From 069691cca15148968ea7a221a5e54694971a524f Mon Sep 17 00:00:00 2001 From: Alexander Hess Date: Mon, 3 Sep 2018 15:57:24 +0200 Subject: [PATCH] Add feature transformations (e.g. Box-Cox) --- 1_data_cleaning.ipynb | 12 +- 2_pairwise_correlations.ipynb | 2134 +++++++++++- Pipfile | 2 + Pipfile.lock | 45 +- data_clean_with_transformations.csv | 2899 +++++++++++++++++ utils.py | 20 +- weakly_and_strongly_correlated_variables.json | 2 +- 7 files changed, 5025 insertions(+), 89 deletions(-) create mode 100644 data_clean_with_transformations.csv diff --git a/1_data_cleaning.ipynb b/1_data_cleaning.ipynb index 358a717..5e7cf36 100644 --- a/1_data_cleaning.ipynb +++ b/1_data_cleaning.ipynb @@ -30,7 +30,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "2018-09-02 18:50:50 CEST\n", + "2018-09-03 15:32:42 CEST\n", "\n", "CPython 3.6.5\n", "IPython 6.5.0\n", @@ -93,7 +93,7 @@ " NUMERIC_VARIABLES, # groups continuous and discrete\n", " ORDINAL_COLUMNS,\n", " ORDINAL_VARIABLES,\n", - " TARGET_VARIABLE, # = Sale Price\n", + " TARGET_VARIABLES, # = Sale Price\n", " correct_column_names,\n", " print_column_list,\n", " update_column_descriptions,\n", @@ -200,7 +200,7 @@ "# order as in the encoded description file.\n", "# Note that the target variable \"SalePrice\"\n", "# is not in the description file.\n", - "df = df[ALL_VARIABLES + TARGET_VARIABLE]" + "df = df[ALL_VARIABLES + TARGET_VARIABLES]" ] }, { @@ -267,7 +267,7 @@ "outputs": [], "source": [ "# Show that all \"continuous\" variables come as integers.\n", - "for column in NUMERIC_VARIABLES + TARGET_VARIABLE:\n", + "for column in NUMERIC_VARIABLES + TARGET_VARIABLES:\n", " not_null = df[column].notnull()\n", " mask = (\n", " df.loc[not_null, column].astype(np.int64)\n", @@ -2238,7 +2238,7 @@ "metadata": {}, "outputs": [], "source": [ - "remaining_columns = sorted(set(ALL_VARIABLES) - set(missing_a_lot)) + TARGET_VARIABLE\n", + "remaining_columns = sorted(set(ALL_VARIABLES) - set(missing_a_lot)) + TARGET_VARIABLES\n", "mask = df[remaining_columns].isnull().any(axis=1)\n", "assert (100 * mask.sum() / df.shape[0]) < 1.1 # percent\n", "df = df[~mask]" @@ -2288,7 +2288,7 @@ "update_column_descriptions(df.columns)\n", "# Without any more missing data, cast all numeric\n", "# columns as floats or integers respectively.\n", - "for column in CONTINUOUS_VARIABLES + TARGET_VARIABLE:\n", + "for column in CONTINUOUS_VARIABLES + TARGET_VARIABLES:\n", " df[column] = df[column].astype(np.float64)\n", "for column in DISCRETE_VARIABLES:\n", " df[column] = df[column].astype(np.int64)" diff --git a/2_pairwise_correlations.ipynb b/2_pairwise_correlations.ipynb index 12443cb..75f281a 100644 --- a/2_pairwise_correlations.ipynb +++ b/2_pairwise_correlations.ipynb @@ -6,7 +6,9 @@ "source": [ "# Pair-wise Correlations\n", "\n", - "The purpose is to identify variables strongly correlated with the sales price and with each other to get an idea of what variables could be good predictors and potential issues with collinearity." + "The purpose is to identify predictor variables strongly correlated with the sales price and with each other to get an idea of what variables could be good predictors and potential issues with collinearity.\n", + "\n", + "Furthermore, Box-Cox transformations and linear combinations of variables are added where applicable or useful." ] }, { @@ -25,7 +27,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "2018-09-02 23:23:32 CEST\n", + "2018-09-03 15:55:55 CEST\n", "\n", "CPython 3.6.5\n", "IPython 6.5.0\n", @@ -33,13 +35,14 @@ "matplotlib 3.0.0rc2\n", "numpy 1.15.1\n", "pandas 0.23.4\n", - "seaborn 0.9.0\n" + "seaborn 0.9.0\n", + "sklearn 0.20rc1\n" ] } ], "source": [ "% load_ext watermark\n", - "% watermark -d -t -v -z -p matplotlib,numpy,pandas,seaborn" + "% watermark -d -t -v -z -p matplotlib,numpy,pandas,seaborn,sklearn" ] }, { @@ -48,6 +51,7 @@ "metadata": {}, "outputs": [], "source": [ + "import warnings\n", "import json\n", "\n", "import matplotlib.pyplot as plt\n", @@ -55,12 +59,15 @@ "import pandas as pd\n", "import seaborn as sns\n", "\n", + "from sklearn.preprocessing import PowerTransformer\n", + "\n", "from utils import (\n", + " ALL_VARIABLES,\n", " CONTINUOUS_VARIABLES,\n", " DISCRETE_VARIABLES,\n", " NUMERIC_VARIABLES,\n", " ORDINAL_VARIABLES,\n", - " TARGET_VARIABLE,\n", + " TARGET_VARIABLES,\n", " load_clean_data,\n", " print_column_list,\n", ")" @@ -72,7 +79,7 @@ "metadata": {}, "outputs": [], "source": [ - "% matplotlib inline" + "% load_ext blackcellmagic" ] }, { @@ -81,7 +88,7 @@ "metadata": {}, "outputs": [], "source": [ - "pd.set_option(\"display.max_columns\", 100)" + "% matplotlib inline" ] }, { @@ -89,6 +96,15 @@ "execution_count": 5, "metadata": {}, "outputs": [], + "source": [ + "pd.set_option(\"display.max_columns\", 100)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], "source": [ "sns.set_style(\"white\")" ] @@ -104,19 +120,16 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "df = load_clean_data(\n", - " subset=CONTINUOUS_VARIABLES + DISCRETE_VARIABLES + ORDINAL_VARIABLES,\n", - " ordinal_encoded=True,\n", - ")" + "df = load_clean_data(ordinal_encoded=True)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -455,7 +468,7 @@ "5 527105010 1998 2010 " ] }, - "execution_count": 7, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -473,7 +486,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -732,7 +745,7 @@ "5 527105010 4 4 2 0 3 " ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -745,18 +758,1060 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Correlations\n", - "\n", - "The pair-wise correlations are calculated based on the type of the variables:\n", - "- **continuous** variables are assumed to be linearly related with the target and each other or not: **Pearson's correlation coefficient**\n", - "- **discrete** (because of the low number of distinct realizations as seen in the data cleaning notebook) and **ordinal** (low number of distinct realizations as well) variables are assumed to be related in a monotonic way with the target and each other or not: **Spearman's rank correlation coefficient**\n", - "\n", - "Furthermore, a \"rule of thumb\" classification in *weak* and *strong* correlation is applied to the variables. The identified variables will be used in the prediction modelling part to speed up the feature selection. A correlation between 0.33 and 0.66 is considered *weak* while a correlation above 0.66 is considered *strong*." + "## Linearly \"dependent\" Features" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The \"above grade (ground) living area\" (= *Gr Liv Area*) can be split into 1st and 2nd floor living area plus some undefined rest." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "assert not (\n", + " df[\"Gr Liv Area\"]\n", + " != (df[\"1st Flr SF\"] + df[\"2nd Flr SF\"] + df[\"Low Qual Fin SF\"])\n", + ").any()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The various basement areas also add up." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "assert not (\n", + " df[\"Total Bsmt SF\"]\n", + " != (df[\"BsmtFin SF 1\"] + df[\"BsmtFin SF 2\"] + df[\"Bsmt Unf SF\"])\n", + ").any()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The different porch areas are unified into a new variable *Total Porch SF*. This potentially helps making the presence of a porch in general relevant in the prediction." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "df[\"Total Porch SF\"] = (\n", + " df[\"3Ssn Porch\"] + df[\"Enclosed Porch\"] + df[\"Open Porch SF\"]\n", + " + df[\"Screen Porch\"] + df[\"Wood Deck SF\"]\n", + ")\n", + "\n", + "new_variables = [\"Total Porch SF\"]\n", + "CONTINUOUS_VARIABLES.append(\"Total Porch SF\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The various types of rooms \"above grade\" (i.e., *TotRms AbvGrd*, *Bedroom AbvGr*, *Kitchen AbvGr*, and *Full Bath*) do not add up (only in 29% of the cases they do). Therefore, no single unified variable could be used as a predictor." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "29.0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(\n", + " 100\n", + " * (\n", + " df[\"TotRms AbvGrd\"]\n", + " == (df[\"Bedroom AbvGr\"] + df[\"Kitchen AbvGr\"] + df[\"Full Bath\"])\n", + " ).sum()\n", + " / df.shape[0]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Unify the number of various types of bathrooms into a single variable. Note that \"half\" bathrooms are counted as such." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "df[\"Total Bath\"] = (\n", + " df[\"Full Bath\"] + 0.5 * df[\"Half Bath\"]\n", + " + df[\"Bsmt Full Bath\"] + 0.5 * df[\"Bsmt Half Bath\"]\n", + ")\n", + "\n", + "new_variables.append(\"Total Bath\")\n", + "DISCRETE_VARIABLES.append(\"Total Bath\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Box-Cox Transformations\n", + "\n", + "Only columns with non-negative values are eligable for a Box-Cox transformation." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1st Flr SF First Floor square feet\n", + "Gr Liv Area Above grade (ground) living area square feet\n", + "Lot Area Lot size in square feet\n", + "Mo Sold Month Sold (MM)\n", + "SalePrice\n", + "TotRms AbvGrd Total rooms above grade (does not include bathrooms)\n", + "Total Bath\n", + "Year Built Original construction date\n", + "Year Remod/Add Remodel date (same as construction date if no remodeling or additions)\n", + "Yr Sold Year Sold (YYYY)\n" + ] + } + ], + "source": [ + "columns = CONTINUOUS_VARIABLES + DISCRETE_VARIABLES + TARGET_VARIABLES\n", + "transforms = df[columns].describe().T\n", + "transforms = list(transforms[transforms['min'] > 0].index)\n", + "print_column_list(transforms)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common convention is to use Box-Cox transformations only if the found lambda value (estimated with Maximum Likelyhood Estimation) is in the range from -3 to +3. Also, use a lambda rounded to the next \"half\" integer." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exact lambda of -8.398 for 1st Flr SF not in realistic range\n", + "Exact lambda of -8.398 for Gr Liv Area not in realistic range\n", + "Exact lambda of -8.398 for Lot Area not in realistic range\n", + "Rounded lambda of 1.0 (exact is 0.775) used to transform Mo Sold\n", + "Rounded lambda of 0.0 (exact is 0.107) used to transform TotRms AbvGrd\n", + "Exact lambda of 21.823 for Year Built not in realistic range\n", + "Exact lambda of 35.529 for Year Remod/Add not in realistic range\n", + "Exact lambda of -8.398 for Yr Sold not in realistic range\n", + "Rounded lambda of 0.5 (exact is 0.511) used to transform Total Bath\n", + "Rounded lambda of 0.0 (exact is 0.004) used to transform SalePrice\n" + ] + } + ], + "source": [ + "# Check the Box-Cox tranformations for each column seperately\n", + "# to decide if the optimal lambda value is in an acceptable range.\n", + "for column in transforms:\n", + " X = df[[column]] # 2D array needed!\n", + " pt = PowerTransformer(method=\"box-cox\", standardize=False)\n", + " # Suppress a weird but harmless warning from scipy\n", + " with warnings.catch_warnings():\n", + " warnings.simplefilter(\"ignore\")\n", + " pt.fit(X)\n", + " # Check if the optimal lambda is ok.\n", + " exact_lambda = pt.lambdas_[0]\n", + " used_lambda = 0.5 * np.round(2.0 * exact_lambda)\n", + " if -3 <= exact_lambda <= 3:\n", + " print(\n", + " f\"Rounded lambda of {used_lambda} (exact is {exact_lambda:.3f}) \"\n", + " f\"used to transform {column}\"\n", + " )\n", + " new_column = f\"{column} (box-cox-{used_lambda})\"\n", + " df[new_column] = (\n", + " np.log(X) if used_lambda == 0 else (((X ** used_lambda) - 1) / used_lambda)\n", + " )\n", + " # Track the new column in the appropiate list.\n", + " if column in CONTINUOUS_VARIABLES:\n", + " new_variables.append(new_column)\n", + " CONTINUOUS_VARIABLES.append(new_column)\n", + " elif column in DISCRETE_VARIABLES:\n", + " new_variables.append(new_column)\n", + " DISCRETE_VARIABLES.append(new_column)\n", + " else:\n", + " TARGET_VARIABLES.append(new_column)\n", + " else:\n", + " print(f\"Exact lambda of {exact_lambda:.3f} for {column} not in realistic range\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1st Flr SF2nd Flr SF3Ssn PorchAlleyBedroom AbvGrBldg TypeBsmt CondBsmt ExposureBsmt Full BathBsmt Half BathBsmt QualBsmt Unf SFBsmtFin SF 1BsmtFin SF 2BsmtFin Type 1BsmtFin Type 2Central AirCondition 1Condition 2ElectricalEnclosed PorchExter CondExter QualExterior 1stExterior 2ndFenceFireplace QuFireplacesFoundationFull BathFunctionalGarage AreaGarage CarsGarage CondGarage FinishGarage QualGarage TypeGr Liv AreaHalf BathHeatingHeating QCHouse StyleKitchen AbvGrKitchen QualLand ContourLand SlopeLot AreaLot ConfigLot ShapeLow Qual Fin SFMS SubClassMS ZoningMas Vnr AreaMas Vnr TypeMisc FeatureMisc ValMo SoldNeighborhoodOpen Porch SFOverall CondOverall QualPaved DrivePool AreaPool QCRoof MatlRoof StyleSale ConditionSale TypeScreen PorchStreetTotRms AbvGrdTotal Bsmt SFUtilitiesWood Deck SFYear BuiltYear Remod/AddYr SoldSalePriceTotal Porch SFTotal BathMo Sold (box-cox-1.0)TotRms AbvGrd (box-cox-0.0)Total Bath (box-cox-0.5)SalePrice (box-cox-0.0)
OrderPID
15263011001656.00.00.0NA31Fam44103441.0639.00.041YNormNorm40.022BrkFacePlywood042CBlock17528.02333Attchd1656.00GasA11Story12Lvl231770.0Corner20.0020RL112.0StoneNA0.05Names62.04510.00CompShgHipNormalWD0.0Pave71080.03210.0196019602010215000.0272.02.04.01.9459100.82842712.278393
2526350040896.00.00.0NA21Fam31003270.0468.0144.032YFeedrNorm40.022VinylSdVinylSd300CBlock17730.01313Attchd896.00GasA21Story12Lvl211622.0Inside30.0020RH0.0NoneNA0.06Names0.05420.00CompShgGableNormalWD120.0Pave5882.03140.0196119612010105000.0260.01.05.01.6094380.00000011.561716
35263510101329.00.00.0NA31Fam31003406.0923.00.051YNormNorm40.022Wd SdngWd Sdng000CBlock17312.01313Attchd1329.01GasA21Story13Lvl214267.0Corner20.0020RL108.0BrkFaceGar212500.06Names36.05520.00CompShgHipNormalWD0.0Pave61329.03393.0195819582010172000.0429.01.55.01.7917590.44949012.055250
45263530302110.00.00.0NA31Fam311031045.01065.00.051YNormNorm40.023BrkFaceBrkFace032CBlock27522.02333Attchd2110.01GasA41Story14Lvl211160.0Corner30.0020RL0.0NoneNA0.04Names0.04620.00CompShgHipNormalWD0.0Pave82110.030.0196819682010244000.00.03.53.02.0794421.74165712.404924
5527105010928.0701.00.0NA31Fam31004137.0791.00.061YNormNorm40.022VinylSdVinylSd331PConc27482.02333Attchd1629.01GasA32Story12Lvl213830.0Inside20.0060RL0.0NoneNA0.03Gilbert34.04420.00CompShgGableNormalWD0.0Pave6928.03212.0199719982010189900.0246.02.52.01.7917591.16227812.154253
\n", + "
" + ], + "text/plain": [ + " 1st Flr SF 2nd Flr SF 3Ssn Porch Alley Bedroom AbvGr \\\n", + "Order PID \n", + "1 526301100 1656.0 0.0 0.0 NA 3 \n", + "2 526350040 896.0 0.0 0.0 NA 2 \n", + "3 526351010 1329.0 0.0 0.0 NA 3 \n", + "4 526353030 2110.0 0.0 0.0 NA 3 \n", + "5 527105010 928.0 701.0 0.0 NA 3 \n", + "\n", + " Bldg Type Bsmt Cond Bsmt Exposure Bsmt Full Bath \\\n", + "Order PID \n", + "1 526301100 1Fam 4 4 1 \n", + "2 526350040 1Fam 3 1 0 \n", + "3 526351010 1Fam 3 1 0 \n", + "4 526353030 1Fam 3 1 1 \n", + "5 527105010 1Fam 3 1 0 \n", + "\n", + " Bsmt Half Bath Bsmt Qual Bsmt Unf SF BsmtFin SF 1 \\\n", + "Order PID \n", + "1 526301100 0 3 441.0 639.0 \n", + "2 526350040 0 3 270.0 468.0 \n", + "3 526351010 0 3 406.0 923.0 \n", + "4 526353030 0 3 1045.0 1065.0 \n", + "5 527105010 0 4 137.0 791.0 \n", + "\n", + " BsmtFin SF 2 BsmtFin Type 1 BsmtFin Type 2 Central Air \\\n", + "Order PID \n", + "1 526301100 0.0 4 1 Y \n", + "2 526350040 144.0 3 2 Y \n", + "3 526351010 0.0 5 1 Y \n", + "4 526353030 0.0 5 1 Y \n", + "5 527105010 0.0 6 1 Y \n", + "\n", + " Condition 1 Condition 2 Electrical Enclosed Porch \\\n", + "Order PID \n", + "1 526301100 Norm Norm 4 0.0 \n", + "2 526350040 Feedr Norm 4 0.0 \n", + "3 526351010 Norm Norm 4 0.0 \n", + "4 526353030 Norm Norm 4 0.0 \n", + "5 527105010 Norm Norm 4 0.0 \n", + "\n", + " Exter Cond Exter Qual Exterior 1st Exterior 2nd Fence \\\n", + "Order PID \n", + "1 526301100 2 2 BrkFace Plywood 0 \n", + "2 526350040 2 2 VinylSd VinylSd 3 \n", + "3 526351010 2 2 Wd Sdng Wd Sdng 0 \n", + "4 526353030 2 3 BrkFace BrkFace 0 \n", + "5 527105010 2 2 VinylSd VinylSd 3 \n", + "\n", + " Fireplace Qu Fireplaces Foundation Full Bath Functional \\\n", + "Order PID \n", + "1 526301100 4 2 CBlock 1 7 \n", + "2 526350040 0 0 CBlock 1 7 \n", + "3 526351010 0 0 CBlock 1 7 \n", + "4 526353030 3 2 CBlock 2 7 \n", + "5 527105010 3 1 PConc 2 7 \n", + "\n", + " Garage Area Garage Cars Garage Cond Garage Finish \\\n", + "Order PID \n", + "1 526301100 528.0 2 3 3 \n", + "2 526350040 730.0 1 3 1 \n", + "3 526351010 312.0 1 3 1 \n", + "4 526353030 522.0 2 3 3 \n", + "5 527105010 482.0 2 3 3 \n", + "\n", + " Garage Qual Garage Type Gr Liv Area Half Bath Heating \\\n", + "Order PID \n", + "1 526301100 3 Attchd 1656.0 0 GasA \n", + "2 526350040 3 Attchd 896.0 0 GasA \n", + "3 526351010 3 Attchd 1329.0 1 GasA \n", + "4 526353030 3 Attchd 2110.0 1 GasA \n", + "5 527105010 3 Attchd 1629.0 1 GasA \n", + "\n", + " Heating QC House Style Kitchen AbvGr Kitchen Qual \\\n", + "Order PID \n", + "1 526301100 1 1Story 1 2 \n", + "2 526350040 2 1Story 1 2 \n", + "3 526351010 2 1Story 1 3 \n", + "4 526353030 4 1Story 1 4 \n", + "5 527105010 3 2Story 1 2 \n", + "\n", + " Land Contour Land Slope Lot Area Lot Config Lot Shape \\\n", + "Order PID \n", + "1 526301100 Lvl 2 31770.0 Corner 2 \n", + "2 526350040 Lvl 2 11622.0 Inside 3 \n", + "3 526351010 Lvl 2 14267.0 Corner 2 \n", + "4 526353030 Lvl 2 11160.0 Corner 3 \n", + "5 527105010 Lvl 2 13830.0 Inside 2 \n", + "\n", + " Low Qual Fin SF MS SubClass MS Zoning Mas Vnr Area \\\n", + "Order PID \n", + "1 526301100 0.0 020 RL 112.0 \n", + "2 526350040 0.0 020 RH 0.0 \n", + "3 526351010 0.0 020 RL 108.0 \n", + "4 526353030 0.0 020 RL 0.0 \n", + "5 527105010 0.0 060 RL 0.0 \n", + "\n", + " Mas Vnr Type Misc Feature Misc Val Mo Sold Neighborhood \\\n", + "Order PID \n", + "1 526301100 Stone NA 0.0 5 Names \n", + "2 526350040 None NA 0.0 6 Names \n", + "3 526351010 BrkFace Gar2 12500.0 6 Names \n", + "4 526353030 None NA 0.0 4 Names \n", + "5 527105010 None NA 0.0 3 Gilbert \n", + "\n", + " Open Porch SF Overall Cond Overall Qual Paved Drive \\\n", + "Order PID \n", + "1 526301100 62.0 4 5 1 \n", + "2 526350040 0.0 5 4 2 \n", + "3 526351010 36.0 5 5 2 \n", + "4 526353030 0.0 4 6 2 \n", + "5 527105010 34.0 4 4 2 \n", + "\n", + " Pool Area Pool QC Roof Matl Roof Style Sale Condition \\\n", + "Order PID \n", + "1 526301100 0.0 0 CompShg Hip Normal \n", + "2 526350040 0.0 0 CompShg Gable Normal \n", + "3 526351010 0.0 0 CompShg Hip Normal \n", + "4 526353030 0.0 0 CompShg Hip Normal \n", + "5 527105010 0.0 0 CompShg Gable Normal \n", + "\n", + " Sale Type Screen Porch Street TotRms AbvGrd Total Bsmt SF \\\n", + "Order PID \n", + "1 526301100 WD 0.0 Pave 7 1080.0 \n", + "2 526350040 WD 120.0 Pave 5 882.0 \n", + "3 526351010 WD 0.0 Pave 6 1329.0 \n", + "4 526353030 WD 0.0 Pave 8 2110.0 \n", + "5 527105010 WD 0.0 Pave 6 928.0 \n", + "\n", + " Utilities Wood Deck SF Year Built Year Remod/Add Yr Sold \\\n", + "Order PID \n", + "1 526301100 3 210.0 1960 1960 2010 \n", + "2 526350040 3 140.0 1961 1961 2010 \n", + "3 526351010 3 393.0 1958 1958 2010 \n", + "4 526353030 3 0.0 1968 1968 2010 \n", + "5 527105010 3 212.0 1997 1998 2010 \n", + "\n", + " SalePrice Total Porch SF Total Bath Mo Sold (box-cox-1.0) \\\n", + "Order PID \n", + "1 526301100 215000.0 272.0 2.0 4.0 \n", + "2 526350040 105000.0 260.0 1.0 5.0 \n", + "3 526351010 172000.0 429.0 1.5 5.0 \n", + "4 526353030 244000.0 0.0 3.5 3.0 \n", + "5 527105010 189900.0 246.0 2.5 2.0 \n", + "\n", + " TotRms AbvGrd (box-cox-0.0) Total Bath (box-cox-0.5) \\\n", + "Order PID \n", + "1 526301100 1.945910 0.828427 \n", + "2 526350040 1.609438 0.000000 \n", + "3 526351010 1.791759 0.449490 \n", + "4 526353030 2.079442 1.741657 \n", + "5 527105010 1.791759 1.162278 \n", + "\n", + " SalePrice (box-cox-0.0) \n", + "Order PID \n", + "1 526301100 12.278393 \n", + "2 526350040 11.561716 \n", + "3 526351010 12.055250 \n", + "4 526353030 12.404924 \n", + "5 527105010 12.154253 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Correlations\n", + "\n", + "The pair-wise correlations are calculated based on the type of the variables:\n", + "- **continuous** variables are assumed to be linearly related with the target and each other or not: use **Pearson's correlation coefficient**\n", + "- **discrete** (because of the low number of distinct realizations as seen in the data cleaning notebook) and **ordinal** (low number of distinct realizations as well) variables are assumed to be related in a monotonic way with the target and each other or not: use **Spearman's rank correlation coefficient**\n", + "\n", + "Furthermore, for a **naive feature selection** a \"rule of thumb\" classification in *weak* and *strong* correlation is applied to the predictor variables. The identified variables will be used in the prediction modelling part to speed up the feature selection. A correlation between 0.33 and 0.66 is considered *weak* while a correlation above 0.66 is considered *strong*. Correlations are calculated for **each** target variable (i.e., raw \"SalePrice\" and Box-Cox transformation thereof)." + ] + }, + { + "cell_type": "code", + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -775,7 +1830,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -810,21 +1865,22 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ - "pearson = df[CONTINUOUS_VARIABLES + TARGET_VARIABLE].corr(method=\"pearson\")" + "columns = CONTINUOUS_VARIABLES + TARGET_VARIABLES\n", + "pearson = df[columns].corr(method=\"pearson\")" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -837,13 +1893,28 @@ "plot_correlation(pearson, \"Pearson's Correlation\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Predictors weakly or strongly correlated with a target variable are collected." + ] + }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ - "corrs = pearson.loc['SalePrice'].drop('SalePrice')" + "pearson_weakly_correlated = set()\n", + "pearson_strongly_correlated = set()\n", + "# Iterate over the raw and transformed target.\n", + "for target in TARGET_VARIABLES:\n", + " corrs = pearson.loc[target].drop(TARGET_VARIABLES)\n", + " pearson_weakly_correlated |= set(corrs[(weak < corrs) & (corrs <= strong)].index)\n", + " pearson_strongly_correlated |= set(corrs[(strong < corrs)].index)\n", + "# Show that no contradiction exists between weak and strong classification.\n", + "assert pearson_weakly_correlated & pearson_strongly_correlated == set()" ] }, { @@ -855,29 +1926,30 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1st Flr SF First Floor square feet\n", - "BsmtFin SF 1 Type 1 finished square feet\n", - "Garage Area Size of garage in square feet\n", - "Mas Vnr Area Masonry veneer area in square feet\n", - "Total Bsmt SF Total square feet of basement area\n" + "1st Flr SF First Floor square feet\n", + "BsmtFin SF 1 Type 1 finished square feet\n", + "Garage Area Size of garage in square feet\n", + "Mas Vnr Area Masonry veneer area in square feet\n", + "Total Bsmt SF Total square feet of basement area\n", + "Total Porch SF\n", + "Wood Deck SF Wood deck area in square feet\n" ] } ], "source": [ - "pearson_weakly_correlated = list(corrs[(weak < corrs) & (corrs <= strong)].index)\n", "print_column_list(pearson_weakly_correlated)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -889,7 +1961,6 @@ } ], "source": [ - "pearson_strongly_correlated = list(corrs[(strong < corrs)].index)\n", "print_column_list(pearson_strongly_correlated)" ] }, @@ -904,21 +1975,22 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ - "spearman = df[sorted(DISCRETE_VARIABLES + ORDINAL_VARIABLES) + TARGET_VARIABLE].corr(method=\"spearman\")" + "columns = sorted(DISCRETE_VARIABLES + ORDINAL_VARIABLES) + TARGET_VARIABLES\n", + "spearman = df[columns].corr(method=\"spearman\")" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 26, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -931,13 +2003,48 @@ "plot_correlation(spearman, \"Spearman's Rank Correlation\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Predictors weakly or strongly correlated with a target variable are collected." + ] + }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'SalePrice'" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TARGET_VARIABLES[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ - "corrs = spearman.loc['SalePrice'].drop('SalePrice')" + "spearman_weakly_correlated = set()\n", + "spearman_strongly_correlated = set()\n", + "# Iterate over the raw and transformed target.\n", + "for target in TARGET_VARIABLES:\n", + " corrs = spearman.loc[target].drop(TARGET_VARIABLES)\n", + " spearman_weakly_correlated |= set(corrs[(weak < corrs) & (corrs <= strong)].index)\n", + " spearman_strongly_correlated |= set(corrs[(strong < corrs)].index)\n", + "# Show that no contradiction exists between weak and strong classification.\n", + "assert spearman_weakly_correlated & spearman_strongly_correlated == set()" ] }, { @@ -949,54 +2056,55 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Bsmt Exposure Refers to walkout or garden level walls\n", - "BsmtFin Type 1 Rating of basement finished area\n", - "Fireplace Qu Fireplace quality\n", - "Fireplaces Number of fireplaces\n", - "Full Bath Full bathrooms above grade\n", - "Garage Cond Garage condition\n", - "Garage Finish Interior finish of the garage\n", - "Garage Qual Garage quality\n", - "Half Bath Half baths above grade\n", - "Heating QC Heating quality and condition\n", - "Paved Drive Paved driveway\n", - "TotRms AbvGrd Total rooms above grade (does not include bathrooms)\n", - "Year Remod/Add Remodel date (same as construction date if no remodeling or additions)\n" + "Bsmt Exposure Refers to walkout or garden level walls\n", + "BsmtFin Type 1 Rating of basement finished area\n", + "Fireplace Qu Fireplace quality\n", + "Fireplaces Number of fireplaces\n", + "Full Bath Full bathrooms above grade\n", + "Garage Cond Garage condition\n", + "Garage Finish Interior finish of the garage\n", + "Garage Qual Garage quality\n", + "Half Bath Half baths above grade\n", + "Heating QC Heating quality and condition\n", + "Paved Drive Paved driveway\n", + "TotRms AbvGrd Total rooms above grade (does not include bathrooms)\n", + "TotRms AbvGrd (box-cox-0.0)\n", + "Year Remod/Add Remodel date (same as construction date if no remodeling or additions)\n" ] } ], "source": [ - "spearman_weakly_correlated = list(corrs[(weak < corrs) & (corrs <= strong)].index)\n", "print_column_list(spearman_weakly_correlated)" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Bsmt Qual Evaluates the height of the basement\n", - "Exter Qual Evaluates the quality of the material on the exterior\n", - "Garage Cars Size of garage in car capacity\n", - "Kitchen Qual Kitchen quality\n", - "Overall Qual Rates the overall material and finish of the house\n", - "Year Built Original construction date\n" + "Bsmt Qual Evaluates the height of the basement\n", + "Exter Qual Evaluates the quality of the material on the exterior\n", + "Garage Cars Size of garage in car capacity\n", + "Kitchen Qual Kitchen quality\n", + "Overall Qual Rates the overall material and finish of the house\n", + "Total Bath\n", + "Total Bath (box-cox-0.5)\n", + "Year Built Original construction date\n" ] } ], "source": [ - "spearman_strongly_correlated = list(corrs[(strong < corrs)].index)\n", "print_column_list(spearman_strongly_correlated)" ] }, @@ -1004,25 +2112,905 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Save the weakly and strongly correlated Variables" + "## Save the Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Save the weakly and strongly correlated Variables\n", + "\n", + "The subset of variables that have a correlation with the house price are saved in a simple JSON file for easy re-use." ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "with open(\"weakly_and_strongly_correlated_variables.json\", \"w\") as file:\n", " file.write(json.dumps({\n", " \"weakly_correlated\": sorted(\n", - " pearson_weakly_correlated + spearman_weakly_correlated\n", + " list(pearson_weakly_correlated) + list(spearman_weakly_correlated)\n", " ),\n", " \"strongly_correlated\": sorted(\n", - " pearson_strongly_correlated + spearman_strongly_correlated\n", + " list(pearson_strongly_correlated) + list(spearman_strongly_correlated)\n", " ),\n", " }))" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Save the Data\n", + "\n", + "For conveniene, sort the columns alphabetically with the targets at the end." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "df = df[sorted(ALL_VARIABLES + new_variables) + TARGET_VARIABLES]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Added 2 new linear combinations and 4 Box-Cox transformations to the previously 78 columns." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2898, 84)" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1st Flr SF2nd Flr SF3Ssn PorchAlleyBedroom AbvGrBldg TypeBsmt CondBsmt ExposureBsmt Full BathBsmt Half BathBsmt QualBsmt Unf SFBsmtFin SF 1BsmtFin SF 2BsmtFin Type 1BsmtFin Type 2Central AirCondition 1Condition 2ElectricalEnclosed PorchExter CondExter QualExterior 1stExterior 2ndFenceFireplace QuFireplacesFoundationFull BathFunctionalGarage AreaGarage CarsGarage CondGarage FinishGarage QualGarage TypeGr Liv AreaHalf BathHeatingHeating QCHouse StyleKitchen AbvGrKitchen QualLand ContourLand SlopeLot AreaLot ConfigLot ShapeLow Qual Fin SFMS SubClassMS ZoningMas Vnr AreaMas Vnr TypeMisc FeatureMisc ValMo SoldMo Sold (box-cox-1.0)NeighborhoodOpen Porch SFOverall CondOverall QualPaved DrivePool AreaPool QCRoof MatlRoof StyleSale ConditionSale TypeScreen PorchStreetTotRms AbvGrdTotRms AbvGrd (box-cox-0.0)Total BathTotal Bath (box-cox-0.5)Total Bsmt SFTotal Porch SFUtilitiesWood Deck SFYear BuiltYear Remod/AddYr SoldSalePriceSalePrice (box-cox-0.0)
