stone,TA,Fa,No,Unf,0,Unf,0,1240,1240,GasW,TA,N,SBrkr,1320,1320,0,2640,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Detchd,1950,Unf,4,864,TA,TA,N,181,0,386,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,265979 +749,20,RL,59,10593,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,7,5,1996,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,338,Gd,TA,PConc,Gd,TA,No,GLQ,919,Unf,0,801,1720,GasA,Ex,Y,SBrkr,1720,0,0,1720,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1996,Fin,2,527,TA,TA,Y,240,56,154,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,260400 +750,50,RL,50,8405,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,3,1945,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,TA,N,FuseF,1088,441,0,1529,0,0,2,0,4,1,TA,9,Mod,0,NA,Detchd,1945,Unf,1,240,TA,TA,N,92,0,185,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,98000 +751,50,RM,55,8800,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,7,1910,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,576,576,GasA,Gd,Y,SBrkr,792,348,0,1140,0,0,1,0,3,1,TA,7,Min2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,160,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,96500 +752,60,RL,NA,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,660,660,0,1320,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2003,Fin,2,400,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,162000 +753,20,RL,79,9236,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,Gd,GLQ,1200,Unf,0,279,1479,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1997,RFn,2,576,TA,TA,Y,168,27,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,217000 +754,60,RL,80,10240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,178,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1030,1030,GasA,Gd,Y,SBrkr,1038,1060,0,2098,0,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2005,RFn,3,878,TA,TA,Y,192,52,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,275500 +755,20,RL,61,7930,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1969,2005,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,439,LwQ,472,115,1026,GasA,Gd,Y,SBrkr,1026,0,0,1026,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1969,RFn,2,440,TA,TA,Y,171,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,156000 +756,160,FV,34,3230,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,894,TA,TA,PConc,Gd,TA,No,GLQ,381,Unf,0,348,729,GasA,Gd,Y,SBrkr,742,729,0,1471,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1999,Unf,2,440,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,172500 +757,60,RL,68,10769,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,846,866,GasA,Ex,Y,SBrkr,866,902,0,1768,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,578,TA,TA,Y,144,105,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,212000 +758,60,RL,NA,11616,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,5,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkCmn,328,TA,TA,CBlock,TA,TA,Mn,Rec,438,Unf,0,234,672,GasA,TA,Y,SBrkr,672,714,0,1386,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1978,Fin,2,440,TA,TA,Y,335,0,0,0,0,0,NA,GdPrv,NA,0,4,2010,WD,Abnorml,158900 +759,160,FV,24,2280,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,360,TA,TA,PConc,Gd,TA,No,ALQ,549,Unf,0,195,744,GasA,Gd,Y,SBrkr,757,744,0,1501,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1999,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,179400 +760,60,RL,65,12257,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,513,Gd,TA,PConc,Gd,TA,Av,LwQ,56,ALQ,64,1198,1318,GasA,Ex,Y,SBrkr,1328,1203,0,2531,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1995,RFn,3,752,TA,TA,Y,222,98,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,290000 +761,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,Wd Sdng,Wd Sdng,None,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,NA,Detchd,2008,Unf,1,300,Ex,Ex,Y,0,0,0,0,0,0,NA,NA,Shed,450,10,2009,WD,Normal,127500 +762,30,RM,60,6911,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,5,5,1924,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,Mn,LwQ,405,Unf,0,740,1145,GasA,TA,Y,SBrkr,1301,0,0,1301,0,0,1,0,2,1,Fa,5,Min1,0,NA,Detchd,1965,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,100000 +763,60,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,24,Unf,0,732,756,GasA,Ex,Y,SBrkr,764,783,0,1547,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2009,Unf,2,614,TA,TA,Y,169,45,0,0,0,0,NA,NA,NA,0,6,2010,Con,Normal,215200 +764,60,RL,82,9430,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,673,Gd,TA,PConc,Gd,TA,Mn,GLQ,1163,Unf,0,89,1252,GasA,Ex,Y,SBrkr,1268,1097,0,2365,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,1999,RFn,3,856,TA,TA,Y,0,128,0,0,180,0,NA,NA,NA,0,7,2009,WD,Normal,337000 +765,120,RL,30,9549,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1995,1996,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,Gd,PConc,Gd,Gd,Av,LwQ,437,GLQ,1057,0,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,1,1,2,1,Ex,6,Typ,1,Gd,Attchd,1995,Fin,2,481,TA,TA,Y,0,30,0,0,216,0,NA,NA,NA,0,4,2006,WD,Normal,270000 +766,20,RL,75,14587,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,284,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1498,1498,GasA,Ex,Y,SBrkr,1506,0,0,1506,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2008,Fin,2,592,TA,TA,Y,0,174,0,0,0,0,NA,NA,NA,0,8,2008,New,Partial,264132 +767,60,RL,80,10421,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,42,TA,TA,CBlock,Gd,TA,No,GLQ,394,Unf,0,586,980,GasA,TA,Y,SBrkr,980,734,0,1714,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1988,Unf,2,496,TA,TA,Y,228,66,156,0,0,0,NA,MnPrv,Shed,500,3,2010,WD,Normal,196500 +768,50,RL,75,12508,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,6,7,1940,1985,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Mn,ALQ,660,Unf,0,323,983,GasA,Ex,Y,SBrkr,983,767,0,1750,1,0,2,0,4,1,TA,7,Mod,0,NA,Attchd,1989,Unf,1,423,TA,TA,Y,245,0,156,0,0,0,NA,NA,Shed,1300,7,2008,WD,Normal,160000 +769,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1836,1860,GasA,Ex,Y,SBrkr,1836,0,0,1836,0,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,484,TA,TA,Y,120,33,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,216837 +770,60,RL,47,53504,Pave,NA,IR2,HLS,AllPub,CulDSac,Mod,StoneBr,Norm,Norm,1Fam,2Story,8,5,2003,2003,Hip,CompShg,CemntBd,Wd Shng,BrkFace,603,Ex,TA,PConc,Gd,TA,Gd,ALQ,1416,Unf,0,234,1650,GasA,Ex,Y,SBrkr,1690,1589,0,3279,1,0,3,1,4,1,Ex,12,Mod,1,Gd,BuiltIn,2003,Fin,3,841,TA,TA,Y,503,36,0,0,210,0,NA,NA,NA,0,6,2010,WD,Normal,538000 +771,85,RL,NA,7252,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,5,1982,1982,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,685,Unf,0,173,858,GasA,TA,Y,SBrkr,858,0,0,858,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1983,Unf,2,576,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,134900 +772,20,RL,67,8877,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1951,1951,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,Fa,No,LwQ,836,Unf,0,0,836,GasA,TA,Y,FuseF,1220,0,0,1220,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1951,Unf,2,396,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,COD,Normal,102000 +773,80,RL,94,7819,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,422,BLQ,127,480,1029,GasA,TA,Y,SBrkr,1117,0,0,1117,1,0,1,0,3,1,TA,6,Typ,1,TA,Detchd,1976,Unf,2,672,TA,TA,Y,144,0,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Abnorml,107000 +774,20,RL,70,10150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1958,1958,Gable,CompShg,Wd Sdng,Wd Sdng,None,1,TA,TA,CBlock,TA,TA,No,Rec,456,Unf,0,456,912,GasA,Ex,Y,FuseA,912,0,0,912,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1958,RFn,1,275,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,COD,Normal,114500 +775,20,RL,110,14226,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,375,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1935,1935,GasA,Gd,Y,SBrkr,1973,0,0,1973,0,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2006,Fin,3,895,TA,TA,Y,315,45,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,395000 +776,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,320,TA,TA,PConc,Ex,TA,No,GLQ,866,Unf,0,338,1204,GasA,Ex,Y,SBrkr,1204,0,0,1204,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,412,TA,TA,Y,0,247,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,162000 +777,20,RL,86,11210,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,240,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,1594,1614,GasA,Ex,Y,SBrkr,1614,0,0,1614,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,865,TA,TA,Y,144,59,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,221500 +778,20,RL,100,13350,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1974,1974,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,762,Unf,0,102,864,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,1,Fa,Attchd,1974,Unf,2,440,TA,TA,Y,241,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,142500 +779,90,RH,60,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,1Story,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,320,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,2020,0,0,2020,0,0,2,0,4,2,TA,10,Typ,2,TA,Detchd,1977,Unf,2,630,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,144000 +780,90,RL,78,10530,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,6,5,1977,1977,Gable,CompShg,Plywood,ImStucc,BrkFace,90,TA,TA,CBlock,Gd,TA,Gd,GLQ,975,Unf,0,0,975,GasA,TA,Y,SBrkr,1004,0,0,1004,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1977,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,135000 +781,20,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,38,TA,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1237,1237,GasA,Gd,Y,SBrkr,1253,0,0,1253,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1995,Fin,2,402,TA,TA,Y,220,21,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,176000 +782,60,RL,65,7153,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,TA,No,ALQ,387,Unf,0,374,761,GasA,Ex,Y,SBrkr,810,793,0,1603,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1992,RFn,2,484,TA,TA,Y,0,124,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,175900 +783,20,RL,67,16285,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1413,1413,GasA,Ex,Y,SBrkr,1430,0,0,1430,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,605,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,187100 +784,85,RL,NA,9101,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,6,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,104,TA,Gd,PConc,Gd,TA,Av,GLQ,1097,Unf,0,0,1097,GasA,Ex,Y,SBrkr,1110,0,0,1110,1,0,1,0,1,1,Gd,4,Typ,1,TA,Attchd,1978,Fin,2,602,TA,TA,Y,303,30,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,165500 +785,75,RM,35,6300,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,6,6,1914,2001,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,742,742,GasA,Ex,Y,SBrkr,742,742,0,1484,0,0,2,0,3,1,TA,9,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,Y,0,291,134,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,128000 +786,20,RL,NA,9790,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,6,5,1967,1967,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,251,LwQ,630,491,1372,GasA,TA,Y,SBrkr,1342,0,0,1342,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1967,Unf,2,457,TA,TA,Y,0,0,0,0,197,0,NA,NA,NA,0,9,2009,WD,Normal,161500 +787,50,RM,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,6,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Fa,TA,No,LwQ,686,Unf,0,0,686,GasA,TA,Y,SBrkr,966,686,0,1652,1,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1961,Unf,1,416,TA,TA,Y,0,0,196,0,0,0,NA,NA,Shed,1200,6,2010,WD,Normal,139000 +788,60,RL,76,10142,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,656,Unf,0,300,956,GasA,Ex,Y,SBrkr,956,1128,0,2084,1,0,2,1,4,1,Gd,8,Typ,0,NA,BuiltIn,2004,RFn,2,618,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,233000 +789,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1954,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,901,901,GasA,Ex,Y,SBrkr,901,0,0,901,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1954,Unf,1,281,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,107900 +790,60,RL,NA,12205,Pave,NA,IR1,Low,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,6,8,1966,2007,Gable,CompShg,HdBoard,HdBoard,BrkFace,157,TA,TA,CBlock,TA,Fa,Gd,LwQ,568,Unf,0,264,832,GasA,Gd,Y,SBrkr,976,1111,0,2087,0,0,2,1,5,1,Gd,9,Typ,0,NA,Attchd,1966,Fin,2,444,TA,TA,Y,133,168,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,187500 +791,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,11,Gd,TA,PConc,Gd,TA,No,GLQ,16,Unf,0,1129,1145,GasA,Ex,Y,SBrkr,1145,0,0,1145,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2005,Fin,2,397,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,160200 +792,80,RL,NA,11333,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,ALQ,539,Unf,0,490,1029,GasA,TA,Y,SBrkr,1062,0,0,1062,1,0,1,0,3,1,TA,5,Typ,2,TA,Attchd,1976,RFn,2,539,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,146800 +793,60,RL,92,9920,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,862,Unf,0,255,1117,GasA,Ex,Y,SBrkr,1127,886,0,2013,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1997,Unf,2,455,TA,TA,Y,180,130,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,269790 +794,20,RL,76,9158,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,Stone,140,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1496,1496,GasA,Ex,Y,SBrkr,1496,0,0,1496,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,474,TA,TA,Y,168,130,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,225000 +795,60,RL,NA,10832,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1994,1996,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,712,712,GasA,Ex,Y,SBrkr,1086,809,0,1895,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,409,TA,TA,Y,143,46,0,0,0,0,NA,NA,Shed,500,10,2008,WD,Normal,194500 +796,60,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,6,1980,1981,Gable,CompShg,HdBoard,HdBoard,BrkFace,130,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,650,650,GasA,TA,Y,SBrkr,888,676,0,1564,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1980,Unf,2,476,TA,TA,Y,0,50,0,0,204,0,NA,MnPrv,NA,0,4,2010,WD,Normal,171000 +797,20,RL,71,8197,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,148,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,1285,0,0,1285,0,0,1,1,3,1,TA,7,Typ,1,TA,Attchd,1977,RFn,2,528,TA,TA,Y,138,0,0,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal,143500 +798,20,RL,57,7677,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1953,1953,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,570,Unf,0,203,773,GasA,Gd,Y,SBrkr,773,0,0,773,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1953,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,110000 +799,60,RL,104,13518,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,860,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1926,1926,GasA,Ex,Y,SBrkr,1966,1174,0,3140,0,0,3,1,4,1,Ex,11,Typ,2,Gd,BuiltIn,2009,Fin,3,820,TA,TA,Y,144,78,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,485000 +800,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Feedr,Norm,1Fam,1.5Fin,5,7,1937,1950,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,252,TA,TA,BrkTil,Gd,TA,No,ALQ,569,Unf,0,162,731,GasA,Ex,Y,SBrkr,981,787,0,1768,1,0,1,1,3,1,Gd,7,Typ,2,TA,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,264,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,175000 +801,60,RL,79,12798,Pave,NA,IR1,HLS,AllPub,Inside,Mod,ClearCr,Feedr,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,462,Unf,0,154,616,GasA,Gd,Y,SBrkr,616,1072,0,1688,1,0,2,1,4,1,Gd,8,Typ,0,NA,Attchd,1997,RFn,2,603,TA,TA,Y,403,114,185,0,0,0,NA,NA,Shed,400,5,2008,WD,Normal,200000 +802,30,RM,40,4800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,7,1916,1990,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,197,Unf,0,999,1196,GasA,Ex,Y,FuseA,1196,0,0,1196,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,109900 +803,60,RL,63,8199,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,648,Unf,0,80,728,GasA,Ex,Y,SBrkr,728,728,0,1456,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,410,TA,TA,Y,36,18,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,189000 +804,60,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,424,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1734,1734,GasA,Ex,Y,SBrkr,1734,1088,0,2822,0,0,3,1,4,1,Ex,12,Typ,1,Gd,BuiltIn,2009,RFn,3,1020,TA,TA,Y,52,170,0,0,192,0,NA,NA,NA,0,1,2009,New,Partial,582933 +805,20,RL,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,812,Unf,0,124,936,GasA,TA,Y,SBrkr,1128,0,0,1128,0,0,1,0,2,1,TA,5,Min1,0,NA,Attchd,1954,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Family,118000 +806,20,RL,91,12274,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,256,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1417,1417,GasA,Ex,Y,SBrkr,1428,0,0,1428,0,0,2,0,3,1,Ex,6,Typ,0,NA,Attchd,2008,RFn,2,554,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,7,2008,New,Partial,227680 +807,80,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1967,1967,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Av,ALQ,400,Rec,480,100,980,GasA,Gd,Y,SBrkr,980,0,0,980,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1967,Fin,1,384,TA,TA,Y,68,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,135500 +808,70,RL,144,21384,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,5,6,1923,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Gd,GLQ,1309,Unf,0,15,1324,GasA,Ex,Y,SBrkr,1072,504,0,1576,2,0,1,1,3,1,Gd,6,Typ,1,TA,Attchd,1923,RFn,2,528,TA,TA,Y,0,312,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,223500 +809,80,RL,85,13400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,1047,TA,TA,CBlock,TA,TA,Av,ALQ,516,BLQ,128,380,1024,GasA,TA,Y,SBrkr,1086,0,0,1086,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1966,RFn,2,484,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal,159950 +810,75,RM,90,8100,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,5,5,1898,1965,Hip,CompShg,AsbShng,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,849,849,GasA,TA,N,FuseA,1075,1063,0,2138,0,0,2,0,2,3,TA,11,Typ,0,NA,Detchd,1910,Unf,2,360,Fa,Po,N,40,156,0,0,0,0,NA,MnPrv,NA,0,11,2009,WD,Normal,106000 +811,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1974,1999,Hip,CompShg,HdBoard,HdBoard,BrkFace,99,TA,TA,CBlock,TA,TA,No,ALQ,663,LwQ,377,0,1040,GasA,Fa,Y,SBrkr,1309,0,0,1309,1,0,1,1,3,1,Gd,5,Typ,1,Fa,Attchd,1974,RFn,2,484,TA,TA,Y,265,0,0,0,0,648,Fa,GdPrv,NA,0,1,2006,WD,Normal,181000 +812,120,RM,NA,4438,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Gd,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,1,Gd,Attchd,2004,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,6,2008,ConLD,Normal,144500 +813,20,C (all),66,8712,Grvl,NA,Reg,Bnk,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1Story,5,5,1952,1952,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,540,540,GasA,TA,N,FuseA,1044,0,0,1044,0,0,1,0,2,1,Fa,4,Typ,0,NA,Basment,1952,Unf,2,504,TA,TA,N,0,0,0,0,0,0,NA,NA,Shed,54,6,2010,WD,Alloca,55993 +814,20,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1958,1958,Gable,CompShg,MetalSd,MetalSd,BrkFace,243,TA,TA,CBlock,TA,TA,No,Rec,608,Unf,0,834,1442,GasA,Gd,Y,SBrkr,1442,0,0,1442,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1958,RFn,1,301,TA,TA,Y,0,0,275,0,0,0,NA,NA,Shed,500,4,2007,COD,Normal,157900 +815,50,RL,45,8248,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1918,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,686,686,GasW,Gd,Y,SBrkr,686,564,0,1250,0,1,1,1,3,1,Fa,7,Typ,0,NA,Detchd,1955,Unf,1,280,TA,TA,P,207,0,96,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,116000 +816,20,RL,48,12137,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,442,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1649,1649,GasA,Ex,Y,SBrkr,1661,0,0,1661,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1998,RFn,2,598,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,224900 +817,20,RL,NA,11425,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,BLQ,486,Unf,0,522,1008,GasA,Gd,Y,SBrkr,1008,0,0,1008,0,0,1,0,2,1,TA,4,Typ,1,Gd,Attchd,1954,RFn,1,275,TA,TA,Y,0,0,120,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,137000 +818,20,RL,NA,13265,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,CemntBd,CmentBd,BrkFace,148,Gd,TA,PConc,Gd,TA,No,GLQ,1218,Unf,0,350,1568,GasA,Ex,Y,SBrkr,1689,0,0,1689,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Attchd,2002,RFn,3,857,TA,TA,Y,150,59,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,271000 +819,80,RL,80,8816,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,SLvl,6,7,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,80,TA,TA,CBlock,TA,TA,Av,GLQ,504,Unf,0,506,1010,GasA,Gd,Y,SBrkr,1052,0,0,1052,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1971,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,155000 +820,120,RL,44,6371,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,Stone,128,Gd,TA,PConc,Gd,TA,Mn,GLQ,733,Unf,0,625,1358,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2010,RFn,2,484,TA,TA,Y,192,35,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,224000 +821,60,RL,72,7226,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,798,798,GasA,Ex,Y,SBrkr,798,842,0,1640,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,595,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,183000 +822,20,RM,60,6000,Pave,Pave,Reg,Bnk,AllPub,Inside,Mod,OldTown,Norm,Norm,2fmCon,1Story,4,4,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,Fa,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,936,936,GasA,TA,N,SBrkr,936,0,0,936,0,0,1,0,2,1,TA,4,Min2,0,NA,Detchd,1974,Unf,2,576,TA,TA,Y,0,32,112,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,93000 +823,60,RL,NA,12394,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,886,0,1733,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2003,Fin,2,433,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,10,2007,WD,Family,225000 +824,50,RL,60,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,7,1940,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,778,778,GasA,TA,Y,SBrkr,944,545,0,1489,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1940,Unf,1,240,TA,TA,Y,335,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,139500 +825,20,FV,81,11216,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1489,1489,GasA,Ex,Y,SBrkr,1489,0,0,1489,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,776,TA,TA,Y,0,140,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial,232600 +826,20,RL,114,14803,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,PosN,PosN,1Fam,1Story,10,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,BrkFace,816,Ex,TA,PConc,Ex,TA,Av,GLQ,1636,Unf,0,442,2078,GasA,Ex,Y,SBrkr,2084,0,0,2084,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,1220,TA,TA,Y,188,45,0,0,0,0,NA,NA,NA,0,6,2008,New,Partial,385000 +827,45,RM,50,6130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,5,6,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,784,Unf,0,0,784,GasA,Gd,Y,SBrkr,784,0,0,784,1,0,1,0,2,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,116,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,109500 +828,20,RL,65,8529,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,20,Unf,0,1434,1454,GasA,Ex,Y,SBrkr,1434,0,0,1434,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,527,TA,TA,Y,290,39,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,189000 +829,60,RL,NA,28698,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,2Story,5,5,1967,1967,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,TA,PConc,TA,Gd,Gd,LwQ,249,ALQ,764,0,1013,GasA,TA,Y,SBrkr,1160,966,0,2126,0,1,2,1,3,1,TA,7,Min2,0,NA,Attchd,1967,Fin,2,538,TA,TA,Y,486,0,0,0,225,0,NA,NA,NA,0,6,2009,WD,Abnorml,185000 +830,160,FV,24,2544,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,623,80,1223,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,147400 +831,20,RL,80,11900,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1957,1957,Gable,CompShg,HdBoard,HdBoard,BrkFace,387,TA,TA,CBlock,TA,TA,No,Rec,1040,Unf,0,352,1392,GasA,TA,Y,FuseA,1392,0,0,1392,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,2,458,TA,TA,Y,0,0,0,0,192,0,NA,NA,NA,0,6,2008,WD,Normal,166000 +832,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,600,80,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,151000 +833,60,RL,44,9548,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,6,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,223,Gd,TA,PConc,Gd,TA,No,GLQ,483,Unf,0,458,941,GasA,Ex,Y,SBrkr,941,888,0,1829,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2003,RFn,2,613,TA,TA,Y,192,39,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,237000 +834,20,RL,100,10004,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1964,1964,Gable,CompShg,HdBoard,Plywood,BrkFace,180,TA,TA,CBlock,TA,TA,No,Rec,196,BLQ,345,975,1516,GasA,TA,Y,SBrkr,1516,0,0,1516,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,472,TA,TA,Y,0,0,0,0,152,0,NA,NA,NA,0,2,2009,WD,Normal,167000 +835,20,RL,75,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1961,Gable,CompShg,VinylSd,VinylSd,BrkFace,136,TA,TA,CBlock,TA,TA,No,Rec,572,Unf,0,572,1144,GasA,Gd,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,Unf,2,456,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,9,2008,WD,Normal,139950 +836,20,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,7,1950,1995,Gable,CompShg,VinylSd,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,442,Unf,0,625,1067,GasA,TA,Y,SBrkr,1067,0,0,1067,0,0,2,0,2,1,Gd,4,Min2,0,NA,Attchd,1996,Unf,2,436,TA,TA,Y,290,0,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,128000 +837,30,RM,90,8100,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1948,1973,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,338,Unf,0,1221,1559,GasA,Gd,Y,SBrkr,1559,0,0,1559,1,0,1,0,2,1,TA,5,Min2,0,NA,Detchd,1948,Unf,2,812,TA,TA,Y,0,116,230,0,0,0,NA,GdWo,NA,0,6,2007,COD,Normal,153500 +838,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,158,TA,TA,CBlock,TA,TA,No,BLQ,330,Unf,0,153,483,GasA,TA,Y,SBrkr,483,504,0,987,1,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,100000 +839,20,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1995,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1099,1099,GasA,Ex,Y,SBrkr,1099,0,0,1099,0,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1999,Unf,1,352,TA,TA,Y,278,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,144000 +840,50,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1946,1995,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,352,Unf,0,416,768,GasA,Ex,Y,SBrkr,768,432,0,1200,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1946,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,130500 +841,70,RH,NA,12155,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2Story,6,8,1925,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,156,Unf,0,516,672,GasA,TA,N,SBrkr,810,672,0,1482,0,0,2,0,4,1,Fa,7,Typ,0,NA,Detchd,1934,Unf,1,400,TA,TA,P,0,0,254,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,140000 +842,70,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,8,1904,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,650,650,GasA,Gd,Y,SBrkr,958,581,0,1539,0,0,2,0,3,1,Gd,8,Typ,1,Po,Detchd,1983,Unf,2,686,Gd,TA,P,70,78,68,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,157500 +843,80,RL,82,9020,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,183,TA,TA,CBlock,TA,TA,Gd,Rec,312,ALQ,539,276,1127,GasA,TA,Y,SBrkr,1165,0,0,1165,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,2,490,Gd,Gd,Y,0,129,0,0,0,0,NA,GdPrv,NA,0,5,2008,WD,Normal,174900 +844,90,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,Duplex,1Story,5,4,1961,1961,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1800,1800,GasA,Ex,N,SBrkr,1800,0,0,1800,0,0,2,0,6,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,141000 +845,50,RM,100,12665,Pave,Grvl,IR1,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,8,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,876,876,GasA,Gd,Y,SBrkr,876,540,0,1416,0,0,1,1,4,1,TA,7,Typ,1,Gd,Detchd,1949,Unf,3,720,TA,TA,Y,418,0,194,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,153900 +846,85,RL,NA,16647,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,SFoyer,5,5,1975,1981,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1390,Unf,0,0,1390,GasA,TA,Y,SBrkr,1701,0,0,1701,1,0,2,0,3,1,TA,6,Min2,2,TA,Basment,1975,Fin,2,611,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,171000 +847,60,RL,75,9317,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,137,Gd,TA,PConc,Gd,TA,No,ALQ,513,Unf,0,227,740,GasA,Ex,Y,SBrkr,1006,769,0,1775,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1993,Unf,2,425,TA,TA,Y,234,72,192,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,213000 +848,20,RL,36,15523,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1972,1972,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,460,Unf,0,404,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,1,Fa,Attchd,1972,Unf,1,338,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,133500 +849,50,RL,75,45600,Pave,NA,IR2,Bnk,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,6,8,1908,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,907,907,GasA,TA,Y,SBrkr,1307,1051,0,2358,0,0,3,0,5,1,TA,10,Typ,1,Gd,Detchd,1908,Unf,2,360,Fa,TA,Y,486,40,0,0,175,0,NA,NA,NA,0,9,2008,WD,Normal,240000 +850,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,SLvl,6,7,1976,1994,Hip,CompShg,Plywood,Plywood,BrkFace,360,Gd,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,528,528,GasA,Ex,Y,SBrkr,1094,761,0,1855,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,RFn,2,512,TA,TA,Y,113,100,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,187000 +851,120,RM,36,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,659,Unf,0,189,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,131500 +852,120,RL,NA,3196,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1273,1273,GasA,Ex,Y,SBrkr,1456,0,0,1456,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,400,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,215000 +853,75,RL,53,7128,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2.5Unf,7,5,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,364,Unf,0,554,918,GasA,Gd,Y,SBrkr,918,728,0,1646,0,0,2,0,4,1,TA,7,Typ,2,Gd,Detchd,1941,Unf,1,240,TA,TA,Y,0,0,0,0,126,0,NA,MnPrv,NA,0,8,2007,WD,Normal,164000 +854,80,RL,NA,12095,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1964,1964,Gable,CompShg,MetalSd,HdBoard,BrkFace,115,TA,Gd,CBlock,TA,TA,Gd,Rec,564,Unf,0,563,1127,GasA,TA,Y,SBrkr,1445,0,0,1445,0,0,1,1,3,1,TA,7,Typ,1,Fa,Attchd,1964,RFn,2,645,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,158000 +855,20,RL,102,17920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,4,1955,1974,Hip,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,306,Rec,1085,372,1763,GasA,TA,Y,SBrkr,1779,0,0,1779,1,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1955,Unf,2,454,TA,TA,Y,0,418,0,0,312,0,NA,NA,NA,0,7,2006,WD,Abnorml,170000 +856,20,RL,NA,6897,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1962,2010,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,659,Unf,0,381,1040,GasA,Ex,Y,SBrkr,1040,0,0,1040,1,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,1,260,TA,TA,Y,0,104,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,127000 +857,80,RL,NA,10970,Pave,NA,IR1,Low,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,Plywood,HdBoard,None,0,TA,TA,CBlock,Gd,Gd,Gd,GLQ,505,LwQ,435,0,940,GasA,TA,Y,SBrkr,1026,0,0,1026,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,2,576,TA,Fa,Y,0,0,34,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,147000 +858,60,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1994,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,702,702,GasA,Gd,Y,SBrkr,702,779,0,1481,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1994,Fin,2,343,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,174000 +859,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,189,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1090,1090,GasA,TA,Y,SBrkr,1370,0,0,1370,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1976,RFn,2,479,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Family,152000 +860,60,RL,NA,11029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosA,Norm,1Fam,2Story,6,7,1968,1984,Gable,CompShg,HdBoard,HdBoard,BrkFace,220,TA,TA,CBlock,TA,TA,Mn,BLQ,619,Unf,0,435,1054,GasA,TA,Y,SBrkr,1512,1142,0,2654,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1968,Unf,2,619,TA,TA,Y,0,65,0,0,222,0,NA,NA,NA,0,8,2006,WD,Normal,250000 +861,50,RL,55,7642,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,8,1918,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,912,912,GasA,Gd,Y,SBrkr,912,514,0,1426,0,0,1,1,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,216,TA,TA,Y,0,240,0,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,189950 +862,190,RL,75,11625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,2fmCon,1Story,5,4,1965,1965,Hip,CompShg,Plywood,HdBoard,None,0,TA,TA,PConc,TA,TA,Mn,BLQ,841,Unf,0,198,1039,GasA,Ex,Y,SBrkr,1039,0,0,1039,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,131500 +863,20,RL,81,9672,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1984,1985,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,PConc,Gd,TA,No,GLQ,338,Unf,0,702,1040,GasA,TA,Y,SBrkr,1097,0,0,1097,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1986,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,5,2010,WD,Normal,152000 +864,20,RL,70,7931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,1148,Unf,0,0,1148,GasA,TA,Y,SBrkr,1148,0,0,1148,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,Unf,1,672,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,7,2009,WD,Normal,132500 +865,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1372,1372,GasA,Ex,Y,SBrkr,1372,0,0,1372,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2008,Fin,2,529,TA,TA,Y,0,140,0,0,0,0,NA,NA,NA,0,5,2008,New,Partial,250580 +866,20,RL,NA,8750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1970,1970,Gable,CompShg,MetalSd,MetalSd,BrkFace,76,TA,TA,CBlock,TA,TA,No,BLQ,828,Unf,0,174,1002,GasA,TA,Y,SBrkr,1002,0,0,1002,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1973,Unf,2,902,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,148500 +867,20,RL,67,10656,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,274,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1638,1638,GasA,Ex,Y,SBrkr,1646,0,0,1646,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,870,TA,TA,Y,192,80,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,248900 +868,20,RL,85,6970,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,5,1961,1961,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,932,Unf,0,108,1040,GasA,TA,Y,SBrkr,1120,0,0,1120,1,0,1,1,3,1,Fa,5,Typ,0,NA,Attchd,1961,RFn,2,544,TA,TA,Y,168,0,0,0,0,0,NA,NA,Shed,400,5,2007,WD,Normal,129000 +869,60,RL,NA,14762,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Feedr,Norm,1Fam,2Story,5,6,1948,1950,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1547,720,53,2320,0,0,2,0,2,1,TA,7,Typ,1,TA,Attchd,1979,Unf,2,672,TA,TA,P,120,144,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,169000 +870,60,RL,80,9938,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1994,Gable,CompShg,MetalSd,MetalSd,BrkFace,246,Gd,TA,PConc,Gd,TA,No,GLQ,750,Unf,0,300,1050,GasA,Ex,Y,SBrkr,1062,887,0,1949,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,Fin,2,574,TA,TA,Y,156,90,0,0,0,0,NA,GdPrv,NA,0,6,2010,WD,Normal,236000 +871,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,MetalSd,MetalSd,None,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,NA,Detchd,1962,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,109500 +872,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,116,TA,TA,PConc,Gd,TA,No,GLQ,505,Unf,0,299,804,GasA,Ex,Y,SBrkr,804,878,0,1682,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1998,RFn,2,523,TA,TA,Y,0,77,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,200500 +873,20,RL,74,8892,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,1996,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,TA,Stone,TA,TA,Av,Unf,0,Unf,0,105,105,GasA,Gd,Y,SBrkr,910,0,0,910,0,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1953,Unf,2,414,TA,TA,Y,196,0,150,0,0,0,NA,GdWo,NA,0,10,2008,WD,Normal,116000 +874,40,RL,60,12144,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1949,1950,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,TA,TA,No,Rec,375,Unf,0,457,832,GasA,Gd,Y,SBrkr,1036,0,232,1268,0,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1949,Unf,1,288,TA,TA,Y,0,28,0,0,0,0,NA,NA,Othr,0,9,2009,WD,Normal,133000 +875,50,RM,52,5720,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,676,676,GasA,Ex,Y,SBrkr,676,455,0,1131,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1941,Unf,1,200,TA,TA,Y,26,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,66500 +876,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,64,Unf,0,1120,1184,GasA,Ex,Y,SBrkr,1184,1426,0,2610,0,0,2,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2007,Fin,2,550,TA,TA,Y,208,364,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,303477 +877,20,RL,94,25286,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,4,5,1963,1963,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,PConc,TA,TA,Gd,ALQ,633,Unf,0,431,1064,GasA,Gd,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1963,Unf,2,648,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,132250 +878,60,RL,74,8834,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,Stone,216,Gd,TA,PConc,Ex,TA,No,GLQ,1170,Unf,0,292,1462,GasA,Ex,Y,SBrkr,1462,762,0,2224,1,0,2,1,4,1,Ex,10,Typ,1,Gd,Attchd,2004,Fin,3,738,TA,TA,Y,184,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,350000 +879,85,RL,88,11782,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,7,1961,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,899,Unf,0,210,1109,GasA,TA,Y,SBrkr,1155,0,0,1155,1,0,1,0,3,1,Gd,6,Min2,0,NA,Detchd,1987,Unf,2,576,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,Shed,400,6,2010,WD,Normal,148000 +880,20,RL,NA,7000,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,8,1978,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,90,Gd,Gd,CBlock,TA,TA,No,ALQ,646,Unf,0,218,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1978,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,136500 +881,20,RL,60,7024,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,Gd,No,ALQ,980,Unf,0,110,1090,GasA,Gd,Y,SBrkr,1090,0,0,1090,1,0,1,1,2,1,TA,5,Typ,0,NA,Attchd,2005,Fin,2,450,TA,TA,Y,0,49,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,157000 +882,50,RL,44,13758,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,1.5Fin,7,5,1990,1991,Gable,CompShg,HdBoard,HdBoard,BrkFace,117,Gd,Gd,CBlock,Gd,TA,Mn,LwQ,902,Unf,0,254,1156,GasA,Ex,Y,SBrkr,1187,530,0,1717,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1990,RFn,2,400,TA,TA,Y,168,36,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,187500 +883,60,RL,NA,9636,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1992,1993,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,808,808,GasA,Gd,Y,SBrkr,808,785,0,1593,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1993,RFn,2,389,TA,TA,Y,342,40,0,0,0,0,NA,MnPrv,NA,0,12,2009,WD,Normal,178000 +884,75,RL,60,6204,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2.5Fin,4,5,1912,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,TA,Fa,No,Unf,0,Unf,0,795,795,GasA,TA,N,SBrkr,954,795,481,2230,1,0,1,0,5,1,TA,10,Typ,0,NA,Detchd,1997,Unf,1,440,TA,Gd,Y,0,188,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,118500 +885,20,RL,65,7150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,BrkFace,60,TA,TA,CBlock,TA,TA,No,BLQ,432,Unf,0,460,892,GasA,TA,Y,SBrkr,892,0,0,892,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1967,RFn,1,288,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,100000 +886,120,FV,50,5119,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,60,Gd,TA,PConc,Ex,TA,Av,GLQ,1238,Unf,0,460,1698,GasA,Ex,Y,SBrkr,1709,0,0,1709,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1999,Fin,2,506,TA,TA,Y,97,65,0,0,0,0,NA,NA,NA,0,1,2008,CWD,Abnorml,328900 +887,90,RL,70,8393,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1959,2005,Gable,CompShg,MetalSd,MetalSd,BrkFace,122,TA,TA,CBlock,TA,TA,No,LwQ,528,Unf,0,1098,1626,GasA,Ex,Y,SBrkr,1712,0,0,1712,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,2005,Fin,2,588,TA,TA,Y,272,54,0,0,0,0,NA,NA,NA,0,6,2006,WD,Family,145000 +888,50,RL,59,16466,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,Y,SBrkr,872,521,0,1393,0,0,1,1,3,1,TA,8,Typ,0,NA,Attchd,1955,Unf,1,300,TA,TA,Y,121,0,0,0,265,0,NA,NA,NA,0,4,2008,WD,Normal,135500 +889,20,RL,95,15865,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,1Story,8,6,1970,1970,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,Gd,Gd,PConc,TA,Gd,Gd,ALQ,351,Rec,823,1043,2217,GasA,Ex,Y,SBrkr,2217,0,0,2217,1,0,2,0,4,1,Gd,8,Typ,1,TA,Attchd,1970,Unf,2,621,TA,TA,Y,81,207,0,0,224,0,NA,NA,NA,0,10,2007,WD,Normal,268000 +890,20,RL,128,12160,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,4,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,90,TA,TA,CBlock,TA,TA,No,BLQ,1024,Unf,0,481,1505,GasA,Ex,Y,SBrkr,1505,0,0,1505,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1953,RFn,2,505,TA,TA,Y,0,0,0,162,0,0,NA,NA,NA,0,2,2009,WD,Normal,149500 +891,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,7,1949,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,672,252,0,924,0,0,1,0,3,1,TA,6,Typ,1,Po,Detchd,2003,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,2000,7,2007,WD,Normal,122900 +892,60,RL,70,11184,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,5,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkFace,92,TA,TA,CBlock,TA,TA,No,LwQ,226,Rec,500,192,918,GasA,Gd,Y,SBrkr,918,765,0,1683,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,440,TA,TA,Y,243,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,172500 +893,20,RL,70,8414,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,6,8,1963,2003,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,663,Unf,0,396,1059,GasA,TA,Y,SBrkr,1068,0,0,1068,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1963,RFn,1,264,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,NA,0,2,2006,WD,Normal,154500 +894,20,RL,NA,13284,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,PosN,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,1064,Unf,0,319,1383,GasA,TA,Y,SBrkr,1383,0,0,1383,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1954,Unf,1,354,TA,TA,Y,511,116,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,165000 +895,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1535,0,0,1535,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,118858 +896,60,RL,71,7056,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1963,1963,Hip,CompShg,HdBoard,HdBoard,BrkFace,415,TA,TA,CBlock,TA,TA,No,BLQ,400,Unf,0,380,780,GasA,TA,Y,SBrkr,983,813,0,1796,1,0,1,1,4,1,TA,8,Typ,1,TA,Attchd,1963,RFn,2,483,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,140000 +897,30,RM,50,8765,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,6,1936,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,285,Unf,0,666,951,GasA,Ex,N,SBrkr,951,0,0,951,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1936,Unf,1,327,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,106500 +898,90,RL,64,7018,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,2Story,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1120,1120,0,2240,0,0,2,0,6,2,TA,12,Typ,0,NA,Detchd,1979,Unf,2,528,TA,TA,Y,154,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,142953 +899,20,RL,100,12919,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2009,2010,Hip,CompShg,VinylSd,VinylSd,Stone,760,Ex,TA,PConc,Ex,TA,Gd,GLQ,2188,Unf,0,142,2330,GasA,Ex,Y,SBrkr,2364,0,0,2364,1,0,2,1,2,1,Ex,11,Typ,2,Gd,Attchd,2009,Fin,3,820,TA,TA,Y,0,67,0,0,0,0,NA,NA,NA,0,3,2010,New,Partial,611657 +900,20,RL,65,6993,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,7,1961,1994,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,465,Unf,0,447,912,GasA,TA,Y,SBrkr,1236,0,0,1236,0,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1961,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,135000 +901,20,RL,NA,7340,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,322,Unf,0,536,858,GasA,TA,Y,SBrkr,858,0,0,858,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1979,Unf,1,684,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,110000 +902,20,RL,64,8712,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1957,2000,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,BLQ,860,Unf,0,132,992,GasA,TA,Y,SBrkr,1306,0,0,1306,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1968,Unf,1,756,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,153000 +903,60,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,783,783,GasA,Ex,Y,SBrkr,807,702,0,1509,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2003,Fin,2,393,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,180000 +904,20,RL,50,14859,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,27,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1670,1670,GasA,Ex,Y,SBrkr,1670,0,0,1670,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,690,TA,TA,Y,144,60,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,240000 +905,20,RL,NA,6173,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1967,1967,Gable,CompShg,HdBoard,Wd Sdng,BrkFace,75,TA,TA,CBlock,TA,TA,No,GLQ,599,Unf,0,277,876,GasA,TA,Y,SBrkr,902,0,0,902,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1967,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,125500 +906,20,RL,80,9920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,HdBoard,HdBoard,Stone,110,TA,TA,CBlock,TA,TA,No,Rec,354,LwQ,290,412,1056,GasA,TA,Y,SBrkr,1063,0,0,1063,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1954,RFn,1,280,TA,TA,Y,0,0,164,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,128000 +907,20,RL,116,13501,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,208,Gd,TA,PConc,Gd,TA,No,GLQ,63,Unf,0,1560,1623,GasA,Ex,Y,SBrkr,1636,0,0,1636,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,865,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,255000 +908,50,RL,86,11500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,7,1936,1987,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,TA,No,Rec,223,Unf,0,794,1017,GasA,Gd,Y,SBrkr,1020,1037,0,2057,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Attchd,1936,Fin,1,180,Fa,TA,Y,0,0,0,0,322,0,NA,NA,NA,0,6,2006,WD,Normal,250000 +909,20,RL,NA,8885,Pave,NA,IR1,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1983,1983,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,301,ALQ,324,239,864,GasA,TA,Y,SBrkr,902,0,0,902,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1983,Unf,2,484,TA,TA,Y,164,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,131000 +910,60,RL,149,12589,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,742,742,GasA,Ex,Y,SBrkr,742,742,0,1484,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,36,24,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,174000 +911,90,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,Duplex,2Story,5,5,1960,1960,Gable,CompShg,MetalSd,MetalSd,BrkFace,361,TA,TA,CBlock,TA,TA,No,Rec,443,Unf,0,662,1105,GasA,TA,Y,FuseA,1105,1169,0,2274,0,0,2,0,5,2,TA,12,Typ,0,NA,Detchd,1960,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,154300 +912,20,RL,NA,9286,Pave,NA,IR1,Lvl,AllPub,CulDSac,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,7,1977,1989,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,Gd,Gd,Av,ALQ,196,Unf,0,1072,1268,GasA,TA,Y,SBrkr,1268,0,0,1268,0,0,1,1,3,1,Gd,5,Typ,0,NA,Detchd,1978,Unf,1,252,TA,TA,Y,173,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,143500 +913,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,489,Unf,0,279,768,GasA,TA,N,SBrkr,1015,0,0,1015,0,0,1,0,3,1,TA,6,Min1,0,NA,Detchd,1925,Unf,1,450,TA,TA,Y,0,0,112,0,120,0,NA,MnPrv,Shed,620,7,2006,WD,Abnorml,88000 +914,90,RH,82,6270,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,Duplex,2Story,5,6,1949,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,284,Unf,0,717,1001,GasA,TA,N,FuseA,1001,1001,0,2002,0,0,2,0,4,2,TA,8,Typ,0,NA,2Types,1949,Unf,3,871,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,145000 +915,160,FV,30,3000,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,76,Gd,TA,PConc,Gd,TA,Av,GLQ,294,Unf,0,318,612,GasA,Ex,Y,SBrkr,612,612,0,1224,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2009,RFn,2,528,TA,TA,Y,0,234,0,0,0,0,NA,NA,NA,0,6,2009,New,Partial,173733 +916,160,RM,21,2001,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,BrkFace,80,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,Fa,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,75000 +917,20,C (all),50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,2,3,1949,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,50,Unf,0,430,480,GasA,TA,N,FuseA,480,0,0,480,1,0,0,0,1,1,TA,4,Typ,0,NA,Detchd,1958,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml,35311 +918,20,RL,NA,17140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1956,1956,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1059,Unf,0,75,1134,GasA,Ex,Y,FuseA,1229,0,0,1229,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,RFn,1,284,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,135000 +919,60,RL,103,13125,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Ex,TA,Mn,BLQ,48,GLQ,634,422,1104,GasA,Ex,Y,SBrkr,912,1215,0,2127,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1991,RFn,3,833,TA,TA,Y,72,192,224,0,0,0,NA,GdPrv,NA,0,11,2007,WD,Normal,238000 +920,20,RL,87,11029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1958,2002,Hip,CompShg,MetalSd,MetalSd,None,0,Ex,TA,CBlock,Gd,TA,No,ALQ,528,BLQ,411,245,1184,GasA,Ex,Y,SBrkr,1414,0,0,1414,1,0,1,0,3,1,TA,6,Min1,1,TA,Attchd,1990,Unf,2,601,TA,TA,Y,0,51,0,0,190,0,NA,NA,NA,0,5,2008,WD,Normal,176500 +921,60,RL,70,8462,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1994,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,105,Gd,Gd,PConc,Gd,Gd,No,GLQ,814,Unf,0,114,928,GasA,Ex,Y,SBrkr,936,785,0,1721,0,1,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1994,RFn,2,471,TA,TA,Y,300,87,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,201000 +922,90,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,Duplex,1.5Fin,5,7,1900,2003,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1084,Unf,0,188,1272,GasA,Gd,Y,SBrkr,1272,928,0,2200,2,0,2,2,4,2,TA,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,70,0,0,0,0,NA,GdPrv,NA,0,9,2008,WD,Normal,145900 +923,20,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,28,Unf,0,1288,1316,GasA,Ex,Y,SBrkr,1316,0,0,1316,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,397,TA,TA,Y,100,0,0,23,0,0,NA,NA,NA,0,10,2006,New,Partial,169990 +924,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1993,1994,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,LwQ,165,GLQ,841,598,1604,GasA,Ex,Y,SBrkr,1617,0,0,1617,1,0,2,0,2,1,Gd,5,Typ,1,Fa,Attchd,1993,RFn,2,533,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,193000 +925,20,RL,79,10240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1980,1980,Gable,CompShg,Plywood,Plywood,BrkFace,157,TA,Gd,CBlock,Gd,TA,No,BLQ,625,LwQ,1061,0,1686,GasA,TA,Y,SBrkr,1686,0,0,1686,1,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1980,Unf,2,612,TA,TA,Y,384,131,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,207500 +926,20,RL,NA,15611,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,ALQ,767,LwQ,93,266,1126,GasA,TA,Y,SBrkr,1126,0,0,1126,0,1,2,0,3,1,Ex,6,Typ,0,NA,Attchd,1977,RFn,2,540,TA,TA,Y,180,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Abnorml,175000 +927,60,RL,93,11999,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,340,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1181,1181,GasA,Ex,Y,SBrkr,1234,1140,0,2374,0,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2003,Fin,3,656,TA,TA,Y,104,100,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,285000 +928,60,RL,NA,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,2Story,7,5,1968,1968,Gable,CompShg,MetalSd,MetalSd,BrkFace,342,TA,TA,CBlock,TA,TA,No,BLQ,552,Unf,0,280,832,GasA,Gd,Y,SBrkr,1098,880,0,1978,0,0,2,1,4,1,TA,9,Typ,1,Gd,Attchd,1968,RFn,2,486,TA,TA,Y,0,43,0,0,0,0,NA,GdPrv,NA,0,4,2008,WD,Normal,176000 +929,20,RL,NA,11838,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2001,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1753,1753,GasA,Ex,Y,SBrkr,1788,0,0,1788,0,0,2,0,3,1,Ex,7,Typ,1,TA,Attchd,2001,RFn,2,522,TA,TA,Y,202,151,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,236500 +930,60,RL,NA,13006,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1997,1997,Gable,CompShg,HdBoard,HdBoard,BrkFace,285,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,964,964,GasA,Gd,Y,SBrkr,993,1243,0,2236,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1997,Fin,2,642,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,222000 +931,20,RL,73,8925,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1450,1466,GasA,Ex,Y,SBrkr,1466,0,0,1466,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,3,610,TA,TA,Y,100,18,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,201000 +932,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1965,1965,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,338,Rec,466,121,925,GasA,Ex,Y,SBrkr,925,0,0,925,0,1,1,0,2,1,TA,5,Typ,0,NA,Detchd,1965,Unf,1,429,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,117500 +933,20,RL,84,11670,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,RRNn,Norm,1Fam,1Story,9,5,2006,2006,Hip,CompShg,VinylSd,ImStucc,Stone,302,Ex,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1905,1905,GasA,Ex,Y,SBrkr,1905,0,0,1905,0,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2006,Fin,3,788,TA,TA,Y,0,191,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,320000 +934,20,RL,63,8487,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,1480,1500,GasA,Ex,Y,SBrkr,1500,0,0,1500,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,570,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,190000 +935,20,RL,313,27650,Pave,NA,IR2,HLS,AllPub,Inside,Mod,NAmes,PosA,Norm,1Fam,1Story,7,7,1960,2007,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,425,Unf,0,160,585,GasA,Ex,Y,SBrkr,2069,0,0,2069,1,0,2,0,4,1,Gd,9,Typ,1,Gd,Attchd,1960,RFn,2,505,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,242000 +936,30,RL,52,5825,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,5,1926,1953,Gable,CompShg,MetalSd,MetalSd,BrkFace,108,TA,Gd,PConc,Fa,TA,Mn,Unf,0,Unf,0,600,600,GasA,Gd,Y,SBrkr,747,0,0,747,0,0,1,0,1,1,TA,5,Typ,0,NA,Detchd,1953,Unf,2,528,TA,TA,Y,0,0,32,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,79900 +937,20,RL,67,10083,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,833,Unf,0,343,1176,GasA,Ex,Y,SBrkr,1200,0,0,1200,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2003,RFn,2,555,TA,TA,Y,0,41,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,184900 +938,60,RL,75,9675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,341,Unf,0,772,1113,GasA,Ex,Y,SBrkr,1113,858,0,1971,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,RFn,2,689,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,253000 +939,60,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Mn,GLQ,464,Unf,0,927,1391,GasA,Ex,Y,SBrkr,1391,571,0,1962,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,3,868,TA,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,239799 +940,70,RL,NA,24090,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,7,7,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Unf,0,Unf,0,1032,1032,GasA,Ex,Y,SBrkr,1207,1196,0,2403,0,0,2,0,4,1,TA,10,Typ,2,TA,Attchd,1940,Unf,1,349,TA,TA,Y,56,0,318,0,0,0,NA,NA,NA,0,6,2010,COD,Normal,244400 +941,90,RL,55,12640,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,Rec,936,LwQ,396,396,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1976,Unf,2,574,TA,TA,Y,40,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,150900 +942,60,RL,NA,8755,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,RRNn,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,298,Gd,TA,PConc,Gd,TA,No,ALQ,772,Unf,0,220,992,GasA,Ex,Y,SBrkr,1022,1038,0,2060,1,0,2,1,3,1,Gd,8,Typ,1,TA,BuiltIn,1999,RFn,2,390,TA,TA,Y,0,0,0,168,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal,214000 +943,90,RL,42,7711,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,3,1977,1977,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,1440,Unf,0,0,1440,GasA,TA,Y,SBrkr,1440,0,0,1440,2,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,321,0,0,0,0,0,NA,NA,NA,0,8,2007,Oth,Abnorml,150000 +944,90,RL,100,25000,Pave,NA,Reg,Low,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,5,4,1967,1967,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,1632,1632,GasA,TA,Y,SBrkr,1632,0,0,1632,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1967,Unf,2,576,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,143000 +945,20,RL,NA,14375,Pave,NA,IR1,Lvl,NoSeWa,CulDSac,Gtl,Timber,Norm,Norm,1Fam,SLvl,6,6,1958,1958,Gable,CompShg,HdBoard,HdBoard,BrkFace,541,TA,TA,CBlock,TA,TA,No,GLQ,111,Rec,354,354,819,GasA,Gd,Y,FuseA,1344,0,0,1344,0,1,1,0,3,1,Gd,7,Typ,1,Gd,Basment,1958,RFn,2,525,TA,TA,Y,0,118,0,0,233,0,NA,NA,NA,0,1,2009,COD,Abnorml,137500 +946,50,RM,98,8820,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1890,1996,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,1088,Unf,0,0,1088,GasA,TA,Y,SBrkr,1188,561,120,1869,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1963,Unf,2,456,TA,TA,Y,48,0,244,0,0,0,NA,MnWw,NA,0,9,2009,WD,Normal,124900 +947,80,RL,70,8163,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,6,1959,1959,Gable,CompShg,HdBoard,HdBoard,BrkFace,128,TA,Gd,CBlock,TA,TA,Av,ALQ,748,BLQ,294,102,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1959,RFn,1,796,TA,TA,Y,86,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,143000 +948,20,RL,85,14536,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2002,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,236,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,316,1616,GasA,Ex,Y,SBrkr,1629,0,0,1629,1,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2002,Fin,3,808,TA,TA,Y,0,252,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,270000 +949,60,RL,65,14006,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,144,Gd,TA,PConc,Gd,TA,NA,Unf,0,Unf,0,936,936,GasA,Ex,Y,SBrkr,936,840,0,1776,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2002,RFn,2,474,TA,TA,Y,144,96,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,192500 +950,20,RL,78,9360,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1972,2006,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,982,Unf,0,179,1161,GasA,TA,Y,SBrkr,1381,0,0,1381,1,0,1,1,3,1,Gd,5,Typ,1,TA,Attchd,1972,RFn,2,676,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,197500 +951,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1950,2002,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,398,BLQ,149,317,864,GasA,Gd,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1980,RFn,2,720,TA,TA,Y,194,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,129000 +952,20,RH,60,7800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,641,Unf,0,187,828,GasA,Gd,Y,SBrkr,965,0,0,965,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1979,Unf,1,300,TA,TA,Y,421,0,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Abnorml,119900 +953,85,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,8,1972,2003,Gable,CompShg,WdShing,HdBoard,None,0,TA,Gd,CBlock,Gd,TA,Av,GLQ,660,Unf,0,108,768,GasA,Gd,Y,SBrkr,768,0,0,768,0,1,1,0,2,1,TA,5,Typ,0,NA,Detchd,1974,Fin,1,396,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,133900 +954,60,RL,NA,11075,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,2Story,5,4,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,232,TA,TA,CBlock,TA,TA,Av,ALQ,562,LwQ,193,29,784,GasA,Ex,Y,SBrkr,1168,800,0,1968,0,1,2,1,4,1,TA,7,Min2,1,Po,Attchd,1969,RFn,2,530,TA,TA,Y,305,189,0,0,0,0,NA,MnPrv,Shed,400,9,2008,WD,Normal,172000 +955,90,RL,35,9400,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,6,5,1975,1975,Flat,Tar&Grv,WdShing,Plywood,BrkFace,250,TA,TA,CBlock,Gd,Gd,Gd,GLQ,945,Unf,0,0,945,GasA,TA,Y,SBrkr,980,0,0,980,0,2,2,0,4,0,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,AdjLand,127500 +956,90,RH,82,7136,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,Duplex,2Story,6,6,1946,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,423,TA,TA,CBlock,Gd,TA,No,Rec,484,Unf,0,495,979,GasA,TA,N,FuseF,979,979,0,1958,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1946,Unf,2,492,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,145000 +957,160,RM,24,1300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,TwnhsE,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,285,Unf,0,276,561,GasA,TA,Y,SBrkr,561,668,0,1229,0,0,1,1,2,1,TA,5,Typ,1,TA,Attchd,1980,Fin,2,462,TA,TA,Y,150,0,0,0,0,0,NA,GdPrv,NA,0,5,2009,WD,Normal,124000 +958,20,RL,70,7420,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,417,Unf,0,640,1057,GasA,TA,Y,SBrkr,1057,0,0,1057,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1977,Fin,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,132000 +959,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,699,Unf,0,638,1337,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,531,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,185000 +960,160,FV,24,2572,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,1999,Hip,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,604,Unf,0,92,696,GasA,Ex,Y,SBrkr,696,720,0,1416,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,1999,Unf,2,484,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,155000 +961,20,RL,50,7207,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1958,2008,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,Gd,CBlock,TA,TA,Gd,BLQ,696,Unf,0,162,858,GasA,Gd,Y,SBrkr,858,0,0,858,1,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,117,0,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,116500 +962,60,RL,NA,12227,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosN,Norm,1Fam,2Story,6,7,1977,1995,Gable,CompShg,HdBoard,HdBoard,BrkFace,424,TA,Gd,CBlock,Gd,Gd,No,ALQ,896,Unf,0,434,1330,GasA,TA,Y,SBrkr,1542,1330,0,2872,1,0,2,1,4,1,TA,11,Typ,1,TA,Attchd,1977,Fin,2,619,TA,TA,Y,550,282,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,272000 +963,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,556,Unf,0,248,804,GasA,TA,Y,SBrkr,804,744,0,1548,1,0,2,1,3,1,Gd,7,Typ,1,TA,Detchd,1976,Unf,2,440,TA,TA,Y,48,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,155000 +964,20,RL,122,11923,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1800,1800,GasA,Ex,Y,SBrkr,1800,0,0,1800,0,0,2,0,2,1,Ex,7,Typ,0,NA,Attchd,2007,Fin,2,702,TA,TA,Y,288,136,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,239000 +965,60,RL,80,11316,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,44,Gd,TA,PConc,Gd,TA,No,GLQ,624,Unf,0,193,817,GasA,Ex,Y,SBrkr,824,1070,0,1894,1,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2002,Fin,2,510,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,214900 +966,60,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2005,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,783,783,GasA,Ex,Y,SBrkr,783,701,0,1484,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,393,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,178900 +967,50,RL,130,9600,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,7,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,BrkTil,TA,Fa,No,Rec,428,Unf,0,300,728,GasA,Ex,Y,SBrkr,976,332,0,1308,1,0,1,1,2,1,TA,7,Min2,2,TA,Detchd,1940,Unf,1,256,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,160000 +968,20,RL,NA,7390,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,151,TA,TA,CBlock,TA,TA,No,ALQ,902,Unf,0,196,1098,GasA,TA,Y,SBrkr,1098,0,0,1098,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1955,Unf,1,260,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,135000 +969,50,RM,50,5925,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,3,6,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,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,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2009,WD,Abnorml,37900 +970,190,RL,75,10382,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,2fmCon,SLvl,6,5,1958,1958,Hip,CompShg,HdBoard,HdBoard,BrkFace,105,TA,Fa,CBlock,TA,TA,Gd,ALQ,513,Unf,0,75,588,GasA,TA,Y,SBrkr,1095,0,0,1095,1,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,ConLD,Normal,140000 +971,50,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,4,4,1949,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,720,720,GasA,TA,N,FuseA,720,472,0,1192,0,0,1,1,4,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Abnorml,135000 +972,160,RL,36,2268,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,GLQ,567,Unf,0,197,764,GasA,Ex,Y,SBrkr,764,862,0,1626,0,0,2,0,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,173000 +973,120,RL,55,7892,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,918,918,GasA,TA,Y,SBrkr,918,0,0,918,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1979,Unf,1,264,TA,TA,Y,28,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,99500 +974,20,FV,95,11639,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,CemntBd,CmentBd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1428,1428,GasA,Ex,Y,SBrkr,1428,0,0,1428,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,480,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,12,2008,New,Partial,182000 +975,70,RL,60,11414,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,BrkSide,RRAn,Feedr,1Fam,2Story,7,8,1910,1993,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,BrkTil,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,TA,N,SBrkr,1136,883,0,2019,0,0,1,0,3,1,Gd,8,Typ,0,NA,Detchd,1997,Unf,2,532,TA,TA,Y,509,135,0,0,0,0,NA,GdPrv,NA,0,10,2009,WD,Normal,167500 +976,160,FV,NA,2651,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,641,Unf,0,32,673,GasA,Ex,Y,SBrkr,673,709,0,1382,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,2000,Unf,2,490,TA,TA,Y,153,50,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,165000 +977,30,RL,51,5900,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,7,1923,1958,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,440,440,GasA,TA,Y,FuseA,869,0,0,869,0,0,1,0,2,1,Fa,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,85500 +978,120,FV,35,4274,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,1106,Unf,0,135,1241,GasA,Ex,Y,SBrkr,1241,0,0,1241,1,0,1,1,1,1,Gd,4,Typ,0,NA,Attchd,2007,Fin,2,569,TA,TA,Y,0,116,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,199900 +979,20,RL,68,9450,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,552,Unf,0,342,894,GasA,Ex,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1999,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Abnorml,110000 +980,20,RL,80,8816,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1963,1963,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,Rec,651,Unf,0,470,1121,GasA,TA,Y,SBrkr,1121,0,0,1121,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1963,Unf,2,480,TA,TA,Y,0,80,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Normal,139000 +981,85,RL,NA,12122,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,7,9,1961,2007,Gable,CompShg,CemntBd,CmentBd,Stone,210,Ex,TA,CBlock,TA,TA,Av,ALQ,867,Unf,0,77,944,GasA,Gd,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,Ex,6,Typ,0,NA,Attchd,1961,RFn,2,588,TA,TA,Y,144,76,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,178400 +982,60,RL,98,12203,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1999,Hip,CompShg,VinylSd,VinylSd,BrkFace,975,Gd,TA,PConc,Gd,TA,No,GLQ,854,Unf,0,371,1225,GasA,Ex,Y,SBrkr,1276,1336,0,2612,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,3,676,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,336000 +983,20,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1266,1266,GasA,Ex,Y,SBrkr,1266,0,0,1266,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,388,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,159895 +984,60,RL,NA,11250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1128,1128,GasA,Ex,Y,SBrkr,1149,1141,0,2290,0,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,2002,Unf,2,779,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,255900 +985,90,RL,75,10125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1.5Fin,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1302,432,0,1734,0,0,2,0,4,2,Gd,8,Typ,0,NA,Attchd,1977,Unf,2,539,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,COD,Normal,126000 +986,190,RL,68,10880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1Story,5,5,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1040,Unf,0,124,1164,GasW,TA,N,SBrkr,1164,0,0,1164,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1950,Unf,1,240,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,8,2008,ConLD,Normal,125000 +987,50,RM,59,5310,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,6,8,1910,2003,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Fa,No,Unf,0,Unf,0,485,485,GasA,Gd,Y,SBrkr,1001,634,0,1635,0,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1950,Unf,1,255,Fa,TA,Y,394,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,117000 +988,20,RL,83,10159,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2009,2010,Hip,CompShg,VinylSd,VinylSd,Stone,450,Ex,TA,PConc,Ex,TA,Av,GLQ,1646,Unf,0,284,1930,GasA,Ex,Y,SBrkr,1940,0,0,1940,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2010,Fin,3,606,TA,TA,Y,168,95,0,0,0,0,NA,NA,NA,0,4,2010,New,Partial,395192 +989,60,RL,NA,12046,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,298,TA,TA,CBlock,TA,TA,No,LwQ,156,Unf,0,692,848,GasA,TA,Y,SBrkr,1118,912,0,2030,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1976,Fin,2,551,TA,TA,Y,0,224,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,195000 +990,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,770,770,GasA,Ex,Y,SBrkr,778,798,0,1576,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,614,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,197000 +991,60,RL,82,9452,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,423,Gd,TA,PConc,Gd,TA,No,GLQ,1074,Unf,0,322,1396,GasA,Ex,Y,SBrkr,1407,985,0,2392,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1997,Fin,3,870,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,348000 +992,70,RM,121,17671,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,8,9,1882,1986,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,No,BLQ,216,Unf,0,700,916,GasA,Gd,Y,SBrkr,916,826,0,1742,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Attchd,1925,Unf,2,424,TA,TA,P,0,169,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,168000 +993,60,RL,80,9760,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,2Story,6,8,1964,1993,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,340,TA,TA,CBlock,TA,TA,Gd,BLQ,536,Rec,117,169,822,GasA,Gd,Y,SBrkr,1020,831,0,1851,0,0,2,1,3,1,Gd,7,Typ,1,Fa,Attchd,1964,RFn,2,440,TA,TA,Y,239,42,0,0,0,0,NA,MnWw,NA,0,7,2007,WD,Normal,187000 +994,60,RL,68,8846,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,750,750,GasA,Ex,Y,SBrkr,750,750,0,1500,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,564,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,173900 +995,20,RL,96,12456,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2006,2007,Hip,CompShg,CemntBd,CmentBd,Stone,230,Ex,TA,PConc,Ex,TA,Gd,GLQ,1172,Unf,0,528,1700,GasA,Ex,Y,SBrkr,1718,0,0,1718,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,786,TA,TA,Y,216,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,337500 +996,50,RL,51,4712,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,BrkSide,Feedr,Norm,1Fam,1.5Fin,4,7,1946,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,384,Unf,0,363,747,GasA,TA,Y,SBrkr,774,456,0,1230,1,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1946,Unf,1,305,TA,TA,Y,0,57,0,0,63,0,NA,MnPrv,NA,0,8,2006,WD,Abnorml,121600 +997,20,RL,NA,10659,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1961,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,915,Unf,0,135,1050,GasA,TA,Y,SBrkr,1050,0,0,1050,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,Unf,1,368,TA,TA,Y,0,319,0,0,0,0,NA,NA,NA,0,1,2006,COD,Normal,136500 +998,20,RL,NA,11717,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,1Story,6,6,1970,1970,Hip,CompShg,HdBoard,HdBoard,BrkFace,571,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1442,1442,GasA,TA,Y,SBrkr,1442,0,0,1442,0,0,2,0,2,1,TA,6,Typ,1,TA,Attchd,1970,RFn,2,615,TA,TA,Y,371,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,185000 +999,30,RM,60,9786,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,3,4,1922,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,1007,1007,GasA,Fa,N,SBrkr,1077,0,0,1077,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1922,Unf,1,210,TA,Fa,P,0,100,48,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,91000 +1000,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,24,Gd,TA,PConc,Gd,TA,Av,GLQ,686,Unf,0,501,1187,GasA,Ex,Y,SBrkr,1208,0,0,1208,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,632,TA,TA,Y,105,61,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,206000 +1001,20,RL,74,10206,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1952,1952,Flat,Tar&Grv,BrkComm,Brk Cmn,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasW,Fa,N,FuseF,944,0,0,944,0,0,1,0,2,1,Fa,4,Min1,0,NA,Detchd,1956,Unf,2,528,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,82000 +1002,30,RL,60,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,691,691,GasA,Ex,Y,FuseA,691,0,0,691,0,0,1,0,2,1,Ex,4,Typ,0,NA,Detchd,1920,Unf,1,216,Fa,TA,N,0,20,94,0,0,0,NA,NA,NA,0,1,2007,WD,Abnorml,86000 +1003,20,RL,75,11957,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,53,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1550,1574,GasA,Ex,Y,SBrkr,1574,0,0,1574,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,824,TA,TA,Y,144,104,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,232000 +1004,90,RL,NA,11500,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Feedr,RRAn,Duplex,1Story,5,6,1976,1976,Gable,CompShg,VinylSd,VinylSd,BrkFace,164,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1680,1680,GasA,Fa,Y,SBrkr,1680,0,0,1680,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1976,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,136905 +1005,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,No,GLQ,16,Unf,0,1330,1346,GasA,Ex,Y,SBrkr,1504,0,0,1504,0,0,2,0,1,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,457,TA,TA,Y,156,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,181000 +1006,80,RL,65,8385,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,8,1977,1977,Gable,CompShg,HdBoard,HdBoard,BrkFace,220,Gd,TA,CBlock,Gd,Gd,Av,GLQ,595,Unf,0,390,985,GasA,TA,Y,SBrkr,985,0,0,985,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1977,Unf,1,328,TA,TA,Y,210,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,149900 +1007,20,RL,NA,12155,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,6,3,1970,1970,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,LwQ,1237,Unf,0,420,1657,GasA,Gd,Y,SBrkr,1657,0,0,1657,0,1,2,0,3,1,TA,7,Typ,1,TA,Attchd,1970,Unf,2,484,TA,TA,Y,0,0,0,0,147,0,NA,NA,NA,0,3,2007,WD,Normal,163500 +1008,160,RM,21,2217,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,4,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,273,LwQ,273,0,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1970,RFn,1,286,TA,TA,Y,238,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,88000 +1009,20,RL,43,12118,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,Stone,108,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,1710,1710,GasA,Ex,Y,SBrkr,1710,0,0,1710,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,550,TA,TA,Y,100,48,0,0,180,0,NA,NA,NA,0,4,2009,WD,Normal,240000 +1010,50,RL,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,1008,1008,GasA,Ex,Y,SBrkr,1008,0,514,1522,0,0,2,0,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,P,0,0,138,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,102000 +1011,50,RL,115,21286,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,5,5,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,720,720,GasA,TA,Y,SBrkr,720,551,0,1271,0,0,2,0,4,1,TA,7,Typ,1,Gd,Attchd,1948,Unf,1,312,TA,TA,Y,0,0,108,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,135000 +1012,90,RL,75,9825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1965,1965,Hip,CompShg,AsphShn,AsphShn,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1664,0,0,1664,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,100000 +1013,70,RL,55,10592,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1923,1996,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,Fa,No,Unf,0,Unf,0,602,602,GasA,TA,Y,SBrkr,900,602,0,1502,0,0,1,1,3,1,Gd,7,Typ,2,TA,Detchd,1923,Unf,1,180,TA,TA,Y,96,0,112,0,53,0,NA,NA,NA,0,8,2007,WD,Normal,165000 +1014,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,4,1910,2006,Hip,CompShg,MetalSd,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,247,Rec,465,310,1022,GasW,TA,N,SBrkr,1022,0,0,1022,1,0,1,0,2,1,TA,4,Maj2,0,NA,Detchd,1956,Unf,1,280,TA,TA,Y,0,30,226,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,85000 +1015,20,RL,60,11664,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1Story,6,5,1948,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,206,TA,TA,CBlock,TA,Fa,No,BLQ,336,Unf,0,746,1082,GasA,TA,Y,SBrkr,1082,0,0,1082,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1948,Unf,1,240,TA,TA,Y,0,130,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,119200 +1016,60,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,8,6,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,643,Unf,0,167,810,GasA,Ex,Y,SBrkr,810,855,0,1665,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,528,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,227000 +1017,20,RL,73,11883,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1996,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,Gd,GLQ,690,Unf,0,814,1504,GasA,Ex,Y,SBrkr,1504,0,0,1504,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1996,Fin,2,478,TA,TA,Y,115,66,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,203000 +1018,120,RL,NA,5814,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Av,GLQ,1036,Unf,0,184,1220,GasA,Gd,Y,SBrkr,1360,0,0,1360,1,0,1,0,1,1,Gd,4,Typ,1,Ex,Attchd,1984,RFn,2,565,TA,TA,Y,63,0,0,0,0,0,NA,NA,NA,0,8,2009,COD,Abnorml,187500 +1019,80,RL,NA,10784,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1991,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,76,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,802,670,0,1472,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1991,RFn,2,402,TA,TA,Y,164,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,160000 +1020,120,RL,43,3013,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,145,Gd,TA,PConc,Gd,TA,Gd,GLQ,16,Unf,0,1346,1362,GasA,Ex,Y,SBrkr,1506,0,0,1506,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,440,TA,TA,Y,142,20,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,213490 +1021,20,RL,60,7024,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,1024,Unf,0,108,1132,GasA,Ex,Y,SBrkr,1132,0,0,1132,1,0,1,1,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,451,TA,TA,Y,252,64,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,176000 +1022,20,RL,64,7406,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,84,Gd,TA,PConc,Gd,TA,Av,GLQ,684,Unf,0,515,1199,GasA,Ex,Y,SBrkr,1220,0,0,1220,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,632,TA,TA,Y,105,54,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,194000 +1023,50,RM,52,9439,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,324,Unf,0,588,912,GasA,Gd,Y,FuseA,912,336,0,1248,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1957,Unf,1,160,Fa,Fa,Y,0,0,192,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,87000 +1024,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,14,Gd,TA,PConc,Gd,Gd,No,GLQ,16,Unf,0,1330,1346,GasA,Ex,Y,SBrkr,1504,0,0,1504,0,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,437,TA,TA,Y,156,20,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,191000 +1025,20,RL,NA,15498,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,6,1976,1976,Hip,WdShake,Stone,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Av,ALQ,1165,LwQ,400,0,1565,GasA,TA,Y,SBrkr,2898,0,0,2898,1,0,2,0,2,1,Gd,10,Typ,1,Gd,Attchd,1976,Fin,2,665,TA,TA,Y,0,72,174,0,0,0,NA,NA,NA,0,5,2008,COD,Abnorml,287000 +1026,20,RL,70,7700,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,138,Rec,468,276,882,GasA,TA,Y,SBrkr,882,0,0,882,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1980,Unf,2,461,TA,TA,Y,96,0,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,112500 +1027,20,RL,73,9300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1960,1960,Gable,CompShg,MetalSd,HdBoard,BrkFace,324,TA,TA,CBlock,TA,TA,No,Rec,697,Unf,0,571,1268,GasA,TA,Y,SBrkr,1264,0,0,1264,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1960,Unf,2,461,TA,TA,Y,0,0,0,0,143,0,NA,NA,NA,0,4,2010,WD,Normal,167500 +1028,20,RL,71,9520,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,338,Gd,TA,PConc,Gd,TA,Gd,GLQ,1513,Unf,0,125,1638,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2008,RFn,3,800,TA,TA,Y,192,44,0,0,0,0,NA,NA,NA,0,4,2008,New,Partial,293077 +1029,50,RL,79,9492,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,5,1941,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Rec,368,BLQ,41,359,768,GasA,TA,Y,SBrkr,968,408,0,1376,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1941,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,105000 +1030,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,7,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,281,TA,TA,CBlock,TA,TA,No,BLQ,317,Unf,0,355,672,GasA,Gd,Y,SBrkr,672,546,0,1218,0,1,1,1,3,1,TA,7,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,118000 +1031,190,RH,NA,7082,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,2fmCon,2Story,5,8,1916,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,686,686,GasA,Gd,Y,SBrkr,948,980,0,1928,0,0,2,0,5,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,228,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,160000 +1032,75,RL,102,15863,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,2.5Fin,7,3,1920,1970,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,TA,TA,No,GLQ,523,Unf,0,301,824,GasA,Ex,Y,SBrkr,1687,998,397,3082,1,0,2,1,5,1,TA,12,Typ,2,TA,Basment,1970,Fin,2,672,TA,TA,Y,136,63,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,197000 +1033,60,RL,NA,14541,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1993,1993,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,1012,Unf,0,326,1338,GasA,Ex,Y,SBrkr,1352,1168,0,2520,1,0,2,1,5,1,Gd,10,Typ,1,TA,Attchd,1993,RFn,3,796,TA,TA,Y,209,55,0,0,0,0,NA,NA,NA,0,11,2006,WD,Abnorml,310000 +1034,20,RL,NA,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,Stone,295,Gd,TA,PConc,Gd,TA,No,GLQ,986,Unf,0,668,1654,GasA,Ex,Y,SBrkr,1654,0,0,1654,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,Unf,3,900,TA,TA,Y,0,136,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,230000 +1035,30,RL,50,6305,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,7,1938,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Fa,Fa,No,Unf,0,Unf,0,920,920,GasA,Ex,Y,SBrkr,954,0,0,954,0,0,1,0,2,1,Fa,5,Typ,1,Gd,Basment,1938,Unf,1,240,Fa,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,119750 +1036,20,RL,NA,11500,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,3,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,N,SBrkr,845,0,0,845,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1957,Unf,1,290,TA,TA,N,186,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,84000 +1037,20,RL,89,12898,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,70,Gd,TA,PConc,Ex,TA,Gd,GLQ,1022,Unf,0,598,1620,GasA,Ex,Y,SBrkr,1620,0,0,1620,1,0,2,0,2,1,Ex,6,Typ,1,Ex,Attchd,2008,Fin,3,912,TA,TA,Y,228,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,315500 +1038,60,RL,NA,9240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,396,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1055,1055,GasA,Ex,Y,SBrkr,1055,1208,0,2263,0,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2001,Fin,2,905,TA,TA,Y,0,45,0,0,189,0,NA,NA,NA,0,9,2008,WD,Normal,287000 +1039,160,RM,21,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,6,1970,2008,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,TA,Y,SBrkr,798,546,0,1344,0,0,1,1,3,1,TA,6,Typ,1,TA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,97000 +1040,180,RM,21,1477,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,SFoyer,4,4,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,509,Unf,0,121,630,GasA,TA,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,80000 +1041,20,RL,88,13125,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,4,1957,2000,Gable,CompShg,Wd Sdng,Wd Sdng,BrkCmn,67,TA,TA,CBlock,TA,TA,No,Rec,168,BLQ,682,284,1134,GasA,Ex,Y,SBrkr,1803,0,0,1803,1,0,2,0,3,1,TA,8,Maj1,1,TA,Attchd,1957,RFn,2,484,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,1,2006,WD,Normal,155000 +1042,60,RL,NA,9130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,2Story,6,8,1966,2000,Hip,CompShg,HdBoard,HdBoard,BrkFace,252,TA,TA,CBlock,TA,TA,No,GLQ,400,Rec,64,336,800,GasA,Gd,Y,SBrkr,800,832,0,1632,0,1,1,1,4,1,Gd,7,Typ,0,NA,Attchd,1966,Unf,2,484,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,173000 +1043,120,RL,34,5381,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,135,Gd,TA,PConc,Gd,TA,Av,ALQ,900,Unf,0,406,1306,GasA,Ex,Y,SBrkr,1306,0,0,1306,1,0,2,0,1,1,Gd,5,Typ,1,Gd,Attchd,2005,RFn,2,624,TA,TA,Y,170,63,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,196000 +1044,60,RL,86,11839,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1990,1990,Hip,CompShg,HdBoard,HdBoard,BrkFace,99,TA,TA,PConc,Gd,TA,No,GLQ,1085,Unf,0,390,1475,GasA,Ex,Y,SBrkr,1532,797,0,2329,1,0,2,1,4,1,Gd,10,Typ,1,Ex,Attchd,1990,Unf,2,514,TA,TA,Y,192,121,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,262280 +1045,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,1Story,8,5,1981,1981,Hip,WdShngl,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,1104,Unf,0,1420,2524,GasA,TA,Y,SBrkr,2524,0,0,2524,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1981,Fin,2,542,TA,TA,Y,474,120,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,278000 +1046,20,RL,NA,13680,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,5,1955,1955,Hip,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,FuseA,1733,0,0,1733,0,0,2,0,4,1,TA,8,Min2,1,Gd,Attchd,1955,Unf,2,452,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,139600 +1047,60,RL,85,16056,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,Stone,208,Gd,TA,PConc,Ex,TA,Av,GLQ,240,Unf,0,1752,1992,GasA,Ex,Y,SBrkr,1992,876,0,2868,0,0,3,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2005,Fin,3,716,TA,TA,Y,214,108,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,556581 +1048,20,RL,57,9245,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,686,Unf,0,304,990,GasA,Ex,Y,SBrkr,990,0,0,990,0,1,1,0,3,1,TA,5,Typ,0,NA,Detchd,1996,Unf,2,672,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,145000 +1049,20,RL,100,21750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,4,1960,2006,Hip,CompShg,HdBoard,HdBoard,BrkFace,75,TA,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1771,0,0,1771,0,0,1,0,3,1,TA,9,Min1,1,TA,Attchd,1960,Unf,2,336,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,11,2009,WD,Normal,115000 +1050,20,RL,60,11100,Pave,NA,Reg,Low,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,7,1946,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,930,0,0,930,0,0,1,0,2,1,Gd,6,Typ,0,NA,Detchd,1946,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Abnorml,84900 +1051,20,RL,73,8993,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1302,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,436,TA,TA,Y,0,22,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,176485 +1052,20,RL,103,11175,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1316,1316,GasA,Ex,Y,SBrkr,1316,0,0,1316,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,440,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,200141 +1053,60,RL,100,9500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,2Story,6,6,1964,1978,Gable,CompShg,VinylSd,VinylSd,BrkCmn,272,TA,TA,CBlock,TA,TA,No,Rec,442,Unf,0,374,816,GasA,TA,Y,SBrkr,1127,850,0,1977,0,1,1,1,4,1,TA,9,Typ,1,TA,Attchd,1964,RFn,2,540,TA,TA,Y,0,52,0,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,165000 +1054,20,RL,68,8562,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,5,6,1957,2002,Hip,CompShg,HdBoard,HdBoard,Stone,145,TA,TA,CBlock,TA,TA,Av,Rec,383,Unf,0,833,1216,GasA,Ex,Y,FuseA,1526,0,0,1526,0,0,1,0,4,1,TA,7,Min2,1,Gd,Basment,1957,Unf,1,364,TA,TA,Y,116,78,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,144500 +1055,60,RL,90,11367,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,Mn,GLQ,932,Unf,0,133,1065,GasA,Ex,Y,SBrkr,1091,898,0,1989,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,2,586,TA,TA,Y,199,60,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,255000 +1056,20,RL,104,11361,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,160,TA,TA,CBlock,Gd,TA,No,ALQ,644,Unf,0,549,1193,GasA,TA,Y,SBrkr,1523,0,0,1523,0,1,2,0,3,1,TA,7,Typ,1,TA,Attchd,1976,Fin,2,478,TA,TA,Y,0,0,0,0,189,0,NA,MnPrv,NA,0,5,2008,COD,Abnorml,180000 +1057,120,RL,43,7052,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,240,Gd,TA,PConc,Gd,TA,Av,GLQ,659,Unf,0,705,1364,GasA,Ex,Y,SBrkr,1364,0,0,1364,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,484,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,185850 +1058,60,RL,NA,29959,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,6,1994,1994,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,595,Unf,0,378,973,GasA,Ex,Y,SBrkr,979,871,0,1850,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,1994,Fin,2,467,TA,TA,Y,168,98,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,248000 +1059,60,RL,96,11308,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,154,Ex,TA,PConc,Ex,TA,Av,GLQ,936,Unf,0,168,1104,GasA,Ex,Y,SBrkr,1130,1054,0,2184,1,0,2,1,3,1,Ex,10,Typ,1,Gd,Attchd,2008,Fin,3,836,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,335000 +1060,50,RL,NA,11275,Pave,NA,IR1,HLS,AllPub,Corner,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,6,7,1932,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,480,TA,TA,CBlock,TA,TA,Mn,Rec,297,LwQ,557,0,854,GasA,TA,Y,SBrkr,1096,895,0,1991,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1977,Unf,2,432,TA,Fa,Y,0,0,19,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,220000 +1061,120,RL,41,4920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2001,2001,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,616,Unf,0,722,1338,GasA,Ex,Y,SBrkr,1338,0,0,1338,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,582,TA,TA,Y,0,0,170,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,213500 +1062,30,C (all),120,18000,Grvl,NA,Reg,Low,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,3,4,1935,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Fa,TA,CBlock,TA,TA,No,Unf,0,Unf,0,894,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1994,RFn,3,1248,TA,TA,Y,0,20,0,0,0,0,NA,NA,Shed,560,8,2008,ConLD,Normal,81000 +1063,190,RM,85,13600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,5,5,1900,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,662,662,GasA,TA,N,SBrkr,1422,915,0,2337,0,0,2,0,5,2,TA,10,Min2,0,NA,Detchd,1945,Unf,2,560,TA,TA,Y,0,57,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,90000 +1064,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,6,1925,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,397,Unf,0,706,1103,GasA,Gd,Y,SBrkr,1103,0,0,1103,0,0,1,0,2,1,Gd,5,Typ,1,Gd,Detchd,1976,Unf,2,440,TA,TA,Y,166,120,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,110500 +1065,20,RL,NA,11000,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1966,1966,Gable,CompShg,Plywood,Plywood,BrkFace,200,TA,TA,CBlock,TA,TA,Mn,BLQ,740,Rec,230,184,1154,GasA,Ex,Y,SBrkr,1154,0,0,1154,0,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1966,RFn,2,480,TA,TA,Y,0,58,0,0,0,0,NA,MnPrv,NA,0,11,2009,WD,Normal,154000 +1066,60,RL,80,14000,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,Ex,TA,Gd,GLQ,1201,Unf,0,105,1306,GasA,Ex,Y,SBrkr,1306,954,0,2260,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1996,RFn,2,533,TA,TA,Y,296,44,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,328000 +1067,60,RL,59,7837,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,7,1993,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,799,799,GasA,Gd,Y,SBrkr,799,772,0,1571,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1993,RFn,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,178000 +1068,60,RL,80,9760,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,2Story,6,6,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,360,TA,TA,CBlock,TA,TA,Gd,GLQ,674,LwQ,106,0,780,GasA,TA,Y,SBrkr,798,813,0,1611,1,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1964,RFn,2,442,TA,TA,Y,328,128,0,0,189,0,NA,NA,NA,0,6,2008,WD,Normal,167900 +1069,160,RM,42,3964,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,6,4,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,837,Unf,0,105,942,GasA,Gd,Y,SBrkr,1291,1230,0,2521,1,0,2,1,5,1,TA,10,Maj1,1,Gd,Attchd,1973,Fin,2,576,TA,TA,Y,728,20,0,0,0,0,NA,GdPrv,NA,0,6,2006,WD,Normal,151400 +1070,45,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Unf,5,7,1949,2003,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,220,Unf,0,625,845,GasA,TA,Y,SBrkr,893,0,0,893,0,1,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1985,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,135000 +1071,20,RL,72,10152,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,MetalSd,MetalSd,BrkFace,120,TA,TA,CBlock,TA,TA,No,BLQ,586,Unf,0,462,1048,GasA,TA,Y,SBrkr,1048,0,0,1048,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,Unf,1,286,TA,TA,Y,0,20,0,0,192,0,NA,NA,NA,0,6,2007,WD,Normal,135000 +1072,60,RL,78,11700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,298,Unf,0,429,727,GasA,Ex,Y,SBrkr,829,727,0,1556,0,0,1,1,4,1,TA,8,Typ,0,NA,Attchd,1968,Unf,2,441,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,154000 +1073,50,RL,50,7585,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,5,3,1948,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,Fa,Mn,Unf,0,Unf,0,810,810,GasA,Fa,Y,FuseA,1002,454,0,1456,1,1,1,0,4,1,TA,7,Typ,1,TA,Detchd,1954,Unf,1,280,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,91500 +1074,60,RL,75,7950,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,6,1977,1977,Hip,CompShg,HdBoard,Plywood,BrkFace,140,TA,TA,CBlock,TA,TA,No,BLQ,535,Unf,0,155,690,GasA,TA,Y,SBrkr,698,728,0,1426,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1977,Fin,2,440,TA,TA,Y,252,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,159500 +1075,20,RL,74,8556,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1240,1240,GasA,Ex,Y,SBrkr,1240,0,0,1240,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,RFn,3,826,TA,TA,Y,140,93,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,194000 +1076,70,RL,75,13125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,6,1940,1984,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,410,Unf,0,390,800,GasA,TA,Y,SBrkr,960,780,0,1740,0,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,CWD,Normal,219500 +1077,50,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1936,1989,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,ALQ,626,Unf,0,170,796,GasA,Gd,Y,SBrkr,1096,370,0,1466,0,1,2,0,3,1,Gd,7,Min1,1,TA,Attchd,1950,Unf,2,566,TA,TA,Y,436,21,0,0,0,0,NA,NA,Shed,500,4,2006,WD,Normal,170000 +1078,20,RL,NA,15870,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1969,1969,Gable,CompShg,VinylSd,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,75,Rec,791,230,1096,GasA,Ex,Y,SBrkr,1096,0,0,1096,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1969,Fin,1,299,TA,TA,Y,240,32,0,0,0,0,NA,NA,NA,0,3,2006,WD,Abnorml,138800 +1079,120,RM,37,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Mn,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,Gd,Attchd,2004,RFn,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,155900 +1080,20,RL,65,8775,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,495,Unf,0,495,990,GasA,Gd,Y,SBrkr,990,0,0,990,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1996,Unf,1,299,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,126000 +1081,20,RL,80,11040,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1971,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,144,Gd,Gd,CBlock,TA,TA,No,ALQ,656,Unf,0,602,1258,GasA,Ex,Y,SBrkr,1258,0,0,1258,0,1,2,0,3,1,Gd,5,Typ,0,NA,Attchd,1971,RFn,2,528,TA,TA,Y,55,0,0,216,0,0,NA,NA,NA,0,10,2008,COD,Abnorml,145000 +1082,20,RL,75,7500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,824,Unf,0,216,1040,GasA,Fa,Y,SBrkr,1040,0,0,1040,1,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1963,Fin,1,308,TA,TA,Y,0,0,220,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,133000 +1083,20,RL,70,8749,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,100,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1459,1459,GasA,Ex,Y,SBrkr,1459,0,0,1459,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2002,RFn,2,527,TA,TA,Y,192,39,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,192000 +1084,20,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1964,1964,Hip,CompShg,HdBoard,HdBoard,BrkFace,425,TA,TA,CBlock,TA,TA,No,BLQ,553,Unf,0,698,1251,GasA,TA,Y,SBrkr,1251,0,0,1251,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1964,RFn,1,461,TA,TA,Y,0,116,0,0,0,0,NA,MnPrv,Shed,700,3,2006,WD,Normal,160000 +1085,60,RL,NA,13031,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,ALQ,592,Unf,0,99,691,GasA,Gd,Y,SBrkr,691,807,0,1498,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1995,Fin,2,409,TA,TA,Y,315,44,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,187500 +1086,85,RL,73,9069,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,SFoyer,6,6,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,747,Unf,0,189,936,GasA,Ex,Y,SBrkr,996,0,0,996,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1992,Unf,2,564,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,147000 +1087,160,RM,NA,1974,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,5,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,334,Unf,0,212,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1973,RFn,1,286,TA,TA,Y,120,96,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,83500 +1088,60,FV,85,10574,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1082,1082,GasA,Ex,Y,SBrkr,1082,871,0,1953,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2005,RFn,3,1043,TA,TA,Y,160,50,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,252000 +1089,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,137500 +1090,120,FV,37,3316,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1039,Unf,0,208,1247,GasA,Ex,Y,SBrkr,1247,0,0,1247,1,0,1,1,1,1,Gd,4,Typ,1,Gd,Attchd,2005,Fin,2,550,TA,TA,Y,0,84,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,197000 +1091,90,RL,60,8544,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1950,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseA,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1987,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,92900 +1092,160,FV,24,2160,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,212,Gd,TA,PConc,Gd,TA,No,BLQ,510,Unf,0,90,600,GasA,Ex,Y,SBrkr,624,628,0,1252,1,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,1999,Unf,2,462,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,160000 +1093,50,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Rec,423,Unf,0,758,1181,GasA,Fa,Y,SBrkr,1390,304,0,1694,0,0,2,0,4,1,TA,7,Typ,1,Gd,Detchd,1925,Unf,2,576,TA,TA,Y,342,0,128,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,136500 +1094,20,RL,71,9230,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,8,1965,1998,Hip,CompShg,MetalSd,MetalSd,BrkFace,166,TA,TA,CBlock,TA,TA,Mn,GLQ,661,Unf,0,203,864,GasA,Gd,Y,SBrkr,1200,0,0,1200,1,0,1,1,1,1,Gd,6,Typ,0,NA,Detchd,1977,Unf,2,884,TA,TA,Y,0,64,0,0,0,0,NA,MnPrv,NA,0,10,2006,WD,Normal,146000 +1095,20,RL,74,5868,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1956,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,248,Rec,240,448,936,GasA,Ex,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1956,Fin,1,308,TA,TA,Y,0,0,80,0,160,0,NA,NA,NA,0,5,2010,WD,Normal,129000 +1096,20,RL,78,9317,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1290,1314,GasA,Gd,Y,SBrkr,1314,0,0,1314,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,440,TA,TA,Y,0,22,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,176432 +1097,70,RM,60,6882,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,6,7,1914,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,684,684,GasA,TA,Y,SBrkr,773,582,0,1355,0,0,1,1,3,1,Gd,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,136,0,115,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,127000 +1098,120,RL,NA,3696,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1986,1986,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1074,1074,GasA,Ex,Y,SBrkr,1088,0,0,1088,0,0,1,1,2,1,Gd,5,Typ,0,NA,Attchd,1987,RFn,2,461,TA,TA,Y,0,74,137,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,170000 +1099,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,6,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,672,Unf,0,0,672,GasA,TA,Y,SBrkr,757,567,0,1324,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1936,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,128000 +1100,20,RL,82,11880,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,7,5,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,206,TA,TA,CBlock,Gd,TA,No,ALQ,704,Unf,0,567,1271,GasA,TA,Y,SBrkr,1601,0,0,1601,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,478,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,COD,Abnorml,157000 +1101,30,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,2,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,Fa,No,Rec,290,Unf,0,0,290,GasA,TA,N,FuseF,438,0,0,438,0,0,1,0,1,1,Fa,3,Typ,0,NA,Detchd,1930,Unf,1,246,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,60000 +1102,20,RL,61,9758,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1971,1971,Gable,CompShg,HdBoard,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,412,LwQ,287,251,950,GasA,TA,Y,SBrkr,950,0,0,950,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,119500 +1103,20,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1960,2002,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,45,TA,TA,CBlock,TA,TA,No,Rec,588,Unf,0,422,1010,GasA,Ex,Y,SBrkr,1134,0,0,1134,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1960,RFn,1,254,TA,TA,Y,0,16,0,0,0,0,NA,MnWw,NA,0,4,2007,WD,Family,135000 +1104,20,RL,79,8910,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,655,Unf,0,0,655,GasA,Ex,Y,SBrkr,1194,0,0,1194,0,1,1,0,3,1,TA,6,Typ,1,Fa,BuiltIn,1954,Fin,2,539,TA,TA,Y,0,0,192,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,159500 +1105,160,RM,24,2016,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,5,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,304,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,630,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1970,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,106000 +1106,60,RL,98,12256,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1994,1995,Gable,CompShg,HdBoard,HdBoard,BrkFace,362,Gd,TA,PConc,Ex,TA,Av,GLQ,1032,Unf,0,431,1463,GasA,Ex,Y,SBrkr,1500,1122,0,2622,1,0,2,1,3,1,Gd,9,Typ,2,TA,Attchd,1994,RFn,2,712,TA,TA,Y,186,32,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,325000 +1107,20,RL,114,10357,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Feedr,Norm,1Fam,1Story,7,5,1990,1991,Hip,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,738,Unf,0,172,910,GasA,Gd,Y,SBrkr,1442,0,0,1442,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1990,Fin,2,719,TA,TA,Y,0,244,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,179900 +1108,60,RL,168,23257,Pave,NA,IR3,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,868,868,GasA,Ex,Y,SBrkr,887,1134,0,2021,0,0,2,1,3,1,Gd,9,Typ,1,Gd,BuiltIn,2006,RFn,2,422,TA,TA,Y,0,100,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,274725 +1109,60,RL,NA,8063,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,924,924,GasA,Ex,Y,SBrkr,948,742,0,1690,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,RFn,2,463,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,11,2007,WD,Abnorml,181000 +1110,20,RL,107,11362,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,Stone,42,Gd,TA,PConc,Ex,TA,Mn,GLQ,1039,Unf,0,797,1836,GasA,Ex,Y,SBrkr,1836,0,0,1836,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,3,862,TA,TA,Y,125,185,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,280000 +1111,60,RL,NA,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,219,Unf,0,554,773,GasA,Gd,Y,SBrkr,773,885,0,1658,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1995,Fin,2,431,TA,TA,Y,224,84,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,188000 +1112,60,RL,80,10480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1976,1976,Hip,CompShg,Plywood,Plywood,BrkFace,660,TA,TA,CBlock,TA,TA,No,ALQ,403,Unf,0,400,803,GasA,TA,Y,SBrkr,1098,866,0,1964,0,0,2,1,4,1,TA,8,Typ,1,Gd,Attchd,1976,RFn,2,483,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,205000 +1113,20,RL,73,7100,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1957,1957,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,GLQ,708,Unf,0,108,816,GasA,TA,Y,FuseA,816,0,0,816,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,129900 +1114,20,RL,66,8923,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,643,Unf,0,365,1008,GasA,Gd,Y,SBrkr,1008,0,0,1008,1,0,1,0,2,1,Gd,6,Typ,0,NA,Attchd,1953,Unf,1,240,TA,TA,Y,0,18,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,134500 +1115,20,RL,90,5400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1954,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,415,Unf,0,418,833,GasA,Ex,Y,SBrkr,833,0,0,833,0,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1955,Unf,1,326,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2006,WD,Normal,117000 +1116,20,RL,93,12085,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,328,Gd,TA,PConc,Ex,TA,No,GLQ,1004,Unf,0,730,1734,GasA,Ex,Y,SBrkr,1734,0,0,1734,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2007,RFn,3,928,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,318000 +1117,80,RL,NA,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,353,Unf,0,55,408,GasA,Ex,Y,SBrkr,779,640,0,1419,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2002,Fin,2,527,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,184100 +1118,20,RL,57,9764,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,7,1967,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,702,Unf,0,192,894,GasA,Ex,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1967,RFn,2,450,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,130000 +1119,80,RL,85,13825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1958,1987,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,533,533,GasA,TA,Y,SBrkr,1021,580,0,1601,0,1,1,0,3,1,TA,6,Min2,0,NA,BuiltIn,1958,RFn,1,300,TA,TA,Y,280,34,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,140000 +1120,20,RL,70,7560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,369,Unf,0,671,1040,GasA,TA,Y,FuseA,1040,0,0,1040,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,286,TA,TA,Y,140,0,252,0,0,0,NA,GdWo,NA,0,7,2006,WD,Normal,133700 +1121,30,RM,59,8263,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1Story,6,5,1920,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1012,1012,GasA,TA,Y,FuseA,1012,0,0,1012,0,0,1,0,2,1,TA,6,Typ,1,Gd,Detchd,1920,Unf,1,308,TA,TA,Y,0,22,112,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,118400 +1122,20,RL,84,10084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1528,1552,GasA,Ex,Y,SBrkr,1552,0,0,1552,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,782,TA,TA,Y,144,20,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,212900 +1123,20,RL,NA,8926,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,3,1956,1956,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,FuseA,960,0,0,960,0,0,1,0,3,1,TA,5,Typ,0,NA,Basment,1956,Unf,1,288,TA,TA,Y,64,0,0,0,160,0,NA,MnPrv,NA,0,10,2009,COD,Abnorml,112000 +1124,20,RL,50,9405,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,9,1947,2008,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Ex,CBlock,TA,TA,No,Unf,0,Unf,0,698,698,GasA,Ex,Y,SBrkr,698,0,0,698,0,1,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,200,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,118000 +1125,80,RL,NA,9125,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,170,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,812,670,0,1482,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1992,Fin,2,392,TA,TA,Y,100,25,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,163900 +1126,20,RL,60,10434,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1955,1955,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1005,1005,GasA,TA,Y,SBrkr,1005,0,0,1005,0,0,1,0,2,1,Fa,5,Typ,1,TA,Detchd,1977,Unf,2,672,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,115000 +1127,120,RL,53,3684,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,130,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1373,1373,GasA,Ex,Y,SBrkr,1555,0,0,1555,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2007,Fin,3,660,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,174000 +1128,20,RL,182,14572,Pave,NA,IR3,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,230,1530,GasA,Ex,Y,SBrkr,1530,0,0,1530,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,3,630,TA,TA,Y,144,36,0,0,0,0,NA,NA,NA,0,11,2007,WD,Family,259000 +1129,60,RL,59,11796,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1112,0,1959,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2004,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,215000 +1130,90,RM,60,7200,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,SFoyer,5,5,1980,1980,Gable,CompShg,MetalSd,MetalSd,BrkFace,180,TA,TA,CBlock,Gd,TA,Gd,GLQ,936,Unf,0,0,936,GasA,TA,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1980,Unf,2,672,TA,TA,Y,49,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,140000 +1131,50,RL,65,7804,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,4,3,1928,1950,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,622,Unf,0,500,1122,GasA,TA,Y,SBrkr,1328,653,0,1981,1,0,2,0,4,1,Gd,7,Min2,2,TA,Detchd,1981,Unf,2,576,TA,TA,Y,431,44,0,0,0,0,NA,MnPrv,NA,0,12,2009,WD,Normal,135000 +1132,20,RL,63,10712,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1991,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,212,Unf,0,762,974,GasA,TA,Y,SBrkr,974,0,0,974,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,28,0,0,0,0,NA,MnPrv,NA,0,9,2007,Oth,Abnorml,93500 +1133,70,RM,90,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,4,1880,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,1008,1008,GasW,TA,Y,SBrkr,1178,1032,0,2210,0,0,2,0,5,1,Fa,8,Typ,0,NA,Detchd,1930,Unf,1,205,Fa,TA,N,0,48,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,117500 +1134,60,RL,80,9828,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,584,Unf,0,544,1128,GasA,Ex,Y,SBrkr,1142,878,0,2020,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1995,RFn,2,466,TA,TA,Y,0,155,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,239500 +1135,60,RL,57,8773,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,916,916,GasA,Gd,Y,SBrkr,916,684,0,1600,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,460,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,169000 +1136,30,RM,60,6180,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1Story,6,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,960,960,GasA,TA,N,SBrkr,986,0,0,986,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1926,Unf,1,180,TA,TA,Y,0,128,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,102000 +1137,50,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,5,1950,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,280,Unf,0,752,1032,GasA,TA,Y,FuseA,1032,220,0,1252,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,288,TA,TA,Y,0,0,96,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,119000 +1138,50,RL,54,6342,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1.5Fin,5,8,1875,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Gd,N,SBrkr,780,240,0,1020,0,0,1,0,2,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,176,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,94000 +1139,20,RL,NA,9819,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,ImStucc,None,0,TA,TA,PConc,TA,TA,Gd,ALQ,1567,Unf,0,0,1567,GasA,TA,Y,SBrkr,1567,0,0,1567,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1977,RFn,2,714,TA,TA,Y,264,32,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,196000 +1140,30,RL,98,8731,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,5,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Fa,BrkTil,TA,TA,No,BLQ,645,Unf,0,270,915,GasA,TA,Y,SBrkr,1167,0,0,1167,0,0,1,0,3,1,TA,6,Maj1,1,Gd,Detchd,1972,Unf,2,495,TA,TA,Y,0,0,216,0,126,0,NA,NA,NA,0,5,2007,WD,Normal,144000 +1141,20,RL,60,7350,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,1951,Gable,CompShg,HdBoard,HdBoard,None,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,NA,Detchd,1988,Unf,2,840,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,COD,Abnorml,139000 +1142,60,RL,NA,10304,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,2Story,5,7,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,44,TA,Gd,CBlock,TA,TA,No,ALQ,381,Unf,0,399,780,GasA,Ex,Y,SBrkr,1088,780,0,1868,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1976,Unf,2,484,TA,TA,Y,448,96,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,197500 +1143,60,RL,77,9965,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,340,Gd,TA,PConc,Ex,TA,Gd,GLQ,1150,Unf,0,316,1466,GasA,Ex,Y,SBrkr,1466,1362,0,2828,1,0,3,0,4,1,Gd,11,Typ,1,TA,BuiltIn,2006,RFn,3,1052,TA,TA,Y,125,144,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,424870 +1144,20,RL,NA,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,3,1959,1959,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,288,Unf,0,718,1006,GasA,TA,Y,SBrkr,1006,0,0,1006,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,80000 +1145,190,RL,60,12180,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1.5Fin,4,4,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,Gd,TA,No,BLQ,348,Unf,0,324,672,Grav,Fa,N,FuseA,672,252,0,924,1,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1941,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2010,WD,Normal,80000 +1146,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1928,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1042,1042,GasA,Ex,Y,SBrkr,1042,534,0,1576,0,0,1,0,3,1,TA,8,Typ,1,Gd,Detchd,1928,Unf,1,225,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Family,149000 +1147,20,RL,NA,11200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1985,1985,Gable,CompShg,Wd Sdng,Wd Shng,BrkFace,85,Gd,TA,CBlock,Gd,TA,No,GLQ,1258,Unf,0,40,1298,GasA,TA,Y,SBrkr,1298,0,0,1298,1,0,2,0,3,1,Gd,5,Typ,1,TA,Attchd,1985,Unf,2,403,TA,TA,Y,165,26,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,180000 +1148,70,RL,75,12000,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,7,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,275,Unf,0,429,704,GasA,Ex,Y,SBrkr,860,704,0,1564,0,0,1,1,3,1,Fa,7,Typ,1,Gd,Attchd,1941,Unf,1,234,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,174500 +1149,50,RM,NA,5700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,7,7,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,572,572,GasA,TA,Y,SBrkr,572,539,0,1111,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1982,Unf,1,288,TA,TA,Y,0,0,176,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,116900 +1150,70,RM,50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2Story,7,9,1920,1988,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,ALQ,624,Unf,0,26,650,GasA,Ex,Y,SBrkr,832,650,0,1482,0,1,1,0,3,1,TA,7,Typ,0,NA,Detchd,1930,Unf,2,324,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,143000 +1151,20,RL,57,8280,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1950,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,932,932,GasA,Ex,Y,FuseA,932,0,0,932,0,0,1,0,2,1,Gd,4,Typ,1,Gd,Attchd,1950,Unf,1,306,TA,TA,Y,0,0,214,0,0,0,NA,GdPrv,NA,0,11,2007,WD,Normal,124000 +1152,20,RL,134,17755,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,4,1959,1959,Gable,CompShg,HdBoard,Plywood,BrkFace,132,TA,TA,CBlock,TA,TA,No,BLQ,176,Unf,0,1290,1466,GasA,TA,Y,SBrkr,1466,0,0,1466,0,0,1,1,3,1,Fa,6,Typ,2,Gd,Attchd,1959,Fin,2,528,TA,TA,Y,0,140,0,0,100,0,NA,NA,NA,0,11,2006,WD,Normal,149900 +1153,20,RL,90,14115,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,7,1956,2004,Gable,CompShg,Stone,Stone,None,0,TA,TA,PConc,TA,TA,No,ALQ,296,GLQ,547,230,1073,GasA,Ex,Y,SBrkr,1811,0,0,1811,0,0,1,0,2,1,Ex,6,Typ,1,Gd,Attchd,1956,Fin,2,470,TA,TA,Y,0,0,280,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,230000 +1154,30,RM,NA,5890,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,6,8,1930,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,Av,ALQ,538,Unf,0,278,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,2002,Unf,1,432,TA,TA,Y,0,0,96,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,120500 +1155,60,RL,NA,13700,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1965,1988,Gable,CompShg,VinylSd,VinylSd,Stone,288,TA,TA,CBlock,TA,TA,Gd,ALQ,454,Unf,0,410,864,GasA,TA,Y,SBrkr,902,918,0,1820,0,0,1,2,4,1,Gd,8,Typ,2,Gd,Attchd,1965,Unf,2,492,TA,TA,Y,60,84,0,0,273,0,NA,GdPrv,NA,0,5,2008,WD,Normal,201800 +1156,20,RL,90,10768,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Veenker,Norm,Norm,1Fam,1Story,5,8,1976,2004,Gable,CompShg,Plywood,Plywood,None,0,Gd,Gd,CBlock,Gd,TA,Gd,ALQ,1157,Unf,0,280,1437,GasA,TA,Y,SBrkr,1437,0,0,1437,1,0,2,0,3,1,Gd,6,Typ,1,Fa,Attchd,1976,RFn,2,528,TA,TA,Y,0,21,0,0,180,0,NA,NA,NA,0,7,2007,WD,Normal,218000 +1157,80,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,8,1965,1999,Gable,CompShg,BrkFace,BrkFace,None,0,TA,Gd,PConc,TA,TA,Gd,ALQ,633,Unf,0,586,1219,GasA,Gd,Y,SBrkr,1265,0,0,1265,0,1,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,1965,RFn,2,502,TA,TA,Y,0,92,0,96,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,179900 +1158,120,RL,34,5001,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,166,Gd,TA,PConc,Gd,TA,No,GLQ,904,Unf,0,410,1314,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,626,TA,TA,Y,172,62,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,230000 +1159,20,RL,92,11932,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,186,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1580,1580,GasA,Ex,Y,SBrkr,1580,0,0,1580,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,3,830,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,6,2008,ConLD,Partial,235128 +1160,60,RL,76,9120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1974,1974,Hip,CompShg,HdBoard,HdBoard,BrkFace,270,Gd,TA,CBlock,TA,TA,No,ALQ,442,Unf,0,459,901,GasA,TA,Y,SBrkr,943,933,0,1876,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1974,RFn,2,540,Gd,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,185000 +1161,160,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,5,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,311,Unf,0,544,855,GasA,Fa,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,Unf,2,440,TA,TA,Y,26,0,0,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,146000 +1162,20,RL,NA,14778,Pave,NA,IR1,Low,AllPub,CulDSac,Gtl,Crawfor,PosN,Norm,1Fam,1Story,6,7,1954,2006,Hip,CompShg,HdBoard,HdBoard,BrkFace,72,Gd,TA,CBlock,TA,TA,No,BLQ,728,Unf,0,568,1296,GasA,Ex,Y,SBrkr,1640,0,0,1640,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1993,Unf,2,924,TA,TA,Y,108,0,0,216,0,0,NA,NA,NA,0,11,2008,WD,Normal,224000 +1163,20,RL,109,8724,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,492,Unf,0,402,894,GasA,Gd,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,1,Po,Attchd,1968,Fin,2,450,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,129000 +1164,90,RL,60,12900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,Duplex,SFoyer,4,4,1969,1969,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,1198,Unf,0,0,1198,GasA,TA,Y,SBrkr,1258,0,0,1258,2,0,0,2,0,2,TA,6,Typ,0,NA,CarPort,1969,Unf,2,400,Fa,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Alloca,108959 +1165,80,RL,NA,16157,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,SLvl,5,7,1978,1978,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,Gd,ALQ,680,Rec,391,289,1360,GasA,Ex,Y,SBrkr,1432,0,0,1432,1,0,1,1,2,1,Gd,5,Typ,1,TA,Attchd,1978,Unf,2,588,TA,TA,Y,168,180,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,194000 +1166,20,RL,79,9541,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,268,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1502,1502,GasA,Ex,Y,SBrkr,1502,0,0,1502,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2009,RFn,2,644,TA,TA,Y,0,114,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,233170 +1167,20,RL,64,10475,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,72,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1694,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,3,776,TA,TA,Y,160,33,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,245350 +1168,60,RL,58,10852,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,786,Unf,0,173,959,GasA,Ex,Y,SBrkr,959,712,0,1671,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,472,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,173000 +1169,70,RL,120,13728,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,7,1935,1986,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,Rec,626,Unf,0,501,1127,GasA,Ex,Y,SBrkr,1236,872,0,2108,0,0,2,0,4,1,Gd,7,Typ,2,TA,Basment,1935,Unf,2,540,TA,TA,Y,0,0,0,0,90,0,NA,NA,NA,0,7,2008,WD,Normal,235000 +1170,60,RL,118,35760,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,5,1995,1996,Hip,CompShg,HdBoard,HdBoard,BrkFace,1378,Gd,Gd,PConc,Ex,TA,Gd,GLQ,1387,Unf,0,543,1930,GasA,Ex,Y,SBrkr,1831,1796,0,3627,1,0,3,1,4,1,Gd,10,Typ,1,TA,Attchd,1995,Fin,3,807,TA,TA,Y,361,76,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,625000 +1171,80,RL,76,9880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,522,Unf,0,574,1096,GasA,TA,Y,SBrkr,1118,0,0,1118,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1977,Fin,1,358,TA,TA,Y,203,0,0,0,0,576,Gd,GdPrv,NA,0,7,2008,WD,Normal,171000 +1172,20,RL,76,9120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1958,1958,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,662,Unf,0,599,1261,GasA,Ex,Y,SBrkr,1261,0,0,1261,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1958,RFn,2,433,TA,TA,Y,0,0,0,0,288,0,NA,NA,Shed,1400,11,2008,WD,Normal,163000 +1173,160,FV,35,4017,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2006,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,625,625,GasA,Ex,Y,SBrkr,625,625,0,1250,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2006,Fin,2,625,TA,TA,Y,0,54,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,171900 +1174,50,RL,138,18030,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,5,6,1946,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,152,BLQ,469,977,1598,GasA,TA,Y,SBrkr,1636,971,479,3086,0,0,3,0,3,1,Ex,12,Maj1,1,Gd,NA,NA,NA,0,0,NA,NA,Y,122,0,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,200500 +1175,70,RL,80,16560,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,8,1932,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,503,Unf,0,449,952,GasA,TA,Y,SBrkr,1170,1175,0,2345,0,0,2,1,4,1,TA,9,Typ,1,Gd,Detchd,1932,Unf,2,360,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,239000 +1176,50,RL,85,10678,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1.5Fin,8,5,1992,2000,Hip,CompShg,HdBoard,HdBoard,BrkFace,337,Gd,TA,PConc,Gd,TA,No,GLQ,700,Unf,0,983,1683,GasA,Ex,Y,SBrkr,2129,743,0,2872,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1992,Fin,2,541,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,285000 +1177,20,RL,37,6951,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1984,1985,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,658,Unf,0,218,876,GasA,TA,Y,SBrkr,923,0,0,923,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1984,Unf,1,264,TA,TA,Y,362,0,0,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,119500 +1178,50,RM,NA,3950,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,8,1926,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,468,Unf,0,350,818,GasA,TA,Y,SBrkr,818,406,0,1224,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,210,TA,TA,N,0,0,116,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,115000 +1179,50,RL,54,7681,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1921,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,731,731,GasA,Ex,Y,SBrkr,820,523,0,1343,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1921,Unf,1,186,Fa,TA,Y,192,0,102,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,154900 +1180,20,RL,77,8335,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1124,0,0,1124,0,0,1,0,3,1,TA,5,Min2,1,Gd,NA,NA,NA,0,0,NA,NA,N,0,36,190,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,93000 +1181,60,RL,NA,11170,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,1990,1991,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Wood,Gd,TA,No,LwQ,1216,Unf,0,0,1216,GasA,Ex,Y,SBrkr,1298,1216,0,2514,0,0,2,1,4,1,TA,8,Typ,0,NA,Attchd,1990,Fin,2,693,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,4,2006,WD,Normal,250000 +1182,120,RM,64,5587,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2008,2008,Hip,CompShg,CemntBd,CmentBd,Stone,186,Ex,TA,PConc,Ex,TA,Gd,GLQ,1480,Unf,0,120,1600,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2008,Fin,2,482,TA,TA,Y,162,53,0,153,0,0,NA,NA,NA,0,11,2008,New,Partial,392500 +1183,60,RL,160,15623,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,5,1996,1996,Hip,CompShg,Wd Sdng,ImStucc,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,2096,Unf,0,300,2396,GasA,Ex,Y,SBrkr,2411,2065,0,4476,1,0,3,1,4,1,Ex,10,Typ,2,TA,Attchd,1996,Fin,3,813,TA,TA,Y,171,78,0,0,0,555,Ex,MnPrv,NA,0,7,2007,WD,Abnorml,745000 +1184,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1920,1950,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Rec,821,Unf,0,299,1120,GasA,Ex,Y,SBrkr,1130,0,0,1130,1,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1970,Unf,2,720,TA,TA,Y,229,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,120000 +1185,20,RL,50,35133,Grvl,NA,Reg,Lvl,AllPub,Inside,Mod,Timber,Norm,Norm,1Fam,1Story,5,4,1963,1963,Hip,CompShg,MetalSd,MetalSd,BrkFace,226,TA,TA,CBlock,TA,TA,Gd,Rec,1159,Unf,0,413,1572,GasA,Gd,Y,SBrkr,1572,0,0,1572,1,0,1,1,3,1,TA,5,Typ,2,TA,2Types,1963,RFn,3,995,TA,TA,Y,0,263,0,0,263,0,NA,NA,NA,0,5,2007,WD,Normal,186700 +1186,50,RL,60,9738,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1924,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,392,Unf,0,392,784,GasA,Gd,Y,SBrkr,949,272,0,1221,1,0,1,0,4,1,TA,7,Typ,0,NA,Attchd,1965,Unf,1,392,TA,TA,Y,0,0,236,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,104900 +1187,190,RL,107,10615,Pave,NA,IR1,Bnk,AllPub,Corner,Mod,OldTown,Artery,Artery,2fmCon,2Story,3,5,1900,1970,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,Mn,BLQ,440,Unf,0,538,978,GasA,TA,Y,SBrkr,1014,685,0,1699,1,0,2,0,3,2,TA,7,Typ,0,NA,CarPort,1920,Unf,2,420,Fa,Fa,Y,0,74,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,95000 +1188,20,RL,89,12461,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1994,1995,Gable,CompShg,ImStucc,ImStucc,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1456,Unf,0,168,1624,GasA,Ex,Y,SBrkr,1624,0,0,1624,1,0,2,0,2,1,Gd,5,Typ,1,Fa,Attchd,1994,RFn,3,757,TA,TA,Y,0,114,192,0,0,0,NA,GdPrv,NA,0,7,2006,WD,Normal,262000 +1189,60,RL,68,8935,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,95,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,831,831,GasA,Ex,Y,SBrkr,831,829,0,1660,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2002,RFn,2,493,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,195000 +1190,60,RL,60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,994,994,GasA,Gd,Y,SBrkr,1028,776,0,1804,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1999,Fin,2,442,TA,TA,Y,140,60,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,189000 +1191,190,RL,NA,32463,Pave,NA,Reg,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,2fmCon,1Story,4,4,1961,1975,Gable,CompShg,MetalSd,MetalSd,Stone,149,TA,Gd,CBlock,TA,TA,Av,BLQ,1159,Unf,0,90,1249,GasA,Ex,Y,SBrkr,1622,0,0,1622,1,0,1,0,3,1,TA,7,Typ,1,TA,2Types,1975,Fin,4,1356,TA,TA,Y,439,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,168000 +1192,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,776,776,GasA,Ex,Y,SBrkr,764,677,0,1441,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,1999,Unf,2,492,TA,TA,Y,206,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,174000 +1193,50,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1925,1994,Gambrel,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,702,702,GasA,Gd,Y,SBrkr,842,630,0,1472,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1925,Unf,1,250,TA,Fa,P,0,0,84,0,0,0,NA,GdWo,NA,0,7,2007,WD,Normal,125000 +1194,120,RM,NA,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1999,1999,Hip,CompShg,VinylSd,VinylSd,BrkFace,425,TA,TA,PConc,Ex,TA,No,GLQ,883,Unf,0,341,1224,GasA,Ex,Y,SBrkr,1224,0,0,1224,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1999,Fin,2,402,TA,TA,Y,0,304,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,165000 +1195,60,RL,80,9364,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,7,1969,1969,Gable,CompShg,HdBoard,HdBoard,Stone,143,TA,TA,CBlock,TA,TA,No,ALQ,371,Unf,0,292,663,GasA,TA,Y,SBrkr,663,689,0,1352,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1969,Fin,1,299,TA,TA,Y,379,36,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal,158000 +1196,60,RL,51,8029,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2005,Fin,2,400,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,176000 +1197,60,RL,58,14054,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,879,879,GasA,Ex,Y,SBrkr,879,984,0,1863,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2006,Fin,3,660,TA,TA,Y,100,17,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial,219210 +1198,75,RM,65,8850,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,6,1916,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,815,815,GasA,Ex,Y,SBrkr,815,875,0,1690,0,0,1,0,3,1,TA,7,Typ,1,Gd,Detchd,1916,Unf,1,225,TA,TA,Y,0,0,330,0,0,0,NA,NA,NA,0,7,2006,ConLw,Normal,144000 +1199,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1212,1212,GasA,Ex,Y,SBrkr,1212,0,0,1212,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,573,TA,TA,Y,356,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,178000 +1200,20,RL,75,11235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,5,1963,1979,Gable,CompShg,HdBoard,HdBoard,BrkFace,51,TA,TA,CBlock,TA,TA,No,Rec,547,Unf,0,504,1051,GasA,Gd,Y,SBrkr,1382,0,0,1382,0,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1974,Unf,2,459,TA,TA,Y,0,82,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,148000 +1201,20,RL,71,9353,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1970,1970,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,864,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1972,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,0,7,2006,Oth,Abnorml,116050 +1202,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,866,866,GasA,Ex,Y,SBrkr,866,913,0,1779,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1998,RFn,2,546,TA,TA,Y,198,36,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,197900 +1203,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,8,1925,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,884,464,0,1348,1,0,1,0,3,1,TA,5,Typ,1,Fa,Detchd,1960,Unf,1,216,TA,TA,N,0,0,208,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,117000 +1204,20,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,171,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1630,1630,GasA,Ex,Y,SBrkr,1630,0,0,1630,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2000,Unf,2,451,TA,TA,Y,74,234,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,213000 +1205,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1975,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,788,Unf,0,268,1056,GasA,Ex,Y,SBrkr,1074,0,0,1074,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1975,RFn,2,495,TA,TA,Y,0,88,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,153500 +1206,20,RL,90,14684,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,7,1990,1991,Hip,CompShg,HdBoard,HdBoard,BrkFace,234,Gd,TA,CBlock,Gd,TA,Mn,ALQ,485,BLQ,177,1496,2158,GasA,Gd,Y,SBrkr,2196,0,0,2196,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1990,RFn,3,701,TA,TA,Y,84,70,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,271900 +1207,20,RH,NA,8900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,4,4,1966,1966,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,1056,Unf,0,0,1056,GasA,TA,Y,SBrkr,1056,0,0,1056,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1966,Unf,1,384,TA,TA,Y,0,42,0,0,0,0,NA,MnPrv,NA,0,11,2006,WD,Normal,107000 +1208,20,RL,70,9135,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,Gd,TA,PConc,Gd,TA,Av,GLQ,340,Unf,0,1342,1682,GasA,Ex,Y,SBrkr,1700,0,0,1700,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,544,TA,TA,Y,192,23,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,200000 +1209,20,RL,70,7763,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1962,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,504,BLQ,108,319,931,GasA,TA,Y,SBrkr,1283,0,0,1283,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1980,Unf,2,506,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,140000 +1210,20,RL,85,10182,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,RRNn,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,420,Gd,TA,PConc,Ex,TA,Mn,GLQ,1220,Unf,0,440,1660,GasA,Ex,Y,SBrkr,1660,0,0,1660,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,500,TA,TA,Y,322,50,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,290000 +1211,60,RL,70,11218,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1055,1055,GasA,Ex,Y,SBrkr,1055,790,0,1845,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,RFn,2,462,TA,TA,Y,635,104,0,0,0,0,NA,GdPrv,Shed,400,5,2010,WD,Normal,189000 +1212,50,RL,152,12134,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,Gilbert,Norm,Norm,1Fam,1.5Fin,8,7,1988,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,Wood,Gd,TA,Av,GLQ,427,Unf,0,132,559,GasA,Gd,Y,SBrkr,1080,672,0,1752,0,0,2,0,4,1,TA,8,Typ,0,NA,Basment,1988,RFn,2,492,TA,TA,Y,325,12,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,164000 +1213,30,RL,50,9340,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1941,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,344,Unf,0,328,672,GasA,TA,Y,SBrkr,672,0,0,672,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1941,Unf,1,234,TA,TA,N,0,113,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,113000 +1214,80,RL,NA,10246,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,4,9,1965,2001,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Gd,Av,GLQ,648,Unf,0,0,648,GasA,Ex,Y,SBrkr,960,0,0,960,1,1,0,0,0,1,TA,3,Typ,0,NA,Attchd,1965,Unf,1,364,TA,TA,Y,88,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,145000 +1215,85,RL,69,10205,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,5,1962,1962,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,784,Unf,0,141,925,GasA,TA,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,300,TA,TA,Y,150,72,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,134500 +1216,20,RL,99,7094,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,180,LwQ,374,340,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1966,RFn,1,384,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,125000 +1217,90,RM,68,8930,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,Duplex,1.5Fin,6,5,1978,1978,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1318,584,0,1902,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1978,Unf,2,539,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,112000 +1218,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2009,2009,Gable,CompShg,CemntBd,CmentBd,Stone,72,Gd,TA,PConc,Gd,TA,Mn,GLQ,936,Unf,0,364,1300,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,552,TA,TA,Y,135,112,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,229456 +1219,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,5,1947,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,N,SBrkr,672,240,0,912,0,0,1,0,2,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,80500 +1220,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,CemntBd,CmentBd,BrkFace,236,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,672,672,GasA,TA,Y,SBrkr,672,546,0,1218,0,0,1,1,3,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,201,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,91500 +1221,20,RL,66,7800,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1964,1964,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,312,LwQ,600,0,912,GasA,TA,Y,SBrkr,912,0,0,912,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1964,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Abnorml,115000 +1222,20,RL,55,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,250,LwQ,492,210,952,GasA,Ex,Y,SBrkr,1211,0,0,1211,0,0,1,0,3,1,TA,5,Typ,1,TA,Attchd,1968,Unf,1,322,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,134000 +1223,50,RL,78,10496,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,6,1949,1950,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,320,TA,TA,CBlock,TA,TA,Mn,Rec,196,Unf,0,844,1040,GasA,Ex,Y,SBrkr,1168,678,0,1846,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1949,Unf,1,315,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,1,2007,WD,Normal,143000 +1224,20,RL,89,10680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1951,1951,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,44,TA,TA,CBlock,TA,Fa,No,LwQ,756,Unf,0,1380,2136,GasA,TA,N,FuseA,2136,0,0,2136,0,0,2,0,4,1,TA,7,Mod,0,NA,Detchd,1951,Unf,2,528,TA,TA,Y,0,30,0,0,0,0,NA,MnPrv,NA,0,10,2006,WD,Normal,137900 +1225,60,RL,60,15384,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,724,Unf,0,64,788,GasA,Ex,Y,SBrkr,788,702,0,1490,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,388,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,184000 +1226,80,RL,65,10482,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,8,1958,1958,Hip,CompShg,VinylSd,VinylSd,BrkFace,63,TA,Gd,CBlock,TA,TA,Av,GLQ,507,Unf,0,81,588,GasA,Ex,Y,SBrkr,1138,0,0,1138,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,264,TA,TA,Y,224,0,0,0,0,0,NA,MnWw,NA,0,6,2007,WD,Normal,145000 +1227,60,RL,86,14598,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,Feedr,Norm,1Fam,2Story,6,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,74,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,894,894,GasA,Ex,Y,SBrkr,894,1039,0,1933,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2007,Fin,3,668,TA,TA,Y,100,18,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,214000 +1228,20,RL,72,8872,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1965,2008,Gable,CompShg,VinylSd,VinylSd,BrkFace,300,TA,TA,CBlock,TA,TA,No,ALQ,595,Unf,0,317,912,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1992,Unf,2,576,TA,TA,Y,0,240,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,147000 +1229,120,RL,65,8769,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2008,2008,Hip,CompShg,MetalSd,MetalSd,BrkFace,766,Ex,TA,PConc,Ex,TA,No,GLQ,1540,Unf,0,162,1702,GasA,Ex,Y,SBrkr,1702,0,0,1702,1,0,1,1,1,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,1052,TA,TA,Y,0,72,0,0,224,0,NA,NA,NA,0,10,2008,New,Partial,367294 +1230,80,RL,70,7910,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1960,1960,Hip,CompShg,BrkFace,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,666,Unf,0,409,1075,GasA,Gd,Y,SBrkr,1507,0,0,1507,0,0,2,0,4,1,TA,7,Maj1,0,NA,Basment,1960,Unf,1,404,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,8,2008,WD,Normal,127000 +1231,90,RL,NA,18890,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,RRAe,Duplex,1.5Fin,5,5,1977,1977,Shed,CompShg,Plywood,Plywood,None,1,TA,TA,CBlock,Gd,TA,No,GLQ,498,Rec,211,652,1361,GasA,Ex,Y,SBrkr,1361,1259,0,2620,0,0,2,2,4,2,TA,12,Typ,1,TA,BuiltIn,1977,RFn,2,600,TA,TA,N,155,24,145,0,0,0,NA,NA,Gar2,8300,8,2007,WD,Normal,190000 +1232,90,RL,70,7728,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,SLvl,5,6,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,120,TA,TA,CBlock,TA,TA,Av,ALQ,803,Unf,0,303,1106,GasA,TA,Y,SBrkr,1190,0,0,1190,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,2,540,TA,TA,Y,0,18,0,0,0,0,NA,GdWo,NA,0,5,2006,WD,Normal,132500 +1233,90,RL,70,9842,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,Duplex,1Story,4,5,1962,1962,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1224,0,0,1224,0,0,2,0,2,2,TA,6,Typ,0,NA,CarPort,1962,Unf,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,101800 +1234,20,RL,NA,12160,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,Plywood,Plywood,BrkFace,180,TA,TA,CBlock,TA,TA,No,Rec,1000,Unf,0,188,1188,GasA,Fa,Y,SBrkr,1188,0,0,1188,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,2,531,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,COD,Abnorml,142000 +1235,70,RH,55,8525,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2Story,5,6,1911,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,Av,Unf,0,Unf,0,940,940,GasA,TA,N,FuseA,1024,940,0,1964,0,0,1,1,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,192,0,0,0,0,NA,NA,NA,0,11,2008,WD,Abnorml,130000 +1236,70,RL,96,13132,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,5,5,1914,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Unf,0,Unf,0,747,747,GasA,Gd,Y,FuseF,892,892,0,1784,0,0,1,1,4,1,TA,9,Typ,0,NA,Detchd,1914,Unf,1,180,Fa,Fa,N,203,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,138887 +1237,160,RL,36,2628,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,764,764,GasA,Ex,Y,SBrkr,764,862,0,1626,0,0,2,1,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,175500 +1238,60,RL,41,12393,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1101,0,1948,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2004,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,195000 +1239,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1141,1141,GasA,Ex,Y,SBrkr,1141,0,0,1141,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,2005,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Abnorml,142500 +1240,20,RL,64,9037,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,32,Gd,TA,PConc,Gd,TA,Av,GLQ,428,Unf,0,1048,1476,GasA,Ex,Y,SBrkr,1484,0,0,1484,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2006,RFn,2,472,TA,TA,Y,120,33,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,265900 +1241,60,RL,65,8158,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,252,Gd,TA,PConc,Gd,TA,No,GLQ,550,Unf,0,334,884,GasA,Ex,Y,SBrkr,884,884,0,1768,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,543,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,224900 +1242,20,RL,83,9849,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,6,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1689,1689,GasA,Ex,Y,SBrkr,1689,0,0,1689,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,3,954,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,248328 +1243,85,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SFoyer,7,6,1974,1974,Gable,CompShg,Plywood,Plywood,BrkFace,81,TA,TA,CBlock,Gd,TA,Gd,GLQ,885,LwQ,168,0,1053,GasA,TA,Y,SBrkr,1173,0,0,1173,1,0,2,0,3,1,Gd,6,Typ,2,TA,Attchd,1974,RFn,2,528,TA,TA,Y,0,120,0,0,0,0,NA,MnPrv,NA,0,1,2010,WD,Family,170000 +1244,20,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,NA,NA,Ex,TA,PConc,Ex,Gd,Gd,GLQ,1386,Unf,0,690,2076,GasA,Ex,Y,SBrkr,2076,0,0,2076,1,0,2,1,2,1,Ex,7,Typ,1,Gd,Attchd,2006,Fin,3,850,TA,TA,Y,216,229,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,465000 +1245,70,RL,NA,11435,Pave,NA,IR1,HLS,AllPub,Corner,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,7,1929,1950,Gable,CompShg,BrkFace,Stucco,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,792,792,GasA,Fa,Y,SBrkr,792,725,0,1517,0,0,1,0,3,1,Gd,7,Typ,2,Gd,Detchd,1931,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,230000 +1246,80,RL,78,12090,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,7,1984,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,74,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,585,585,GasA,Ex,Y,SBrkr,1140,728,0,1868,0,0,3,1,3,1,TA,7,Typ,1,TA,BuiltIn,1984,Fin,2,477,TA,TA,Y,268,112,0,0,147,0,NA,NA,NA,0,1,2007,WD,Abnorml,178000 +1247,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,756,756,GasA,Ex,Y,SBrkr,756,797,0,1553,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,615,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,186500 +1248,80,RL,NA,12328,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,335,TA,TA,CBlock,TA,TA,Av,GLQ,539,Unf,0,473,1012,GasA,TA,Y,SBrkr,1034,0,0,1034,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1976,Unf,3,888,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,169900 +1249,75,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,6,5,1917,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,319,Unf,0,416,735,OthW,Fa,N,SBrkr,1134,924,0,2058,0,0,1,1,3,1,TA,8,Typ,1,Gd,Detchd,1950,Unf,2,396,Fa,Fa,P,0,0,259,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,129500 +1250,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,534,Rec,96,246,876,GasA,TA,Y,SBrkr,988,0,0,988,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,276,TA,TA,Y,0,80,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,119000 +1251,20,RL,93,11160,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,1968,1968,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,1065,Unf,0,1045,2110,GasA,Ex,Y,SBrkr,2110,0,0,2110,1,0,2,1,3,1,Ex,8,Typ,2,TA,Attchd,1968,Fin,2,522,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,244000 +1252,120,RL,NA,3136,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,Wd Shng,Stone,163,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1405,1405,GasA,Ex,Y,SBrkr,1405,0,0,1405,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2003,RFn,2,478,TA,TA,Y,148,36,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,171750 +1253,20,RL,62,9858,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,510,Unf,0,354,864,GasA,TA,Y,SBrkr,874,0,0,874,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,288,TA,TA,Y,33,0,0,0,0,0,NA,GdWo,Shed,600,11,2009,WD,Normal,130000 +1254,60,RL,NA,17542,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,2Story,7,7,1974,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,Gd,LwQ,125,ALQ,1031,36,1192,GasA,TA,Y,SBrkr,1516,651,0,2167,1,0,2,1,3,1,Gd,9,Typ,2,Gd,Attchd,1974,RFn,2,518,TA,TA,Y,220,47,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal,294000 +1255,60,RL,60,6931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,Stone,92,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,746,746,GasA,Ex,Y,SBrkr,760,896,0,1656,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2003,Fin,2,397,TA,TA,Y,178,128,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,165400 +1256,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1931,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,LwQ,425,Unf,0,459,884,GasA,TA,Y,FuseA,959,408,0,1367,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1978,Unf,1,560,TA,TA,Y,0,0,0,0,120,0,NA,NA,NA,0,11,2007,WD,Normal,127500 +1257,20,RL,91,14303,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1994,1994,Hip,CompShg,HdBoard,HdBoard,BrkFace,554,Gd,TA,PConc,Gd,TA,Gd,GLQ,1314,Unf,0,672,1986,GasA,Ex,Y,SBrkr,1987,0,0,1987,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,691,TA,TA,Y,262,36,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,301500 +1258,30,RL,56,4060,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,8,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Fa,TA,No,Unf,0,Unf,0,864,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,96,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,99900 +1259,80,RL,59,9587,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,182,Gd,TA,PConc,Gd,TA,Gd,GLQ,655,Unf,0,201,856,GasA,Ex,Y,SBrkr,1166,0,0,1166,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,400,TA,TA,Y,212,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,190000 +1260,20,RL,65,9750,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,602,LwQ,438,14,1054,GasA,Gd,Y,SBrkr,1054,0,0,1054,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1969,Unf,2,460,TA,TA,Y,180,0,0,0,80,0,NA,NA,NA,0,7,2008,WD,Normal,151000 +1261,60,RL,NA,24682,Pave,NA,IR3,Lvl,AllPub,CulDSac,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,841,841,GasA,Ex,Y,SBrkr,892,783,0,1675,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1999,Fin,2,502,TA,TA,Y,0,103,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,181000 +1262,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1956,1956,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,504,Unf,0,546,1050,GasA,Gd,Y,SBrkr,1050,0,0,1050,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,338,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,128900 +1263,50,RL,NA,11250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,4,5,1957,1989,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,1104,1104,GasA,Ex,Y,FuseA,1104,684,0,1788,1,0,1,0,5,1,TA,8,Min2,2,TA,Attchd,1957,Unf,1,304,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,161500 +1264,70,RL,60,13515,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,6,6,1919,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,764,764,GasA,Ex,Y,FuseA,1060,764,0,1824,0,0,1,0,3,1,TA,8,Typ,1,Gd,Detchd,1940,Unf,2,520,TA,TA,N,0,0,126,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal,180500 +1265,120,RH,34,4060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,TwnhsE,1Story,6,5,1998,1999,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,266,Unf,0,1139,1405,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1998,Fin,2,511,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,8,2008,COD,Abnorml,181000 +1266,160,FV,35,3735,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,1999,1999,Hip,CompShg,MetalSd,MetalSd,BrkFace,218,Gd,TA,PConc,Gd,TA,No,GLQ,450,Unf,0,241,691,GasA,Ex,Y,SBrkr,713,739,0,1452,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,1999,Unf,2,506,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,183900 +1267,190,RM,60,10120,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,2fmCon,2.5Unf,7,4,1910,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,CBlock,TA,TA,No,Unf,0,Unf,0,925,925,GasA,TA,N,FuseF,964,925,0,1889,0,0,1,1,4,2,TA,9,Typ,1,Gd,Detchd,1960,Unf,1,308,TA,TA,N,0,0,264,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,122000 +1268,20,RL,89,13214,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2008,2009,Hip,CompShg,Stucco,CmentBd,None,0,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,2002,2002,GasA,Ex,Y,SBrkr,2018,0,0,2018,0,0,2,0,3,1,Ex,10,Typ,1,Gd,Attchd,2009,Fin,3,746,TA,TA,Y,144,76,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,378500 +1269,50,RL,NA,14100,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,8,9,1935,1997,Gable,CompShg,Stucco,Stucco,BrkFace,632,TA,Gd,CBlock,TA,TA,Mn,Rec,192,Unf,0,536,728,GasA,Ex,Y,SBrkr,1968,1479,0,3447,0,0,3,1,4,1,Gd,11,Typ,2,Gd,BuiltIn,1982,Unf,3,1014,TA,TA,Y,314,12,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,381000 +1270,50,RL,78,11344,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1.5Fin,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,BrkFace,180,TA,TA,CBlock,TA,TA,No,BLQ,460,Unf,0,414,874,GasW,TA,Y,FuseA,874,650,0,1524,0,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1958,Unf,1,315,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2007,WD,Normal,144000 +1271,40,RL,NA,23595,Pave,NA,Reg,Low,AllPub,Inside,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,6,1979,1979,Shed,WdShake,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1258,Unf,0,74,1332,GasA,TA,Y,SBrkr,1332,192,0,1524,2,0,0,1,0,1,Gd,4,Typ,1,TA,Attchd,1979,Fin,2,586,TA,TA,Y,268,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,260000 +1272,20,RL,NA,9156,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,1Story,6,7,1968,1968,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1489,1489,GasA,Gd,Y,SBrkr,1489,0,0,1489,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,1968,RFn,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,185750 +1273,20,RL,NA,13526,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1965,1965,Hip,CompShg,HdBoard,Plywood,BrkFace,114,TA,TA,CBlock,TA,TA,No,BLQ,560,LwQ,375,0,935,GasA,TA,Y,SBrkr,935,0,0,935,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1965,Unf,1,288,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,NA,0,11,2006,WD,Normal,137000 +1274,80,RL,124,11512,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,7,1959,2006,Gable,CompShg,Plywood,Plywood,BrkFace,84,TA,TA,CBlock,TA,TA,Av,ALQ,719,Unf,0,300,1019,GasA,Gd,Y,SBrkr,1357,0,0,1357,1,0,1,0,2,1,Ex,5,Typ,1,Gd,Basment,1959,RFn,1,312,TA,TA,Y,0,0,0,0,163,0,NA,GdPrv,NA,0,5,2008,WD,Normal,177000 +1275,50,RL,53,5362,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1910,2003,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,661,661,GasA,Ex,Y,SBrkr,661,589,0,1250,0,0,2,0,3,1,TA,8,Typ,1,Gd,Detchd,1985,Unf,2,552,TA,TA,Y,242,0,81,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,139000 +1276,90,RL,95,11345,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,Duplex,2Story,5,5,1948,1950,Gable,Roll,AsbShng,AsbShng,Stone,567,TA,TA,CBlock,TA,TA,No,Rec,220,Unf,0,708,928,GasA,Gd,Y,FuseA,928,992,0,1920,0,0,2,0,4,2,TA,10,Typ,0,NA,Detchd,1948,Unf,2,400,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,137000 +1277,60,RL,NA,12936,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1972,1972,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,Gd,No,BLQ,593,Unf,0,130,723,GasA,TA,Y,SBrkr,735,660,0,1395,0,1,1,1,3,1,TA,6,Typ,1,TA,Attchd,1972,Unf,2,497,TA,TA,Y,294,116,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,162000 +1278,80,RL,NA,17871,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,5,1967,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,359,TA,TA,CBlock,Gd,TA,Av,ALQ,528,Unf,0,1152,1680,GasA,Fa,Y,SBrkr,1724,0,0,1724,1,0,1,1,3,1,TA,7,Typ,1,Gd,Attchd,1967,RFn,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,197900 +1279,60,RL,75,9473,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,804,Unf,0,324,1128,GasA,Ex,Y,SBrkr,1128,903,0,2031,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,577,TA,TA,Y,0,211,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,237000 +1280,50,C (all),60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,4,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,698,698,GasA,TA,Y,FuseA,698,430,0,1128,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1980,RFn,2,528,TA,TA,Y,30,0,164,0,0,0,NA,NA,NA,0,4,2010,COD,Abnorml,68400 +1281,20,RL,67,9808,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,110,Gd,TA,PConc,Gd,TA,No,GLQ,788,Unf,0,785,1573,GasA,Ex,Y,SBrkr,1573,0,0,1573,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,RFn,2,544,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,227000 +1282,20,RL,50,8049,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,1Story,7,5,1990,1990,Hip,CompShg,HdBoard,HdBoard,BrkFace,54,TA,TA,CBlock,Gd,TA,No,ALQ,1053,Unf,0,256,1309,GasA,TA,Y,SBrkr,1339,0,0,1339,1,0,2,0,2,1,TA,6,Typ,1,TA,Attchd,1990,Fin,2,484,Gd,Gd,Y,0,58,0,0,90,0,NA,NA,NA,0,7,2006,WD,Normal,180000 +1283,20,RL,61,8800,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1977,2008,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Mn,LwQ,532,Rec,144,364,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,0,0,2,0,3,1,Gd,5,Typ,0,NA,Detchd,1977,Unf,2,484,TA,TA,Y,0,0,0,0,288,0,NA,NA,NA,0,9,2009,WD,Normal,150500 +1284,90,RL,94,9400,Pave,NA,Reg,Low,AllPub,Corner,Gtl,Mitchel,Norm,Norm,Duplex,2Story,6,5,1971,1971,Mansard,CompShg,MetalSd,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,912,912,GasA,TA,Y,SBrkr,912,912,0,1824,0,0,2,2,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,128,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,139000 +1285,50,RL,50,9638,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,1.5Fin,6,7,1919,1990,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,804,804,GasA,Ex,Y,SBrkr,1699,748,0,2447,0,0,2,0,4,1,Gd,10,Min2,1,Gd,Detchd,1969,Unf,1,336,TA,TA,Y,272,0,42,0,116,0,NA,NA,NA,0,3,2010,WD,Normal,169000 +1286,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Ex,Y,FuseF,825,587,0,1412,0,0,1,0,4,1,TA,6,Typ,1,Gd,Detchd,1939,Unf,1,280,TA,TA,Y,45,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,132500 +1287,20,RL,NA,9790,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,6,5,1963,1963,Hip,CompShg,HdBoard,HdBoard,BrkFace,451,TA,TA,CBlock,TA,TA,No,ALQ,569,Rec,81,678,1328,GasA,TA,Y,SBrkr,1328,0,0,1328,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1963,Unf,2,528,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,143000 +1288,20,RL,NA,36500,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,5,5,1964,1964,Gable,CompShg,Wd Sdng,Wd Sdng,BrkCmn,621,TA,Gd,CBlock,TA,TA,Av,Rec,812,Unf,0,812,1624,GasA,Fa,Y,SBrkr,1582,0,0,1582,0,1,2,0,4,1,TA,7,Typ,0,NA,Attchd,1964,Unf,2,390,TA,TA,N,168,198,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,190000 +1289,120,RL,40,5664,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2000,2000,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1158,Unf,0,343,1501,GasA,Ex,Y,SBrkr,1659,0,0,1659,1,0,2,0,2,1,Ex,5,Typ,1,Ex,Attchd,2000,Fin,2,499,TA,TA,Y,212,59,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,278000 +1290,60,RL,86,11065,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,788,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1085,1085,GasA,Ex,Y,SBrkr,1120,850,0,1970,0,0,2,1,3,1,Ex,8,Typ,1,Gd,BuiltIn,2006,Fin,3,753,TA,TA,Y,177,74,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,281000 +1291,80,RL,NA,14112,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1964,1964,Hip,CompShg,Wd Sdng,HdBoard,BrkFace,86,TA,TA,PConc,TA,TA,Av,GLQ,1014,Unf,0,138,1152,GasA,TA,Y,SBrkr,1152,0,0,1152,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1964,RFn,2,484,TA,TA,Y,227,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,180500 +1292,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,5,7,1972,1972,Gable,CompShg,CemntBd,CmentBd,BrkFace,268,TA,TA,CBlock,TA,TA,No,ALQ,231,Unf,0,399,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,185,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,119500 +1293,70,RM,60,6600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,4,1892,1965,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Stone,TA,TA,No,Unf,0,Unf,0,994,994,GasA,TA,N,SBrkr,1378,994,0,2372,0,0,2,0,4,2,TA,11,Min2,0,NA,Attchd,1985,RFn,1,432,TA,TA,Y,0,287,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,107500 +1294,60,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,194,Unf,0,638,832,GasA,TA,Y,SBrkr,832,832,0,1664,0,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1976,RFn,2,528,TA,TA,Y,0,28,0,0,259,0,NA,GdWo,NA,0,3,2006,WD,Normal,162900 +1295,20,RL,60,8172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1955,1990,Hip,CompShg,WdShing,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,167,Unf,0,697,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,2,572,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,115000 +1296,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,BrkFace,168,TA,TA,CBlock,TA,TA,Av,BLQ,1016,Unf,0,36,1052,GasA,Gd,Y,SBrkr,1052,0,0,1052,1,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,288,TA,TA,Y,356,0,0,0,0,0,NA,GdWo,NA,0,11,2006,WD,Normal,138500 +1297,20,RL,80,8700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1963,1963,Hip,CompShg,MetalSd,MetalSd,BrkFace,148,TA,Gd,CBlock,TA,TA,Mn,ALQ,776,Unf,0,344,1120,GasA,Gd,Y,SBrkr,1128,0,0,1128,1,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1963,RFn,2,525,TA,TA,Y,192,20,123,0,0,0,NA,MnPrv,NA,0,12,2008,WD,Normal,155000 +1298,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SFoyer,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,82,TA,TA,PConc,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,2,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial,140000 +1299,60,RL,313,63887,Pave,NA,IR3,Bnk,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,2Story,10,5,2008,2008,Hip,ClyTile,Stucco,Stucco,Stone,796,Ex,TA,PConc,Ex,TA,Gd,GLQ,5644,Unf,0,466,6110,GasA,Ex,Y,SBrkr,4692,950,0,5642,2,0,2,1,3,1,Ex,12,Typ,3,Gd,Attchd,2008,Fin,2,1418,TA,TA,Y,214,292,0,0,0,480,Gd,NA,NA,0,1,2008,New,Partial,160000 +1300,20,RL,75,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1994,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,LwQ,340,Rec,906,0,1246,GasA,Ex,Y,SBrkr,1246,0,0,1246,1,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1959,RFn,1,305,TA,TA,Y,218,0,0,0,0,0,NA,GdPrv,NA,0,5,2010,WD,Normal,154000 +1301,60,RL,NA,10762,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,344,Gd,TA,PConc,Gd,TA,No,GLQ,694,Unf,0,284,978,GasA,Ex,Y,SBrkr,1005,978,0,1983,0,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1999,Fin,2,490,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,225000 +1302,70,RL,NA,7500,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1942,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,547,Unf,0,224,771,GasA,Fa,Y,SBrkr,753,741,0,1494,0,0,1,0,3,1,Gd,7,Typ,2,Gd,Attchd,1942,Unf,1,213,TA,TA,P,0,0,0,0,224,0,NA,NA,NA,0,11,2009,WD,Normal,177500 +1303,60,RL,92,10120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1994,1994,Hip,CompShg,VinylSd,VinylSd,BrkFace,391,Gd,TA,PConc,Gd,TA,No,GLQ,740,Unf,0,425,1165,GasA,Ex,Y,SBrkr,1203,1323,0,2526,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,RFn,3,844,TA,TA,Y,309,78,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,290000 +1304,20,RL,73,8688,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,228,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1616,1616,GasA,Ex,Y,SBrkr,1616,0,0,1616,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,834,TA,TA,Y,208,59,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,232000 +1305,160,RM,32,3363,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,117,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,976,976,GasA,Ex,Y,SBrkr,976,732,0,1708,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,130000 +1306,20,RL,108,13173,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,300,Gd,TA,PConc,Ex,TA,No,GLQ,1572,Unf,0,80,1652,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,0,2,0,2,1,Ex,6,Typ,2,Ex,Attchd,2006,Fin,2,840,TA,TA,Y,404,102,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,325000 +1307,120,RL,48,6955,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,94,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1368,1368,GasA,Ex,Y,SBrkr,1368,0,0,1368,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,474,TA,TA,Y,132,35,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,202500 +1308,20,RL,60,8072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,Gd,No,ALQ,746,Unf,0,244,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,2000,Unf,2,480,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,138000 +1309,20,RM,100,12000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1948,2005,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,144,ALQ,608,172,924,GasA,Ex,Y,SBrkr,1122,0,0,1122,1,0,1,0,2,1,Gd,6,Typ,0,NA,Attchd,1948,Unf,2,528,TA,TA,Y,0,36,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,147000 +1310,20,RL,NA,7153,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,BrkFace,88,TA,TA,CBlock,Gd,TA,No,GLQ,1200,Unf,0,78,1278,GasA,Gd,Y,SBrkr,1294,0,0,1294,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1991,RFn,2,496,TA,TA,Y,112,51,0,0,0,0,NA,GdWo,NA,0,6,2008,WD,Normal,179200 +1311,20,RL,100,17500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,PosA,Norm,1Fam,1Story,7,8,1959,2002,Gable,CompShg,BrkFace,HdBoard,None,0,Gd,Gd,PConc,Gd,TA,Av,GLQ,1406,Unf,0,496,1902,GasA,TA,Y,SBrkr,1902,0,0,1902,1,0,2,0,3,1,Ex,7,Typ,2,TA,Attchd,1959,Fin,2,567,TA,TA,Y,0,207,162,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,335000 +1312,20,RL,68,8814,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,Gd,TA,PConc,Gd,TA,No,GLQ,925,Unf,0,349,1274,GasA,Ex,Y,SBrkr,1274,0,0,1274,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,508,TA,TA,Y,264,98,0,0,0,0,NA,NA,NA,0,1,2007,New,Partial,203000 +1313,60,RL,NA,9572,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1990,1990,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,336,Gd,TA,PConc,Ex,TA,No,GLQ,482,Unf,0,971,1453,GasA,Ex,Y,SBrkr,1453,1357,0,2810,0,0,2,1,4,1,Gd,9,Typ,1,Ex,Attchd,1990,RFn,2,750,Gd,Gd,Y,500,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,302000 +1314,60,RL,108,14774,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,165,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1393,1393,GasA,Ex,Y,SBrkr,1422,1177,0,2599,0,0,2,1,4,1,Gd,10,Typ,1,TA,BuiltIn,1999,Fin,3,779,TA,TA,Y,668,30,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,333168 +1315,20,RL,60,8190,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1954,1954,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,732,Unf,0,216,948,GasA,Ex,Y,SBrkr,948,0,0,948,1,0,1,0,3,1,TA,5,Typ,1,TA,Detchd,1956,Unf,1,280,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,119000 +1316,60,RL,85,11075,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,Mn,ALQ,500,LwQ,276,176,952,GasA,TA,Y,SBrkr,1092,1020,0,2112,0,0,2,1,4,1,TA,9,Typ,2,Gd,Attchd,1969,Unf,2,576,TA,TA,Y,280,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,206900 +1317,20,RL,61,10226,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,270,Gd,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1622,1622,GasA,Ex,Y,SBrkr,1630,0,0,1630,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2008,RFn,3,860,TA,TA,Y,172,42,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,295493 +1318,120,FV,47,4230,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1352,1352,GasA,Ex,Y,SBrkr,1352,0,0,1352,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,RFn,2,466,TA,TA,Y,0,241,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,208900 +1319,20,RL,NA,14781,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,178,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1753,1753,GasA,Ex,Y,SBrkr,1787,0,0,1787,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2001,RFn,3,748,TA,TA,Y,198,150,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,275000 +1320,20,RL,75,10215,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,132,TA,TA,PConc,TA,TA,No,ALQ,492,Unf,0,372,864,GasA,Ex,Y,SBrkr,948,0,0,948,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1954,Unf,1,248,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,111000 +1321,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,3,1957,1957,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,ALQ,189,Rec,661,628,1478,GasA,Gd,Y,SBrkr,1478,0,0,1478,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,2,442,TA,TA,Y,114,0,0,0,216,0,NA,NA,NA,0,6,2009,WD,Normal,156500 +1322,20,RL,NA,6627,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,3,6,1949,1950,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,Floor,TA,N,SBrkr,720,0,0,720,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1955,Unf,1,287,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,72500 +1323,60,RL,107,10186,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,674,Unf,0,76,750,GasA,Ex,Y,SBrkr,1061,862,0,1923,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,RFn,2,564,TA,TA,Y,240,39,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,190000 +1324,30,RL,50,5330,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,7,1940,1950,Hip,CompShg,VinylSd,VinylSd,None,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,NA,NA,NA,NA,0,0,NA,NA,Y,164,0,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,82500 +1325,20,RL,75,9986,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,428,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1795,1795,GasA,Ex,Y,SBrkr,1795,0,0,1795,0,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,895,TA,TA,Y,0,49,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial,147000 +1326,30,RM,40,3636,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,4,1922,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,796,796,GasA,Fa,N,SBrkr,796,0,0,796,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,100,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,55000 +1327,30,RH,70,4270,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,3,6,1931,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,544,Unf,0,0,544,GasA,Ex,Y,SBrkr,774,0,0,774,0,0,1,0,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,286,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,79000 +1328,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,9,1982,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,CBlock,TA,TA,No,ALQ,641,Unf,0,175,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,1,1,0,3,1,Gd,5,Typ,1,Ex,Attchd,1982,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,130500 +1329,50,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,7,1920,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,Gd,Gd,BrkTil,Gd,TA,No,LwQ,493,Unf,0,1017,1510,GasW,Ex,Y,SBrkr,1584,1208,0,2792,0,0,2,0,5,1,TA,8,Mod,2,TA,Detchd,1920,Unf,2,520,Fa,TA,Y,0,547,0,0,480,0,NA,MnPrv,Shed,1150,6,2008,WD,Normal,256000 +1330,60,RL,63,9084,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,935,935,GasA,Gd,Y,SBrkr,955,677,0,1632,0,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1998,Fin,2,462,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,176500 +1331,20,RL,85,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,410,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,1588,1588,GasA,Ex,Y,SBrkr,1588,0,0,1588,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,825,TA,TA,Y,144,45,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,227000 +1332,80,RL,55,10780,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,5,1976,1976,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,483,Unf,0,428,911,GasA,Gd,Y,SBrkr,954,0,0,954,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1976,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,132500 +1333,20,RL,67,8877,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,6,1938,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,690,Unf,0,126,816,GasA,Ex,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,3,Typ,1,Gd,Detchd,1958,Unf,1,288,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,100000 +1334,50,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,6,1938,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,803,803,GasA,Ex,Y,SBrkr,803,557,0,1360,0,0,1,1,2,1,Gd,6,Typ,0,NA,Detchd,1951,Unf,1,297,TA,TA,Y,0,65,190,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,125500 +1335,160,RM,24,2368,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,6,1970,1970,Gable,CompShg,HdBoard,HdBoard,None,312,TA,TA,CBlock,TA,TA,No,LwQ,765,Unf,0,0,765,GasA,TA,Y,SBrkr,765,600,0,1365,0,0,1,1,3,1,TA,7,Min1,0,NA,Attchd,1970,Unf,2,440,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,125000 +1336,20,RL,80,9650,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,360,TA,TA,CBlock,Gd,TA,No,ALQ,686,Unf,0,664,1350,GasA,TA,Y,SBrkr,1334,0,0,1334,0,1,2,0,2,1,TA,6,Typ,1,TA,Attchd,1977,RFn,2,630,TA,TA,Y,0,16,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,167900 +1337,90,RL,87,9246,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,Duplex,1Story,5,5,1973,1973,Gable,CompShg,Plywood,Plywood,BrkFace,564,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1656,1656,GasA,TA,Y,SBrkr,1656,0,0,1656,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1973,Unf,2,506,TA,TA,Y,0,211,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,135000 +1338,30,RM,153,4118,Pave,Grvl,IR1,Bnk,AllPub,Corner,Mod,OldTown,Feedr,Norm,1Fam,1Story,4,4,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,693,693,Grav,Fa,N,FuseA,693,0,0,693,0,0,1,0,2,1,Fa,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,20,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,52500 +1339,60,RL,95,13450,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,700,Unf,0,216,916,GasA,Ex,Y,SBrkr,920,941,0,1861,1,0,2,1,3,1,Gd,8,Typ,0,NA,BuiltIn,2002,RFn,2,492,TA,TA,Y,146,91,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,200000 +1340,20,RL,120,9560,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Rec,360,Unf,0,504,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1972,RFn,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,128500 +1341,20,RL,70,8294,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1971,1971,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,858,858,GasA,TA,Y,SBrkr,872,0,0,872,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1974,Unf,4,480,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2007,WD,Normal,123000 +1342,20,RL,66,13695,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,814,Unf,0,300,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,78,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,155000 +1343,60,RL,NA,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,149,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1284,1284,GasA,Ex,Y,SBrkr,1284,885,0,2169,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,647,TA,TA,Y,192,87,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,228500 +1344,50,RL,57,7558,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,6,6,1928,1950,Gable,CompShg,BrkFace,Stone,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,896,896,GasA,Gd,Y,SBrkr,1172,741,0,1913,0,0,1,1,3,1,TA,9,Typ,1,TA,Detchd,1929,Unf,2,342,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,177000 +1345,60,RL,85,11103,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,2006,Fin,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,155835 +1346,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,4,1920,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,ALQ,250,Unf,0,710,960,GasA,Gd,Y,FuseA,960,0,0,960,0,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1997,Unf,1,308,TA,TA,Y,0,0,168,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,108500 +1347,20,RL,NA,20781,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,1Story,7,7,1968,2003,Hip,CompShg,BrkFace,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,297,Rec,68,1203,1568,GasA,TA,Y,SBrkr,2156,0,0,2156,0,0,2,0,3,1,TA,9,Typ,1,Gd,Attchd,1968,RFn,2,508,Gd,TA,Y,0,80,0,290,0,0,NA,NA,NA,0,6,2006,WD,Normal,262500 +1348,20,RL,93,15306,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,100,Gd,TA,PConc,Ex,TA,Gd,GLQ,80,Unf,0,1652,1732,GasA,Ex,Y,SBrkr,1776,0,0,1776,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,3,712,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,New,Partial,283463 +1349,20,RL,NA,16196,Pave,NA,IR3,Low,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1443,Unf,0,39,1482,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,5,Typ,1,Fa,Attchd,1998,RFn,2,514,TA,TA,Y,402,25,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,215000 +1350,70,RM,50,5250,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,5,1872,1987,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,Fa,No,LwQ,259,Unf,0,425,684,OthW,Fa,N,SBrkr,938,1215,205,2358,0,0,2,0,4,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,54,20,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,122000 +1351,90,RL,91,11643,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,Duplex,2Story,5,5,1969,1969,Gable,CompShg,MetalSd,MetalSd,BrkFace,368,TA,TA,CBlock,TA,TA,No,LwQ,500,Unf,0,748,1248,GasA,TA,Y,SBrkr,1338,1296,0,2634,1,1,2,2,6,2,TA,12,Typ,0,NA,Detchd,1969,Unf,4,968,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,200000 +1352,60,RL,70,9247,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,6,1962,1962,Gable,CompShg,HdBoard,HdBoard,BrkFace,318,TA,TA,CBlock,TA,TA,No,Rec,319,Unf,0,539,858,GasA,Ex,Y,SBrkr,858,858,0,1716,0,0,1,1,4,1,TA,8,Typ,1,Gd,Attchd,1962,Fin,2,490,TA,TA,Y,0,84,0,0,120,0,NA,NA,NA,0,3,2008,WD,Normal,171000 +1353,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,9,1937,2000,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,698,698,GasA,TA,Y,SBrkr,786,390,0,1176,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1999,Unf,2,624,TA,TA,N,210,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,134900 +1354,50,RL,56,14720,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,1.5Fin,8,5,1995,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,579,Gd,TA,PConc,Gd,TA,Av,GLQ,816,Unf,0,1217,2033,GasA,Ex,Y,SBrkr,2053,1185,0,3238,1,0,2,1,4,1,Gd,9,Typ,1,Ex,Attchd,1996,Fin,3,666,TA,TA,Y,283,86,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,410000 +1355,60,RL,NA,10316,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,735,Unf,0,257,992,GasA,Ex,Y,SBrkr,992,873,0,1865,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,3,839,TA,TA,Y,0,184,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,235000 +1356,80,RL,102,10192,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,6,1968,1992,Gable,CompShg,MetalSd,MetalSd,BrkFace,143,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,570,570,GasA,Gd,Y,SBrkr,1222,698,0,1920,0,0,3,0,4,1,Gd,8,Typ,1,TA,Attchd,1968,RFn,2,487,TA,TA,Y,0,98,0,0,0,0,NA,GdPrv,NA,0,9,2006,WD,Normal,170000 +1357,20,RL,NA,9477,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,65,TA,TA,CBlock,TA,TA,No,Rec,340,Unf,0,524,864,GasA,TA,Y,SBrkr,892,0,0,892,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1966,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,10,2008,WD,Normal,110000 +1358,20,RL,NA,12537,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1971,2008,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,734,Unf,0,344,1078,GasA,Ex,Y,SBrkr,1078,0,0,1078,1,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1971,Fin,2,500,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,149900 +1359,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,GLQ,378,Unf,0,378,756,GasA,Ex,Y,SBrkr,769,804,0,1573,0,0,2,1,3,1,Gd,5,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,177500 +1360,20,RL,129,16737,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,66,Gd,TA,PConc,Ex,TA,Av,GLQ,1447,Unf,0,533,1980,GasA,Ex,Y,SBrkr,1980,0,0,1980,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2004,Fin,3,770,TA,TA,Y,194,45,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,315000 +1361,70,RL,51,9842,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,5,6,1921,1998,Gable,CompShg,MetalSd,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,612,612,GasA,Ex,Y,SBrkr,990,1611,0,2601,0,0,3,1,4,1,TA,8,Typ,0,NA,BuiltIn,1998,RFn,2,621,TA,TA,Y,183,0,301,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,189000 +1362,20,RL,124,16158,Pave,NA,IR1,Low,AllPub,Inside,Mod,StoneBr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Hip,CompShg,VinylSd,VinylSd,Stone,16,Gd,TA,PConc,Ex,TA,Av,ALQ,1274,Unf,0,256,1530,GasA,Ex,Y,SBrkr,1530,0,0,1530,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,430,TA,TA,Y,168,36,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,260000 +1363,50,RL,NA,12513,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NAmes,Feedr,Norm,1Fam,1.5Fin,4,4,1920,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,Fa,No,Unf,0,Unf,0,715,715,GasA,Gd,Y,SBrkr,1281,457,0,1738,0,0,2,0,4,1,TA,7,Typ,1,Gd,Attchd,1920,Unf,1,368,TA,TA,Y,55,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,104900 +1364,60,RL,73,8499,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,616,616,GasA,Ex,Y,SBrkr,616,796,0,1412,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2007,Fin,2,432,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,3,2007,New,Partial,156932 +1365,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,600,80,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,144152 +1366,60,FV,NA,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,533,Unf,0,281,814,GasA,Ex,Y,SBrkr,814,860,0,1674,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2000,RFn,2,663,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,216000 +1367,60,RL,68,9179,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,158,Gd,TA,PConc,Gd,TA,No,GLQ,633,Unf,0,240,873,GasA,Ex,Y,SBrkr,882,908,0,1790,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1999,RFn,2,588,TA,TA,Y,0,88,0,0,0,0,NA,NA,NA,0,6,2008,WD,Abnorml,193000 +1368,160,RM,41,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,6,1977,1977,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,TA,TA,No,ALQ,548,Rec,173,36,757,GasA,Ex,Y,SBrkr,925,550,0,1475,0,0,2,0,4,1,TA,6,Typ,1,TA,Attchd,1977,RFn,1,336,TA,TA,Y,104,26,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,127000 +1369,120,RM,NA,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,685,Unf,0,163,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,144000 +1370,20,RL,48,10635,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,171,Gd,TA,PConc,Gd,TA,Av,BLQ,370,GLQ,972,315,1657,GasA,Ex,Y,SBrkr,1668,0,0,1668,1,0,2,0,3,1,Gd,8,Typ,1,TA,Attchd,2003,Fin,2,502,TA,TA,Y,0,262,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,232000 +1371,50,RL,90,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,4,6,1920,1950,Gable,CompShg,CBlock,CBlock,None,0,Fa,TA,PConc,TA,TA,No,ALQ,315,Rec,105,420,840,GasA,Ex,Y,SBrkr,840,534,0,1374,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1967,Fin,1,338,TA,TA,Y,0,0,198,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,105000 +1372,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1955,1996,Hip,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,831,Unf,0,161,992,GasA,Gd,Y,SBrkr,1661,0,0,1661,1,0,1,0,3,1,Gd,8,Typ,1,TA,BuiltIn,1955,RFn,1,377,TA,TA,Y,0,28,0,0,178,0,NA,MnPrv,NA,0,10,2008,WD,Normal,165500 +1373,60,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,6,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,975,Unf,0,133,1108,GasA,Ex,Y,SBrkr,1108,989,0,2097,1,0,2,1,3,1,Gd,8,Typ,1,TA,Detchd,1998,RFn,2,583,TA,TA,Y,253,170,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,274300 +1374,20,RL,NA,11400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,10,5,2001,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,705,Ex,TA,PConc,Ex,TA,Gd,GLQ,1282,Unf,0,1351,2633,GasA,Ex,Y,SBrkr,2633,0,0,2633,1,0,2,1,2,1,Ex,8,Typ,2,Gd,Attchd,2001,RFn,3,804,TA,TA,Y,314,140,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,466500 +1375,60,FV,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1026,1026,GasA,Ex,Y,SBrkr,1026,932,0,1958,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2005,Fin,3,936,TA,TA,Y,154,210,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,250000 +1376,20,RL,89,10991,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1571,1571,GasA,Ex,Y,SBrkr,1571,0,0,1571,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,Fin,3,722,TA,TA,Y,100,36,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,239000 +1377,30,RL,52,6292,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,6,5,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Rec,384,Unf,0,384,768,GasA,TA,N,SBrkr,790,0,0,790,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1925,Unf,1,160,Fa,TA,Y,0,141,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,91000 +1378,50,RL,60,10998,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,5,1941,1960,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,408,BLQ,420,156,984,GasA,Ex,Y,SBrkr,984,620,0,1604,0,0,2,0,3,1,TA,6,Min2,0,NA,Detchd,1977,Unf,2,660,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,117000 +1379,160,RM,21,1953,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,408,TA,TA,CBlock,TA,Fa,No,BLQ,309,Unf,0,174,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,72,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,83000 +1380,80,RL,73,9735,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,SLvl,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,NA,754,640,0,1394,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2007,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,167500 +1381,30,RL,45,8212,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1914,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Fa,BrkTil,TA,Fa,No,Rec,203,Unf,0,661,864,GasA,TA,N,FuseF,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1938,Unf,1,200,TA,Fa,Y,0,0,96,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,58500 +1382,20,RL,NA,12925,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1970,1970,Gable,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,865,Unf,0,340,1205,GasA,Ex,Y,SBrkr,2117,0,0,2117,0,0,2,1,4,1,TA,7,Typ,2,Gd,Attchd,1970,Fin,2,550,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,237500 +1383,70,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1920,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,596,596,GasA,Ex,Y,SBrkr,998,764,0,1762,1,0,1,1,4,1,Gd,8,Typ,0,NA,Detchd,1989,Unf,2,576,TA,TA,N,36,0,221,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,157000 +1384,30,RL,NA,25339,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1918,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,Ex,Y,SBrkr,1416,0,0,1416,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Unf,2,576,TA,TA,N,0,0,112,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,112000 +1385,50,RL,60,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,5,1939,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,Mn,Rec,204,Unf,0,356,560,GasA,TA,Y,SBrkr,698,560,0,1258,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1939,Unf,1,280,TA,TA,P,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,105000 +1386,50,RM,40,5436,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,8,1922,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,735,Unf,0,61,796,GasA,Gd,Y,SBrkr,796,358,0,1154,1,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1922,Unf,1,240,TA,TA,N,0,96,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,125500 +1387,60,RL,80,16692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,7,5,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,184,TA,TA,CBlock,Gd,TA,No,BLQ,790,LwQ,469,133,1392,GasA,TA,Y,SBrkr,1392,1392,0,2784,1,0,3,1,5,1,Gd,12,Typ,2,TA,Attchd,1978,RFn,2,564,TA,TA,Y,0,112,0,0,440,519,Fa,MnPrv,TenC,2000,7,2006,WD,Normal,250000 +1388,50,RM,60,8520,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,7,1916,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Gd,BrkTil,TA,TA,No,Rec,168,LwQ,546,0,714,GasW,TA,N,SBrkr,1664,862,0,2526,0,0,2,0,5,1,Gd,10,Typ,1,Gd,Detchd,1916,Unf,1,216,TA,TA,Y,88,15,0,0,0,0,NA,GdWo,NA,0,8,2007,CWD,Family,136000 +1389,20,RL,42,14892,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,1Story,9,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,160,Ex,TA,PConc,Ex,TA,Gd,GLQ,1320,Unf,0,426,1746,GasA,Ex,Y,SBrkr,1746,0,0,1746,1,0,2,0,3,1,Ex,7,Typ,2,Gd,Attchd,2006,Fin,3,758,TA,TA,Y,201,39,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,377500 +1390,50,RM,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,Gd,No,ALQ,375,Unf,0,360,735,GasA,Ex,Y,SBrkr,869,349,0,1218,0,1,1,0,3,1,TA,6,Typ,1,Gd,Detchd,2003,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,131000 +1391,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,244,Gd,TA,PConc,Gd,TA,Av,GLQ,1400,Unf,0,125,1525,GasA,Ex,Y,SBrkr,1525,0,0,1525,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2000,RFn,2,541,TA,TA,Y,219,36,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,235000 +1392,90,RL,65,8944,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1967,1967,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1584,1584,GasA,TA,Y,SBrkr,1584,0,0,1584,0,0,2,0,4,2,TA,8,Mod,0,NA,Detchd,1967,Unf,3,792,TA,TA,Y,0,152,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,124000 +1393,85,RL,68,7838,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,769,Unf,0,95,864,GasA,TA,Y,SBrkr,900,0,0,900,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1967,RFn,1,288,TA,TA,Y,175,144,0,0,0,0,NA,MnWw,NA,0,12,2006,WD,Normal,123000 +1394,190,RM,60,10800,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,6,7,1905,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,482,482,GasA,Ex,N,SBrkr,1221,691,0,1912,0,0,2,0,3,2,TA,7,Typ,1,TA,Detchd,2003,Unf,2,672,Gd,TA,Y,0,25,212,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,163000 +1395,120,RL,53,4045,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,45,Gd,TA,PConc,Gd,TA,Av,GLQ,1070,Unf,0,286,1356,GasA,Ex,Y,SBrkr,1500,0,0,1500,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,161,20,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,246578 +1396,60,RL,88,12665,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,245,Gd,TA,PConc,Gd,Gd,Gd,Unf,0,Unf,0,1094,1094,GasA,Ex,Y,SBrkr,1133,1349,0,2482,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2005,Fin,3,642,TA,TA,Y,144,39,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,281213 +1397,20,RL,NA,57200,Pave,NA,IR1,Bnk,AllPub,Inside,Sev,Timber,Norm,Norm,1Fam,1Story,5,5,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,353,Rec,334,60,747,GasA,TA,Y,SBrkr,1687,0,0,1687,1,0,1,0,3,1,TA,7,Min1,2,TA,Detchd,1966,Unf,2,572,TA,TA,N,0,0,50,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,160000 +1398,70,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,5,8,1920,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,939,939,GasA,Ex,Y,SBrkr,939,574,0,1513,0,0,1,1,4,1,TA,8,Typ,0,NA,Detchd,1933,Unf,1,180,Fa,Fa,N,24,0,150,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,137500 +1399,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,4,1950,1982,Gable,CompShg,VinylSd,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,180,BLQ,352,676,1208,GasA,Gd,Y,FuseA,1136,768,0,1904,1,0,1,1,3,1,TA,7,Min1,0,NA,Attchd,1950,Unf,1,240,TA,TA,Y,0,0,168,0,0,0,NA,GdPrv,NA,0,5,2009,WD,Normal,138000 +1400,50,RL,51,6171,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,6,1925,1990,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,264,Unf,0,712,976,GasA,Ex,Y,SBrkr,1160,448,0,1608,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,216,Fa,TA,Y,147,16,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,137450 +1401,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1929,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,862,862,GasA,TA,Y,SBrkr,950,208,0,1158,0,0,1,0,3,1,TA,5,Typ,1,Gd,BuiltIn,1929,RFn,1,208,TA,TA,Y,0,0,112,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,120000 +1402,60,RL,62,7415,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,759,Unf,0,80,839,GasA,Ex,Y,SBrkr,864,729,0,1593,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,2004,Fin,2,398,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,193000 +1403,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,1286,1286,GasA,Ex,Y,SBrkr,1294,0,0,1294,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,662,TA,TA,Y,168,55,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,193879 +1404,20,RL,49,15256,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,84,Gd,TA,PConc,Gd,TA,Gd,GLQ,929,Unf,0,556,1485,GasA,Ex,Y,SBrkr,1464,0,0,1464,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Unf,3,754,TA,TA,Y,168,160,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,282922 +1405,50,RL,60,10410,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,3,4,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,TA,Y,SBrkr,694,520,0,1214,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1998,Unf,3,936,TA,TA,Y,216,0,160,0,0,0,NA,MnPrv,NA,0,1,2006,WD,Family,105000 +1406,120,RM,44,3842,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,174,Gd,TA,PConc,Ex,TA,Gd,GLQ,1373,Unf,0,221,1594,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2004,Fin,2,482,TA,TA,Y,128,53,0,0,155,0,NA,NA,NA,0,1,2008,WD,Normal,275000 +1407,85,RL,70,8445,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,7,1972,2007,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,656,Unf,0,112,768,GasA,TA,Y,SBrkr,768,0,0,768,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1988,Unf,2,396,TA,TA,Y,58,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,133000 +1408,20,RL,NA,8780,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1985,1985,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,625,Unf,0,208,833,GasA,Ex,Y,SBrkr,833,0,0,833,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,112000 +1409,70,RM,60,7740,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,7,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,622,622,GasA,Gd,Y,SBrkr,741,622,0,1363,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1966,Unf,2,528,TA,TA,Y,0,0,0,0,168,0,NA,NA,NA,0,6,2010,WD,Normal,125500 +1410,60,RL,46,20544,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1986,1991,Gable,CompShg,Plywood,Plywood,BrkFace,123,TA,Gd,CBlock,Gd,TA,No,Unf,0,Unf,0,791,791,GasA,Gd,Y,SBrkr,1236,857,0,2093,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1986,Fin,2,542,TA,TA,Y,364,63,0,0,0,0,NA,MnPrv,NA,0,11,2008,WD,Normal,215000 +1411,60,RL,79,12420,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,666,Unf,0,278,944,GasA,Ex,Y,SBrkr,944,896,0,1840,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,622,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,230000 +1412,50,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,8,1950,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,120,Unf,0,736,856,GasA,Ex,Y,SBrkr,1112,556,0,1668,0,0,1,1,3,1,TA,6,Min2,0,NA,Attchd,1950,Unf,1,271,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,9,2009,WD,Normal,140000 +1413,90,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,4,5,1949,1950,Gable,CompShg,BrkFace,Stone,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseF,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1956,Unf,2,420,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,90000 +1414,20,RL,88,10994,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,366,Gd,TA,PConc,Gd,Gd,No,GLQ,976,Unf,0,868,1844,GasA,Ex,Y,SBrkr,1844,0,0,1844,1,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,620,TA,TA,Y,165,44,0,0,0,0,NA,NA,NA,0,9,2009,COD,Abnorml,257000 +1415,50,RL,64,13053,Pave,Pave,Reg,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1923,2000,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,833,833,GasA,Gd,Y,SBrkr,1053,795,0,1848,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Detchd,1922,Unf,2,370,TA,TA,N,0,0,0,0,220,0,NA,NA,NA,0,6,2008,WD,Normal,207000 +1416,120,RL,51,3635,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,130,Gd,TA,PConc,Gd,TA,No,ALQ,988,Unf,0,398,1386,GasA,Ex,Y,SBrkr,1569,0,0,1569,0,1,2,0,1,1,Gd,7,Typ,1,TA,Attchd,2007,RFn,3,660,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,175900 +1417,190,RM,60,11340,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,6,1885,1950,Gable,CompShg,VinylSd,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,777,777,GasA,Gd,Y,SBrkr,1246,1044,0,2290,0,0,2,0,4,2,TA,11,Typ,0,NA,Detchd,1971,Unf,2,560,TA,TA,N,0,0,114,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,122500 +1418,60,RL,NA,16545,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,731,Gd,TA,PConc,Gd,TA,Mn,GLQ,781,Unf,0,503,1284,GasA,Ex,Y,SBrkr,1310,1140,0,2450,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1998,Fin,3,1069,TA,TA,Y,0,126,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,340000 +1419,20,RL,71,9204,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,25,Rec,872,247,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,1,336,TA,TA,Y,0,88,0,0,0,0,NA,NA,NA,0,8,2008,COD,Normal,124000 +1420,20,RL,NA,16381,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,5,1969,1969,Gable,CompShg,Plywood,Plywood,BrkFace,312,Gd,Gd,CBlock,TA,TA,Av,Rec,1110,Unf,0,734,1844,GasA,Gd,Y,SBrkr,1844,0,0,1844,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1969,RFn,2,540,TA,TA,Y,0,73,216,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,223000 +1421,60,RL,90,11700,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,420,TA,TA,CBlock,TA,TA,No,ALQ,404,Unf,0,304,708,GasA,Gd,Y,SBrkr,708,708,0,1416,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1968,RFn,2,776,TA,TA,Y,0,169,0,0,119,0,NA,NA,NA,0,5,2006,WD,Normal,179900 +1422,120,RL,53,4043,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,360,Unf,0,709,1069,GasA,TA,Y,SBrkr,1069,0,0,1069,0,0,2,0,2,1,TA,4,Typ,1,Fa,Attchd,1977,RFn,2,440,TA,TA,Y,0,55,0,0,165,0,NA,NA,NA,0,7,2010,WD,Normal,127500 +1423,120,RM,37,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,686,Unf,0,162,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,136500 +1424,80,RL,NA,19690,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,7,1966,1966,Flat,Tar&Grv,Plywood,Plywood,None,0,Gd,Gd,CBlock,Gd,TA,Av,Unf,0,Unf,0,697,697,GasA,TA,Y,SBrkr,1575,626,0,2201,0,0,2,0,4,1,Gd,8,Typ,1,Gd,Attchd,1966,Unf,2,432,Gd,Gd,Y,586,236,0,0,0,738,Gd,GdPrv,NA,0,8,2006,WD,Alloca,274970 +1425,20,RL,NA,9503,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1958,1983,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,457,Rec,374,193,1024,GasA,TA,Y,SBrkr,1344,0,0,1344,1,0,1,0,2,1,TA,6,Min1,1,TA,Detchd,1970,Unf,1,484,TA,TA,Y,316,28,0,0,0,0,NA,GdWo,NA,0,6,2007,WD,Normal,144000 +1426,20,RL,80,10721,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,HdBoard,HdBoard,Stone,243,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1252,1252,GasA,Ex,Y,SBrkr,1252,0,0,1252,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1960,Unf,2,528,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,142000 +1427,60,RL,81,10944,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,BrkFace,448,Gd,TA,PConc,Gd,TA,No,GLQ,1000,Unf,0,223,1223,GasA,Ex,Y,SBrkr,1223,904,0,2127,1,0,2,1,3,1,Gd,5,Typ,2,TA,Attchd,1994,RFn,2,525,TA,TA,Y,171,132,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,271000 +1428,50,RL,60,10930,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,6,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,580,Unf,0,333,913,GasA,TA,Y,FuseA,1048,510,0,1558,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1962,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,140000 +1429,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1940,1992,Gable,CompShg,MetalSd,MetalSd,Stone,294,TA,Gd,CBlock,TA,TA,No,BLQ,510,Unf,0,278,788,GasA,TA,Y,SBrkr,804,0,0,804,1,0,1,0,2,1,Gd,4,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,154,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Abnorml,119000 +1430,20,RL,NA,12546,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1981,1981,Gable,CompShg,MetalSd,MetalSd,BrkFace,310,Gd,Gd,CBlock,Gd,TA,No,BLQ,678,Unf,0,762,1440,GasA,Ex,Y,SBrkr,1440,0,0,1440,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1981,Fin,2,467,TA,TA,Y,0,0,99,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,182900 +1431,60,RL,60,21930,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,5,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,732,732,GasA,Ex,Y,SBrkr,734,1104,0,1838,0,0,2,1,4,1,TA,7,Typ,1,Gd,BuiltIn,2005,Fin,2,372,TA,TA,Y,100,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,192140 +1432,120,RL,NA,4928,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,6,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,LwQ,958,Unf,0,0,958,GasA,TA,Y,SBrkr,958,0,0,958,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1976,RFn,2,440,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,143750 +1433,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1927,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,656,656,GasA,TA,Y,SBrkr,968,0,0,968,0,0,2,0,4,1,TA,5,Typ,0,NA,Detchd,1928,Unf,1,216,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,64500 +1434,60,RL,93,10261,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,318,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,936,936,GasA,Ex,Y,SBrkr,962,830,0,1792,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,2000,Fin,2,451,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,186500 +1435,20,RL,80,17400,Pave,NA,Reg,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1977,1977,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,ALQ,936,Unf,0,190,1126,GasA,Fa,Y,SBrkr,1126,0,0,1126,1,0,2,0,3,1,TA,5,Typ,1,Gd,Attchd,1977,RFn,2,484,TA,TA,P,295,41,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,160000 +1436,20,RL,80,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,9,1962,2005,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,237,Gd,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1319,1319,GasA,TA,Y,SBrkr,1537,0,0,1537,1,0,1,1,3,1,Gd,7,Typ,1,Gd,Attchd,1962,RFn,2,462,TA,TA,Y,0,36,0,0,0,0,NA,GdPrv,NA,0,7,2008,COD,Abnorml,174000 +1437,20,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,TA,TA,No,ALQ,616,Unf,0,248,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1974,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2007,WD,Normal,120500 +1438,20,RL,96,12444,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,426,Ex,TA,PConc,Ex,TA,Av,GLQ,1336,Unf,0,596,1932,GasA,Ex,Y,SBrkr,1932,0,0,1932,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,774,TA,TA,Y,0,66,0,304,0,0,NA,NA,NA,0,11,2008,New,Partial,394617 +1439,20,RM,90,7407,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,7,1957,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,600,Unf,0,312,912,GasA,TA,Y,FuseA,1236,0,0,1236,1,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1957,Unf,2,923,TA,TA,Y,0,158,158,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,149700 +1440,60,RL,80,11584,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,6,1979,1979,Hip,CompShg,HdBoard,HdBoard,BrkFace,96,TA,TA,CBlock,TA,TA,No,GLQ,315,Rec,110,114,539,GasA,TA,Y,SBrkr,1040,685,0,1725,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1979,RFn,2,550,TA,TA,Y,0,88,216,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,197000 +1441,70,RL,79,11526,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2.5Fin,6,7,1922,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Ex,TA,No,Unf,0,Unf,0,588,588,GasA,Fa,Y,SBrkr,1423,748,384,2555,0,0,2,0,3,1,TA,11,Min1,1,Gd,Detchd,1993,Fin,2,672,TA,TA,Y,431,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,191000 +1442,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,147,Gd,TA,PConc,Gd,TA,Av,GLQ,697,Unf,0,151,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,TA,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,149300 +1443,60,FV,85,11003,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,10,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,160,Ex,TA,PConc,Ex,TA,Av,GLQ,765,Unf,0,252,1017,GasA,Ex,Y,SBrkr,1026,981,0,2007,1,0,2,1,3,1,Ex,10,Typ,1,Ex,Attchd,2008,Fin,3,812,TA,TA,Y,168,52,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,310000 +1444,30,RL,NA,8854,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,6,6,1916,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,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,1916,Unf,1,192,Fa,Po,P,0,98,0,0,40,0,NA,NA,NA,0,5,2009,WD,Normal,121000 +1445,20,RL,63,8500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,106,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1422,1422,GasA,Ex,Y,SBrkr,1422,0,0,1422,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,626,TA,TA,Y,192,60,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,179600 +1446,85,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,6,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Gd,LwQ,187,Rec,627,0,814,GasA,Gd,Y,SBrkr,913,0,0,913,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1990,Unf,1,240,TA,TA,Y,0,0,252,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,129000 +1447,20,RL,NA,26142,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1962,1962,Gable,CompShg,HdBoard,HdBoard,BrkFace,189,TA,TA,CBlock,TA,TA,No,Rec,593,Unf,0,595,1188,GasA,TA,Y,SBrkr,1188,0,0,1188,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,312,TA,TA,P,261,39,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,157900 +1448,60,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,438,Gd,TA,PConc,Gd,TA,No,GLQ,1079,Unf,0,141,1220,GasA,Ex,Y,SBrkr,1220,870,0,2090,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1995,RFn,2,556,TA,TA,Y,0,65,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,240000 +1449,50,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,4,7,1910,2000,Gable,CompShg,MetalSd,HdBoard,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,560,560,GasA,Gd,N,SBrkr,796,550,0,1346,0,0,1,1,2,1,TA,6,Min2,0,NA,Detchd,1950,Unf,1,384,Fa,TA,Y,168,24,0,0,0,0,NA,GdWo,NA,0,5,2007,WD,Normal,112000 +1450,180,RM,21,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,5,7,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,553,Unf,0,77,630,GasA,Ex,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,Ex,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Abnorml,92000 +1451,90,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,Duplex,2Story,5,5,1974,1974,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,896,896,GasA,TA,Y,SBrkr,896,896,0,1792,0,0,2,2,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,32,45,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,136000 +1452,20,RL,78,9262,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2008,2009,Gable,CompShg,CemntBd,CmentBd,Stone,194,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1573,1573,GasA,Ex,Y,SBrkr,1578,0,0,1578,0,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,840,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2009,New,Partial,287090 +1453,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SLvl,5,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,TA,TA,PConc,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,145000 +1454,20,RL,90,17217,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1140,1140,GasA,Ex,Y,SBrkr,1140,0,0,1140,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,36,56,0,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,84500 +1455,20,FV,62,7500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,410,Unf,0,811,1221,GasA,Ex,Y,SBrkr,1221,0,0,1221,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,400,TA,TA,Y,0,113,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,185000 +1456,60,RL,62,7917,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,953,953,GasA,Ex,Y,SBrkr,953,694,0,1647,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1999,RFn,2,460,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,175000 +1457,20,RL,85,13175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1978,1988,Gable,CompShg,Plywood,Plywood,Stone,119,TA,TA,CBlock,Gd,TA,No,ALQ,790,Rec,163,589,1542,GasA,TA,Y,SBrkr,2073,0,0,2073,1,0,2,0,3,1,TA,7,Min1,2,TA,Attchd,1978,Unf,2,500,TA,TA,Y,349,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,210000 +1458,70,RL,66,9042,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,9,1941,2006,Gable,CompShg,CemntBd,CmentBd,None,0,Ex,Gd,Stone,TA,Gd,No,GLQ,275,Unf,0,877,1152,GasA,Ex,Y,SBrkr,1188,1152,0,2340,0,0,2,0,4,1,Gd,9,Typ,2,Gd,Attchd,1941,RFn,1,252,TA,TA,Y,0,60,0,0,0,0,NA,GdPrv,Shed,2500,5,2010,WD,Normal,266500 +1459,20,RL,68,9717,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1950,1996,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,GLQ,49,Rec,1029,0,1078,GasA,Gd,Y,FuseA,1078,0,0,1078,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1950,Unf,1,240,TA,TA,Y,366,0,112,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,142125 +1460,20,RL,75,9937,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,TA,TA,No,BLQ,830,LwQ,290,136,1256,GasA,Gd,Y,SBrkr,1256,0,0,1256,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,Fin,1,276,TA,TA,Y,736,68,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,147500