OrderPID
15263011001656.00.00.0NA31Fam44103441.0639.00.041YNormNorm40.022BrkFacePlywood042CBlock17528.02333Attchd1656.00GasA11Story12Lvl231770.0Corner20.0020RL112.0StoneNA0.054.0Names62.04510.00CompShgHipNormalWD0.0Pave71.9459102.00.8284271080.0272.03210.0196019602010215000.012.278393
2526350040896.00.00.0NA21Fam31003270.0468.0144.032YFeedrNorm40.022VinylSdVinylSd300CBlock17730.01313Attchd896.00GasA21Story12Lvl211622.0Inside30.0020RH0.0NoneNA0.065.0Names0.05420.00CompShgGableNormalWD120.0Pave51.6094381.00.000000882.0260.03140.0196119612010105000.011.561716
35263510101329.00.00.0NA31Fam31003406.0923.00.051YNormNorm40.022Wd SdngWd Sdng000CBlock17312.01313Attchd1329.01GasA21Story13Lvl214267.0Corner20.0020RL108.0BrkFaceGar212500.065.0Names36.05520.00CompShgHipNormalWD0.0Pave61.7917591.50.4494901329.0429.03393.0195819582010172000.012.055250
45263530302110.00.00.0NA31Fam311031045.01065.00.051YNormNorm40.023BrkFaceBrkFace032CBlock27522.02333Attchd2110.01GasA41Story14Lvl211160.0Corner30.0020RL0.0NoneNA0.043.0Names0.04620.00CompShgHipNormalWD0.0Pave82.0794423.51.7416572110.00.030.0196819682010244000.012.404924
5527105010928.0701.00.0NA31Fam31004137.0791.00.061YNormNorm40.022VinylSdVinylSd331PConc27482.02333Attchd1629.01GasA32Story12Lvl213830.0Inside20.0060RL0.0NoneNA0.032.0Gilbert34.04420.00CompShgGableNormalWD0.0Pave61.7917592.51.162278928.0246.03212.0199719982010189900.012.154253
\n", + "
" + ], + "text/plain": [ + " 1st Flr SF 2nd Flr SF 3Ssn Porch Alley Bedroom AbvGr \\\n", + "Order PID \n", + "1 526301100 1656.0 0.0 0.0 NA 3 \n", + "2 526350040 896.0 0.0 0.0 NA 2 \n", + "3 526351010 1329.0 0.0 0.0 NA 3 \n", + "4 526353030 2110.0 0.0 0.0 NA 3 \n", + "5 527105010 928.0 701.0 0.0 NA 3 \n", + "\n", + " Bldg Type Bsmt Cond Bsmt Exposure Bsmt Full Bath \\\n", + "Order PID \n", + "1 526301100 1Fam 4 4 1 \n", + "2 526350040 1Fam 3 1 0 \n", + "3 526351010 1Fam 3 1 0 \n", + "4 526353030 1Fam 3 1 1 \n", + "5 527105010 1Fam 3 1 0 \n", + "\n", + " Bsmt Half Bath Bsmt Qual Bsmt Unf SF BsmtFin SF 1 \\\n", + "Order PID \n", + "1 526301100 0 3 441.0 639.0 \n", + "2 526350040 0 3 270.0 468.0 \n", + "3 526351010 0 3 406.0 923.0 \n", + "4 526353030 0 3 1045.0 1065.0 \n", + "5 527105010 0 4 137.0 791.0 \n", + "\n", + " BsmtFin SF 2 BsmtFin Type 1 BsmtFin Type 2 Central Air \\\n", + "Order PID \n", + "1 526301100 0.0 4 1 Y \n", + "2 526350040 144.0 3 2 Y \n", + "3 526351010 0.0 5 1 Y \n", + "4 526353030 0.0 5 1 Y \n", + "5 527105010 0.0 6 1 Y \n", + "\n", + " Condition 1 Condition 2 Electrical Enclosed Porch \\\n", + "Order PID \n", + "1 526301100 Norm Norm 4 0.0 \n", + "2 526350040 Feedr Norm 4 0.0 \n", + "3 526351010 Norm Norm 4 0.0 \n", + "4 526353030 Norm Norm 4 0.0 \n", + "5 527105010 Norm Norm 4 0.0 \n", + "\n", + " Exter Cond Exter Qual Exterior 1st Exterior 2nd Fence \\\n", + "Order PID \n", + "1 526301100 2 2 BrkFace Plywood 0 \n", + "2 526350040 2 2 VinylSd VinylSd 3 \n", + "3 526351010 2 2 Wd Sdng Wd Sdng 0 \n", + "4 526353030 2 3 BrkFace BrkFace 0 \n", + "5 527105010 2 2 VinylSd VinylSd 3 \n", + "\n", + " Fireplace Qu Fireplaces Foundation Full Bath Functional \\\n", + "Order PID \n", + "1 526301100 4 2 CBlock 1 7 \n", + "2 526350040 0 0 CBlock 1 7 \n", + "3 526351010 0 0 CBlock 1 7 \n", + "4 526353030 3 2 CBlock 2 7 \n", + "5 527105010 3 1 PConc 2 7 \n", + "\n", + " Garage Area Garage Cars Garage Cond Garage Finish \\\n", + "Order PID \n", + "1 526301100 528.0 2 3 3 \n", + "2 526350040 730.0 1 3 1 \n", + "3 526351010 312.0 1 3 1 \n", + "4 526353030 522.0 2 3 3 \n", + "5 527105010 482.0 2 3 3 \n", + "\n", + " Garage Qual Garage Type Gr Liv Area Half Bath Heating \\\n", + "Order PID \n", + "1 526301100 3 Attchd 1656.0 0 GasA \n", + "2 526350040 3 Attchd 896.0 0 GasA \n", + "3 526351010 3 Attchd 1329.0 1 GasA \n", + "4 526353030 3 Attchd 2110.0 1 GasA \n", + "5 527105010 3 Attchd 1629.0 1 GasA \n", + "\n", + " Heating QC House Style Kitchen AbvGr Kitchen Qual \\\n", + "Order PID \n", + "1 526301100 1 1Story 1 2 \n", + "2 526350040 2 1Story 1 2 \n", + "3 526351010 2 1Story 1 3 \n", + "4 526353030 4 1Story 1 4 \n", + "5 527105010 3 2Story 1 2 \n", + "\n", + " Land Contour Land Slope Lot Area Lot Config Lot Shape \\\n", + "Order PID \n", + "1 526301100 Lvl 2 31770.0 Corner 2 \n", + "2 526350040 Lvl 2 11622.0 Inside 3 \n", + "3 526351010 Lvl 2 14267.0 Corner 2 \n", + "4 526353030 Lvl 2 11160.0 Corner 3 \n", + "5 527105010 Lvl 2 13830.0 Inside 2 \n", + "\n", + " Low Qual Fin SF MS SubClass MS Zoning Mas Vnr Area \\\n", + "Order PID \n", + "1 526301100 0.0 020 RL 112.0 \n", + "2 526350040 0.0 020 RH 0.0 \n", + "3 526351010 0.0 020 RL 108.0 \n", + "4 526353030 0.0 020 RL 0.0 \n", + "5 527105010 0.0 060 RL 0.0 \n", + "\n", + " Mas Vnr Type Misc Feature Misc Val Mo Sold \\\n", + "Order PID \n", + "1 526301100 Stone NA 0.0 5 \n", + "2 526350040 None NA 0.0 6 \n", + "3 526351010 BrkFace Gar2 12500.0 6 \n", + "4 526353030 None NA 0.0 4 \n", + "5 527105010 None NA 0.0 3 \n", + "\n", + " Mo Sold (box-cox-1.0) Neighborhood Open Porch SF \\\n", + "Order PID \n", + "1 526301100 4.0 Names 62.0 \n", + "2 526350040 5.0 Names 0.0 \n", + "3 526351010 5.0 Names 36.0 \n", + "4 526353030 3.0 Names 0.0 \n", + "5 527105010 2.0 Gilbert 34.0 \n", + "\n", + " Overall Cond Overall Qual Paved Drive Pool Area Pool QC \\\n", + "Order PID \n", + "1 526301100 4 5 1 0.0 0 \n", + "2 526350040 5 4 2 0.0 0 \n", + "3 526351010 5 5 2 0.0 0 \n", + "4 526353030 4 6 2 0.0 0 \n", + "5 527105010 4 4 2 0.0 0 \n", + "\n", + " Roof Matl Roof Style Sale Condition Sale Type Screen Porch \\\n", + "Order PID \n", + "1 526301100 CompShg Hip Normal WD 0.0 \n", + "2 526350040 CompShg Gable Normal WD 120.0 \n", + "3 526351010 CompShg Hip Normal WD 0.0 \n", + "4 526353030 CompShg Hip Normal WD 0.0 \n", + "5 527105010 CompShg Gable Normal WD 0.0 \n", + "\n", + " Street TotRms AbvGrd TotRms AbvGrd (box-cox-0.0) \\\n", + "Order PID \n", + "1 526301100 Pave 7 1.945910 \n", + "2 526350040 Pave 5 1.609438 \n", + "3 526351010 Pave 6 1.791759 \n", + "4 526353030 Pave 8 2.079442 \n", + "5 527105010 Pave 6 1.791759 \n", + "\n", + " Total Bath Total Bath (box-cox-0.5) Total Bsmt SF \\\n", + "Order PID \n", + "1 526301100 2.0 0.828427 1080.0 \n", + "2 526350040 1.0 0.000000 882.0 \n", + "3 526351010 1.5 0.449490 1329.0 \n", + "4 526353030 3.5 1.741657 2110.0 \n", + "5 527105010 2.5 1.162278 928.0 \n", + "\n", + " Total Porch SF Utilities Wood Deck SF Year Built \\\n", + "Order PID \n", + "1 526301100 272.0 3 210.0 1960 \n", + "2 526350040 260.0 3 140.0 1961 \n", + "3 526351010 429.0 3 393.0 1958 \n", + "4 526353030 0.0 3 0.0 1968 \n", + "5 527105010 246.0 3 212.0 1997 \n", + "\n", + " Year Remod/Add Yr Sold SalePrice SalePrice (box-cox-0.0) \n", + "Order PID \n", + "1 526301100 1960 2010 215000.0 12.278393 \n", + "2 526350040 1961 2010 105000.0 11.561716 \n", + "3 526351010 1958 2010 172000.0 12.055250 \n", + "4 526353030 1968 2010 244000.0 12.404924 \n", + "5 527105010 1998 2010 189900.0 12.154253 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "df.to_csv(\"data_clean_with_transformations.csv\")" + ] } ], "metadata": { diff --git a/Pipfile b/Pipfile index d4bd231..3774613 100644 --- a/Pipfile +++ b/Pipfile @@ -12,8 +12,10 @@ xlrd = "*" xlwt = "*" tabulate = "*" 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Porch,Alley,Bedroom AbvGr,Bldg Type,Bsmt Cond,Bsmt Exposure,Bsmt Full Bath,Bsmt Half Bath,Bsmt Qual,Bsmt Unf SF,BsmtFin SF 1,BsmtFin SF 2,BsmtFin Type 1,BsmtFin Type 2,Central Air,Condition 1,Condition 2,Electrical,Enclosed Porch,Exter Cond,Exter Qual,Exterior 1st,Exterior 2nd,Fence,Fireplace Qu,Fireplaces,Foundation,Full Bath,Functional,Garage Area,Garage Cars,Garage Cond,Garage Finish,Garage Qual,Garage Type,Gr Liv Area,Half Bath,Heating,Heating QC,House Style,Kitchen AbvGr,Kitchen Qual,Land Contour,Land Slope,Lot Area,Lot Config,Lot Shape,Low Qual Fin SF,MS SubClass,MS Zoning,Mas Vnr Area,Mas Vnr Type,Misc Feature,Misc Val,Mo Sold,Mo Sold (box-cox-1.0),Neighborhood,Open Porch SF,Overall Cond,Overall Qual,Paved Drive,Pool Area,Pool QC,Roof Matl,Roof Style,Sale Condition,Sale Type,Screen Porch,Street,TotRms AbvGrd,TotRms AbvGrd (box-cox-0.0),Total Bath,Total Bath (box-cox-0.5),Total Bsmt SF,Total Porch SF,Utilities,Wood Deck SF,Year Built,Year Remod/Add,Yr Sold,SalePrice,SalePrice (box-cox-0.0) +1,526301100,1656.0,0.0,0.0,NA,3,1Fam,4,4,1,0,3,441.0,639.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Plywood,0,4,2,CBlock,1,7,528.0,2,3,3,3,Attchd,1656.0,0,GasA,1,1Story,1,2,Lvl,2,31770.0,Corner,2,0.0,020,RL,112.0,Stone,NA,0.0,5,4.0,Names,62.0,4,5,1,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1080.0,272.0,3,210.0,1960,1960,2010,215000.0,12.2783933071098 +2,526350040,896.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,270.0,468.0,144.0,3,2,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,730.0,1,3,1,3,Attchd,896.0,0,GasA,2,1Story,1,2,Lvl,2,11622.0,Inside,3,0.0,020,RH,0.0,None,NA,0.0,6,5.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,120.0,Pave,5,1.6094379124341003,1.0,0.0,882.0,260.0,3,140.0,1961,1961,2010,105000.0,11.56171562913966 +3,526351010,1329.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,406.0,923.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,312.0,1,3,1,3,Attchd,1329.0,1,GasA,2,1Story,1,3,Lvl,2,14267.0,Corner,2,0.0,020,RL,108.0,BrkFace,Gar2,12500.0,6,5.0,Names,36.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1329.0,429.0,3,393.0,1958,1958,2010,172000.0,12.05524975579559 +4,526353030,2110.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,1045.0,1065.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,3,2,CBlock,2,7,522.0,2,3,3,3,Attchd,2110.0,1,GasA,4,1Story,1,4,Lvl,2,11160.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2110.0,0.0,3,0.0,1968,1968,2010,244000.0,12.404923504275338 +5,527105010,928.0,701.0,0.0,NA,3,1Fam,3,1,0,0,4,137.0,791.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,3,1,PConc,2,7,482.0,2,3,3,3,Attchd,1629.0,1,GasA,3,2Story,1,2,Lvl,2,13830.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Gilbert,34.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,928.0,246.0,3,212.0,1997,1998,2010,189900.0,12.154252896800378 +6,527105030,926.0,678.0,0.0,NA,3,1Fam,3,1,0,0,3,324.0,602.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,2,7,470.0,2,3,3,3,Attchd,1604.0,1,GasA,4,2Story,1,3,Lvl,2,9978.0,Inside,2,0.0,060,RL,20.0,BrkFace,NA,0.0,6,5.0,Gilbert,36.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,926.0,396.0,3,360.0,1998,1998,2010,195500.0,12.183315658407558 +7,527127150,1338.0,0.0,0.0,NA,2,TwnhsE,3,2,1,0,4,722.0,616.0,0.0,6,1,Y,Norm,Norm,4,170.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,582.0,2,3,3,3,Attchd,1338.0,0,GasA,4,1Story,1,3,Lvl,2,4920.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,4,3.0,StoneBr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1338.0,170.0,3,0.0,2001,2001,2010,213500.0,12.271392111650817 +8,527145080,1280.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1017.0,263.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,506.0,2,3,2,3,Attchd,1280.0,0,GasA,4,1Story,1,3,HLS,2,5005.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,1,0.0,StoneBr,82.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1280.0,226.0,3,0.0,1992,1992,2010,191500.0,12.162643087602838 +9,527146030,1616.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,415.0,1180.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,3,1,PConc,2,7,608.0,2,3,2,3,Attchd,1616.0,0,GasA,4,1Story,1,3,Lvl,2,5389.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,3,2.0,StoneBr,152.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1595.0,389.0,3,237.0,1995,1996,2010,236500.0,12.373703486914124 +10,527162130,1028.0,776.0,0.0,NA,3,1Fam,3,1,0,0,3,994.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,442.0,2,3,3,3,Attchd,1804.0,1,GasA,3,2Story,1,3,Lvl,2,7500.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,60.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,994.0,200.0,3,140.0,1999,1999,2010,189000.0,12.14950229404178 +11,527163010,763.0,892.0,0.0,NA,3,1Fam,3,1,0,0,4,763.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,440.0,2,3,3,3,Attchd,1655.0,1,GasA,3,2Story,1,2,Lvl,2,10000.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,763.0,241.0,3,157.0,1993,1994,2010,175900.0,12.077670930725649 +12,527165230,1187.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,233.0,935.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,4,0,0,PConc,2,7,420.0,2,3,3,3,Attchd,1187.0,0,GasA,4,1Story,1,2,Lvl,2,7980.0,Inside,2,0.0,020,RL,0.0,None,Shed,500.0,3,2.0,Gilbert,21.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1168.0,504.0,3,483.0,1992,2007,2010,185000.0,12.128111104060462 +13,527166040,789.0,676.0,0.0,NA,3,1Fam,3,1,0,0,4,789.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,2,7,393.0,2,3,3,3,Attchd,1465.0,1,GasA,3,2Story,1,2,Lvl,2,8402.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,75.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,789.0,75.0,3,0.0,1998,1998,2010,180400.0,12.10293188661066 +14,527180040,1341.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,663.0,637.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,1,1,PConc,1,7,506.0,2,3,1,3,Attchd,1341.0,1,GasA,3,1Story,1,3,Lvl,2,10176.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1300.0,192.0,3,192.0,1990,1990,2010,171500.0,12.052338545588132 +15,527182190,1502.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,0.0,368.0,1120.0,6,4,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,1,7,528.0,2,3,2,3,Attchd,1502.0,1,GasA,2,1Story,1,3,Lvl,2,6820.0,Corner,2,0.0,120,RL,0.0,None,NA,0.0,6,5.0,StoneBr,54.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,140.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1488.0,194.0,3,0.0,1985,1985,2010,212000.0,12.26434155365415 +16,527216070,1690.0,1589.0,0.0,NA,4,1Fam,3,4,1,0,4,234.0,1416.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,WdShing,0,4,1,PConc,3,4,841.0,3,3,3,3,BuiltIn,3279.0,1,GasA,4,2Story,1,4,HLS,1,53504.0,CulDSac,1,0.0,060,RL,603.0,BrkFace,NA,0.0,6,5.0,StoneBr,36.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,210.0,Pave,12,2.4849066497880004,4.5,2.2426406871192848,1650.0,749.0,3,503.0,2003,2003,2010,538000.0,13.195613839143922 +17,527225035,1080.0,672.0,0.0,NA,4,1Fam,3,3,0,0,4,132.0,427.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,0,0,Wood,2,7,492.0,2,3,2,3,Basment,1752.0,0,GasA,3,1.5Fin,1,2,Bnk,1,12134.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Gilbert,12.0,6,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,559.0,337.0,3,325.0,1988,2005,2010,164000.0,12.007621706806335 +18,527258010,1856.0,0.0,0.0,NA,1,1Fam,3,3,1,0,5,411.0,1445.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,1,7,834.0,3,3,3,3,Attchd,1856.0,1,GasA,4,1Story,1,4,Lvl,2,11394.0,Corner,3,0.0,020,RL,350.0,Stone,NA,0.0,6,5.0,StoneBr,0.0,1,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1856.0,113.0,3,113.0,2010,2010,2010,394432.0,12.885202034321916 +19,527276150,864.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,744.0,120.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,400.0,2,3,1,3,Detchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,19138.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Gilbert,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,864.0,0.0,3,0.0,1951,1951,2010,141000.0,11.856515169360305 +20,527302110,2073.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,589.0,790.0,163.0,5,3,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,2,CBlock,2,6,500.0,2,3,1,3,Attchd,2073.0,0,GasA,2,1Story,1,2,Lvl,2,13175.0,Inside,3,0.0,020,RL,119.0,Stone,NA,0.0,2,1.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1542.0,349.0,3,349.0,1978,1988,2010,210000.0,12.254862809699606 +21,527358140,1844.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1139.0,705.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,1,CBlock,2,7,546.0,2,3,2,3,Attchd,1844.0,0,GasA,4,1Story,1,2,Lvl,2,11751.0,Inside,2,0.0,020,RL,480.0,BrkFace,NA,0.0,1,0.0,NWAmes,122.0,5,5,2,0.0,0,CompShg,Hip,Normal,COD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1844.0,122.0,3,0.0,1977,1977,2010,190000.0,12.154779351142624 +22,527358200,1173.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,0.0,885.0,168.0,6,2,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,2,CBlock,2,7,528.0,2,3,2,3,Attchd,1173.0,0,GasA,2,SFoyer,1,3,Lvl,2,10625.0,Inside,3,0.0,085,RL,81.0,BrkFace,NA,0.0,1,0.0,NWAmes,120.0,5,6,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1053.0,120.0,3,0.0,1974,1974,2010,170000.0,12.043553716032399 +23,527368020,814.0,860.0,0.0,NA,3,1Fam,3,1,1,0,4,281.0,533.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,663.0,2,3,2,3,Attchd,1674.0,1,GasA,4,2Story,1,3,Lvl,2,7500.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,1,0.0,Somerst,96.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,814.0,96.0,3,0.0,2000,2000,2010,216000.0,12.283033686666302 +24,527402200,1004.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,426.0,578.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,480.0,2,3,3,3,Attchd,1004.0,0,GasA,4,1Story,1,2,Lvl,2,11241.0,CulDSac,2,0.0,020,RL,180.0,BrkFace,Shed,700.0,3,2.0,Names,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1004.0,0.0,3,0.0,1970,1970,2010,149000.0,11.911701584927597 +25,527402250,1078.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,344.0,734.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,2,1,CBlock,1,7,500.0,2,3,3,3,Attchd,1078.0,1,GasA,4,1Story,1,2,Lvl,2,12537.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1078.0,0.0,3,0.0,1971,2008,2010,149900.0,11.917723684090689 +26,527403020,1056.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,281.0,775.0,0.0,4,1,Y,Norm,Norm,4,184.0,2,2,VinylSd,VinylSd,0,2,1,CBlock,1,7,304.0,1,3,1,3,Attchd,1056.0,0,GasA,4,1Story,1,2,Lvl,2,8450.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,85.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1056.0,269.0,3,0.0,1968,1968,2010,142000.0,11.863582336583399 +27,527404120,882.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,0.0,804.0,78.0,5,3,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,CBlock,1,7,525.0,2,3,3,3,Attchd,882.0,0,GasA,2,1Story,1,2,Lvl,2,8400.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,882.0,240.0,3,240.0,1970,1970,2010,126000.0,11.744037185933616 +28,527425090,864.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,432.0,432.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,1,1,CBlock,1,7,0.0,0,0,0,0,NA,864.0,0,GasA,2,1Story,1,2,Lvl,2,10500.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,ConLI,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1971,1971,2010,115000.0,11.652687407345388 +29,527427230,1337.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,354.0,1051.0,0.0,6,4,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,2,1,PConc,2,7,511.0,2,3,3,3,Attchd,1337.0,0,GasA,4,1Story,1,3,Lvl,2,5858.0,FR2,2,0.0,120,RH,0.0,None,NA,0.0,6,5.0,Names,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1405.0,271.0,3,203.0,1999,1999,2010,184000.0,12.122691036591123 +30,527451180,483.0,504.0,0.0,NA,2,TwnhsI,3,1,0,0,3,327.0,156.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,987.0,1,GasA,2,2Story,1,2,Lvl,2,1680.0,Inside,3,0.0,160,RM,504.0,BrkFace,NA,0.0,2,1.0,BrDale,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,483.0,275.0,3,275.0,1971,1971,2010,96000.0,11.472103470449973 +31,527451330,525.0,567.0,0.0,NA,3,TwnhsI,3,1,0,0,3,225.0,300.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,320.0,1,3,1,3,Detchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,1680.0,Inside,3,0.0,160,RM,492.0,BrkFace,NA,0.0,3,2.0,BrDale,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,525.0,0.0,3,0.0,1971,1971,2010,105500.0,11.566466231898259 +32,527451410,525.0,567.0,0.0,NA,3,TwnhsI,3,1,0,0,3,525.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,ImStucc,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,1680.0,Inside,3,0.0,160,RM,381.0,BrkFace,NA,0.0,3,2.0,BrDale,0.0,4,5,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,525.0,0.0,3,0.0,1971,1971,2010,88000.0,11.385092093460344 +33,527452190,1069.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,709.0,360.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,2,1,CBlock,2,7,440.0,2,3,2,3,Attchd,1069.0,0,GasA,2,1Story,1,2,Lvl,2,4043.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,7,6.0,NPkVill,55.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,165.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1069.0,220.0,3,0.0,1977,1977,2010,127500.0,11.755871643580617 +34,527453130,855.0,601.0,0.0,NA,3,TwnhsI,3,1,0,0,3,341.0,514.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,3,1,CBlock,2,7,440.0,2,3,1,3,Attchd,1456.0,1,GasA,2,2Story,1,3,Lvl,2,2280.0,FR2,3,0.0,160,RL,0.0,None,NA,0.0,6,5.0,NPkVill,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,855.0,173.0,3,173.0,1975,1975,2010,149900.0,11.917723684090689 +35,527453150,836.0,0.0,0.0,NA,2,TwnhsI,3,1,0,0,4,836.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,0,0,CBlock,1,7,308.0,1,3,1,3,Attchd,836.0,0,GasA,4,1Story,1,2,Lvl,2,2280.0,FR2,3,0.0,120,RL,0.0,None,NA,0.0,6,5.0,NPkVill,30.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,836.0,30.0,3,0.0,1975,1975,2010,120000.0,11.695247021764184 +36,527454200,855.0,601.0,0.0,NA,3,TwnhsI,3,1,0,0,4,544.0,311.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,3,1,CBlock,2,7,440.0,2,3,1,3,Attchd,1456.0,1,GasA,1,2Story,1,2,Lvl,2,2280.0,Inside,3,0.0,160,RL,0.0,None,NA,0.0,7,6.0,NPkVill,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,855.0,26.0,3,26.0,1978,1978,2010,146000.0,11.891361900690473 +37,528108120,1627.0,707.0,0.0,NA,3,1Fam,3,1,0,0,5,1590.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,751.0,3,3,3,3,Attchd,2334.0,1,GasA,4,2Story,1,4,Lvl,2,12858.0,Inside,2,0.0,060,RL,162.0,Stone,NA,0.0,1,0.0,NridgHt,133.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1590.0,277.0,3,144.0,2009,2010,2010,376162.0,12.837775180646194 +38,528112020,1704.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,486.0,1218.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,772.0,3,3,2,3,Attchd,1704.0,0,GasA,4,1Story,1,3,Lvl,2,11478.0,Inside,3,0.0,020,RL,200.0,Stone,NA,0.0,5,4.0,NridgHt,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1704.0,50.0,3,0.0,2007,2008,2010,306000.0,12.631340380934517 +39,528120060,1940.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,284.0,1646.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,606.0,3,3,3,3,Attchd,1940.0,1,GasA,4,1Story,1,4,Lvl,2,10159.0,Inside,2,0.0,020,RL,450.0,Stone,NA,0.0,4,3.0,NridgHt,95.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1930.0,263.0,3,168.0,2009,2010,2010,395192.0,12.88712700173598 +40,528120090,1544.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1544.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,868.0,3,3,2,3,Attchd,1544.0,0,GasA,4,1Story,1,3,Lvl,2,12883.0,Corner,2,0.0,020,RL,256.0,Stone,NA,0.0,6,5.0,NridgHt,35.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1544.0,35.0,3,0.0,2009,2010,2010,290941.0,12.58087577645635 +41,528120100,1541.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,340.0,1201.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,532.0,2,3,2,3,Attchd,1541.0,0,GasA,4,1Story,1,3,Lvl,2,12182.0,Corner,3,0.0,020,RL,226.0,BrkFace,NA,0.0,5,4.0,NridgHt,70.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1541.0,70.0,3,0.0,2005,2005,2010,220000.0,12.301382825334498 +42,528120120,1698.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1588.0,110.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,730.0,3,3,3,3,Attchd,1698.0,0,GasA,4,1Story,1,4,Lvl,2,11520.0,Inside,3,0.0,020,RL,615.0,BrkFace,NA,0.0,6,5.0,NridgHt,74.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1698.0,266.0,3,192.0,2005,2005,2010,275000.0,12.524526376648708 +43,528138020,1822.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1794.0,28.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,678.0,3,3,2,3,Attchd,1822.0,0,GasA,4,1Story,1,4,Lvl,2,14122.0,Inside,2,0.0,020,RL,240.0,BrkFace,NA,0.0,2,1.0,NridgHt,119.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1822.0,119.0,3,0.0,2005,2006,2010,259000.0,12.464583340681674 +44,528138060,1535.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1515.0,2.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,532.0,2,3,2,3,Attchd,1535.0,0,GasA,4,1Story,1,3,Lvl,2,10171.0,Inside,2,0.0,020,RL,168.0,BrkFace,NA,0.0,3,2.0,NridgHt,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1517.0,0.0,3,0.0,2004,2004,2010,214000.0,12.273731294003989 +45,528150070,2364.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,142.0,2188.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,820.0,3,3,3,3,Attchd,2364.0,1,GasA,4,1Story,1,4,Lvl,2,12919.0,Inside,2,0.0,020,RL,760.0,Stone,NA,0.0,3,2.0,NridgHt,67.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,2330.0,67.0,3,0.0,2009,2010,2010,611657.0,13.323926946863102 +46,528175010,1358.0,0.0,0.0,NA,2,TwnhsE,3,2,1,0,4,625.0,733.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,6371.0,Inside,2,0.0,120,RL,128.0,Stone,NA,0.0,6,5.0,NridgHt,35.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1358.0,227.0,3,192.0,2009,2010,2010,224000.0,12.319401330837177 +47,528176010,2696.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,1473.0,1373.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,958.0,3,3,3,3,Attchd,2696.0,1,GasA,4,1Story,1,4,HLS,1,14300.0,Inside,3,0.0,020,RL,1095.0,BrkFace,NA,0.0,6,5.0,NridgHt,150.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,2846.0,370.0,3,220.0,2003,2004,2010,500000.0,13.122363377404328 +48,528176070,1687.0,563.0,0.0,NA,3,1Fam,3,4,1,0,4,1093.0,578.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,756.0,3,3,3,3,Attchd,2250.0,1,GasA,4,2Story,1,3,Lvl,2,13650.0,Corner,3,0.0,060,RL,232.0,BrkFace,NA,0.0,6,5.0,NridgHt,130.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1671.0,368.0,3,238.0,2002,2002,2010,320000.0,12.676076274775909 +49,528180070,1752.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,1296.0,456.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,576.0,2,3,2,3,Attchd,1752.0,0,GasA,4,1Story,1,4,Lvl,2,7658.0,Inside,3,0.0,120,RL,412.0,BrkFace,NA,0.0,2,1.0,NridgHt,82.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1752.0,278.0,3,196.0,2005,2005,2010,319900.0,12.675763725937609 +50,528181050,1370.0,0.0,0.0,NA,2,TwnhsE,3,2,0,0,4,1346.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1370.0,0,GasA,4,1Story,1,3,Lvl,2,7132.0,Inside,2,0.0,120,RL,178.0,Stone,NA,0.0,4,3.0,NridgHt,49.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1370.0,169.0,3,120.0,2006,2006,2010,205000.0,12.230765258120545 +51,528188120,764.0,862.0,0.0,NA,2,TwnhsI,3,1,0,0,4,764.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,0,0,PConc,2,7,474.0,2,3,2,3,BuiltIn,1626.0,1,GasA,4,2Story,1,3,Lvl,2,2628.0,Inside,3,0.0,160,RL,106.0,Stone,NA,0.0,6,5.0,NridgHt,27.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,764.0,27.0,3,0.0,2003,2003,2010,175500.0,12.075394321888057 +52,528218150,1324.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1324.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,430.0,2,3,3,3,Attchd,1324.0,0,GasA,4,1Story,1,3,Lvl,2,18494.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Gilbert,23.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1324.0,59.0,3,36.0,2005,2005,2010,199500.0,12.203569515312056 +53,528228285,1145.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1129.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,437.0,2,3,3,3,Attchd,1145.0,0,GasA,4,1Story,1,3,Lvl,2,3203.0,Inside,3,0.0,120,RL,14.0,BrkFace,NA,0.0,1,0.0,Blmngtn,116.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1145.0,216.0,3,100.0,2006,2006,2010,160000.0,11.982929094215963 +54,528228440,1269.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1232.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,430.0,2,3,3,3,Attchd,1269.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,16.0,BrkFace,NA,0.0,4,3.0,Blmngtn,20.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1256.0,310.0,3,146.0,2004,2005,2010,192000.0,12.165250651009918 +55,528231020,744.0,630.0,0.0,NA,3,1Fam,3,1,1,0,4,58.0,326.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1374.0,1,GasA,4,SLvl,1,3,Lvl,2,13300.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,384.0,100.0,3,100.0,2004,2004,2010,184500.0,12.125404742462718 +57,528240130,847.0,886.0,0.0,NA,3,1Fam,3,1,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,433.0,2,3,3,3,BuiltIn,1733.0,1,GasA,4,2Story,1,3,Lvl,2,8577.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,847.0,192.0,3,144.0,2004,2004,2010,185088.0,12.128586666638327 +58,528250100,774.0,656.0,0.0,NA,3,1Fam,3,1,0,0,4,134.0,250.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1430.0,1,GasA,4,SLvl,1,2,Lvl,2,7750.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,4,3.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,180.0,3,180.0,2000,2000,2010,180000.0,12.100712129872347 +59,528292020,884.0,1151.0,0.0,NA,3,1Fam,3,1,0,0,4,884.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,2035.0,1,GasA,4,2Story,1,3,Lvl,2,9505.0,CulDSac,2,0.0,060,RL,180.0,BrkFace,NA,0.0,5,4.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,884.0,192.0,3,144.0,2001,2001,2010,222500.0,12.312682380588432 +60,528328100,1422.0,1177.0,0.0,NA,4,1Fam,3,1,0,0,4,1393.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,779.0,3,3,3,3,BuiltIn,2599.0,1,GasA,4,2Story,1,3,Lvl,2,14774.0,Corner,2,0.0,060,RL,165.0,BrkFace,NA,0.0,5,4.0,NoRidge,30.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1393.0,698.0,3,668.0,1999,1999,2010,333168.0,12.716402146247475 +61,528344070,1645.0,830.0,0.0,NA,4,1Fam,3,1,0,0,5,1629.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,962.0,3,3,3,3,Attchd,2475.0,1,GasA,4,2Story,1,3,Lvl,2,17433.0,CulDSac,1,0.0,060,RL,114.0,BrkFace,NA,0.0,1,0.0,NoRidge,172.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,256.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1629.0,451.0,3,23.0,1998,1998,2010,355000.0,12.779873068457553 +62,528358010,1720.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,801.0,919.0,0.0,6,1,Y,Norm,Norm,4,154.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,527.0,2,3,3,3,Attchd,1720.0,0,GasA,4,1Story,1,3,Lvl,2,10593.0,Inside,2,0.0,020,RL,338.0,BrkFace,NA,0.0,3,2.0,NoRidge,56.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1720.0,450.0,3,240.0,1996,1996,2010,260400.0,12.46997418931655 +63,528363130,1500.0,1122.0,0.0,NA,3,1Fam,3,3,1,0,5,431.0,1032.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,2,PConc,2,7,712.0,2,3,2,3,Attchd,2622.0,1,GasA,4,2Story,1,3,Lvl,2,12256.0,Corner,2,0.0,060,RL,362.0,BrkFace,NA,0.0,4,3.0,NoRidge,32.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1463.0,218.0,3,186.0,1994,1995,2010,325000.0,12.691580461311874 +64,528382020,1164.0,1106.0,0.0,NA,4,1Fam,3,1,0,0,4,628.0,524.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,671.0,3,3,3,3,Attchd,2270.0,1,GasA,4,2Story,1,3,Lvl,2,11764.0,CulDSac,2,0.0,060,RL,348.0,BrkFace,NA,0.0,4,3.0,NoRidge,57.0,6,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1152.0,189.0,3,132.0,1999,2007,2010,290000.0,12.577636201962656 +65,528382030,1195.0,644.0,0.0,NA,4,1Fam,3,1,0,0,4,1195.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,486.0,2,3,3,3,Attchd,1839.0,1,GasA,3,2Story,1,2,Lvl,2,16770.0,CulDSac,1,0.0,060,RL,30.0,BrkFace,NA,0.0,6,5.0,NoRidge,81.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1195.0,81.0,3,0.0,1998,1998,2010,221000.0,12.30591798049989 +66,528386040,2053.0,1185.0,0.0,NA,4,1Fam,3,3,1,0,4,1217.0,816.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,666.0,3,3,3,3,Attchd,3238.0,1,GasA,4,1.5Fin,1,3,Lvl,2,14720.0,CulDSac,2,0.0,050,RL,579.0,BrkFace,NA,0.0,3,2.0,NoRidge,86.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,2033.0,369.0,3,283.0,1995,1996,2010,410000.0,12.92391243868049 +68,528456160,1218.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1218.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,676.0,2,3,2,3,Attchd,1218.0,0,GasA,4,1Story,1,3,Lvl,2,9215.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,4,3.0,Somerst,136.0,4,6,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1218.0,136.0,3,0.0,2009,2010,2010,204500.0,12.228323254464993 +69,528458070,764.0,783.0,0.0,NA,3,1Fam,3,2,0,0,4,732.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,614.0,2,3,1,3,Attchd,1547.0,1,GasA,4,2Story,1,3,Lvl,2,8640.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,6,5.0,Somerst,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,Con,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,756.0,214.0,3,169.0,2009,2009,2010,215200.0,12.279323107269766 +70,528458110,1566.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,488.0,1078.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,750.0,2,3,2,3,Attchd,1566.0,0,GasA,4,1Story,1,3,Lvl,2,9000.0,Inside,3,0.0,020,FV,36.0,Stone,NA,0.0,4,3.0,Somerst,168.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1566.0,312.0,3,144.0,2008,2008,2010,262500.0,12.478006361013815 +71,528477080,991.0,956.0,0.0,NA,3,1Fam,3,1,0,0,4,769.0,222.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,2,4,1,PConc,2,7,678.0,2,3,2,3,Attchd,1947.0,1,GasA,4,2Story,1,3,Lvl,2,12552.0,Corner,3,0.0,060,FV,0.0,None,NA,0.0,5,4.0,Somerst,136.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,991.0,136.0,3,0.0,2004,2005,2010,254900.0,12.448626590364206 +72,528480090,1468.0,0.0,0.0,NA,2,1Fam,3,1,1,0,5,54.0,1414.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,528.0,2,3,3,3,Attchd,1468.0,0,GasA,4,1Story,1,3,Lvl,2,10440.0,Corner,3,0.0,020,FV,0.0,None,NA,0.0,5,4.0,Somerst,102.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,216.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1468.0,318.0,3,0.0,2005,2005,2010,271500.0,12.511717418356127 +73,531367050,956.0,1128.0,0.0,NA,4,1Fam,3,1,1,0,4,300.0,656.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,618.0,2,3,2,3,BuiltIn,2084.0,1,GasA,4,2Story,1,3,Lvl,2,10142.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,1,0.0,SawyerW,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,956.0,45.0,3,0.0,2004,2004,2010,233000.0,12.358793732547838 +74,531369060,831.0,828.0,0.0,NA,3,1Fam,3,3,0,0,4,831.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,2,3,Attchd,1659.0,1,GasA,4,2Story,1,3,Lvl,2,11920.0,Inside,3,0.0,060,RL,122.0,BrkFace,NA,0.0,4,3.0,SawyerW,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,831.0,212.0,3,144.0,2004,2004,2010,181000.0,12.106252310247962 +75,531380080,1222.0,888.0,0.0,NA,3,1Fam,3,1,1,0,4,253.0,695.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,2,2,PConc,2,7,463.0,2,3,2,3,Attchd,2110.0,1,GasA,4,2Story,1,3,Lvl,2,8880.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,SawyerW,130.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,948.0,130.0,3,0.0,1994,2002,2010,205000.0,12.230765258120545 +76,531451110,923.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,261.0,543.0,119.0,4,4,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,264.0,1,3,2,3,Attchd,923.0,0,GasA,2,1Story,1,2,Lvl,2,8012.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,5,4.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,923.0,80.0,3,80.0,1980,1980,2010,143000.0,11.870599909242044 +77,531451280,1055.0,790.0,0.0,NA,3,1Fam,3,1,0,0,4,1055.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,4,3,1,PConc,2,7,462.0,2,3,2,3,Attchd,1845.0,1,GasA,4,2Story,1,3,Lvl,2,11218.0,Inside,3,0.0,060,RL,0.0,None,Shed,400.0,5,4.0,SawyerW,104.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1055.0,739.0,3,635.0,1992,1992,2010,189000.0,12.14950229404178 +78,531452020,918.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,918.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,264.0,1,3,1,3,Attchd,918.0,0,GasA,2,1Story,1,2,Lvl,2,7892.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,4,3.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,918.0,28.0,3,28.0,1979,1979,2010,99500.0,11.507912923146684 +79,531452050,752.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,0.0,623.0,121.0,5,2,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,752.0,0,GasA,2,1Story,1,2,Lvl,2,7175.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,2,1.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,90.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,744.0,443.0,3,353.0,1984,1984,2010,125000.0,11.736069016284437 +80,531452180,1014.0,730.0,238.0,NA,3,1Fam,3,1,0,0,4,594.0,402.0,0.0,4,1,Y,RRNe,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,457.0,2,3,2,3,Attchd,1744.0,1,GasA,4,2Story,1,3,Lvl,2,9453.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,SawyerW,70.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,996.0,678.0,3,370.0,1993,2003,2010,194500.0,12.178187442040638 +81,531453010,1097.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,702.0,338.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,4,0,0,PConc,2,7,480.0,2,3,1,3,Attchd,1097.0,0,GasA,2,1Story,1,2,Lvl,2,9672.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,0.0,3,0.0,1984,1985,2010,152000.0,11.931635799828413 +82,531453040,888.0,676.0,0.0,NA,3,1Fam,3,1,0,0,4,650.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,2,7,476.0,2,3,1,3,Attchd,1564.0,1,GasA,2,2Story,1,2,Lvl,2,8400.0,Inside,3,0.0,060,RL,130.0,BrkFace,NA,0.0,4,3.0,SawyerW,50.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,204.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,650.0,254.0,3,0.0,1980,1981,2010,171000.0,12.049418835484797 +83,531477050,1012.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,N,Feedr,Norm,3,80.0,1,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,429.0,1,3,1,3,Detchd,1012.0,0,GasA,2,1Story,1,2,Lvl,2,9800.0,Corner,3,0.0,030,RH,0.0,None,NA,0.0,4,3.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,816.0,201.0,3,121.0,1920,1950,2010,67500.0,11.119882876860622 +84,532351140,1318.0,584.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,Slab,2,7,539.0,2,3,1,3,Attchd,1902.0,0,GasA,2,1.5Fin,2,2,Lvl,2,8930.0,Inside,3,0.0,090,RM,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1978,1978,2010,112000.0,11.626254150277232 +85,532354090,1155.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,210.0,899.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,5,576.0,2,3,1,3,Detchd,1155.0,0,GasA,2,SFoyer,1,3,Lvl,2,11782.0,Inside,2,0.0,085,RL,0.0,None,Shed,400.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1109.0,192.0,3,192.0,1961,1995,2010,148000.0,11.904967552746252 +86,532376160,894.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,224.0,553.0,117.0,6,4,Y,RRAe,Norm,4,0.0,3,2,MetalSd,MetalSd,3,4,1,CBlock,1,7,336.0,1,3,1,3,Detchd,894.0,0,GasA,4,1Story,1,2,Lvl,2,8450.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Sawyer,144.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,560.0,3,416.0,1965,2009,2010,138500.0,11.83862560460953 +87,532377060,900.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,432.0,450.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,280.0,1,3,1,3,Detchd,900.0,0,GasA,2,1Story,1,2,Lvl,2,9819.0,Inside,2,0.0,020,RL,31.0,BrkFace,NA,0.0,2,1.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,882.0,0.0,3,0.0,1967,1967,2010,122000.0,11.711776323715394 +88,532377100,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,216.0,824.0,0.0,5,1,Y,Feedr,Norm,4,220.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,308.0,1,3,3,3,Attchd,1040.0,1,GasA,1,1Story,1,2,Lvl,2,7500.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1040.0,220.0,3,0.0,1963,1963,2010,133000.0,11.79810440720389 +89,532378110,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,381.0,659.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,260.0,1,3,1,3,Detchd,1040.0,1,GasA,4,1Story,1,2,Lvl,2,6897.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Sawyer,104.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1040.0,104.0,3,0.0,1962,2010,2010,127000.0,11.751942365440728 +90,532479070,1494.0,0.0,0.0,NA,3,1Fam,3,4,1,0,3,223.0,126.0,859.0,4,6,Y,RRNe,Norm,4,186.0,3,2,Plywood,Plywood,4,2,2,CBlock,2,7,461.0,2,3,3,3,Attchd,1494.0,0,GasA,4,1Story,1,2,Lvl,2,15410.0,CulDSac,2,0.0,020,RL,250.0,BrkCmn,NA,0.0,4,3.0,Sawyer,0.0,5,5,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1208.0,482.0,3,296.0,1974,2002,2010,169000.0,12.037653993905211 +91,533130020,1061.0,862.0,0.0,NA,3,1Fam,3,1,1,0,4,76.0,674.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,564.0,2,3,2,3,Attchd,1923.0,1,GasA,4,2Story,1,3,Lvl,2,10186.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NoRidge,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,750.0,279.0,3,240.0,1992,1992,2010,190000.0,12.154779351142624 +92,533130130,1251.0,1098.0,0.0,NA,4,1Fam,3,1,1,0,4,0.0,250.0,981.0,2,6,Y,Norm,Norm,4,0.0,2,3,HdBoard,ImStucc,0,3,1,PConc,2,7,762.0,3,3,2,3,Attchd,2349.0,1,GasA,4,2Story,1,3,Lvl,2,13143.0,Inside,2,0.0,060,RL,504.0,BrkFace,NA,0.0,6,5.0,NoRidge,130.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1231.0,162.0,3,32.0,1993,1993,2010,362500.0,12.800779753276867 +93,533130160,1402.0,823.0,0.0,NA,4,1Fam,3,1,1,0,4,261.0,1129.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,713.0,3,3,2,3,Attchd,2225.0,1,GasA,4,2Story,1,3,Lvl,2,11134.0,Inside,3,0.0,060,RL,180.0,BrkFace,NA,0.0,6,5.0,NoRidge,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1390.0,228.0,3,198.0,1992,1993,2010,285000.0,12.560244459250788 +94,533205060,1488.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,5,190.0,1298.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,506.0,2,3,3,3,Attchd,1488.0,0,GasA,4,1Story,1,3,Lvl,2,4835.0,CulDSac,2,0.0,120,FV,0.0,None,NA,0.0,3,2.0,Somerst,50.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1488.0,218.0,3,168.0,2004,2005,2010,260000.0,12.468436909997665 +95,533208090,840.0,840.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,840.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,588.0,2,3,2,3,Attchd,1680.0,1,GasA,4,2Story,1,3,Lvl,2,3515.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,1,0.0,Somerst,111.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.5,1.1622776601683795,840.0,111.0,3,0.0,2004,2004,2010,190000.0,12.154779351142624 +96,533210060,600.0,600.0,0.0,Pave,2,TwnhsE,3,3,0,0,4,320.0,280.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,3215.0,Inside,3,0.0,160,FV,120.0,BrkFace,NA,0.0,4,3.0,Somerst,172.0,4,6,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,172.0,3,0.0,2004,2004,2010,155000.0,11.951180395901384 +97,533212010,600.0,600.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,3182.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,6,5.0,Somerst,172.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,172.0,3,0.0,2004,2005,2010,151000.0,11.925035115797062 +98,533212020,600.0,600.0,0.0,Pave,2,TwnhsI,3,1,1,0,4,190.0,368.0,42.0,6,5,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,2544.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,2,1.0,Somerst,172.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.5,1.7416573867739413,600.0,172.0,3,0.0,2004,2005,2010,149500.0,11.915051671812877 +99,533212060,600.0,636.0,0.0,Pave,2,TwnhsI,3,1,1,0,4,224.0,376.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1236.0,1,GasA,4,2Story,1,3,Lvl,2,2544.0,Inside,3,0.0,160,FV,216.0,BrkFace,NA,0.0,5,4.0,Somerst,166.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.5,1.7416573867739413,600.0,166.0,3,0.0,2005,2005,2010,152000.0,11.931635799828413 +100,533213030,1478.0,0.0,0.0,NA,2,1Fam,3,3,1,0,5,892.0,578.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,484.0,2,3,3,3,Attchd,1478.0,1,GasA,4,1Story,1,3,Lvl,2,4403.0,Inside,1,0.0,020,FV,432.0,Stone,NA,0.0,6,5.0,Somerst,144.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1470.0,144.0,3,0.0,2009,2009,2010,222000.0,12.310432660854417 +101,533221090,769.0,804.0,0.0,NA,3,TwnhsI,3,1,0,0,4,378.0,378.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1573.0,1,GasA,4,2Story,1,3,Lvl,2,2117.0,Inside,3,0.0,160,FV,216.0,BrkFace,NA,0.0,6,5.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,756.0,32.0,3,0.0,2000,2000,2010,177500.0,12.086725887897607 +102,533221110,756.0,756.0,0.0,NA,2,TwnhsE,3,1,1,0,4,290.0,466.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1512.0,1,GasA,4,2Story,1,3,Lvl,2,2980.0,Corner,3,0.0,160,FV,1159.0,BrkFace,NA,0.0,5,4.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,756.0,32.0,3,0.0,2000,2000,2010,177000.0,12.083905011555967 +103,533223020,696.0,720.0,0.0,NA,3,TwnhsI,3,1,1,0,4,92.0,604.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,484.0,2,3,1,3,Detchd,1416.0,1,GasA,4,2Story,1,3,Lvl,2,2572.0,FR2,3,0.0,160,FV,0.0,None,NA,0.0,5,4.0,Somerst,44.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,696.0,44.0,3,0.0,1999,1999,2010,155000.0,11.951180395901384 +104,533223100,530.0,550.0,0.0,NA,2,TwnhsE,3,1,0,0,4,286.0,244.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,496.0,2,3,2,3,Attchd,1080.0,1,GasA,4,2Story,1,3,Lvl,2,2403.0,FR2,2,0.0,160,FV,0.0,None,NA,0.0,6,5.0,Somerst,50.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,530.0,50.0,3,0.0,2003,2003,2010,147110.0,11.898935885244258 +105,533238045,1418.0,0.0,224.0,Pave,1,1Fam,1,1,1,0,5,610.0,1032.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,1,7,852.0,3,3,2,3,Attchd,1418.0,1,GasA,4,1Story,1,3,Lvl,2,12853.0,Inside,2,0.0,020,FV,0.0,None,NA,0.0,4,3.0,Somerst,192.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1642.0,576.0,3,160.0,2010,2010,2010,267916.0,12.498428777526835 +106,533244030,975.0,873.0,0.0,NA,3,1Fam,3,1,1,0,4,491.0,484.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,592.0,2,3,2,3,Attchd,1848.0,1,GasA,4,2Story,1,3,Lvl,2,7379.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,4,3.0,Somerst,184.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,975.0,464.0,3,280.0,2000,2000,2010,254000.0,12.445089546000673 +107,533253060,788.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,0.0,728.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,484.0,2,3,3,3,Detchd,788.0,0,GasA,2,1Story,1,3,Lvl,2,4420.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,6,5.0,Greens,42.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,728.0,175.0,3,133.0,1980,1980,2010,155000.0,11.951180395901384 +108,533253210,1226.0,0.0,0.0,NA,1,TwnhsI,3,4,1,0,4,174.0,1052.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Plywood,0,3,1,CBlock,1,7,484.0,2,3,3,3,Attchd,1226.0,0,GasA,2,1Story,1,3,Lvl,2,3880.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,1,0.0,Greens,78.0,5,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1226.0,301.0,3,223.0,1978,1978,2010,206000.0,12.235631447771718 +109,533352170,725.0,754.0,0.0,NA,3,1Fam,3,1,0,0,3,192.0,533.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,3,HdBoard,Plywood,0,0,0,CBlock,2,7,475.0,2,3,2,3,Attchd,1479.0,1,GasA,4,2Story,1,3,Lvl,2,13517.0,CulDSac,2,0.0,060,RL,289.0,BrkFace,NA,0.0,3,2.0,Sawyer,44.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,725.0,44.0,3,0.0,1976,2005,2010,130500.0,11.779128505744886 +110,534102025,1492.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,659.0,833.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,596.0,2,3,2,3,Attchd,1492.0,0,GasA,4,1Story,1,3,Lvl,2,8000.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,4,3.0,Somerst,137.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1492.0,414.0,3,277.0,2002,2002,2010,230000.0,12.345834587905333 +111,534129040,1829.0,0.0,0.0,NA,4,1Fam,3,1,1,0,3,1323.0,506.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,535.0,2,3,2,3,Attchd,1829.0,0,GasA,3,1Story,1,2,Lvl,2,10456.0,Inside,2,0.0,020,RL,120.0,BrkFace,NA,0.0,5,4.0,NWAmes,76.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1829.0,76.0,3,0.0,1967,1967,2010,218500.0,12.294541293517781 +112,534151175,1280.0,1215.0,0.0,NA,4,1Fam,3,2,1,0,4,143.0,1137.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,PConc,2,7,660.0,2,3,1,3,Attchd,2495.0,1,GasA,4,2Story,1,3,Lvl,2,10791.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,NWAmes,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1280.0,256.0,3,224.0,1993,1993,2010,243500.0,12.402872221504781 +113,534152050,1610.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,410.0,1200.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,PConc,2,7,480.0,2,3,2,3,Attchd,1610.0,0,GasA,3,1Story,1,3,Lvl,2,10603.0,Inside,2,0.0,020,RL,28.0,BrkFace,NA,0.0,2,1.0,NWAmes,68.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1610.0,236.0,3,168.0,1977,2001,2010,205000.0,12.230765258120545 +114,534152070,1287.0,604.0,0.0,NA,3,1Fam,3,2,0,1,4,491.0,687.0,46.0,5,2,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,PConc,3,7,678.0,2,3,2,3,Attchd,1891.0,0,GasA,2,1.5Fin,1,2,Lvl,2,18837.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,4,3.0,NWAmes,69.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1224.0,69.0,3,0.0,1978,1978,2010,212500.0,12.266697267346608 +115,534152100,980.0,734.0,0.0,NA,3,1Fam,3,1,0,0,4,586.0,394.0,0.0,6,1,Y,Norm,Norm,4,156.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,2,7,496.0,2,3,1,3,Attchd,1714.0,1,GasA,2,2Story,1,2,Lvl,2,10421.0,Inside,3,0.0,060,RL,42.0,BrkFace,Shed,500.0,3,2.0,NWAmes,66.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,980.0,450.0,3,228.0,1988,1988,2010,196500.0,12.188417710291453 +116,534176060,1381.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,179.0,982.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,1,7,676.0,2,3,2,3,Attchd,1381.0,1,GasA,2,1Story,1,3,Lvl,2,9360.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,NWAmes,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1161.0,0.0,3,0.0,1972,2006,2010,197500.0,12.193493863323313 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Sdng,Plywood,2,0,0,CBlock,1,4,0.0,0,0,0,0,NA,1306.0,0,GasA,4,1Story,1,1,Lvl,2,5350.0,Inside,2,0.0,030,RL,0.0,None,Shed,450.0,5,4.0,BrkSide,0.0,1,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,728.0,263.0,3,263.0,1940,1966,2010,76500.0,11.245046019814627 +132,534475100,1063.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,412.0,354.0,290.0,3,2,Y,Norm,Norm,4,164.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,280.0,1,3,2,3,Attchd,1063.0,0,GasA,2,1Story,1,2,Lvl,2,9920.0,Inside,3,0.0,020,RL,110.0,Stone,NA,0.0,2,1.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1056.0,164.0,3,0.0,1954,1954,2010,128000.0,11.759785542901755 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Sdng,0,4,1,CBlock,2,7,564.0,2,3,3,3,BuiltIn,2978.0,1,GasA,4,SLvl,1,3,Lvl,2,11275.0,Corner,3,0.0,080,RL,300.0,BrkFace,NA,0.0,6,5.0,Names,0.0,6,6,2,0.0,0,WdShake,Mansard,Normal,WD,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,710.0,240.0,3,240.0,1967,2007,2010,242000.0,12.396693005138824 +162,535450210,816.0,408.0,0.0,NA,3,1Fam,3,1,1,0,3,161.0,481.0,174.0,5,3,Y,Artery,Norm,4,0.0,2,2,WdShing,WdShing,2,0,0,CBlock,1,7,280.0,1,3,1,3,Detchd,1224.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8064.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Names,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,816.0,414.0,3,414.0,1948,2004,2010,132000.0,11.790557201568507 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Sdng,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,900.0,0,GasA,2,1Story,1,3,Lvl,2,7200.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,32.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,900.0,254.0,3,222.0,1951,2000,2010,134800.0,11.811547477460344 +166,535457010,1116.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1116.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,440.0,2,3,1,3,Attchd,1116.0,1,GasA,2,1Story,1,2,Lvl,2,10000.0,Corner,2,0.0,020,RL,261.0,BrkFace,NA,0.0,2,1.0,Names,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,385.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1116.0,385.0,3,0.0,1962,1962,2010,160000.0,11.982929094215963 +167,535457090,1175.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,237.0,588.0,350.0,3,2,Y,Norm,Norm,4,0.0,2,2,BrkFace,Wd Sdng,0,0,0,CBlock,1,7,484.0,2,3,2,3,Detchd,1175.0,1,GasA,4,1Story,1,2,Lvl,2,7635.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1175.0,0.0,3,0.0,1960,1960,2010,148000.0,11.904967552746252 +168,535476350,1395.0,0.0,0.0,NA,2,1Fam,3,4,1,0,3,415.0,717.0,263.0,4,2,Y,Norm,Norm,4,113.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,6,440.0,2,3,2,3,Attchd,1395.0,0,GasA,2,1Story,1,2,Lvl,1,9760.0,Inside,3,0.0,020,RL,218.0,BrkFace,NA,0.0,5,4.0,Names,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,240.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1395.0,1010.0,3,657.0,1963,1984,2010,192000.0,12.165250651009918 +169,535477020,1051.0,788.0,0.0,NA,4,1Fam,3,1,0,0,3,756.0,0.0,0.0,1,1,Y,PosN,Norm,4,216.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,1,7,442.0,2,3,1,3,Attchd,1839.0,1,GasA,2,2Story,1,2,Lvl,2,7700.0,Inside,3,0.0,060,RL,351.0,BrkFace,NA,0.0,6,5.0,Names,124.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,756.0,340.0,3,0.0,1966,1966,2010,155000.0,11.951180395901384 +170,902102100,1157.0,687.0,0.0,NA,3,1Fam,3,1,1,0,3,661.0,48.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,PConc,1,5,240.0,1,3,1,3,Basment,1844.0,0,GasA,2,1.5Fin,1,2,Lvl,2,4800.0,Corner,3,0.0,050,RM,771.0,BrkFace,NA,0.0,1,0.0,OldTown,0.0,4,3,2,0.0,0,CompShg,Hip,Abnorml,COD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,709.0,84.0,3,84.0,1900,1954,2010,80400.0,11.294769455167058 +171,902104060,792.0,348.0,0.0,Grvl,3,1Fam,2,1,0,0,3,576.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,5,0.0,0,0,0,0,NA,1140.0,0,GasA,3,1.5Fin,1,2,Lvl,2,8800.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,160.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,576.0,160.0,3,0.0,1910,2004,2010,96500.0,11.477298287327077 +172,902106130,936.0,0.0,0.0,Grvl,2,1Fam,3,1,1,0,3,357.0,579.0,0.0,4,1,Y,Artery,Norm,4,135.0,2,2,Wd Sdng,Wd Sdng,3,4,1,PConc,1,7,0.0,0,0,0,0,NA,936.0,0,GasA,2,1Story,1,2,Lvl,2,4485.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,936.0,186.0,3,51.0,1920,1950,2010,109500.0,11.603679828238693 +173,902106140,1028.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,1008.0,0.0,0.0,1,1,Y,Artery,Norm,3,130.0,2,2,WdShing,WdShing,0,4,1,CBlock,1,7,360.0,2,3,1,3,Detchd,1028.0,0,GasA,3,1Story,1,2,Lvl,2,8960.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1008.0,130.0,3,0.0,1927,1950,2010,115000.0,11.652687407345388 +174,902110090,1347.0,0.0,0.0,Grvl,3,1Fam,3,2,1,1,3,0.0,274.0,1073.0,4,3,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,551.0,2,3,1,3,Detchd,1347.0,0,GasA,3,1Story,1,3,Bnk,1,5805.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1347.0,0.0,3,0.0,1957,1957,2010,143000.0,11.870599909242044 +175,902125080,840.0,765.0,0.0,NA,3,1Fam,3,1,0,0,2,840.0,0.0,0.0,1,1,N,Norm,Norm,4,202.0,3,3,VinylSd,VinylSd,0,0,0,CBlock,2,7,379.0,1,3,1,3,Detchd,1605.0,0,GasA,3,2Story,2,2,Lvl,2,5790.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,2,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,840.0,202.0,3,0.0,1915,1950,2010,107400.0,11.584315461056901 +176,902125160,747.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,747.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,220.0,1,3,1,3,Attchd,747.0,0,GasA,2,1Story,1,2,Lvl,2,4608.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,747.0,0.0,3,0.0,1945,1950,2010,80000.0,11.289781913656018 +177,902128170,804.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,278.0,510.0,0.0,4,1,Y,Norm,Norm,4,154.0,3,2,MetalSd,MetalSd,3,4,2,CBlock,1,7,240.0,1,3,1,3,Attchd,804.0,0,GasA,2,1Story,1,3,Lvl,2,7200.0,Corner,3,0.0,030,RM,294.0,Stone,NA,0.0,2,1.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,788.0,154.0,3,0.0,1940,1992,2010,119000.0,11.686878772093667 +178,902206040,926.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,234.0,692.0,2,5,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,484.0,2,3,1,3,Detchd,1316.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5500.0,Corner,3,390.0,050,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,926.0,0.0,3,0.0,1929,2001,2010,130000.0,11.77528972943772 +179,902206130,827.0,424.0,0.0,NA,3,1Fam,3,1,0,0,4,827.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,240.0,1,3,1,2,Detchd,1251.0,0,GasA,3,1.5Fin,1,1,Lvl,2,6900.0,Corner,3,0.0,045,RM,0.0,None,NA,0.0,1,0.0,OldTown,0.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,827.0,0.0,3,0.0,1938,2000,2010,119000.0,11.686878772093667 +180,902206220,1027.0,606.0,0.0,NA,3,1Fam,3,1,0,0,3,247.0,780.0,0.0,4,1,Y,Artery,Norm,4,126.0,3,2,VinylSd,VinylSd,0,4,1,BrkTil,1,7,240.0,1,3,1,3,Detchd,1633.0,0,GasA,4,1.5Fin,1,3,Lvl,2,11851.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,100.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1027.0,226.0,3,0.0,1948,2009,2010,129000.0,11.76756768334381 +181,902206240,1060.0,185.0,0.0,NA,3,1Fam,3,1,0,0,3,832.0,176.0,0.0,3,1,Y,Artery,Norm,4,334.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,315.0,1,3,1,3,Detchd,1245.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8239.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1008.0,334.0,3,0.0,1920,1962,2010,100000.0,11.512925464970229 +182,902207130,832.0,0.0,0.0,NA,2,1Fam,2,1,0,0,2,678.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,1,2,AsbShng,AsbShng,0,4,1,BrkTil,1,7,780.0,2,2,1,2,Detchd,832.0,0,GasA,2,1Story,1,2,Lvl,2,9656.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,1,1,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,678.0,0.0,3,0.0,1923,1970,2010,12789.0,9.45634070543332 +183,902207140,720.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,624.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,484.0,2,3,1,3,Detchd,720.0,0,GasA,3,1Story,1,2,Lvl,2,8520.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,624.0,106.0,3,106.0,1928,2003,2010,105900.0,11.570250531589497 +184,902305110,930.0,636.0,0.0,Grvl,3,1Fam,3,1,0,0,3,930.0,0.0,0.0,1,1,N,Norm,Norm,4,246.0,3,3,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,288.0,1,3,1,3,Detchd,1566.0,0,GasW,2,2Story,1,3,Lvl,2,9600.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,4,3.0,OldTown,228.0,8,7,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,930.0,528.0,3,54.0,1900,2003,2010,150000.0,11.918390573078392 +185,902327040,966.0,686.0,0.0,NA,4,1Fam,3,1,1,0,2,0.0,686.0,0.0,2,1,Y,Artery,Norm,4,196.0,3,2,MetalSd,MetalSd,0,0,0,PConc,2,7,416.0,1,3,1,3,Detchd,1652.0,0,GasA,2,1.5Fin,1,2,Lvl,2,10800.0,Inside,3,0.0,050,RM,0.0,None,Shed,1200.0,6,5.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,686.0,196.0,3,0.0,1915,1950,2010,139000.0,11.842229212112828 +186,902329030,1157.0,1111.0,0.0,Grvl,3,1Fam,2,1,0,0,2,346.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,0,0,Stone,3,7,624.0,2,3,1,3,Detchd,2268.0,0,GasA,4,2Story,1,3,Lvl,2,9000.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,4,3.0,OldTown,108.0,8,7,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,346.0,108.0,3,0.0,1890,2002,2010,240000.0,12.388394202324129 +187,902401060,1128.0,1128.0,0.0,NA,4,2FmCon,3,2,0,0,3,840.0,0.0,0.0,1,1,N,Norm,Norm,2,18.0,1,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,2256.0,0,Grav,1,2Story,2,1,Lvl,2,9045.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,6,5.0,OldTown,18.0,2,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,12,2.4849066497880004,2.0,0.8284271247461903,840.0,36.0,3,0.0,1910,1950,2010,76500.0,11.245046019814627 +188,902402010,1236.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,312.0,600.0,0.0,6,1,Y,Artery,Norm,3,158.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,923.0,2,3,1,3,Attchd,1236.0,0,GasA,2,1Story,1,2,Lvl,2,7407.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,4,3.0,OldTown,158.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,912.0,316.0,3,0.0,1957,1996,2010,149700.0,11.91638857040772 +189,902402130,741.0,622.0,0.0,NA,3,1Fam,3,1,0,0,2,622.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,528.0,2,3,1,3,Detchd,1363.0,0,GasA,3,2Story,1,2,Lvl,2,7740.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,168.0,Pave,6,1.791759469228055,1.0,0.0,622.0,168.0,3,0.0,1910,1950,2010,125500.0,11.740061037553975 +190,902402250,1246.0,1044.0,0.0,NA,4,2FmCon,3,1,0,0,3,777.0,0.0,0.0,1,1,Y,Norm,Norm,4,114.0,2,2,VinylSd,AsbShng,0,0,0,PConc,2,7,560.0,2,3,1,3,Detchd,2290.0,0,GasA,3,2Story,2,2,Lvl,2,11340.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,777.0,114.0,3,0.0,1885,1950,2010,122500.0,11.715866308966918 +191,902403070,868.0,602.0,0.0,NA,2,1Fam,3,1,0,0,2,455.0,283.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,6,624.0,2,3,1,3,Detchd,1470.0,1,GasA,4,2Story,1,2,Lvl,2,10560.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,738.0,0.0,3,0.0,1922,1994,2010,140750.0,11.854740546001937 +192,903204040,1030.0,582.0,0.0,NA,3,1Fam,3,1,0,0,3,200.0,788.0,0.0,3,1,Y,Feedr,Feedr,4,0.0,3,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,363.0,1,3,1,3,Detchd,1612.0,1,GasA,4,1.5Fin,1,2,Lvl,2,5830.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,988.0,0.0,3,0.0,1950,1997,2010,128500.0,11.763684183317412 +193,903206120,1160.0,908.0,0.0,NA,3,1Fam,3,1,0,0,4,634.0,474.0,0.0,4,1,N,Norm,Norm,3,60.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,315.0,1,3,1,3,Detchd,2068.0,1,GasA,2,2.5Unf,1,3,Bnk,2,7793.0,Corner,2,0.0,075,RL,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,1108.0,60.0,3,0.0,1922,2005,2010,209500.0,12.25247901834433 +194,903225150,765.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,577.0,188.0,0.0,3,1,N,Feedr,Norm,2,41.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,200.0,1,3,1,2,Detchd,765.0,0,GasA,2,1Story,1,3,Lvl,2,5000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,6,3,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,765.0,176.0,3,135.0,1925,1950,2010,87000.0,11.37366339763672 +195,903226160,608.0,524.0,0.0,NA,2,1Fam,4,1,1,0,3,144.0,452.0,12.0,4,2,Y,Norm,Norm,4,128.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,1132.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,608.0,128.0,3,0.0,1939,1950,2010,134000.0,11.805595078933049 +196,903227020,848.0,348.0,0.0,NA,3,1Fam,3,1,0,1,3,308.0,264.0,0.0,2,1,Y,Norm,Norm,3,0.0,3,2,MetalSd,MetalSd,0,4,2,CBlock,1,7,576.0,2,3,1,3,Detchd,1196.0,1,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,572.0,0.0,3,0.0,1940,1950,2010,128000.0,11.759785542901755 +197,903227150,955.0,498.0,0.0,NA,3,1Fam,3,1,0,0,3,316.0,360.0,159.0,3,2,Y,Feedr,Norm,3,35.0,2,2,MetalSd,MetalSd,0,2,2,CBlock,1,5,240.0,1,3,1,3,Detchd,1453.0,1,GasA,2,1.5Fin,1,3,Lvl,2,6360.0,Corner,3,0.0,050,RM,300.0,Stone,NA,0.0,3,2.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,148.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,835.0,183.0,3,0.0,1942,1950,2010,132000.0,11.790557201568507 +198,903228150,780.0,636.0,0.0,NA,3,1Fam,3,1,0,0,3,480.0,300.0,0.0,3,1,Y,Norm,Norm,4,48.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,312.0,1,3,1,3,Detchd,1416.0,1,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,6,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,780.0,269.0,3,221.0,1948,1950,2010,139900.0,11.848683160653573 +199,903232190,548.0,492.0,0.0,NA,2,1Fam,2,1,0,0,3,252.0,276.0,0.0,3,1,Y,Norm,Norm,4,32.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,624.0,2,3,3,3,Detchd,1040.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,528.0,338.0,3,306.0,1936,1980,2010,123900.0,11.727230067617233 +200,903233120,928.0,608.0,0.0,NA,4,1Fam,3,1,0,0,3,480.0,448.0,0.0,2,1,Y,Norm,Norm,2,0.0,2,2,MetalSd,MetalSd,3,4,1,BrkTil,2,7,480.0,2,3,1,3,Detchd,1536.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,10.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,928.0,10.0,3,0.0,1930,1950,2010,138400.0,11.837903322165706 +201,903234050,1068.0,0.0,0.0,NA,2,1Fam,2,1,1,0,2,164.0,960.0,0.0,5,1,Y,Artery,Norm,4,128.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,288.0,1,3,1,3,Detchd,1068.0,0,GasA,2,1Story,1,2,Lvl,2,6120.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1124.0,128.0,3,0.0,1923,1950,2010,109500.0,11.603679828238693 +202,903425110,902.0,808.0,0.0,NA,3,1Fam,3,1,0,0,3,576.0,0.0,0.0,1,1,Y,RRAn,Feedr,4,64.0,2,2,Stucco,Stucco,4,0,0,BrkTil,2,7,480.0,2,3,1,3,Detchd,1710.0,0,GasA,3,2Story,1,2,Bnk,2,10300.0,Inside,2,0.0,070,RM,0.0,None,NA,0.0,4,3.0,OldTown,11.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,576.0,87.0,3,12.0,1921,1950,2010,140000.0,11.84939770159144 +203,903426180,888.0,1074.0,0.0,Grvl,4,1Fam,3,1,0,0,3,888.0,0.0,0.0,1,1,Y,Norm,Norm,4,364.0,1,2,MetalSd,MetalSd,4,3,1,CBlock,1,7,572.0,2,3,1,3,Detchd,1962.0,1,GasA,4,1.5Fin,1,2,Lvl,2,8094.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,888.0,524.0,3,160.0,1915,1950,2010,149500.0,11.915051671812877 +204,903426200,780.0,780.0,0.0,Grvl,3,1Fam,3,1,0,0,3,780.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1560.0,1,GasA,4,2Story,1,3,Lvl,2,12900.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,7,5,0,0.0,0,CompShg,Gable,Normal,WD,168.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,780.0,512.0,3,344.0,1912,2009,2010,159900.0,11.982303898822046 +205,903430080,662.0,662.0,0.0,Grvl,3,1Fam,3,1,0,1,3,662.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,3,2,VinylSd,VinylSd,4,0,0,BrkTil,1,7,180.0,1,3,1,3,Detchd,1324.0,0,GasA,4,2Story,1,2,Lvl,2,3068.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,2,1.0,OldTown,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,662.0,112.0,3,0.0,1920,1993,2010,122000.0,11.711776323715394 +206,903450110,816.0,0.0,0.0,NA,2,Duplx,3,4,1,0,4,0.0,104.0,712.0,2,6,N,RRNn,Norm,4,0.0,2,1,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,516.0,2,3,1,3,CarPort,816.0,0,GasA,2,1Story,1,2,Bnk,1,8472.0,Corner,1,0.0,090,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,5,1.6094379124341003,2.0,0.8284271247461903,816.0,106.0,3,106.0,1963,1963,2010,110000.0,11.608235644774552 +207,903454060,372.0,720.0,0.0,NA,3,2FmCon,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,1,1,VinylSd,WdShing,0,0,0,Slab,2,4,0.0,0,0,0,0,NA,1092.0,0,GasA,1,2Story,2,1,Lvl,2,5600.0,Inside,3,0.0,190,RM,0.0,None,Othr,3500.0,7,6.0,IDOTRR,0.0,4,3,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,0.0,0.0,3,0.0,1930,1950,2010,55000.0,10.915088464214607 +208,903476030,1032.0,780.0,0.0,NA,4,2FmCon,3,1,0,0,4,360.0,0.0,0.0,1,1,Y,Feedr,Norm,4,40.0,3,2,Wd Sdng,Wd Sdng,3,1,1,BrkTil,2,7,672.0,2,3,1,3,Detchd,1812.0,0,GasA,3,2Story,2,3,Lvl,2,7630.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,8,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,360.0,384.0,3,344.0,1900,1996,2010,140000.0,11.84939770159144 +209,904100140,1207.0,1196.0,0.0,NA,4,1Fam,3,2,0,0,3,1032.0,0.0,0.0,1,1,Y,Norm,Norm,4,318.0,3,2,MetalSd,MetalSd,0,3,2,CBlock,2,7,349.0,1,3,1,3,Attchd,2403.0,0,GasA,4,2Story,1,2,Lvl,2,24090.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,ClearCr,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1032.0,374.0,3,56.0,1940,1950,2010,244400.0,12.406561506279576 +210,904101110,1675.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,656.0,766.0,0.0,3,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,0,4,2,CBlock,2,7,365.0,1,3,1,3,Attchd,1675.0,0,GasA,3,1Story,1,2,Lvl,2,15263.0,Inside,2,0.0,020,RL,90.0,BrkFace,NA,0.0,5,4.0,ClearCr,132.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1422.0,132.0,3,0.0,1959,1959,2010,173000.0,12.061046873479915 +211,904300150,725.0,499.0,0.0,NA,3,1Fam,2,1,0,0,4,689.0,0.0,0.0,1,1,N,Norm,Norm,4,248.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,4,180.0,1,2,1,2,Detchd,1224.0,1,GasA,3,1.5Fin,1,0,Lvl,2,10632.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,1,0.0,ClearCr,0.0,2,4,0,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,689.0,248.0,3,0.0,1917,1950,2010,107500.0,11.585246126549855 +212,904302260,1212.0,180.0,0.0,NA,3,2FmCon,3,1,1,0,3,186.0,1026.0,0.0,3,1,N,Norm,Norm,4,168.0,1,1,Wd Sdng,WdShing,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1392.0,0,GasA,2,1.5Fin,1,2,Lvl,2,9900.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,2,1.0,SWISU,0.0,3,4,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1212.0,168.0,3,0.0,1915,1950,2010,100000.0,11.512925464970229 +213,904350045,600.0,319.0,0.0,NA,3,1Fam,3,1,0,0,2,232.0,368.0,0.0,2,1,N,Norm,Norm,4,45.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,231.0,1,3,1,3,Detchd,919.0,0,GasA,4,1.5Fin,1,2,Bnk,1,6001.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,3,2.0,SWISU,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,600.0,45.0,3,0.0,1940,1950,2010,95000.0,11.461632170582678 +214,904351040,942.0,942.0,0.0,NA,4,1Fam,3,1,0,0,3,634.0,73.0,0.0,3,1,N,Norm,Norm,4,239.0,2,2,Wd Sdng,Stucco,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1884.0,1,GasW,2,2Story,1,2,Lvl,2,6449.0,Inside,2,0.0,070,C,0.0,None,NA,0.0,3,2.0,SWISU,0.0,0,3,0,0.0,0,CompShg,Gambrel,Abnorml,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,707.0,239.0,3,0.0,1907,1950,2010,93369.0,11.444314663342436 +215,904352190,936.0,744.0,0.0,NA,2,2FmCon,3,2,1,0,3,120.0,736.0,0.0,2,1,Y,Artery,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,450.0,2,2,1,3,Detchd,1680.0,0,GasA,3,1.5Fin,2,2,Lvl,2,6048.0,Corner,3,0.0,190,RH,0.0,None,NA,0.0,6,5.0,SWISU,144.0,6,4,1,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,856.0,200.0,3,56.0,1910,1950,2010,114900.0,11.651817463836847 +216,905101100,780.0,240.0,0.0,NA,2,1Fam,3,1,0,0,3,780.0,0.0,0.0,1,1,N,Feedr,Norm,4,176.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1020.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6342.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,780.0,176.0,3,0.0,1875,1996,2010,94000.0,11.451050061252142 +217,905101300,1832.0,0.0,0.0,NA,4,Duplx,3,1,2,0,3,1128.0,704.0,0.0,5,1,N,Norm,Norm,4,0.0,1,1,Plywood,Plywood,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1832.0,0,GasA,2,1Story,2,2,Lvl,2,10773.0,Inside,3,0.0,090,RL,72.0,BrkFace,NA,0.0,5,4.0,Sawyer,58.0,2,3,2,0.0,0,Tar&Grv,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1832.0,58.0,3,0.0,1967,1967,2010,136000.0,11.820410164718188 +218,905101310,1768.0,0.0,0.0,NA,4,Duplx,3,1,0,0,3,1768.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1768.0,0,GasA,2,1Story,2,2,Lvl,2,10778.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,4,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1768.0,0.0,3,0.0,1968,1968,2010,136500.0,11.824079893607152 +219,905102060,1039.0,0.0,0.0,NA,3,2FmCon,3,2,1,0,3,198.0,841.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,HdBoard,0,0,0,PConc,1,7,504.0,2,3,1,3,Attchd,1039.0,1,GasA,4,1Story,1,2,Lvl,2,11625.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1039.0,0.0,3,0.0,1965,1965,2010,131500.0,11.786762130599957 +220,905103060,1392.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,90.0,1302.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,4,528.0,2,3,1,3,Detchd,1392.0,1,GasA,2,1Story,1,2,Lvl,2,11341.0,Inside,2,0.0,020,RL,180.0,BrkFace,NA,0.0,5,4.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,95.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1392.0,95.0,3,0.0,1957,1996,2010,121500.0,11.70766954176274 +221,905104210,912.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,70.0,842.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,3,2,1,CBlock,1,7,336.0,1,3,1,3,Detchd,912.0,0,GasA,2,1Story,1,2,Lvl,2,8521.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,912.0,0.0,3,0.0,1967,1967,2010,125000.0,11.736069016284437 +222,905105070,1060.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,204.0,188.0,668.0,3,5,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,3,3,1,CBlock,1,7,270.0,1,3,1,3,Attchd,1060.0,0,GasA,4,1Story,1,3,Lvl,2,8246.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,90.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1060.0,496.0,3,406.0,1968,2001,2010,154000.0,11.944707881395766 +223,905105200,892.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,150.0,240.0,474.0,4,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,416.0,1,3,1,3,Detchd,892.0,0,GasA,4,1Story,1,3,Lvl,2,7800.0,Inside,3,0.0,020,RL,47.0,BrkFace,NA,0.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,0.0,3,0.0,1966,2008,2010,137900.0,11.834284063781393 +224,905106140,663.0,689.0,0.0,NA,4,1Fam,3,1,0,0,3,292.0,371.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,299.0,1,3,3,3,Attchd,1352.0,1,GasA,2,2Story,1,2,Lvl,2,9364.0,Corner,3,0.0,060,RL,143.0,Stone,NA,0.0,3,2.0,Sawyer,36.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,663.0,415.0,3,379.0,1969,1969,2010,158000.0,11.970350312009105 +225,905106170,864.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,89.0,775.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,280.0,1,3,1,3,Detchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,7832.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,864.0,226.0,3,226.0,1968,1968,2010,137250.0,11.829559359371776 +226,905107110,1373.0,0.0,0.0,NA,3,Duplx,3,3,1,0,4,0.0,1319.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,1,7,591.0,2,3,3,3,Attchd,1373.0,0,GasA,2,SFoyer,1,2,Lvl,2,7424.0,Inside,2,0.0,090,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1319.0,0.0,3,0.0,1978,1978,2010,160250.0,11.984490374782917 +227,905107250,720.0,720.0,0.0,NA,4,1Fam,4,1,0,0,3,0.0,267.0,453.0,3,5,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,3,3,2,CBlock,1,7,480.0,2,3,1,3,Attchd,1440.0,1,GasA,4,2Story,1,2,Lvl,2,11227.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Sawyer,38.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,720.0,230.0,3,192.0,1968,1968,2010,163000.0,12.0015054797889 +228,905107320,672.0,714.0,0.0,NA,3,1Fam,3,2,0,0,3,234.0,438.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,3,1,CBlock,2,7,440.0,2,3,3,3,Attchd,1386.0,1,GasA,2,2Story,1,2,Lvl,2,11616.0,CulDSac,2,0.0,060,RL,328.0,BrkCmn,NA,0.0,4,3.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,672.0,335.0,3,335.0,1978,1978,2010,158900.0,11.976030352524807 +229,905109130,1306.0,954.0,0.0,NA,3,1Fam,3,4,1,0,5,105.0,1201.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,0,0,PConc,2,7,533.0,2,3,2,3,Attchd,2260.0,1,GasA,4,2Story,1,3,Lvl,1,14000.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,4,3.0,ClearCr,44.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1306.0,340.0,3,296.0,1996,1997,2010,328000.0,12.70076888736628 +230,905109170,1483.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,328.0,1092.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,3,2,CBlock,1,7,690.0,2,3,2,3,Attchd,1483.0,1,GasA,3,1Story,1,2,Low,1,20062.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,ClearCr,0.0,6,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1420.0,496.0,3,496.0,1977,2001,2010,270000.0,12.506177237980511 +231,905201030,756.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,660.0,0.0,0.0,1,1,N,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,440.0,2,3,1,3,Detchd,756.0,0,GasA,2,1Story,1,2,Lvl,2,9259.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,660.0,80.0,3,80.0,1927,1950,2010,85000.0,11.350406535472453 +232,905202090,1067.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,625.0,442.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,HdBoard,0,0,0,CBlock,2,5,436.0,2,3,1,3,Attchd,1067.0,0,GasA,2,1Story,1,3,Lvl,2,9600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Sawyer,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1067.0,290.0,3,290.0,1950,1995,2010,128000.0,11.759785542901755 +233,905325030,1332.0,192.0,0.0,NA,0,1Fam,3,4,2,0,4,74.0,1258.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,PConc,0,7,586.0,2,3,3,3,Attchd,1524.0,1,GasA,2,1Story,1,3,Low,0,23595.0,Inside,3,0.0,040,RL,0.0,None,NA,0.0,4,3.0,ClearCr,0.0,5,6,2,0.0,0,WdShake,Shed,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1332.0,268.0,3,268.0,1979,1979,2010,260000.0,12.468436909997665 +234,905352140,1117.0,864.0,0.0,NA,4,1Fam,3,3,1,0,4,153.0,964.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,522.0,2,3,3,3,Attchd,1981.0,1,GasA,4,2Story,1,3,Low,1,17082.0,CulDSac,2,0.0,060,RL,288.0,BrkFace,NA,0.0,5,4.0,ClearCr,104.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1117.0,440.0,3,336.0,1978,1992,2010,230000.0,12.345834587905333 +235,905378040,1052.0,558.0,0.0,NA,4,1Fam,3,2,0,1,3,0.0,288.0,684.0,4,2,Y,Norm,Norm,3,60.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,2,7,480.0,1,3,2,3,Attchd,1610.0,0,GasA,2,1.5Fin,1,1,Lvl,2,18600.0,Inside,3,0.0,050,RL,0.0,None,Shed,450.0,6,5.0,Edwards,0.0,3,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,972.0,60.0,3,0.0,1938,1990,2010,124000.0,11.728036844587175 +236,905426060,835.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,350.0,108.0,0.0,5,1,N,Norm,Norm,4,77.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,366.0,1,3,1,2,Basment,835.0,0,GasA,1,1Story,1,2,Lvl,2,10625.0,Corner,3,0.0,030,RL,0.0,None,Shed,400.0,5,4.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,5,1.6094379124341003,1.0,0.0,458.0,77.0,3,0.0,1920,1950,2010,83000.0,11.326595886778735 +237,905426200,1074.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,172.0,104.0,387.0,6,3,Y,Norm,Norm,4,52.0,2,2,Wd Sdng,Plywood,3,3,1,CBlock,1,7,467.0,1,3,1,3,Attchd,1074.0,0,GasA,4,1Story,1,3,Lvl,2,11479.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,52.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,663.0,104.0,3,0.0,1950,1987,2010,144500.0,11.881034786534624 +238,905451320,1144.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,405.0,739.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,596.0,1,3,1,3,Attchd,1144.0,0,GasA,2,1Story,1,2,Lvl,2,9571.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1144.0,44.0,3,44.0,1956,1956,2010,129000.0,11.76756768334381 +239,905452110,1169.0,0.0,0.0,NA,3,1Fam,2,1,0,0,3,564.0,192.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,3,3,1,CBlock,1,7,209.0,1,3,1,2,Detchd,1531.0,0,GasA,4,1.5Fin,1,2,Bnk,2,9350.0,Inside,3,362.0,050,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,756.0,0.0,3,0.0,1947,1979,2010,127000.0,11.751942365440728 +240,905452160,1172.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,218.0,954.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,0,0,0,CBlock,1,7,366.0,1,3,3,3,Attchd,1172.0,0,GasA,2,1Story,1,2,Lvl,2,9525.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1172.0,240.0,3,240.0,1954,1998,2010,128000.0,11.759785542901755 +241,905453040,1212.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1176.0,36.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,460.0,2,3,2,3,Attchd,1212.0,0,GasA,4,1Story,1,3,Lvl,2,10420.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Edwards,22.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1212.0,122.0,3,100.0,2009,2009,2010,186000.0,12.133501952695338 +242,905453080,1508.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,162.0,1346.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,1,7,572.0,2,3,2,3,Attchd,1508.0,0,GasA,4,1Story,1,3,Lvl,2,17485.0,Inside,1,0.0,020,RL,96.0,Stone,NA,0.0,1,0.0,Edwards,0.0,4,6,2,0.0,0,CompShg,Gable,Partial,Con,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1508.0,0.0,3,0.0,2009,2010,2010,308030.0,12.637952459809789 +243,905475510,1298.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,1250.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,1,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,504.0,2,2,1,3,Detchd,1298.0,0,GasA,4,1Story,1,2,Lvl,2,11200.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,144.0,2,4,0,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1250.0,144.0,3,0.0,1964,1964,2010,114000.0,11.643953727376633 +244,905478190,930.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,930.0,0,GasA,4,1Story,1,3,Low,2,11100.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,6,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,0.0,0.0,3,0.0,1946,2006,2010,84900.0,11.349229372299439 +245,906201030,977.0,755.0,0.0,NA,3,1Fam,3,1,0,0,4,741.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,2,7,476.0,2,3,3,3,Attchd,1732.0,1,GasA,2,2Story,1,3,Lvl,2,9206.0,Inside,3,0.0,060,RL,336.0,BrkFace,NA,0.0,6,5.0,SawyerW,46.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,741.0,238.0,3,192.0,1985,1985,2010,178000.0,12.089538829274222 +246,906201120,1433.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,0.0,1433.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,3,3,2,CBlock,1,7,528.0,2,4,2,4,Attchd,1433.0,1,GasA,4,1Story,1,3,Low,1,11980.0,Inside,3,0.0,020,RL,177.0,BrkFace,NA,0.0,6,5.0,SawyerW,278.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,266.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1433.0,544.0,3,0.0,1987,1987,2010,270000.0,12.506177237980511 +247,906204230,964.0,838.0,0.0,NA,3,1Fam,3,1,0,1,4,86.0,860.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,4,1,PConc,2,7,1017.0,4,3,2,3,2Types,1802.0,1,GasA,4,2Story,1,3,Lvl,2,12361.0,CulDSac,2,0.0,060,RL,85.0,BrkFace,NA,0.0,5,4.0,SawyerW,92.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,946.0,542.0,3,450.0,1993,1993,2010,218000.0,12.292250341771226 +248,906223090,1062.0,887.0,0.0,NA,3,1Fam,3,1,1,0,4,300.0,750.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,4,3,1,PConc,2,7,574.0,2,3,3,3,Attchd,1949.0,1,GasA,4,2Story,1,3,Lvl,2,9938.0,Inside,3,0.0,060,RL,246.0,BrkFace,NA,0.0,6,5.0,SawyerW,90.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1050.0,246.0,3,156.0,1993,1994,2010,236000.0,12.371587084007746 +249,906225210,996.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,189.0,747.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,564.0,2,3,1,3,Attchd,996.0,0,GasA,4,SFoyer,1,3,Lvl,2,9069.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,4,3.0,SawyerW,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,936.0,120.0,3,120.0,1992,1992,2010,147000.0,11.898187865760873 +250,906378100,1694.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1694.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,776.0,3,3,2,3,Attchd,1694.0,0,GasA,4,1Story,1,3,Lvl,2,10475.0,Corner,2,0.0,020,RL,72.0,Stone,NA,0.0,2,1.0,CollgCr,33.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1694.0,193.0,3,160.0,2008,2008,2010,245350.0,12.41044104151805 +251,906380190,1208.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,501.0,686.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,632.0,2,3,2,3,Attchd,1208.0,0,GasA,4,1Story,1,3,Lvl,2,6762.0,Inside,3,0.0,020,RL,24.0,Stone,NA,0.0,2,1.0,CollgCr,61.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1187.0,166.0,3,105.0,2006,2006,2010,206000.0,12.235631447771718 +252,906385010,1226.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1226.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,740.0,3,3,2,3,Attchd,1226.0,0,GasA,4,1Story,1,3,Lvl,2,10402.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1226.0,36.0,3,0.0,2009,2009,2010,198900.0,12.200557464842063 +253,906385020,1222.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1198.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,615.0,2,3,2,3,Attchd,1222.0,0,GasA,4,1Story,1,3,Lvl,2,7360.0,Inside,3,0.0,020,RL,80.0,Stone,NA,0.0,3,2.0,CollgCr,54.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1222.0,54.0,3,0.0,2010,2010,2010,187000.0,12.138863895836725 +254,906402200,1699.0,1523.0,0.0,NA,5,1Fam,3,2,1,0,4,203.0,1470.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,PConc,3,7,594.0,3,3,1,3,Attchd,3222.0,0,GasA,3,2Story,1,3,Lvl,2,12376.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,11,2.3978952727983707,4.0,2.0,1673.0,367.0,3,367.0,1990,1990,2010,320000.0,12.676076274775909 +255,906425045,831.0,614.0,0.0,NA,3,1Fam,4,1,0,0,2,676.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Plywood,0,0,0,PConc,2,7,484.0,2,3,1,3,Detchd,1445.0,0,GasA,2,1.5Fin,1,2,Lvl,2,14235.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,3,2.0,SawyerW,59.0,7,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,676.0,59.0,3,0.0,1900,1993,2010,138500.0,11.83862560460953 +256,906477110,1052.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,506.0,504.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,440.0,2,3,1,3,Attchd,1052.0,0,GasA,3,SLvl,1,2,Lvl,2,8816.0,Inside,3,0.0,080,RL,80.0,BrkFace,NA,0.0,6,5.0,ClearCr,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1010.0,0.0,3,0.0,1971,1971,2010,155000.0,11.951180395901384 +257,907125090,965.0,0.0,0.0,NA,2,1Fam,2,3,1,0,4,0.0,870.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,4,0,0,PConc,1,7,580.0,2,3,1,4,Attchd,965.0,0,GasA,3,SFoyer,1,2,Lvl,2,11105.0,Corner,3,0.0,085,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,870.0,71.0,3,71.0,1996,1996,2010,159000.0,11.976659481202368 +258,907180050,892.0,800.0,0.0,NA,3,1Fam,3,1,0,0,4,525.0,353.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,513.0,2,3,2,3,Attchd,1692.0,1,GasA,4,2Story,1,2,Lvl,2,9337.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,878.0,39.0,3,0.0,1997,1998,2010,191000.0,12.160028707028767 +259,907185060,804.0,878.0,0.0,NA,3,1Fam,3,1,0,0,4,299.0,505.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,523.0,2,3,2,3,Attchd,1682.0,1,GasA,4,2Story,1,3,Lvl,2,8750.0,Inside,3,0.0,060,RL,116.0,BrkFace,NA,0.0,6,5.0,CollgCr,77.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,804.0,77.0,3,0.0,1998,1998,2010,200500.0,12.20856952572876 +260,907200280,1026.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,140.0,198.0,688.0,6,3,Y,Norm,Norm,4,0.0,3,3,CemntBd,CemntBd,3,0,0,CBlock,1,7,308.0,1,3,1,3,Attchd,1026.0,1,GasA,4,1Story,1,2,Lvl,2,15240.0,FR2,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,85.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1026.0,401.0,3,316.0,1977,2004,2010,150000.0,11.918390573078392 +261,907200290,689.0,703.0,0.0,NA,3,1Fam,3,1,0,0,4,311.0,378.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,299.0,1,3,3,3,Attchd,1392.0,1,GasA,4,2Story,1,2,Lvl,2,10900.0,FR2,2,0.0,060,RL,153.0,BrkFace,Shed,450.0,3,2.0,CollgCr,36.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,689.0,36.0,3,0.0,1977,1977,2010,161750.0,11.993807212363148 +262,907200340,894.0,0.0,0.0,NA,3,1Fam,4,3,1,0,3,0.0,182.0,712.0,2,5,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,308.0,1,3,1,3,Attchd,894.0,0,GasA,2,1Story,1,2,Lvl,2,10650.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,365.0,3,365.0,1976,1976,2010,128200.0,11.761346823468706 +263,907203070,876.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,396.0,480.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,484.0,2,3,1,3,Detchd,876.0,0,GasA,2,1Story,1,2,Lvl,2,7480.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,876.0,0.0,3,0.0,1972,1972,2010,127000.0,11.751942365440728 +264,907250030,1978.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,296.0,1682.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,850.0,3,3,2,3,Attchd,1978.0,1,GasA,4,1Story,1,3,Lvl,2,10389.0,Inside,3,0.0,020,RL,320.0,BrkFace,NA,0.0,5,4.0,CollgCr,25.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1978.0,213.0,3,188.0,2003,2003,2010,318000.0,12.669806661762314 +265,907252120,1601.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,223.0,1358.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,3,3,1,PConc,2,7,670.0,2,3,2,3,Attchd,1601.0,0,GasA,4,1Story,1,3,Lvl,2,11423.0,Inside,3,0.0,020,RL,479.0,BrkFace,Shed,2000.0,5,4.0,CollgCr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1581.0,180.0,3,180.0,2001,2002,2010,272000.0,12.513557345278134 +266,907262050,941.0,888.0,0.0,NA,3,1Fam,3,1,1,0,4,458.0,483.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,613.0,2,3,2,3,Attchd,1829.0,1,GasA,4,2Story,1,3,Lvl,2,9548.0,CulDSac,2,0.0,060,RL,223.0,BrkFace,NA,0.0,1,0.0,CollgCr,39.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,941.0,231.0,3,192.0,2003,2003,2010,237000.0,12.375815420117268 +267,907280040,1044.0,1054.0,0.0,NA,4,1Fam,3,1,0,0,4,1040.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,621.0,2,3,3,3,Attchd,2098.0,1,GasA,4,2Story,1,3,Lvl,2,9375.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,38.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1040.0,369.0,3,331.0,1997,1997,2010,240000.0,12.388394202324129 +268,907290040,1661.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1649.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,598.0,2,3,2,3,Attchd,1661.0,0,GasA,4,1Story,1,3,Lvl,2,12137.0,CulDSac,1,0.0,020,RL,442.0,BrkFace,NA,0.0,5,4.0,CollgCr,34.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1649.0,34.0,3,0.0,1998,1998,2010,224900.0,12.323411137947407 +269,907290170,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,176.0,672.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,4,3.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2003,2010,143750.0,11.875830958659597 +270,907290240,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,186.0,662.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4426.0,Inside,3,0.0,120,RM,169.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,160.0,3,160.0,2004,2004,2010,143000.0,11.870599909242044 +271,907401090,1668.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,315.0,370.0,972.0,4,6,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,502.0,2,3,3,3,Attchd,1668.0,0,GasA,4,1Story,1,3,Lvl,2,10635.0,FR2,1,0.0,020,RL,171.0,BrkFace,NA,0.0,5,4.0,CollgCr,262.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1657.0,262.0,3,0.0,2003,2003,2010,232000.0,12.354492650648448 +272,907410080,1484.0,0.0,144.0,NA,3,1Fam,3,3,1,0,4,761.0,712.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,606.0,2,3,2,3,Attchd,1484.0,0,GasA,4,1Story,1,3,Lvl,2,8400.0,Inside,3,0.0,020,RL,109.0,BrkFace,NA,0.0,5,4.0,CollgCr,35.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1473.0,179.0,3,0.0,2004,2005,2010,213000.0,12.269047444691562 +273,907414030,1414.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1390.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,494.0,2,3,2,3,Attchd,1414.0,0,GasA,4,1Story,1,3,Lvl,2,8773.0,FR2,3,0.0,020,RL,98.0,BrkFace,NA,0.0,5,4.0,CollgCr,105.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1414.0,237.0,3,132.0,2004,2004,2010,185500.0,12.130810161029627 +274,908102060,640.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Feedr,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,6,240.0,1,3,1,3,Detchd,640.0,0,GasA,2,1Story,1,2,Lvl,1,8777.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,2,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,0.0,3,0.0,1945,2007,2010,84900.0,11.349229372299439 +275,908102110,992.0,0.0,0.0,NA,3,1Fam,3,1,0,0,2,381.0,0.0,0.0,1,1,Y,Norm,Norm,4,56.0,3,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,319.0,1,3,1,3,Detchd,992.0,0,GasA,4,1Story,1,2,Lvl,2,8842.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,Oth,0.0,Pave,6,1.791759469228055,1.0,0.0,381.0,116.0,3,60.0,1954,1954,2010,155891.0,11.956912324065804 +276,908102130,1664.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,2,2,AsphShn,AsphShn,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1664.0,0,GasA,2,1Story,2,2,Lvl,2,9825.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1965,1965,2010,100000.0,11.512925464970229 +277,908102170,1196.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,126.0,1070.0,0.0,5,1,Y,Norm,Norm,4,168.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,336.0,1,3,2,3,Attchd,1196.0,0,GasA,2,1Story,1,2,Low,2,10044.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1196.0,425.0,3,257.0,1968,1968,2010,144000.0,11.877568578558138 +278,908102300,792.0,328.0,0.0,NA,2,1Fam,3,1,0,0,3,744.0,0.0,0.0,1,1,N,Norm,Norm,2,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,480.0,2,2,1,3,Detchd,1120.0,0,GasA,4,1.5Fin,1,1,Lvl,2,11792.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,4,3,1,0.0,0,CompShg,Gable,Abnorml,WD,160.0,Pave,5,1.6094379124341003,1.0,0.0,744.0,160.0,3,0.0,1948,1950,2010,64000.0,11.06663836234181 +279,908103350,1096.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,480.0,528.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,2,1,CBlock,1,7,352.0,1,3,1,3,Detchd,1096.0,0,GasA,2,SLvl,1,2,Lvl,2,6305.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1008.0,0.0,3,0.0,1975,1975,2010,125200.0,11.737667737648135 +280,908152080,1117.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,480.0,422.0,127.0,5,4,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,1,CBlock,1,7,672.0,2,3,1,3,Detchd,1117.0,0,GasA,2,SLvl,1,2,Lvl,2,7819.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1029.0,144.0,3,144.0,1976,1976,2010,107000.0,11.580584113444043 +281,908203100,960.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,960.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,960.0,0,GasA,4,1Story,1,2,HLS,2,6410.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,960.0,0.0,3,0.0,1958,1958,2010,90000.0,11.407564949312402 +282,908208020,1121.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1121.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,440.0,2,3,2,3,Attchd,1121.0,0,GasA,4,1Story,1,2,Lvl,2,8546.0,Corner,3,0.0,020,RM,0.0,None,NA,0.0,3,2.0,Edwards,64.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1121.0,196.0,3,132.0,2003,2004,2010,140000.0,11.84939770159144 +283,908225320,798.0,689.0,0.0,NA,3,1Fam,2,1,0,0,3,641.0,94.0,0.0,2,1,Y,Norm,Norm,3,0.0,2,2,VinylSd,VinylSd,3,4,1,CBlock,1,7,220.0,1,3,1,3,Detchd,1487.0,1,GasA,2,1.5Fin,1,2,Lvl,2,8741.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,140.0,3,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,735.0,140.0,3,0.0,1945,1950,2010,113000.0,11.635143097694478 +284,908226130,672.0,252.0,0.0,NA,2,2FmCon,3,1,1,0,4,324.0,348.0,0.0,4,1,N,Norm,Norm,3,0.0,1,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,280.0,1,3,1,3,Detchd,924.0,0,Grav,1,1.5Fin,1,1,Lvl,2,12180.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,672.0,0.0,3,0.0,1941,1950,2010,80000.0,11.289781913656018 +285,908275300,1526.0,0.0,0.0,NA,4,1Fam,3,3,0,0,3,833.0,383.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,HdBoard,HdBoard,0,4,1,CBlock,1,5,364.0,1,3,1,3,Basment,1526.0,0,GasA,4,1Story,1,2,Lvl,1,8562.0,Inside,3,0.0,020,RL,145.0,Stone,NA,0.0,5,4.0,Edwards,78.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1216.0,194.0,3,116.0,1957,2002,2010,144500.0,11.881034786534624 +286,909100080,1296.0,0.0,0.0,NA,2,1Fam,3,2,0,0,3,974.0,133.0,0.0,3,1,N,Artery,Norm,3,36.0,2,2,MetalSd,VinylSd,3,4,1,BrkTil,2,7,260.0,1,3,1,3,Detchd,1296.0,0,GasA,1,1Story,1,1,Bnk,2,4853.0,Inside,3,0.0,030,RL,203.0,BrkFace,NA,0.0,5,4.0,SWISU,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1107.0,36.0,3,0.0,1924,1999,2010,104000.0,11.55214617812351 +287,909100110,841.0,806.0,0.0,NA,4,1Fam,3,1,1,0,4,806.0,0.0,0.0,1,1,N,Norm,Norm,2,136.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,216.0,1,3,1,3,Detchd,1647.0,1,GasA,2,2Story,1,1,Bnk,2,6858.0,Corner,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,SWISU,66.0,3,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,806.0,202.0,3,0.0,1915,1950,2010,128000.0,11.759785542901755 +288,909101070,864.0,0.0,0.0,Grvl,2,1Fam,2,1,1,0,3,661.0,203.0,0.0,3,1,N,Norm,Norm,2,96.0,1,2,Stucco,Stucco,0,0,0,BrkTil,1,7,200.0,1,2,1,3,Detchd,864.0,0,GasA,2,1Story,1,2,Lvl,2,8212.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,2,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,96.0,3,0.0,1914,1950,2010,58500.0,10.976782033219948 +289,909176140,1026.0,665.0,0.0,Pave,3,1Fam,3,1,0,0,3,808.0,218.0,0.0,2,1,Y,Norm,Norm,4,242.0,2,2,BrkFace,Wd Sdng,0,4,1,BrkTil,2,7,308.0,1,3,1,3,Detchd,1691.0,0,GasA,2,1.5Fin,1,3,Lvl,2,5000.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,SWISU,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1026.0,242.0,3,0.0,1924,1950,2010,127000.0,11.751942365440728 +290,909176150,856.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,618.0,238.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,7,399.0,2,3,1,3,Detchd,856.0,0,GasA,2,1Story,1,2,Lvl,2,7890.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,3,2.0,SWISU,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,166.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,856.0,166.0,3,0.0,1939,1950,2010,126000.0,11.744037185933616 +291,909177100,862.0,1788.0,0.0,Pave,6,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Plywood,CBlock,0,0,0,Slab,3,5,0.0,0,0,0,0,NA,2650.0,0,GasA,2,2Story,2,2,Lvl,2,7200.0,Inside,3,0.0,090,RH,0.0,None,Shed,500.0,2,1.0,SWISU,0.0,5,3,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,10,2.302585092994046,3.0,1.4641016151377544,0.0,0.0,3,0.0,1967,1967,2010,160000.0,11.982929094215963 +292,909250030,894.0,772.0,0.0,NA,3,1Fam,2,1,1,0,3,894.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,1,7,0.0,0,0,0,0,NA,1666.0,0,GasA,4,1.5Fin,1,2,Lvl,2,9839.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,SWISU,156.0,1,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,894.0,156.0,3,0.0,1931,1950,2010,100000.0,11.512925464970229 +293,909250060,1699.0,748.0,0.0,NA,4,1Fam,3,1,0,0,3,804.0,0.0,0.0,1,1,Y,Feedr,Norm,4,42.0,2,2,Wd Sdng,WdShing,0,4,1,PConc,2,5,336.0,1,3,1,3,Detchd,2447.0,0,GasA,4,1.5Fin,1,3,Lvl,2,9638.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,SWISU,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,116.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,804.0,430.0,3,272.0,1919,1990,2010,169000.0,12.037653993905211 +294,909281080,1225.0,908.0,0.0,NA,4,1Fam,3,1,1,0,4,850.0,426.0,252.0,5,4,Y,Norm,Norm,4,86.0,3,3,Wd Sdng,Wd Sdng,0,3,2,BrkTil,1,7,312.0,1,3,1,3,Attchd,2133.0,1,GasA,4,1.5Fin,1,2,Lvl,2,10452.0,Inside,2,0.0,050,RL,371.0,BrkFace,NA,0.0,7,6.0,Crawfor,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1528.0,86.0,3,0.0,1941,1985,2010,257500.0,12.458774999085929 +295,909426080,1102.0,1075.0,0.0,NA,5,Duplx,3,1,0,0,3,657.0,375.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,484.0,2,3,1,3,Detchd,2177.0,1,GasA,4,2Story,2,2,Lvl,2,15600.0,Inside,3,0.0,090,RL,430.0,BrkFace,NA,0.0,3,2.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1032.0,0.0,3,0.0,1950,1991,2010,215000.0,12.2783933071098 +296,909427230,1188.0,1152.0,0.0,NA,4,1Fam,4,1,0,0,3,877.0,275.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,4,CemntBd,CemntBd,4,4,2,Stone,2,7,252.0,1,3,2,3,Attchd,2340.0,0,GasA,4,2Story,1,3,Lvl,2,9042.0,Inside,3,0.0,070,RL,0.0,None,Shed,2500.0,5,4.0,Crawfor,60.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1152.0,60.0,3,0.0,1941,2006,2010,266500.0,12.493129522588037 +297,909428280,1902.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,496.0,1406.0,0.0,6,1,Y,PosA,Norm,4,162.0,3,3,BrkFace,HdBoard,0,3,2,PConc,2,7,567.0,2,3,3,3,Attchd,1902.0,0,GasA,2,1Story,1,4,Lvl,2,17500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Crawfor,207.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1902.0,369.0,3,0.0,1959,2002,2010,335000.0,12.721885810807203 +298,909452114,896.0,756.0,0.0,NA,3,1Fam,3,1,1,0,4,80.0,343.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,473.0,2,3,2,3,BuiltIn,1652.0,1,GasA,4,SLvl,1,3,Lvl,2,19645.0,FR2,2,0.0,080,RL,44.0,BrkFace,NA,0.0,6,5.0,Crawfor,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,423.0,0.0,3,0.0,1994,2007,2010,203135.0,12.221626061623574 +299,909455030,1034.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,235.0,747.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,1,7,598.0,2,3,3,3,Attchd,1034.0,0,GasA,3,1Story,1,3,HLS,1,3907.0,Inside,2,0.0,120,RM,0.0,None,NA,0.0,4,3.0,Blueste,36.0,5,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,982.0,177.0,3,141.0,1989,1989,2010,185000.0,12.128111104060462 +300,909455040,1191.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1115.0,76.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,2,7,531.0,2,3,1,3,Attchd,1191.0,0,GasA,3,1Story,1,3,HLS,1,3907.0,Inside,2,0.0,120,RM,0.0,None,NA,0.0,3,2.0,Blueste,81.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1191.0,193.0,3,112.0,1989,1989,2010,162500.0,11.998433280751929 +301,909475140,1801.0,0.0,0.0,NA,1,1Fam,3,1,1,0,3,254.0,1247.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Wd Sdng,2,3,2,CBlock,2,7,484.0,2,3,3,3,Attchd,1801.0,0,GasA,2,1Story,1,2,Lvl,2,15602.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Crawfor,54.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,161.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1501.0,215.0,3,0.0,1959,1997,2010,289000.0,12.57418196709457 +302,910202060,796.0,358.0,0.0,NA,3,1Fam,3,1,1,0,3,61.0,735.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,3,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,1154.0,0,GasA,3,1.5Fin,1,3,Lvl,2,5436.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,96.0,7,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,796.0,96.0,3,0.0,1922,2007,2010,125500.0,11.740061037553975 +303,910203250,540.0,0.0,0.0,NA,1,1Fam,3,1,0,0,3,0.0,480.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,200.0,1,2,1,2,Detchd,540.0,0,GasA,2,1Story,1,2,Lvl,2,8154.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,4,3.0,IDOTRR,0.0,4,1,0,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,4,1.3862943611198906,1.0,0.0,480.0,0.0,3,0.0,1941,1950,2010,82000.0,11.314474526246391 +304,910205120,727.0,380.0,0.0,NA,2,1Fam,3,2,0,0,3,321.0,308.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,7,625.0,1,3,1,3,Detchd,1107.0,0,GasA,1,1.5Fin,1,2,HLS,2,9140.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,IDOTRR,56.0,4,5,2,0.0,0,CompShg,Gable,Normal,COD,200.0,Pave,5,1.6094379124341003,1.0,0.0,629.0,256.0,3,0.0,1921,1975,2010,110000.0,11.608235644774552 +305,911128180,698.0,430.0,0.0,NA,2,1Fam,3,1,0,0,3,698.0,0.0,0.0,1,1,Y,Norm,Norm,3,164.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,528.0,2,3,2,3,Detchd,1128.0,0,GasA,2,1.5Fin,1,2,Lvl,2,7500.0,Inside,3,0.0,050,C,0.0,None,NA,0.0,4,3.0,IDOTRR,0.0,3,3,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,6,1.791759469228055,1.0,0.0,698.0,194.0,3,30.0,1920,1950,2010,68400.0,11.133128103610641 +306,911202100,859.0,319.0,0.0,Pave,2,1Fam,3,2,0,0,3,859.0,0.0,0.0,1,1,Y,Norm,Norm,4,98.0,2,2,MetalSd,MetalSd,0,0,0,Stone,1,7,384.0,1,3,2,3,Detchd,1178.0,0,GasA,3,1.5Fin,1,2,HLS,1,8712.0,Inside,3,0.0,050,C,0.0,None,NA,0.0,1,0.0,IDOTRR,0.0,6,3,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,859.0,166.0,3,68.0,1900,1950,2010,102776.0,11.540307141711446 +307,911204090,1044.0,0.0,0.0,NA,2,1Fam,3,3,0,0,3,540.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,1,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,504.0,2,3,1,3,Basment,1044.0,0,GasA,2,1Story,1,1,Bnk,1,8712.0,Inside,3,0.0,020,C,0.0,None,Shed,54.0,6,5.0,IDOTRR,0.0,4,4,0,0.0,0,CompShg,Hip,Alloca,WD,0.0,Grvl,4,1.3862943611198906,1.0,0.0,540.0,0.0,3,0.0,1952,1952,2010,55993.0,10.932981961904135 +308,911204100,952.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,756.0,0.0,0.0,1,1,Y,Norm,Norm,4,265.0,1,1,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,330.0,1,3,2,3,Detchd,952.0,0,GasA,3,1Story,1,2,Lvl,2,8712.0,Corner,3,0.0,030,C,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,6,3,0,0.0,0,CompShg,Hip,Alloca,WD,0.0,Grvl,5,1.6094379124341003,1.0,0.0,756.0,265.0,3,0.0,1896,1950,2010,50138.0,10.822534482604 +309,911370510,1646.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,5,221.0,1373.0,0.0,6,1,Y,Artery,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,525.0,2,3,3,3,Attchd,1646.0,0,GasA,4,1Story,1,3,HLS,1,3811.0,Corner,2,0.0,120,RM,186.0,Stone,NA,0.0,5,4.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,155.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1594.0,336.0,3,128.0,2004,2005,2010,246000.0,12.4130868149145 +310,914467040,1036.0,880.0,0.0,NA,3,1Fam,3,1,1,0,4,434.0,615.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,741.0,3,3,1,3,Attchd,1916.0,1,GasA,4,2Story,1,3,Lvl,2,11050.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Mitchel,70.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1049.0,70.0,3,0.0,1998,1999,2010,254900.0,12.448626590364206 +311,914475090,1285.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,564.0,679.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,4,2,1,CBlock,2,7,473.0,2,3,1,3,Attchd,1285.0,0,GasA,2,SLvl,1,3,Lvl,2,9620.0,Inside,3,0.0,080,RL,0.0,None,Shed,80.0,5,4.0,Mitchel,26.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1243.0,401.0,3,375.0,1977,1977,2010,190000.0,12.154779351142624 +312,914476520,1560.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1560.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,573.0,2,3,3,3,Attchd,1560.0,0,GasA,4,1Story,1,3,Lvl,2,9196.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Mitchel,150.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1560.0,250.0,3,100.0,2003,2003,2010,201000.0,12.211060187041213 +313,914478045,1034.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,473.0,539.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,888.0,3,3,1,3,Attchd,1034.0,0,GasA,2,SLvl,1,2,Lvl,2,12328.0,Inside,2,0.0,080,RL,335.0,BrkFace,NA,0.0,5,4.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1012.0,0.0,3,0.0,1976,1976,2010,169900.0,12.042965307660024 +314,914478110,2048.0,0.0,0.0,NA,5,Duplx,3,1,0,0,3,1958.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,3,7,776.0,2,3,1,3,2Types,2048.0,0,GasA,2,1Story,2,2,Lvl,2,12760.0,Inside,2,0.0,090,RL,0.0,None,NA,0.0,3,2.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1958.0,0.0,3,0.0,1976,1976,2010,170000.0,12.043553716032399 +315,916125360,1687.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,60.0,353.0,334.0,4,3,Y,Norm,Norm,4,50.0,2,2,Wd Sdng,Wd Sdng,0,3,2,CBlock,1,6,572.0,2,3,1,3,Detchd,1687.0,0,GasA,2,1Story,1,2,Bnk,0,57200.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Timber,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,747.0,50.0,3,0.0,1948,1950,2010,160000.0,11.982929094215963 +316,916386010,1346.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,1258.0,78.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,660.0,3,3,3,3,Attchd,1346.0,0,GasA,4,1Story,1,3,Lvl,2,11896.0,Corner,2,0.0,020,RL,60.0,Stone,NA,0.0,5,4.0,Timber,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1336.0,148.0,3,100.0,2008,2008,2010,220000.0,12.301382825334498 +317,916386020,1214.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1214.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,520.0,2,3,2,3,Attchd,1214.0,0,GasA,4,1Story,1,3,Lvl,2,9803.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Timber,25.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1214.0,25.0,3,0.0,2009,2010,2010,179781.0,12.09949472246591 +318,916386060,744.0,700.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,BuiltIn,1444.0,1,GasA,3,2Story,1,2,Lvl,2,9802.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Timber,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,100.0,3,100.0,2006,2007,2010,174000.0,12.066810578196666 +319,916386090,774.0,1194.0,0.0,NA,4,1Fam,3,1,0,0,5,774.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,680.0,3,3,3,3,BuiltIn,1968.0,1,GasA,4,2Story,1,4,Lvl,2,12003.0,Corner,3,0.0,060,RL,84.0,BrkFace,NA,0.0,5,4.0,Timber,75.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,774.0,75.0,3,0.0,2009,2010,2010,269500.0,12.504323669331189 +320,916455170,824.0,1070.0,0.0,NA,4,1Fam,3,1,1,0,4,193.0,624.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,510.0,2,3,3,3,BuiltIn,1894.0,1,GasA,4,2Story,1,3,Lvl,2,11316.0,Corner,3,0.0,060,RL,44.0,BrkFace,NA,0.0,2,1.0,Timber,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,817.0,40.0,3,0.0,2002,2003,2010,214900.0,12.277928082630602 +321,916475110,993.0,915.0,0.0,NA,4,1Fam,3,1,0,0,4,967.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,431.0,2,3,3,3,Attchd,1908.0,1,GasA,4,2Story,1,3,Lvl,2,14191.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Timber,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,967.0,135.0,3,135.0,2002,2002,2010,202900.0,12.220468525813907 +322,921128020,2018.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,2002.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,Stucco,CemntBd,0,4,1,PConc,2,7,746.0,3,3,3,3,Attchd,2018.0,0,GasA,4,1Story,1,4,HLS,2,13214.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Timber,76.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,2002.0,220.0,3,144.0,2008,2009,2010,378500.0,12.84397135185964 +323,923201020,1264.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,1026.0,42.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,HdBoard,0,3,1,CBlock,1,7,528.0,2,3,1,3,Attchd,1264.0,0,GasA,2,1Story,1,2,Bnk,2,15300.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1068.0,0.0,3,0.0,1965,1977,2010,169000.0,12.037653993905211 +324,923202105,1430.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,1430.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,624.0,2,3,2,3,Attchd,1430.0,0,GasA,4,1Story,1,3,Lvl,2,10114.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1430.0,0.0,3,0.0,2004,2005,2010,173500.0,12.063932878369052 +325,923204150,912.0,912.0,0.0,NA,4,Duplx,3,3,0,0,3,912.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,WdShing,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1824.0,2,GasA,2,2Story,2,2,Low,2,9400.0,Corner,3,0.0,090,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Mansard,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,912.0,128.0,3,128.0,1971,1971,2010,139000.0,11.842229212112828 +326,923205015,1344.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1344.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,2,7,686.0,2,3,1,3,Attchd,1344.0,0,GasA,4,1Story,1,2,Lvl,2,11875.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1344.0,328.0,3,328.0,1999,1999,2010,166500.0,12.022750588402635 +327,923225300,546.0,546.0,0.0,NA,3,TwnhsE,3,1,0,0,3,212.0,334.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,1974.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,5,4.0,MeadowV,96.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,546.0,216.0,3,120.0,1973,1973,2010,83500.0,11.332601910838946 +328,923225390,945.0,0.0,0.0,NA,2,TwnhsI,3,4,1,1,4,30.0,915.0,0.0,6,1,Y,Norm,Norm,4,56.0,2,2,CemntBd,CemntBd,0,1,1,CBlock,1,7,253.0,1,3,2,3,Attchd,945.0,0,GasA,4,1Story,1,2,Low,1,2394.0,Inside,3,0.0,120,RM,0.0,None,NA,0.0,5,4.0,MeadowV,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,108.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,945.0,338.0,3,174.0,1973,1973,2010,119500.0,11.691071650353702 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+331,923226320,630.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,0.0,150.0,480.0,2,6,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,630.0,0,GasA,4,SFoyer,1,2,Lvl,2,1491.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,5,4.0,MeadowV,24.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,630.0,120.0,3,96.0,1972,1972,2010,75500.0,11.231887935237117 +332,923228270,546.0,546.0,0.0,NA,3,TwnhsE,3,1,0,0,3,546.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1092.0,1,GasA,4,2Story,1,2,Lvl,2,1900.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,6,5.0,MeadowV,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,546.0,0.0,3,0.0,1970,1970,2010,88250.0,11.387928974795543 +333,923228370,546.0,546.0,0.0,NA,3,TwnhsE,3,1,0,0,3,252.0,294.0,0.0,3,1,Y,Norm,Norm,4,64.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,1890.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,6,5.0,MeadowV,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,546.0,64.0,3,0.0,1972,1972,2010,85500.0,11.356271654924852 +334,923230190,874.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,395.0,469.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,352.0,1,3,1,3,Detchd,874.0,0,GasA,4,1Story,1,2,Lvl,2,6953.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1971,2004,2010,130000.0,11.77528972943772 +335,923251080,1188.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,595.0,593.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,312.0,1,3,1,3,Attchd,1188.0,0,GasA,2,1Story,1,2,Lvl,2,26142.0,CulDSac,2,0.0,020,RL,189.0,BrkFace,NA,0.0,4,3.0,Mitchel,39.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1188.0,300.0,3,261.0,1962,1962,2010,157900.0,11.969717200243734 +336,923276030,833.0,0.0,0.0,NA,2,1Fam,3,2,1,0,4,36.0,207.0,590.0,3,6,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,495.0,2,3,1,3,Attchd,833.0,0,GasA,2,1Story,1,3,Lvl,2,12887.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,833.0,431.0,3,431.0,1984,1984,2010,149900.0,11.917723684090689 +337,923276250,1216.0,1216.0,0.0,NA,4,Duplx,3,1,0,0,3,1216.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,0,2,HdBoard,HdBoard,0,0,0,PConc,4,7,616.0,2,2,1,3,Attchd,2432.0,2,GasA,3,2Story,2,2,Lvl,2,7700.0,Inside,3,0.0,090,RL,0.0,None,Shed,600.0,2,1.0,Mitchel,0.0,1,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,5.0,2.4721359549995796,1216.0,200.0,3,200.0,1985,1986,2010,159000.0,11.976659481202368 +338,923426070,624.0,650.0,0.0,NA,3,1Fam,3,1,0,0,4,166.0,458.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1274.0,1,GasA,3,2Story,1,2,Lvl,2,10475.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,624.0,22.0,3,22.0,1991,1991,2010,136000.0,11.820410164718188 +339,924100050,864.0,615.0,0.0,NA,5,1Fam,3,3,0,0,3,388.0,476.0,0.0,4,1,Y,Norm,Norm,4,280.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,275.0,1,3,3,3,Attchd,1479.0,0,GasA,2,1.5Fin,1,2,Lvl,1,10544.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,864.0,567.0,3,287.0,1969,1969,2010,161000.0,11.9891596439666 +340,924151040,1803.0,0.0,0.0,NA,3,1Fam,4,4,1,1,4,54.0,1341.0,284.0,6,2,Y,Norm,Norm,4,222.0,3,3,VinylSd,VinylSd,2,3,2,PConc,2,7,482.0,2,3,1,3,Attchd,1803.0,1,GasA,4,1Story,1,3,Lvl,1,9892.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Mitchel,64.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,4.0,2.0,1679.0,415.0,3,129.0,1994,1995,2010,285000.0,12.560244459250788 +341,924152030,1152.0,645.0,0.0,NA,3,1Fam,3,2,1,0,4,208.0,944.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,2,1,PConc,2,7,616.0,2,3,3,3,Attchd,1797.0,1,GasA,4,2Story,1,3,Lvl,2,12961.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Mitchel,312.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1152.0,474.0,3,162.0,1993,1994,2010,231000.0,12.35017298950393 +342,526302110,882.0,0.0,0.0,NA,2,1Fam,2,1,0,0,2,318.0,564.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,502.0,1,3,1,3,Attchd,882.0,0,GasA,2,1Story,1,2,Lvl,2,13008.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Names,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,882.0,0.0,3,0.0,1956,1956,2009,124500.0,11.732060994886899 +343,526351100,1434.0,0.0,0.0,NA,4,1Fam,3,1,1,0,3,590.0,844.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,1,CBlock,2,7,528.0,2,3,2,3,Attchd,1434.0,0,GasA,2,1Story,1,2,Lvl,2,10200.0,Inside,3,0.0,020,RL,440.0,BrkFace,NA,0.0,6,5.0,Names,21.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1434.0,101.0,3,80.0,1974,1974,2009,157000.0,11.964001084330445 +344,526355080,2000.0,704.0,0.0,NA,4,1Fam,3,4,1,0,4,542.0,1410.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Wd Sdng,3,3,3,CBlock,2,7,538.0,2,3,3,3,Attchd,2704.0,1,GasA,3,SLvl,1,4,Lvl,2,13860.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,7,6.0,Names,111.0,6,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1952.0,380.0,3,269.0,1972,1995,2009,345000.0,12.751299696013497 +345,527105070,945.0,663.0,0.0,NA,3,1Fam,3,1,0,0,4,98.0,847.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,470.0,2,3,3,3,Attchd,1608.0,1,GasA,4,2Story,1,2,Lvl,2,10179.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,30.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,945.0,282.0,3,252.0,1997,1997,2009,189500.0,12.152144303504619 +346,527105130,1008.0,1275.0,0.0,NA,4,1Fam,3,4,0,0,4,158.0,850.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,632.0,3,3,3,3,BuiltIn,2283.0,1,GasA,4,2Story,1,3,Lvl,2,11792.0,Inside,2,0.0,060,RL,188.0,BrkFace,NA,0.0,8,7.0,Gilbert,46.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1008.0,166.0,3,120.0,2003,2003,2009,270000.0,12.506177237980511 +347,527107130,958.0,670.0,0.0,NA,3,1Fam,3,1,0,0,4,100.0,284.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,390.0,2,3,3,3,BuiltIn,1628.0,1,GasA,3,SLvl,1,2,Lvl,2,8400.0,Inside,3,0.0,080,RL,32.0,BrkFace,Shed,490.0,6,5.0,Gilbert,72.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,120.0,3,48.0,1996,1997,2009,189000.0,12.14950229404178 +348,527108070,1746.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,426.0,1320.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,758.0,3,3,3,3,Attchd,1746.0,0,GasA,4,1Story,1,4,HLS,2,14892.0,CulDSac,2,0.0,020,RL,160.0,Stone,NA,0.0,10,9.0,Gilbert,39.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1746.0,240.0,3,201.0,2006,2007,2009,377500.0,12.841325847671216 +349,527110020,804.0,670.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1474.0,1,GasA,3,SLvl,1,2,Lvl,2,8530.0,Inside,2,0.0,080,RL,22.0,BrkFace,Shed,700.0,5,4.0,Gilbert,72.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,192.0,3,120.0,1995,1996,2009,168500.0,12.034691028774553 +350,527127100,2522.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,5,243.0,1965.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,564.0,2,3,3,3,Attchd,2522.0,0,GasA,4,1Story,1,3,Lvl,2,7296.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,11,10.0,StoneBr,57.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,2208.0,239.0,3,182.0,2004,2005,2009,375000.0,12.834681304952548 +351,527131030,1659.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,343.0,1158.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,5,1,PConc,2,7,499.0,2,3,3,3,Attchd,1659.0,0,GasA,4,1Story,1,4,Lvl,2,5664.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,10,9.0,StoneBr,59.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1501.0,271.0,3,212.0,2000,2000,2009,278000.0,12.535376392672774 +352,527132090,1478.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,1077.0,341.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,PConc,2,7,495.0,2,3,3,3,Attchd,1478.0,0,GasA,4,1Story,1,2,Lvl,2,7380.0,Corner,2,0.0,120,RL,0.0,None,NA,0.0,7,6.0,StoneBr,43.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1418.0,211.0,3,168.0,1998,1998,2009,240000.0,12.388394202324129 +353,527146010,1734.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,846.0,741.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,528.0,2,3,2,3,Attchd,1734.0,0,GasA,4,1Story,1,3,Lvl,2,8013.0,Corner,2,0.0,120,RL,0.0,None,NA,0.0,9,8.0,StoneBr,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1587.0,102.0,3,52.0,1995,1996,2009,239500.0,12.386308695833106 +354,527161040,751.0,631.0,0.0,NA,3,1Fam,3,1,0,0,4,195.0,189.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,396.0,2,3,3,3,BuiltIn,1382.0,1,GasA,3,SLvl,1,2,Lvl,2,8923.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,2,1.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,256.0,3,256.0,1998,1998,2009,177500.0,12.086725887897607 +355,527162110,885.0,833.0,0.0,NA,3,1Fam,3,1,0,0,4,832.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,427.0,2,3,3,3,Attchd,1718.0,1,GasA,3,2Story,1,2,Lvl,2,10141.0,Corner,2,0.0,060,RL,40.0,BrkFace,NA,0.0,12,11.0,Gilbert,94.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,291.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,832.0,385.0,3,0.0,1998,1998,2009,185000.0,12.128111104060462 +356,527162120,952.0,684.0,0.0,NA,3,1Fam,3,1,1,0,4,476.0,476.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,440.0,2,3,3,3,Attchd,1636.0,1,GasA,3,2Story,1,2,Lvl,2,7500.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,10,9.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,952.0,84.0,3,0.0,1998,1999,2009,191000.0,12.160028707028767 +357,527163040,799.0,772.0,0.0,NA,3,1Fam,3,1,0,0,4,799.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,380.0,2,3,2,3,Attchd,1571.0,1,GasA,3,2Story,1,2,Lvl,2,7837.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,40.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,799.0,40.0,3,0.0,1993,1994,2009,178000.0,12.089538829274222 +358,527163070,680.0,790.0,0.0,NA,3,1Fam,4,1,0,0,4,370.0,310.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,4,VinylSd,VinylSd,0,3,1,PConc,2,7,420.0,2,3,3,3,BuiltIn,1470.0,1,GasA,3,2Story,1,2,Lvl,2,9765.0,Corner,1,0.0,060,RL,68.0,BrkFace,Shed,480.0,4,3.0,Gilbert,63.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,680.0,295.0,3,232.0,1993,1993,2009,185000.0,12.128111104060462 +359,527163130,707.0,809.0,0.0,NA,3,1Fam,3,1,1,0,4,107.0,600.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,409.0,2,3,3,3,Attchd,1516.0,1,GasA,3,2Story,1,3,Lvl,2,8803.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,46.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,707.0,46.0,3,0.0,1994,1995,2009,181316.0,12.10799664436583 +360,527164020,1190.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1181.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,430.0,2,3,1,3,Attchd,1190.0,0,GasA,4,1Story,1,3,Lvl,2,7250.0,Inside,3,0.0,020,RL,45.0,BrkFace,NA,0.0,11,10.0,Gilbert,21.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1181.0,21.0,3,0.0,1993,1993,2009,166000.0,12.01974306733868 +361,527164060,808.0,785.0,0.0,NA,3,1Fam,3,1,0,0,4,808.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,3,1,PConc,2,7,389.0,2,3,2,3,BuiltIn,1593.0,1,GasA,3,2Story,1,2,Lvl,2,9636.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,12,11.0,Gilbert,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,808.0,382.0,3,342.0,1992,1993,2009,178000.0,12.089538829274222 +362,527164090,702.0,779.0,0.0,NA,3,1Fam,3,1,0,0,4,702.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,343.0,2,3,3,3,Attchd,1481.0,1,GasA,3,2Story,1,2,Lvl,2,8125.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Gilbert,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,702.0,36.0,3,0.0,1994,1995,2009,174000.0,12.066810578196666 +363,527165130,1167.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,598.0,560.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,2,7,400.0,2,3,2,3,Attchd,1167.0,0,GasA,3,1Story,1,3,Lvl,2,9248.0,Inside,2,0.0,020,RL,106.0,BrkFace,NA,0.0,7,6.0,Gilbert,26.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1158.0,146.0,3,120.0,1992,1992,2009,173000.0,12.061046873479915 +364,527166010,1005.0,978.0,0.0,NA,3,1Fam,3,1,0,0,4,284.0,694.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,490.0,2,3,3,3,Attchd,1983.0,1,GasA,4,2Story,1,3,Lvl,2,10762.0,CulDSac,2,0.0,060,RL,344.0,None,NA,0.0,5,4.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,978.0,0.0,3,0.0,1999,1999,2009,225000.0,12.323855681186558 +365,527180100,1442.0,0.0,508.0,NA,3,1Fam,3,1,0,0,4,1424.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,2,7,500.0,2,3,2,3,Attchd,1442.0,0,GasA,4,1Story,1,2,Lvl,2,11851.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Gilbert,34.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1424.0,542.0,3,0.0,1990,1990,2009,180500.0,12.103486056755072 +366,527182110,1360.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,184.0,1036.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,5,1,CBlock,1,7,565.0,2,3,2,3,Attchd,1360.0,0,GasA,3,1Story,1,3,Lvl,2,5814.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,0.0,4,7,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1220.0,63.0,3,63.0,1984,1984,2009,187500.0,12.141534124392603 +367,527214050,2234.0,0.0,0.0,NA,1,1Fam,3,1,1,0,5,312.0,1904.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,1166.0,3,3,3,3,Attchd,2234.0,0,GasA,4,1Story,1,4,Lvl,2,17423.0,CulDSac,2,0.0,020,RL,748.0,Stone,NA,0.0,7,6.0,StoneBr,60.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,2216.0,60.0,3,0.0,2008,2009,2009,501837.0,13.1260306447518 +368,527254020,2046.0,0.0,0.0,NA,3,1Fam,3,2,0,0,5,2046.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,834.0,3,3,3,3,Attchd,2046.0,1,GasA,4,1Story,1,3,Lvl,2,11844.0,Inside,2,0.0,020,RL,464.0,Stone,NA,0.0,7,6.0,StoneBr,82.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,2046.0,404.0,3,322.0,2008,2008,2009,372500.0,12.827992316801751 +369,527258020,1530.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,256.0,1274.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,430.0,2,3,3,3,Attchd,1530.0,0,GasA,4,1Story,1,3,Low,1,16158.0,Inside,2,0.0,020,RL,16.0,Stone,NA,0.0,6,5.0,StoneBr,36.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1530.0,204.0,3,168.0,2005,2005,2009,260000.0,12.468436909997665 +370,527276160,946.0,988.0,0.0,NA,3,1Fam,3,1,1,0,4,722.0,400.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Wd Sdng,0,3,1,PConc,2,7,567.0,2,3,1,3,Attchd,1934.0,1,GasA,4,2Story,1,2,Lvl,2,11900.0,Inside,3,0.0,060,RL,157.0,BrkFace,NA,0.0,7,6.0,Gilbert,176.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,200.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,1122.0,376.0,3,0.0,1977,1977,2009,185000.0,12.128111104060462 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+373,527326040,1411.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,564.0,822.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,3,1,CBlock,2,7,544.0,2,3,3,3,Attchd,1411.0,0,GasA,2,1Story,1,2,Lvl,2,11900.0,Inside,3,0.0,020,RL,209.0,BrkFace,NA,0.0,4,3.0,NWAmes,0.0,4,6,2,0.0,0,CompShg,Hip,Family,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1386.0,192.0,3,192.0,1977,1977,2009,82500.0,11.320553572322773 +374,527326150,1602.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,356.0,1246.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,3,1,CBlock,2,7,529.0,2,3,3,3,Attchd,1602.0,0,GasA,3,1Story,1,3,Lvl,2,16635.0,FR2,2,0.0,020,RL,126.0,Stone,NA,0.0,6,5.0,NWAmes,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1602.0,240.0,3,240.0,1977,2000,2009,215000.0,12.2783933071098 +375,527352150,1154.0,896.0,0.0,NA,4,1Fam,3,1,0,0,4,832.0,0.0,0.0,1,1,Y,RRNn,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,529.0,2,3,2,3,Attchd,2050.0,1,GasA,2,2Story,1,3,Lvl,2,13250.0,Inside,2,0.0,060,RL,256.0,BrkFace,NA,0.0,5,4.0,NWAmes,192.0,5,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,832.0,384.0,3,192.0,1978,1978,2009,154000.0,11.944707881395766 +376,527353020,1671.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1064.0,363.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,484.0,2,3,2,3,Attchd,1671.0,0,GasA,2,1Story,1,2,Lvl,2,10928.0,Inside,3,0.0,020,RL,101.0,BrkFace,NA,0.0,8,7.0,NWAmes,55.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1427.0,307.0,3,252.0,1978,1986,2009,200000.0,12.206072645530174 +377,527353060,1539.0,1134.0,0.0,NA,4,1Fam,3,1,0,0,4,441.0,602.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,441.0,2,3,2,3,BuiltIn,2673.0,1,GasA,2,2Story,1,3,Lvl,2,12388.0,Inside,2,0.0,060,RL,229.0,BrkFace,NA,0.0,8,7.0,NWAmes,84.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1043.0,262.0,3,178.0,1980,1991,2009,249000.0,12.425208175446844 +378,527354100,1472.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,336.0,1036.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,2,7,588.0,2,3,1,3,Attchd,1472.0,0,GasA,2,SLvl,1,2,Lvl,2,14115.0,Inside,3,0.0,080,RL,225.0,BrkFace,NA,0.0,6,5.0,NWAmes,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1372.0,281.0,3,233.0,1980,1980,2009,187500.0,12.141534124392603 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+427,528108020,2042.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,2042.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,1390.0,3,3,2,3,Attchd,2042.0,1,GasA,4,1Story,1,4,Lvl,2,12704.0,Inside,3,0.0,020,RL,306.0,BrkFace,NA,0.0,8,7.0,NridgHt,90.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,2042.0,90.0,3,0.0,2008,2009,2009,253293.0,12.442302200392747 +428,528108040,1365.0,1325.0,0.0,NA,3,1Fam,3,1,1,0,5,379.0,986.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,864.0,3,3,2,3,Attchd,2690.0,1,GasA,4,2Story,1,4,Lvl,2,12350.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,NridgHt,197.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1365.0,197.0,3,0.0,2009,2009,2009,398800.0,12.89621531706982 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+431,528108140,2020.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,570.0,1436.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,CBlock,2,7,900.0,3,3,3,3,Attchd,2020.0,1,GasA,4,1Story,1,4,Lvl,2,12220.0,Inside,3,0.0,020,RL,305.0,BrkFace,NA,0.0,9,8.0,NridgHt,54.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,2006.0,210.0,3,156.0,2009,2009,2009,402861.0,12.906346868281233 +432,528110010,1728.0,568.0,0.0,NA,3,1Fam,3,4,1,0,5,384.0,1338.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,842.0,3,3,2,3,BuiltIn,2296.0,1,GasA,4,2Story,1,4,Lvl,2,13478.0,Corner,2,0.0,060,RL,420.0,Stone,NA,0.0,6,5.0,NridgHt,274.0,4,9,2,0.0,0,CompShg,Gable,Normal,ConLI,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1722.0,656.0,3,382.0,2008,2008,2009,451950.0,13.021326833226556 +433,528110020,2674.0,0.0,0.0,NA,2,1Fam,3,4,2,0,5,342.0,2288.0,0.0,6,1,Y,PosA,PosA,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,762.0,3,3,3,3,Attchd,2674.0,1,GasA,4,1Story,1,4,Lvl,2,13693.0,Inside,3,0.0,020,RL,472.0,Stone,NA,0.0,3,2.0,NridgHt,50.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,4.5,2.2426406871192848,2630.0,410.0,3,360.0,2007,2007,2009,610000.0,13.321214236149494 +434,528110090,1734.0,1088.0,0.0,NA,4,1Fam,3,4,0,0,5,1734.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,3,7,1020.0,3,3,2,3,BuiltIn,2822.0,1,GasA,4,2Story,1,4,Lvl,2,13891.0,Inside,3,0.0,060,RL,424.0,Stone,NA,0.0,1,0.0,NridgHt,170.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,192.0,Pave,12,2.4849066497880004,3.5,1.7416573867739413,1734.0,414.0,3,52.0,2008,2009,2009,582933.0,13.275827535915461 +435,528112040,1736.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1736.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,834.0,3,3,2,3,Attchd,1736.0,0,GasA,4,1Story,1,4,Lvl,2,11578.0,Inside,3,0.0,020,RL,302.0,Stone,NA,0.0,7,6.0,NridgHt,90.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1736.0,409.0,3,319.0,2008,2008,2009,360000.0,12.793859310432293 +436,528116010,1782.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,251.0,1531.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,932.0,3,3,3,3,Attchd,1782.0,0,GasA,4,1Story,1,3,Lvl,2,16870.0,FR3,2,0.0,020,RL,238.0,BrkFace,NA,0.0,4,3.0,NridgHt,82.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1782.0,181.0,3,99.0,2004,2005,2009,296000.0,12.598114733306197 +437,528118060,1508.0,1012.0,0.0,NA,5,1Fam,3,3,1,0,5,278.0,1230.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,640.0,3,3,3,3,BuiltIn,2520.0,1,GasA,4,2Story,1,4,Lvl,2,23303.0,CulDSac,0,0.0,060,RL,20.0,Stone,NA,0.0,6,5.0,NridgHt,273.0,4,7,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1508.0,465.0,3,192.0,2007,2007,2009,409900.0,12.92366850649243 +438,528120020,1717.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,1709.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,908.0,3,3,2,3,Attchd,1717.0,0,GasA,4,1Story,1,3,Lvl,2,11146.0,Inside,2,0.0,020,RL,250.0,Stone,NA,0.0,7,6.0,NridgHt,39.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1709.0,208.0,3,169.0,2006,2006,2009,255500.0,12.450977688625896 +439,528120030,1743.0,0.0,0.0,NA,3,1Fam,3,2,1,0,5,724.0,1015.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,927.0,3,3,2,3,Attchd,1743.0,0,GasA,4,1Story,1,4,Lvl,2,10367.0,Inside,2,0.0,020,RL,284.0,Stone,NA,0.0,6,5.0,NridgHt,45.0,4,8,2,0.0,0,CompShg,Hip,Normal,ConLI,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1739.0,213.0,3,168.0,2008,2008,2009,335000.0,12.721885810807203 +440,528120160,1713.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,625.0,1088.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,856.0,3,3,3,3,Attchd,1713.0,0,GasA,4,1Story,1,4,Lvl,2,9591.0,Inside,3,0.0,020,RL,262.0,BrkFace,NA,0.0,1,0.0,NridgHt,26.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,170.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1713.0,196.0,3,0.0,2004,2005,2009,274900.0,12.524162674153336 +441,528120170,1531.0,0.0,0.0,NA,2,1Fam,4,3,1,0,5,467.0,1037.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,700.0,3,3,3,3,Attchd,1531.0,0,GasA,4,1Story,1,4,Lvl,2,10872.0,Inside,2,0.0,020,RL,122.0,Stone,NA,0.0,2,1.0,NridgHt,52.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1504.0,236.0,3,184.0,2006,2006,2009,300000.0,12.611537753638338 +442,528138010,1808.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,632.0,1142.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,850.0,3,3,3,3,Attchd,1808.0,0,GasA,4,1Story,1,4,Lvl,2,13514.0,Corner,2,0.0,020,RL,285.0,None,NA,0.0,3,2.0,NridgHt,26.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1774.0,226.0,3,200.0,2008,2008,2009,324000.0,12.688498794774466 +443,528142040,1462.0,762.0,0.0,NA,4,1Fam,3,1,1,0,5,292.0,1170.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,738.0,3,3,3,3,Attchd,2224.0,1,GasA,4,2Story,1,4,Lvl,2,8834.0,Inside,3,0.0,060,RL,216.0,Stone,NA,0.0,6,5.0,NridgHt,0.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1462.0,184.0,3,184.0,2004,2005,2009,350000.0,12.765688433465597 +444,528142090,1836.0,0.0,0.0,NA,3,1Fam,3,2,1,0,5,797.0,1039.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,862.0,3,3,3,3,Attchd,1836.0,0,GasA,4,1Story,1,3,Lvl,2,11362.0,Inside,2,0.0,020,RL,42.0,Stone,NA,0.0,3,2.0,NridgHt,185.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1836.0,310.0,3,125.0,2004,2005,2009,280000.0,12.542544882151386 +446,528142150,1760.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,498.0,1262.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,583.0,2,3,3,3,Attchd,1760.0,0,GasA,4,1Story,1,3,Lvl,2,12878.0,Corner,2,0.0,020,RL,418.0,BrkFace,NA,0.0,6,5.0,NridgHt,190.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1760.0,355.0,3,165.0,2003,2004,2009,269500.0,12.504323669331189 +447,528144020,1502.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1502.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,644.0,2,3,2,3,Attchd,1502.0,0,GasA,4,1Story,1,3,Lvl,2,9541.0,Inside,2,0.0,020,RL,268.0,Stone,NA,0.0,9,8.0,NridgHt,114.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1502.0,114.0,3,0.0,2009,2009,2009,233170.0,12.359523080243038 +448,528166060,2392.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,2336.0,56.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,5,1,PConc,2,7,968.0,3,3,3,3,Attchd,2392.0,0,GasA,4,1Story,1,4,Lvl,2,13472.0,Inside,3,0.0,020,RL,922.0,BrkFace,NA,0.0,6,5.0,NridgHt,105.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,2392.0,353.0,3,248.0,2003,2003,2009,386250.0,12.864240107194092 +449,528166090,2452.0,0.0,0.0,NA,3,1Fam,3,1,2,0,5,480.0,1972.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,3,4,1,PConc,2,7,886.0,3,3,3,3,Attchd,2452.0,0,GasA,4,1Story,1,4,Lvl,2,15274.0,Corner,2,0.0,020,RL,724.0,BrkFace,NA,0.0,7,6.0,NridgHt,116.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,4.0,2.0,2452.0,116.0,3,0.0,2003,2003,2009,445000.0,13.005829561148378 +450,528168030,1105.0,1295.0,0.0,NA,4,1Fam,3,1,0,0,4,1082.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,730.0,3,3,3,3,BuiltIn,2400.0,1,GasA,4,2Story,1,3,Lvl,2,13262.0,Inside,2,0.0,060,RL,186.0,Stone,NA,0.0,6,5.0,NridgHt,40.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1082.0,154.0,3,114.0,2003,2004,2009,290000.0,12.577636201962656 +451,528172060,1606.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1598.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,871.0,3,3,2,3,Attchd,1606.0,0,GasA,3,1Story,1,3,Lvl,2,9658.0,Inside,2,0.0,020,RL,383.0,Stone,NA,0.0,7,6.0,NridgHt,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1598.0,290.0,3,230.0,2006,2006,2009,255900.0,12.45254202214788 +452,528174050,1358.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,522.0,836.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,6904.0,Inside,2,0.0,120,RL,240.0,Stone,NA,0.0,8,7.0,NridgHt,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1358.0,228.0,3,192.0,2005,2005,2009,213000.0,12.269047444691562 +453,528174060,1306.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,406.0,900.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,624.0,2,3,2,3,Attchd,1306.0,0,GasA,4,1Story,1,3,Lvl,2,5381.0,Inside,2,0.0,120,RL,135.0,Stone,NA,0.0,8,7.0,NridgHt,63.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1306.0,233.0,3,170.0,2005,2005,2009,196000.0,12.185869938212655 +454,528174070,1306.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,425.0,881.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,624.0,2,3,2,3,Attchd,1306.0,0,GasA,4,1Story,1,3,Lvl,2,5122.0,Inside,2,0.0,120,RL,135.0,Stone,NA,0.0,3,2.0,NridgHt,63.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1306.0,233.0,3,170.0,2005,2005,2009,184500.0,12.125404742462718 +455,528175050,1358.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,474.0,876.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,10307.0,Inside,2,0.0,120,RL,176.0,Stone,NA,0.0,5,4.0,NridgHt,26.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1350.0,218.0,3,192.0,2007,2008,2009,212500.0,12.266697267346608 +456,528175060,1314.0,0.0,0.0,NA,2,TwnhsI,3,1,1,0,4,410.0,904.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,626.0,2,3,2,3,Attchd,1314.0,0,GasA,4,1Story,1,3,Lvl,2,5001.0,Inside,2,0.0,120,RL,166.0,Stone,NA,0.0,7,6.0,NridgHt,62.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1314.0,234.0,3,172.0,2007,2008,2009,230000.0,12.345834587905333 +457,528176030,2492.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,346.0,2146.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,1,PConc,2,7,949.0,3,3,3,3,Attchd,2492.0,1,GasA,4,1Story,1,4,HLS,1,14836.0,Inside,2,0.0,020,RL,730.0,Stone,NA,0.0,2,1.0,NridgHt,235.0,4,9,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2492.0,461.0,3,226.0,2004,2005,2009,552000.0,13.221303325259232 +458,528178010,2200.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,643.0,1557.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,685.0,3,3,3,3,Attchd,2200.0,1,GasA,4,1Story,1,4,Lvl,2,15262.0,Corner,2,0.0,020,RL,470.0,BrkFace,NA,0.0,7,6.0,NridgHt,55.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2200.0,263.0,3,208.0,2003,2004,2009,382500.0,12.854483932248728 +459,528180120,1884.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,1084.0,800.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,649.0,2,3,3,3,Attchd,1884.0,0,GasA,4,1Story,1,4,Lvl,2,7390.0,Inside,2,0.0,120,RL,308.0,BrkFace,NA,0.0,5,4.0,NridgHt,90.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1884.0,321.0,3,231.0,2008,2009,2009,320000.0,12.676076274775909 +460,528180130,1456.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,5,1451.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,539.0,2,3,2,3,Attchd,1456.0,0,GasA,4,1Story,1,4,Lvl,2,6472.0,Inside,3,0.0,120,RL,500.0,BrkFace,NA,0.0,4,3.0,NridgHt,42.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1451.0,234.0,3,192.0,2008,2008,2009,248500.0,12.423198124518821 +461,528186010,1712.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,516.0,1196.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,701.0,3,3,2,3,Attchd,1712.0,0,GasA,4,1Story,1,3,Lvl,2,16770.0,Corner,3,0.0,020,RL,270.0,BrkFace,NA,0.0,9,8.0,NridgHt,183.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1712.0,401.0,3,218.0,2002,2003,2009,286500.0,12.56549381513693 +462,528186180,1324.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,461.0,863.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,550.0,2,3,3,3,Attchd,1324.0,0,GasA,4,1Story,1,3,Lvl,2,6240.0,Inside,3,0.0,120,RL,176.0,BrkFace,NA,0.0,12,11.0,NridgHt,38.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1324.0,230.0,3,192.0,2006,2006,2009,254000.0,12.445089546000673 +463,528188020,1405.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1405.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,478.0,2,3,2,3,Attchd,1405.0,0,GasA,4,1Story,1,3,Lvl,2,3480.0,Inside,3,0.0,120,RL,163.0,Stone,NA,0.0,11,10.0,NridgHt,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1405.0,184.0,3,148.0,2003,2003,2009,173000.0,12.061046873479915 +464,528188060,764.0,862.0,0.0,NA,2,TwnhsI,3,1,0,0,4,197.0,567.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,0,0,PConc,2,7,474.0,2,3,2,3,BuiltIn,1626.0,0,GasA,4,2Story,1,3,Lvl,2,2268.0,Inside,3,0.0,160,RL,106.0,Stone,NA,0.0,7,6.0,NridgHt,27.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,764.0,27.0,3,0.0,2003,2004,2009,173000.0,12.061046873479915 +465,528218090,728.0,728.0,0.0,NA,3,1Fam,4,1,0,0,4,728.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,390.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,10928.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,100.0,3,100.0,2005,2005,2009,184000.0,12.122691036591123 +466,528220040,745.0,745.0,0.0,NA,3,1Fam,3,3,0,0,4,745.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,392.0,2,3,3,3,Attchd,1490.0,1,GasA,4,2Story,1,3,Lvl,2,8918.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,20.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,745.0,56.0,3,36.0,2005,2006,2009,167800.0,12.030528073015242 +467,528221060,742.0,742.0,0.0,NA,3,1Fam,3,1,0,0,4,742.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,390.0,2,3,3,3,Attchd,1484.0,1,GasA,4,2Story,1,3,Lvl,2,12589.0,Inside,1,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,24.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,742.0,60.0,3,36.0,2005,2005,2009,174000.0,12.066810578196666 +468,528221070,684.0,876.0,0.0,NA,3,1Fam,3,3,0,0,4,684.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1560.0,1,GasA,4,2Story,1,3,Lvl,2,11911.0,Inside,1,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Gilbert,38.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,684.0,138.0,3,100.0,2005,2005,2009,174000.0,12.066810578196666 +469,528228290,1555.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1373.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,660.0,3,3,3,3,Attchd,1555.0,0,GasA,4,1Story,1,3,Lvl,2,3684.0,Inside,3,0.0,120,RL,130.0,BrkFace,NA,0.0,6,5.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1373.0,163.0,3,143.0,2007,2007,2009,174000.0,12.066810578196666 +470,528228295,1569.0,0.0,0.0,NA,1,TwnhsE,3,1,0,1,4,398.0,988.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,660.0,3,3,2,3,Attchd,1569.0,0,GasA,4,1Story,1,3,Lvl,2,3635.0,Inside,3,0.0,120,RL,130.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1386.0,163.0,3,143.0,2007,2007,2009,175900.0,12.077670930725649 +471,528228435,1555.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1357.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,430.0,2,3,3,3,Attchd,1555.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,16.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1373.0,163.0,3,143.0,2005,2006,2009,192500.0,12.167851432709975 +472,528228450,1504.0,0.0,0.0,NA,1,TwnhsE,3,1,0,0,4,1330.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,457.0,2,3,3,3,Attchd,1504.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,16.0,BrkFace,NA,0.0,5,4.0,Blmngtn,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1346.0,156.0,3,156.0,2005,2006,2009,181000.0,12.106252310247962 +473,528228455,1220.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1204.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,397.0,2,3,3,3,Attchd,1220.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,16.0,BrkFace,NA,0.0,8,7.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1220.0,116.0,3,100.0,2005,2006,2009,180000.0,12.100712129872347 +474,528228460,1145.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1129.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,397.0,2,3,3,3,Attchd,1145.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,11.0,BrkFace,NA,0.0,9,8.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1145.0,116.0,3,100.0,2005,2006,2009,160200.0,11.984178313616395 +475,528235010,716.0,716.0,0.0,NA,3,1Fam,3,1,1,0,4,291.0,425.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,432.0,2,3,3,3,Attchd,1432.0,1,GasA,4,2Story,1,3,Lvl,2,7795.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,51.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,716.0,151.0,3,100.0,2004,2005,2009,188500.0,12.146853285870202 +476,528235090,1010.0,1257.0,0.0,NA,4,1Fam,3,1,0,0,4,1010.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,390.0,2,3,2,3,BuiltIn,2267.0,1,GasA,4,2Story,1,3,Lvl,2,8068.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,12,11.0,Gilbert,46.0,4,5,2,0.0,0,CompShg,Gable,Normal,ConLI,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1010.0,166.0,3,120.0,2002,2002,2009,200000.0,12.206072645530174 +477,528235200,744.0,630.0,0.0,NA,3,1Fam,3,2,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,WdShing,WdShing,0,4,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1374.0,1,GasA,4,SLvl,1,3,Lvl,2,9434.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,8,7.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,384.0,100.0,3,100.0,2004,2005,2009,170000.0,12.043553716032399 +478,528240030,868.0,762.0,0.0,NA,3,1Fam,3,1,0,0,4,868.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,436.0,2,3,3,3,BuiltIn,1630.0,1,GasA,4,2Story,1,3,Lvl,2,7984.0,Inside,2,0.0,060,RL,200.0,BrkFace,NA,0.0,9,8.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,868.0,168.0,3,120.0,2004,2005,2009,189500.0,12.152144303504619 +479,528240060,779.0,640.0,0.0,NA,3,1Fam,3,1,1,0,4,55.0,353.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,527.0,2,3,3,3,BuiltIn,1419.0,1,GasA,4,SLvl,1,3,Lvl,2,7750.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,3,2.0,Gilbert,0.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,408.0,120.0,3,120.0,2002,2002,2009,184100.0,12.123234367221169 +480,528240150,846.0,748.0,0.0,NA,3,1Fam,3,2,0,0,4,846.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,3,4,1,PConc,2,7,434.0,2,3,3,3,Attchd,1594.0,1,GasA,4,2Story,1,3,Lvl,2,10125.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,846.0,348.0,3,300.0,2004,2004,2009,195500.0,12.183315658407558 +481,528250020,806.0,683.0,0.0,NA,3,1Fam,3,1,1,0,4,130.0,652.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,Attchd,1489.0,1,GasA,4,2Story,1,3,Lvl,2,8965.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,75.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,782.0,75.0,3,0.0,2003,2003,2009,192000.0,12.165250651009918 +482,528250040,698.0,644.0,0.0,NA,3,1Fam,3,1,1,0,4,204.0,494.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,393.0,2,3,3,3,Attchd,1342.0,1,GasA,4,2Story,1,3,Lvl,2,8174.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,56.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,698.0,156.0,3,100.0,2003,2003,2009,178000.0,12.089538829274222 +483,528253010,1314.0,0.0,0.0,NA,2,TwnhsI,3,1,1,0,4,410.0,904.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,626.0,2,3,2,3,Attchd,1314.0,0,GasA,4,1Story,1,3,Lvl,2,5063.0,Inside,3,0.0,120,RL,166.0,Stone,NA,0.0,4,3.0,NridgHt,62.0,4,6,2,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1314.0,234.0,3,172.0,2007,2008,2009,207500.0,12.24288661865289 +484,528275070,980.0,1276.0,0.0,NA,4,1Fam,3,1,0,0,4,652.0,300.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,554.0,2,3,3,3,BuiltIn,2256.0,1,GasA,4,2Story,1,3,Lvl,2,8795.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,54.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,952.0,278.0,3,224.0,2000,2000,2009,236000.0,12.371587084007746 +486,528280230,1022.0,1032.0,0.0,NA,3,1Fam,3,1,1,0,4,297.0,695.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,390.0,2,3,2,3,BuiltIn,2054.0,1,GasA,4,2Story,1,3,Lvl,2,12224.0,Corner,2,0.0,060,RL,40.0,BrkFace,NA,0.0,7,6.0,Gilbert,48.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,992.0,72.0,3,24.0,2000,2000,2009,244000.0,12.404923504275338 +487,528290030,744.0,630.0,0.0,NA,3,1Fam,3,2,0,0,4,30.0,241.0,113.0,6,3,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,BuiltIn,1374.0,1,GasA,4,SLvl,1,3,Lvl,2,9734.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,5,4.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,0.0,3,0.0,2004,2004,2009,167000.0,12.025749091398891 +488,528290120,1007.0,793.0,0.0,NA,3,1Fam,3,1,0,0,4,982.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,463.0,2,3,3,3,Attchd,1800.0,1,GasA,4,2Story,1,2,Lvl,2,8123.0,Inside,2,0.0,060,RL,16.0,BrkFace,NA,0.0,6,5.0,Gilbert,63.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,982.0,163.0,3,100.0,2000,2000,2009,179000.0,12.095141084822892 +489,528290180,819.0,695.0,0.0,NA,3,1Fam,3,1,1,0,4,111.0,683.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,394.0,2,3,3,3,Attchd,1514.0,1,GasA,4,2Story,1,2,Lvl,2,8433.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,72.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,794.0,72.0,3,0.0,2000,2000,2009,190000.0,12.154779351142624 +490,528290190,774.0,656.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,2,3,BuiltIn,1430.0,1,GasA,4,SLvl,1,2,Lvl,2,7750.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,3,2.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,0.0,3,0.0,1999,2000,2009,156000.0,11.957611286231675 +491,528292030,1223.0,1089.0,0.0,NA,4,1Fam,3,1,1,0,4,264.0,913.0,0.0,5,1,Y,RRNn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,658.0,3,3,3,3,BuiltIn,2312.0,1,GasA,4,2Story,1,3,Lvl,2,15896.0,CulDSac,1,0.0,060,RL,210.0,BrkFace,NA,0.0,5,4.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1177.0,298.0,3,298.0,1999,1999,2009,245000.0,12.409013489526863 +492,528292040,892.0,783.0,0.0,NA,3,1Fam,3,1,0,0,4,841.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,502.0,2,3,3,3,BuiltIn,1675.0,1,GasA,4,2Story,1,2,Lvl,2,24682.0,CulDSac,0,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,103.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,841.0,103.0,3,0.0,1999,1999,2009,181000.0,12.106252310247962 +493,528292070,1022.0,1038.0,168.0,NA,3,1Fam,3,1,1,0,4,220.0,772.0,0.0,5,1,Y,RRNn,Norm,4,0.0,2,3,VinylSd,VinylSd,4,3,1,PConc,2,7,390.0,2,3,2,3,BuiltIn,2060.0,1,GasA,4,2Story,1,3,Lvl,2,8755.0,FR2,2,0.0,060,RL,298.0,BrkFace,NA,0.0,6,5.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,992.0,168.0,3,0.0,1999,1999,2009,214000.0,12.273731294003989 +494,528294050,774.0,656.0,0.0,NA,3,1Fam,3,1,0,0,3,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,410.0,2,3,3,3,BuiltIn,1430.0,1,GasA,4,SLvl,1,2,Lvl,2,7848.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Gilbert,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,0.0,3,0.0,1999,1999,2009,168000.0,12.031719258385396 +495,528315090,1268.0,1097.0,0.0,NA,3,1Fam,3,2,1,0,4,89.0,1163.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,856.0,3,3,2,3,Attchd,2365.0,1,GasA,4,2Story,1,3,Lvl,2,9430.0,Inside,3,0.0,060,RL,673.0,BrkFace,NA,0.0,7,6.0,NoRidge,128.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,180.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1252.0,308.0,3,0.0,1999,1999,2009,337000.0,12.727838209334498 +496,528321010,1490.0,1304.0,0.0,NA,4,1Fam,3,1,1,0,4,773.0,689.0,0.0,6,1,Y,Norm,Norm,4,202.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,810.0,3,3,3,3,Attchd,2794.0,1,GasA,4,2Story,1,4,Lvl,2,15138.0,Inside,2,0.0,060,RL,506.0,BrkFace,NA,0.0,7,6.0,NoRidge,146.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1462.0,348.0,3,0.0,1995,1996,2009,403000.0,12.90669184092882 +497,528327070,1466.0,1221.0,0.0,NA,4,1Fam,3,2,1,0,4,282.0,1173.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,2,7,810.0,3,3,2,3,BuiltIn,2687.0,1,GasA,4,2Story,1,3,Lvl,2,12720.0,Inside,3,0.0,060,RL,150.0,BrkFace,NA,0.0,9,8.0,NoRidge,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1455.0,282.0,3,252.0,2000,2000,2009,327000.0,12.697715449879391 +498,528344040,1310.0,1140.0,0.0,NA,3,1Fam,3,2,1,0,4,503.0,781.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,1069.0,3,3,3,3,Attchd,2450.0,1,GasA,4,2Story,1,3,Lvl,2,16545.0,Inside,2,0.0,060,RL,731.0,BrkFace,NA,0.0,5,4.0,NoRidge,126.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1284.0,126.0,3,0.0,1998,1998,2009,340000.0,12.736700896592344 +499,528344100,1276.0,1336.0,0.0,NA,4,1Fam,3,1,1,0,4,371.0,854.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,676.0,3,3,3,3,Attchd,2612.0,1,GasA,4,2Story,1,3,Lvl,2,12203.0,Corner,2,0.0,060,RL,975.0,BrkFace,NA,0.0,7,6.0,NoRidge,0.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1225.0,250.0,3,250.0,1998,1999,2009,336000.0,12.724866438945341 +500,528354050,1277.0,1067.0,0.0,NA,3,1Fam,3,1,0,0,4,1264.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,889.0,3,3,2,3,Attchd,2344.0,1,GasA,4,2Story,1,3,Lvl,2,10208.0,Inside,2,0.0,060,RL,921.0,BrkFace,NA,0.0,7,6.0,NoRidge,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1264.0,220.0,3,220.0,1996,1997,2009,265000.0,12.487485104968359 +501,528363050,2063.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,262.0,236.0,1526.0,4,6,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,4,2,PConc,2,7,815.0,3,3,3,3,Attchd,2063.0,0,GasA,4,1Story,1,3,Lvl,2,10750.0,CulDSac,2,0.0,020,RL,634.0,BrkFace,NA,0.0,6,5.0,NoRidge,56.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,2024.0,238.0,3,182.0,1994,1995,2009,315000.0,12.66032791780777 +502,528365070,1372.0,1274.0,0.0,NA,4,1Fam,3,4,1,0,4,360.0,987.0,0.0,6,1,Y,Norm,Norm,4,144.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,656.0,3,3,2,3,Attchd,2646.0,1,GasA,4,2Story,1,3,Low,1,9900.0,Inside,3,0.0,060,RL,256.0,BrkFace,NA,0.0,4,3.0,NoRidge,60.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1347.0,544.0,3,340.0,1993,1993,2009,260000.0,12.468436909997665 +503,528385050,1094.0,967.0,0.0,NA,3,1Fam,3,1,1,0,4,254.0,816.0,0.0,6,1,Y,Norm,Norm,4,209.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,647.0,2,3,3,3,Attchd,2061.0,1,GasA,4,2Story,1,3,Lvl,2,9085.0,Inside,3,0.0,060,RL,286.0,BrkFace,NA,0.0,11,10.0,NoRidge,102.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1070.0,607.0,3,296.0,1995,1996,2009,260000.0,12.468436909997665 +504,528387030,1215.0,1017.0,0.0,NA,3,1Fam,3,1,1,0,4,549.0,624.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,623.0,2,3,2,3,Attchd,2232.0,1,GasA,4,2Story,1,3,Lvl,2,11692.0,Inside,2,0.0,060,RL,372.0,BrkFace,NA,0.0,10,9.0,NoRidge,165.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1173.0,338.0,3,173.0,1993,1994,2009,263550.0,12.481998382283352 +505,528390100,1686.0,762.0,0.0,NA,4,1Fam,4,1,1,0,4,88.0,1361.0,180.0,6,3,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,711.0,3,3,2,3,Attchd,2448.0,1,GasA,4,2Story,1,3,Lvl,2,46589.0,CulDSac,1,0.0,060,RL,528.0,BrkFace,NA,0.0,7,6.0,NoRidge,76.0,6,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1629.0,593.0,3,517.0,1994,2005,2009,402000.0,12.904207367601158 +506,528390210,979.0,871.0,0.0,NA,3,1Fam,3,1,0,0,4,378.0,595.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,4,1,PConc,2,7,467.0,2,3,3,3,BuiltIn,1850.0,1,GasA,4,2Story,1,3,Lvl,2,29959.0,FR2,1,0.0,060,RL,0.0,None,NA,0.0,1,0.0,NoRidge,98.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,973.0,266.0,3,168.0,1994,1994,2009,248000.0,12.421184025147118 +507,528427020,1468.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1468.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,898.0,3,3,3,3,Attchd,1468.0,0,GasA,4,1Story,1,3,Lvl,2,9612.0,Inside,3,0.0,020,RL,72.0,Stone,NA,0.0,12,11.0,Somerst,150.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1468.0,360.0,3,210.0,2008,2009,2009,244600.0,12.407379502235209 +508,528431020,1696.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1696.0,0.0,0.0,1,1,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,972.0,3,3,2,3,Attchd,1696.0,0,GasA,4,1Story,1,3,Lvl,2,11194.0,Inside,2,0.0,020,RL,240.0,Stone,NA,0.0,9,8.0,Somerst,56.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1696.0,176.0,3,120.0,2008,2008,2009,275000.0,12.524526376648708 +509,528431070,1658.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1614.0,0.0,0.0,1,1,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,726.0,3,3,3,3,Attchd,1658.0,1,GasA,4,1Story,1,3,Lvl,2,10206.0,Inside,3,0.0,020,RL,294.0,BrkFace,NA,0.0,9,8.0,Somerst,44.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1614.0,188.0,3,144.0,2008,2008,2009,257500.0,12.458774999085929 +510,528435030,1578.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1573.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,840.0,3,3,3,3,Attchd,1578.0,0,GasA,4,1Story,1,4,Lvl,2,9262.0,Inside,3,0.0,020,RL,194.0,Stone,NA,0.0,5,4.0,Somerst,36.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1573.0,36.0,3,0.0,2008,2009,2009,287090.0,12.567551034433226 +511,528435050,1702.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,408.0,1294.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,844.0,3,3,2,3,Attchd,1702.0,0,GasA,4,1Story,1,3,Lvl,2,10130.0,Inside,3,0.0,020,RL,260.0,Stone,NA,0.0,3,2.0,Somerst,69.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1702.0,69.0,3,0.0,2007,2007,2009,275500.0,12.526342907575106 +512,528439060,1432.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,1043.0,379.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,492.0,2,3,3,3,Attchd,1432.0,0,GasA,4,1Story,1,3,Lvl,2,9139.0,Inside,2,0.0,020,RL,206.0,Stone,NA,0.0,9,8.0,Somerst,50.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1422.0,347.0,3,297.0,2006,2006,2009,245000.0,12.409013489526863 +513,528441020,1113.0,858.0,0.0,NA,3,1Fam,3,2,0,0,4,772.0,341.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,689.0,2,3,2,3,Attchd,1971.0,1,GasA,4,2Story,1,3,Lvl,2,9675.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Somerst,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1113.0,48.0,3,0.0,2005,2005,2009,253000.0,12.441144767709657 +514,528441090,2490.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,300.0,2158.0,0.0,6,1,Y,PosN,PosN,4,0.0,2,4,VinylSd,VinylSd,4,4,2,PConc,2,7,795.0,3,3,3,3,Attchd,2490.0,0,GasA,4,1Story,1,4,Lvl,2,11128.0,Corner,3,0.0,020,RL,198.0,Stone,NA,0.0,10,9.0,Somerst,226.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,2458.0,296.0,3,70.0,2005,2006,2009,468000.0,13.056223574899784 +515,528456180,932.0,920.0,0.0,NA,3,1Fam,3,1,1,0,4,78.0,822.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,644.0,2,3,2,3,Attchd,1852.0,1,GasA,4,2Story,1,3,Lvl,2,8640.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,7,6.0,Somerst,108.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,900.0,276.0,3,168.0,2009,2009,2009,252678.0,12.439871229831715 +516,528456220,786.0,804.0,0.0,NA,3,1Fam,3,1,0,0,4,768.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,676.0,2,3,2,3,Attchd,1590.0,1,GasA,4,2Story,1,3,Lvl,2,9000.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,6,5.0,Somerst,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,768.0,30.0,3,0.0,2008,2008,2009,210000.0,12.254862809699606 +517,528456240,1218.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1191.0,27.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,676.0,2,3,3,3,Attchd,1218.0,0,GasA,4,1Story,1,3,Lvl,2,7862.0,Inside,2,0.0,020,FV,0.0,None,NA,0.0,9,8.0,Somerst,102.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1218.0,102.0,3,0.0,2009,2009,2009,208300.0,12.246734627249063 +519,528458040,1314.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,364.0,936.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,552.0,2,3,2,3,Attchd,1314.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,72.0,Stone,NA,0.0,9,8.0,Somerst,112.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1300.0,247.0,3,135.0,2009,2009,2009,229456.0,12.343466568968994 +520,528458060,1402.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1402.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,625.0,2,3,2,3,Attchd,1402.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,5,4.0,Somerst,126.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1402.0,331.0,3,205.0,2008,2008,2009,229800.0,12.344964644396793 +521,528458140,1530.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1530.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,984.0,3,3,2,3,Attchd,1530.0,0,GasA,4,1Story,1,3,Lvl,2,12606.0,Inside,2,0.0,020,FV,120.0,Stone,NA,0.0,5,4.0,Somerst,136.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1530.0,348.0,3,212.0,2007,2008,2009,250000.0,12.429216196844383 +522,528458160,1766.0,0.0,0.0,NA,2,1Fam,3,2,1,0,5,645.0,1121.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,478.0,3,3,3,3,Attchd,1766.0,1,GasA,4,1Story,1,4,Lvl,2,9187.0,Inside,3,0.0,020,FV,162.0,Stone,NA,0.0,10,9.0,Somerst,130.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1766.0,325.0,3,195.0,2009,2009,2009,370878.0,12.823628446539173 +523,528458180,1448.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1348.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,692.0,2,3,2,3,Attchd,1448.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,FV,238.0,Stone,NA,0.0,6,5.0,Somerst,140.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1372.0,140.0,3,0.0,2006,2007,2009,238500.0,12.382124589310534 +524,528477050,1026.0,981.0,0.0,NA,3,1Fam,3,3,1,0,5,252.0,765.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,5,1,PConc,2,7,812.0,3,3,3,3,Attchd,2007.0,1,GasA,4,2Story,1,4,Lvl,2,11003.0,Inside,3,0.0,060,FV,160.0,Stone,NA,0.0,4,3.0,Somerst,52.0,4,9,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1017.0,220.0,3,168.0,2008,2008,2009,310000.0,12.644327576461329 +525,528477070,909.0,886.0,0.0,NA,3,1Fam,4,1,1,0,5,218.0,682.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,782.0,3,3,3,3,Attchd,1795.0,1,GasA,4,2Story,1,3,Lvl,2,10603.0,Inside,3,0.0,060,FV,121.0,Stone,NA,0.0,7,6.0,Somerst,45.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,900.0,213.0,3,168.0,2006,2006,2009,270000.0,12.506177237980511 +526,528480040,1082.0,871.0,0.0,NA,3,1Fam,3,2,0,0,4,1082.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,1043.0,3,3,2,3,Attchd,1953.0,1,GasA,4,2Story,1,3,Lvl,2,10574.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,5,4.0,Somerst,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1082.0,210.0,3,160.0,2005,2006,2009,252000.0,12.437184366493561 +527,528480130,1112.0,438.0,0.0,NA,2,1Fam,3,1,1,0,4,280.0,812.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,438.0,2,3,3,3,Attchd,1550.0,0,GasA,4,2Story,1,3,Lvl,2,8125.0,Inside,3,0.0,060,FV,100.0,Stone,NA,0.0,10,9.0,Somerst,168.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1092.0,168.0,3,0.0,2006,2007,2009,241000.0,12.392552212472792 +528,528480170,1836.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1836.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,517.0,2,3,3,3,Attchd,1836.0,0,GasA,4,1Story,1,3,Lvl,2,8125.0,Corner,3,0.0,020,FV,288.0,BrkFace,NA,0.0,10,9.0,Somerst,175.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1836.0,175.0,3,0.0,2008,2009,2009,264500.0,12.48559653028049 +529,528482040,1662.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,222.0,1430.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,711.0,3,3,2,3,Attchd,1662.0,0,GasA,4,1Story,1,4,Lvl,2,10625.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,3,2.0,Somerst,120.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1652.0,288.0,3,168.0,2006,2007,2009,291000.0,12.581078546153629 +530,528482130,912.0,1182.0,0.0,NA,4,1Fam,3,1,0,0,4,912.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,615.0,2,3,3,3,BuiltIn,2094.0,1,GasA,4,2Story,1,3,Lvl,2,9375.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,11,10.0,Somerst,182.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,912.0,364.0,3,182.0,2003,2004,2009,263000.0,12.479909311159902 +531,528488100,1221.0,0.0,0.0,Pave,2,1Fam,3,1,1,0,4,811.0,410.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,2,3,Attchd,1221.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,10,9.0,Somerst,113.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1221.0,113.0,3,0.0,2004,2005,2009,185000.0,12.128111104060462 +532,528490040,1553.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,422.0,771.0,360.0,6,5,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,0,0,PConc,2,7,588.0,2,3,2,3,Attchd,1553.0,0,GasA,4,1Story,1,3,Lvl,2,8736.0,Inside,2,0.0,020,FV,0.0,None,NA,0.0,8,7.0,Somerst,88.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1553.0,280.0,3,192.0,2003,2004,2009,234500.0,12.365210866868471 +533,528490070,812.0,841.0,0.0,NA,3,1Fam,3,1,1,0,4,402.0,410.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,628.0,2,3,2,3,Attchd,1653.0,1,GasA,4,2Story,1,3,Lvl,2,8127.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,3,2.0,Somerst,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,812.0,45.0,3,0.0,2003,2003,2009,209000.0,12.250089530946948 +534,531363010,1218.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1218.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,2,3,Detchd,1218.0,1,GasA,4,1Story,1,3,Lvl,2,9605.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,SawyerW,178.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1218.0,178.0,3,0.0,2007,2007,2009,159000.0,11.976659481202368 +535,531363030,1141.0,0.0,0.0,NA,3,1Fam,4,1,1,0,4,1087.0,54.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,484.0,2,3,2,3,Detchd,1141.0,1,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1141.0,182.0,3,182.0,2006,2006,2009,152000.0,11.931635799828413 +536,531363050,1158.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1158.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1158.0,1,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,SawyerW,50.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1158.0,50.0,3,0.0,2004,2004,2009,143500.0,11.874090314181814 +537,531369010,871.0,941.0,0.0,NA,3,1Fam,3,4,0,0,4,835.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,478.0,2,3,2,3,BuiltIn,1812.0,1,GasA,4,2Story,1,3,Lvl,2,10628.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,1,0.0,SawyerW,91.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,835.0,237.0,3,146.0,2004,2004,2009,193000.0,12.170445467887022 +538,531369020,1512.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,222.0,516.0,774.0,4,3,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,845.0,3,3,2,3,Attchd,1512.0,0,GasA,4,1Story,1,3,Lvl,2,10141.0,Inside,2,0.0,020,RL,264.0,BrkFace,NA,0.0,1,0.0,SawyerW,36.0,4,7,2,0.0,0,Tar&Grv,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1512.0,246.0,3,210.0,2004,2004,2009,203000.0,12.220961258023925 +540,531375040,1114.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1114.0,0.0,0.0,1,1,Y,RRAe,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1114.0,1,GasA,4,1Story,1,3,Lvl,2,13072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SawyerW,102.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1114.0,350.0,3,248.0,2004,2005,2009,159000.0,11.976659481202368 +541,531375090,1114.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1114.0,0.0,0.0,1,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1114.0,1,GasA,4,1Story,1,3,Lvl,2,13072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,SawyerW,39.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1114.0,39.0,3,0.0,2004,2004,2009,142000.0,11.863582336583399 +542,531375130,1114.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,278.0,836.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,576.0,2,3,1,3,Detchd,1114.0,0,GasA,4,1Story,1,3,Lvl,2,12450.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,SawyerW,42.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1114.0,42.0,3,0.0,2003,2004,2009,153000.0,11.938193200374572 +543,531376090,1450.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1450.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,788.0,3,3,2,3,Attchd,1450.0,0,GasA,4,1Story,1,3,Lvl,2,7328.0,Inside,3,0.0,020,RL,140.0,BrkFace,NA,0.0,2,1.0,SawyerW,93.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1450.0,93.0,3,0.0,2008,2009,2009,224243.0,12.32048556427219 +544,531379050,913.0,1209.0,0.0,NA,4,1Fam,3,1,1,0,4,276.0,637.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,559.0,2,3,2,3,Attchd,2122.0,1,GasA,4,2Story,1,3,Lvl,2,11492.0,CulDSac,2,0.0,060,RL,132.0,BrkFace,NA,0.0,4,3.0,SawyerW,74.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,913.0,74.0,3,0.0,1996,1997,2009,220000.0,12.301382825334498 +545,531382070,1844.0,0.0,0.0,NA,2,1Fam,4,1,1,0,4,868.0,976.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,620.0,2,3,3,3,Attchd,1844.0,0,GasA,4,1Story,1,3,Lvl,2,10994.0,Corner,2,0.0,020,RL,366.0,Stone,NA,0.0,9,8.0,SawyerW,44.0,4,7,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1844.0,209.0,3,165.0,2005,2006,2009,257000.0,12.456831363877356 +546,531385020,1434.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1434.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,527.0,2,3,2,3,Attchd,1434.0,0,GasA,4,1Story,1,3,Lvl,2,8529.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,SawyerW,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1454.0,329.0,3,290.0,2001,2001,2009,189000.0,12.14950229404178 +547,531450120,833.0,897.0,0.0,NA,3,1Fam,4,1,0,0,4,400.0,52.0,364.0,6,3,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,0,0,PConc,2,7,528.0,2,3,2,3,Attchd,1730.0,1,GasA,4,2Story,1,3,Lvl,2,7703.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,11,10.0,SawyerW,91.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,168.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,816.0,259.0,3,0.0,1992,1992,2009,171500.0,12.052338545588132 +548,531452010,626.0,591.0,0.0,NA,3,TwnhsE,3,1,0,0,4,626.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,1,7,288.0,1,3,2,3,Attchd,1217.0,1,GasA,2,2Story,1,2,Lvl,2,10762.0,Corner,3,0.0,160,RL,0.0,None,NA,0.0,4,3.0,SawyerW,28.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,626.0,28.0,3,0.0,1980,1980,2009,120000.0,11.695247021764184 +549,531452070,1332.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1332.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Plywood,ImStucc,0,0,0,PConc,2,7,542.0,2,3,2,3,Attchd,1332.0,0,GasA,3,1Story,1,3,Lvl,2,7175.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,2,1.0,SawyerW,60.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1332.0,60.0,3,0.0,1990,1991,2009,145000.0,11.884489021402711 +550,531452260,754.0,786.0,0.0,NA,3,1Fam,3,1,1,0,4,122.0,36.0,596.0,2,6,Y,RRAe,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,495.0,2,3,2,3,Attchd,1540.0,1,GasA,4,2Story,1,3,Lvl,2,9109.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,10,9.0,SawyerW,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,754.0,172.0,3,140.0,1994,1994,2009,184000.0,12.122691036591123 +551,531453100,698.0,702.0,0.0,NA,3,1Fam,3,1,0,0,4,345.0,331.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,465.0,2,3,2,3,Attchd,1400.0,1,GasA,2,2Story,1,2,Lvl,2,10274.0,CulDSac,2,0.0,060,RL,141.0,BrkFace,NA,0.0,7,6.0,SawyerW,48.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,676.0,48.0,3,0.0,1986,1986,2009,162000.0,11.99535161421452 +552,531475220,964.0,918.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,WdShing,0,3,2,Slab,2,7,612.0,2,3,1,3,Attchd,1882.0,0,GasA,2,2Story,2,2,Lvl,2,8250.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,5,4.0,SawyerW,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1981,1981,2009,160000.0,11.982929094215963 +553,531477020,841.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,721.0,0.0,0.0,1,1,Y,Feedr,Norm,4,24.0,1,1,Wd Sdng,AsbShng,0,0,0,CBlock,1,7,294.0,1,3,1,3,CarPort,841.0,0,GasA,3,1Story,1,2,Lvl,2,8400.0,Inside,3,0.0,020,RH,0.0,None,NA,0.0,9,8.0,SawyerW,0.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,721.0,274.0,3,250.0,1950,1950,2009,82000.0,11.314474526246391 +554,531479020,784.0,0.0,0.0,NA,2,1Fam,2,1,0,0,2,784.0,0.0,0.0,1,1,N,Norm,Norm,3,91.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,360.0,2,2,1,2,Detchd,784.0,0,GasA,2,1.5Unf,1,2,Lvl,2,9000.0,Corner,3,0.0,045,RH,0.0,None,NA,0.0,10,9.0,SawyerW,0.0,2,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,784.0,91.0,3,0.0,1928,1950,2009,76000.0,11.238488619268468 +555,532353020,980.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,28.0,68.0,884.0,2,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,1,7,400.0,2,3,1,3,Detchd,980.0,0,GasA,3,1Story,1,2,Lvl,2,9750.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Sawyer,28.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,980.0,28.0,3,0.0,1962,1962,2009,110000.0,11.608235644774552 +556,532353130,980.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,420.0,560.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,1,7,484.0,2,3,1,3,Detchd,980.0,0,GasA,2,1Story,1,2,Lvl,2,7064.0,Inside,3,0.0,020,RL,153.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,980.0,192.0,3,192.0,1977,1977,2009,135000.0,11.813030057420567 +557,532354160,864.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,204.0,660.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,732.0,2,3,1,3,Detchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,8499.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,312.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,312.0,3,0.0,1961,1961,2009,141000.0,11.856515169360305 +558,532354230,864.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,0.0,864.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Plywood,0,0,0,CBlock,1,7,440.0,1,3,1,3,Attchd,864.0,0,GasA,2,1Story,1,2,Lvl,2,9079.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,158.0,3,158.0,1961,1961,2009,122000.0,11.711776323715394 +559,532376070,1020.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,480.0,544.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,2,7,288.0,1,3,1,3,Attchd,1020.0,0,GasA,3,1Story,1,2,Lvl,2,9316.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Family,Oth,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1024.0,171.0,3,171.0,1965,1965,2009,124100.0,11.728842971192698 +560,532376110,912.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,288.0,624.0,0.0,5,1,Y,RRAe,Norm,4,0.0,3,3,Plywood,Plywood,2,0,0,CBlock,1,7,300.0,1,3,2,3,Attchd,912.0,0,GasA,4,1Story,1,3,Lvl,2,7791.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Sawyer,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,912.0,0.0,3,0.0,1963,1995,2009,129000.0,11.76756768334381 +561,532377130,1144.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,270.0,594.0,0.0,4,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,2,3,1,CBlock,1,7,264.0,1,3,2,3,Attchd,1144.0,0,GasA,4,1Story,1,2,Lvl,2,10000.0,Corner,3,0.0,020,RL,0.0,None,Shed,400.0,3,2.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,864.0,165.0,3,165.0,1961,1983,2009,131400.0,11.786001385032646 +562,532378120,864.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,0.0,553.0,311.0,3,4,Y,Norm,Norm,4,236.0,2,2,MetalSd,MetalSd,2,1,1,CBlock,1,7,360.0,1,3,1,3,Detchd,864.0,0,GasA,3,1Story,1,2,Lvl,2,8281.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,236.0,3,0.0,1965,1965,2009,62383.0,11.041048081342682 +563,532378180,912.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,182.0,140.0,590.0,2,4,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,252.0,1,3,1,3,Attchd,912.0,0,GasA,3,1Story,1,2,Lvl,2,7150.0,Inside,3,0.0,020,RL,60.0,BrkFace,NA,0.0,10,9.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,912.0,0.0,3,0.0,1962,1962,2009,123000.0,11.719939634354555 +564,532478020,2014.0,0.0,255.0,NA,2,1Fam,4,4,1,0,4,189.0,1733.0,92.0,5,3,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,3,4,2,CBlock,2,3,864.0,3,3,2,3,Attchd,2014.0,0,GasA,3,1Story,1,3,Low,2,15676.0,Inside,2,0.0,020,RL,115.0,BrkFace,NA,0.0,4,3.0,Veenker,0.0,7,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,2014.0,717.0,3,462.0,1980,1980,2009,275000.0,12.524526376648708 +565,533135020,975.0,780.0,0.0,NA,3,1Fam,3,1,0,1,4,158.0,601.0,216.0,6,5,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,4,3,1,PConc,2,7,524.0,2,3,1,3,Attchd,1755.0,1,GasA,4,2Story,1,3,Lvl,2,11949.0,Inside,3,0.0,060,RL,196.0,BrkFace,NA,0.0,7,6.0,NoRidge,60.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,975.0,562.0,3,502.0,1991,2008,2009,235000.0,12.367340793126296 +566,533206020,1376.0,1629.0,0.0,Pave,3,TwnhsI,3,1,0,0,4,1376.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,4,704.0,3,3,3,3,BuiltIn,3005.0,1,GasA,4,2Story,1,3,Lvl,2,2880.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,7,6.0,Somerst,177.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1376.0,177.0,3,0.0,2004,2005,2009,280750.0,12.54521987260069 +567,533210010,612.0,612.0,0.0,Pave,2,TwnhsE,3,3,0,0,4,612.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,528.0,2,3,2,3,Detchd,1224.0,1,GasA,4,2Story,1,3,Lvl,2,3951.0,Corner,3,0.0,160,FV,76.0,Stone,NA,0.0,6,5.0,Somerst,234.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,612.0,234.0,3,0.0,2009,2009,2009,164500.0,12.010665849187564 +568,533210020,612.0,612.0,0.0,Pave,2,TwnhsE,3,3,0,0,4,318.0,294.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,528.0,2,3,2,3,Detchd,1224.0,1,GasA,4,2Story,1,3,Lvl,2,3000.0,Inside,3,0.0,160,FV,76.0,Stone,NA,0.0,6,5.0,Somerst,234.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,612.0,234.0,3,0.0,2009,2009,2009,173733.0,12.065274916913605 +569,533213010,1726.0,0.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,1726.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,561.0,2,3,3,3,Attchd,1726.0,1,GasA,4,1Story,1,3,Lvl,2,3830.0,Inside,2,0.0,120,FV,280.0,Stone,NA,0.0,1,0.0,Somerst,254.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1726.0,254.0,3,0.0,2008,2008,2009,222000.0,12.310432660854417 +570,533213020,1256.0,0.0,0.0,Pave,1,TwnhsE,3,1,1,0,4,183.0,962.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,641.0,2,3,3,3,Attchd,1256.0,1,GasA,4,1Story,1,3,Lvl,2,4217.0,Inside,2,0.0,120,FV,252.0,Stone,NA,0.0,3,2.0,Somerst,169.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1145.0,169.0,3,0.0,2008,2008,2009,195000.0,12.180754837545884 +571,533213040,742.0,729.0,0.0,Pave,3,TwnhsE,3,1,0,0,4,348.0,381.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1471.0,1,GasA,3,2Story,1,2,Lvl,2,3230.0,Inside,3,0.0,160,FV,894.0,BrkFace,NA,0.0,3,2.0,Somerst,24.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,729.0,24.0,3,0.0,1999,1999,2009,172500.0,12.058152515453552 +572,533221040,756.0,756.0,0.0,NA,2,TwnhsE,3,1,1,0,4,249.0,507.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1512.0,1,GasA,4,2Story,1,3,Lvl,2,2998.0,Inside,3,0.0,160,FV,513.0,BrkFace,NA,0.0,8,7.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.5,1.7416573867739413,756.0,32.0,3,0.0,2000,2000,2009,180000.0,12.100712129872347 +573,533223030,713.0,739.0,0.0,NA,3,TwnhsE,3,1,1,0,4,142.0,549.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,506.0,2,3,1,3,Detchd,1452.0,1,GasA,4,2Story,1,3,Lvl,2,3768.0,FR2,3,0.0,160,FV,218.0,BrkFace,NA,0.0,9,8.0,Somerst,34.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,691.0,34.0,3,0.0,1999,1999,2009,156000.0,11.957611286231675 +574,533236050,983.0,756.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,321.0,649.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,3,3,Attchd,1739.0,1,GasA,4,2Story,1,3,Lvl,2,2645.0,Inside,3,0.0,160,FV,456.0,BrkFace,NA,0.0,8,7.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,970.0,115.0,3,115.0,1999,2000,2009,172500.0,12.058152515453552 +575,533252040,1694.0,0.0,225.0,NA,2,1Fam,4,4,1,0,4,306.0,1252.0,136.0,6,5,Y,Norm,Norm,4,0.0,4,4,MetalSd,MetalSd,0,4,1,CBlock,2,7,642.0,2,3,3,3,Attchd,1694.0,0,GasA,4,1Story,1,4,Lvl,2,14694.0,Inside,2,0.0,020,RL,450.0,BrkFace,NA,0.0,6,5.0,Veenker,120.0,8,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1694.0,846.0,3,501.0,1977,2008,2009,318750.0,12.672162375454773 +576,533253070,1226.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,266.0,960.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Plywood,0,3,2,CBlock,1,7,484.0,2,3,3,3,Attchd,1226.0,0,GasA,2,1Story,1,3,Lvl,2,3782.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,9,8.0,Greens,78.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1226.0,211.0,3,133.0,1981,1981,2009,211500.0,12.261980277468469 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+579,533352150,1620.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,165.0,1116.0,0.0,4,1,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,2,3,1,CBlock,2,6,490.0,2,3,1,3,Attchd,1620.0,0,GasA,4,1Story,1,2,Lvl,2,9991.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,78.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1281.0,198.0,3,120.0,1976,1993,2009,150000.0,11.918390573078392 +580,534125080,829.0,727.0,0.0,NA,4,1Fam,3,1,0,0,3,429.0,298.0,0.0,3,1,Y,RRAn,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,441.0,2,3,1,3,Attchd,1556.0,1,GasA,4,2Story,1,2,Lvl,2,11700.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,727.0,0.0,3,0.0,1968,1968,2009,154000.0,11.944707881395766 +581,534127130,1442.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1442.0,0.0,0.0,1,1,Y,PosA,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,615.0,2,3,2,3,Attchd,1442.0,0,GasA,2,1Story,1,2,Lvl,2,11717.0,Inside,2,0.0,020,RL,571.0,BrkFace,NA,0.0,2,1.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1442.0,371.0,3,371.0,1970,1970,2009,185000.0,12.128111104060462 +582,534127170,1489.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1489.0,0.0,0.0,1,1,Y,PosN,Norm,4,0.0,2,2,BrkFace,BrkFace,0,4,1,CBlock,2,7,462.0,2,3,2,3,Attchd,1489.0,0,GasA,3,1Story,1,3,Lvl,2,9156.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,NWAmes,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1489.0,0.0,3,0.0,1968,1968,2009,185750.0,12.132156962580005 +583,534128010,1107.0,983.0,0.0,NA,3,1Fam,3,2,1,0,4,216.0,859.0,32.0,5,4,Y,PosN,Norm,4,228.0,2,2,HdBoard,HdBoard,0,3,2,CBlock,2,7,484.0,2,3,2,3,Attchd,2090.0,1,GasA,4,2Story,1,2,Lvl,2,10382.0,Corner,2,0.0,060,RL,240.0,Stone,Shed,350.0,11,10.0,NWAmes,204.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1107.0,667.0,3,235.0,1973,1973,2009,200000.0,12.206072645530174 +584,534128020,1285.0,782.0,0.0,NA,3,1Fam,3,2,0,0,3,150.0,560.0,42.0,6,2,Y,PosN,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,CBlock,2,7,784.0,2,3,2,3,Attchd,2067.0,1,GasA,2,2Story,1,3,Lvl,2,12732.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NWAmes,40.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,752.0,337.0,3,297.0,1974,1974,2009,206000.0,12.235631447771718 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Sdng,0,4,1,CBlock,2,7,457.0,2,3,1,3,Attchd,1342.0,0,GasA,2,1Story,1,2,Lvl,2,9790.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,197.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1372.0,197.0,3,0.0,1967,1967,2009,161500.0,11.992260421644849 +600,534275060,894.0,0.0,360.0,NA,2,1Fam,3,1,1,0,3,160.0,734.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,2,1,1,CBlock,1,7,396.0,2,3,1,3,Detchd,894.0,0,GasA,3,1Story,1,2,Lvl,2,7436.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,360.0,3,0.0,1960,1960,2009,141500.0,11.86005499606543 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Sdng,3,4,1,CBlock,1,7,768.0,3,3,2,3,Attchd,1362.0,0,GasA,2,1Story,1,2,Lvl,2,9450.0,Corner,2,0.0,020,RL,160.0,BrkFace,NA,0.0,5,4.0,Names,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,84.0,3,0.0,1957,1957,2009,140000.0,11.84939770159144 +604,534278070,1728.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,222.0,625.0,201.0,4,2,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,2,6,576.0,2,3,1,3,Detchd,1728.0,0,GasA,1,1Story,1,2,Lvl,2,13495.0,Corner,2,0.0,020,RL,70.0,BrkFace,NA,0.0,7,6.0,Names,99.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1048.0,99.0,3,0.0,1956,1956,2009,177625.0,12.087429865399402 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Sdng,3,3,1,CBlock,1,7,610.0,2,3,2,3,Attchd,1313.0,1,GasA,2,1Story,1,3,Lvl,2,9350.0,Inside,3,0.0,020,RL,217.0,BrkFace,NA,0.0,2,1.0,Names,28.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,121.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1313.0,321.0,3,172.0,1961,1995,2009,153000.0,11.938193200374572 +608,534402060,1292.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,294.0,998.0,0.0,2,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,4,2,CBlock,1,7,520.0,2,3,1,3,Detchd,1292.0,1,GasA,2,1Story,1,2,Lvl,2,10500.0,Inside,2,0.0,020,RL,144.0,Stone,NA,0.0,7,6.0,Names,32.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,COD,92.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1292.0,124.0,3,0.0,1964,1964,2009,145100.0,11.885178438872279 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Sdng,0,3,1,CBlock,1,7,505.0,2,3,2,3,Attchd,1505.0,0,GasA,4,1Story,1,2,Lvl,2,12160.0,Inside,3,0.0,020,RL,90.0,BrkFace,NA,0.0,2,1.0,Names,0.0,3,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1505.0,162.0,3,0.0,1953,1953,2009,149500.0,11.915051671812877 +618,534475250,1691.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,507.0,1173.0,0.0,3,1,Y,Feedr,Norm,4,260.0,2,3,BrkComm,BrkComm,3,0,0,CBlock,1,7,550.0,2,3,1,4,Attchd,1691.0,0,GasA,2,1Story,1,2,Lvl,2,9900.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,67.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1680.0,327.0,3,0.0,1967,1967,2009,175000.0,12.072541252905651 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Sdng,0,3,2,CBlock,1,2,576.0,2,3,2,3,Attchd,1392.0,0,GasA,3,1Story,1,2,Lvl,2,13560.0,Corner,3,0.0,020,RL,216.0,BrkFace,NA,0.0,7,6.0,Names,0.0,2,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1392.0,240.0,3,0.0,1968,1968,2009,110000.0,11.608235644774552 +630,535150070,1281.0,457.0,0.0,NA,4,1Fam,2,1,0,0,3,715.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,3,2,VinylSd,VinylSd,0,4,1,BrkTil,2,7,368.0,1,3,1,3,Attchd,1738.0,0,GasA,3,1.5Fin,1,2,Lvl,2,12513.0,FR2,2,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,715.0,55.0,3,55.0,1920,2007,2009,104900.0,11.560762794384388 +631,535151040,1144.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,313.0,856.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1144.0,0,GasA,2,1Story,1,2,Lvl,2,8760.0,Inside,3,0.0,020,RL,164.0,BrkFace,NA,0.0,6,5.0,Names,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1169.0,257.0,3,257.0,1956,1956,2009,150000.0,11.918390573078392 +632,535152230,1478.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,628.0,189.0,661.0,5,3,Y,Norm,Norm,4,0.0,2,2,BrkFace,BrkFace,0,4,2,CBlock,1,7,442.0,2,3,2,3,Attchd,1478.0,1,GasA,3,1Story,1,2,Lvl,2,8400.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,2,5,2,0.0,0,CompShg,Hip,Normal,WD,216.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1478.0,330.0,3,114.0,1957,1957,2009,156500.0,11.960811288962345 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Sdng,3,4,1,CBlock,2,6,338.0,1,3,2,3,Attchd,1632.0,0,GasA,3,1Story,1,2,Lvl,2,9600.0,Inside,3,0.0,020,RL,183.0,BrkCmn,NA,0.0,4,3.0,Names,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1240.0,289.0,3,289.0,1958,1988,2009,139000.0,11.842229212112828 +636,535175050,1215.0,0.0,0.0,NA,3,1Fam,2,1,0,0,3,630.0,585.0,0.0,3,1,Y,Feedr,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,297.0,1,3,1,3,Attchd,1215.0,0,GasA,2,1Story,1,2,Lvl,2,12400.0,Inside,2,0.0,020,RL,176.0,BrkFace,NA,0.0,6,5.0,Names,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,234.0,Pave,6,1.791759469228055,1.0,0.0,1215.0,234.0,3,0.0,1958,1998,2009,155000.0,11.951180395901384 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Sdng,0,3,1,CBlock,1,7,498.0,2,3,3,3,Attchd,1297.0,0,GasA,3,1Story,1,2,Lvl,2,8532.0,Inside,3,0.0,020,RL,650.0,BrkFace,NA,0.0,10,9.0,Names,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1297.0,0.0,3,0.0,1954,1990,2009,153000.0,11.938193200374572 +642,535302120,1866.0,0.0,0.0,NA,4,Duplx,3,1,0,0,3,1866.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,2,7,495.0,2,2,1,3,Detchd,1866.0,0,GasA,4,1Story,2,2,Lvl,2,9482.0,Inside,3,0.0,090,RL,657.0,BrkFace,NA,0.0,12,11.0,Names,0.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1866.0,0.0,3,0.0,1958,1958,2009,135000.0,11.813030057420567 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Sdng,0,3,2,CBlock,1,6,288.0,1,3,1,3,CarPort,1363.0,0,GasA,4,1Story,1,2,Lvl,2,14559.0,Inside,3,0.0,020,RL,70.0,BrkCmn,Shed,2000.0,6,5.0,Names,42.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,168.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1008.0,534.0,3,324.0,1951,2000,2009,164900.0,12.01309450854769 +648,535352090,793.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,93.0,700.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,793.0,0,GasA,2,1Story,1,1,Lvl,2,8480.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,793.0,0.0,3,0.0,1945,1950,2009,113000.0,11.635143097694478 +649,535353040,1031.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,100.0,931.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,230.0,1,3,1,3,Attchd,1031.0,0,GasA,3,1Story,1,3,Lvl,2,7626.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Names,0.0,7,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1031.0,0.0,3,0.0,1952,2005,2009,145500.0,11.887931365593685 +650,535353060,1210.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,3,100.0,2,2,Wd Sdng,Wd Sdng,3,0,0,Slab,1,7,616.0,1,3,3,3,Attchd,1210.0,1,GasA,2,1Story,1,2,Lvl,2,9533.0,Inside,3,0.0,020,RL,140.0,BrkFace,NA,0.0,8,7.0,Names,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,ConLD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,0.0,308.0,3,208.0,1953,1953,2009,102900.0,11.541512921822141 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Sdng,2,0,0,CBlock,1,7,246.0,1,3,3,3,Attchd,1200.0,0,GasA,2,1Story,1,2,Lvl,2,9600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1200.0,126.0,3,126.0,1950,1950,2009,129900.0,11.77452020265869 +654,535354100,972.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,292.0,680.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,4,1,CBlock,1,7,240.0,1,3,1,3,Detchd,972.0,0,GasA,4,1Story,1,2,Lvl,2,8000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,972.0,0.0,3,0.0,1948,2002,2009,132000.0,11.790557201568507 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Sdng,0,0,0,BrkTil,1,7,576.0,2,3,3,3,Detchd,846.0,0,GasA,2,1Story,1,3,Lvl,2,10800.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,720.0,0.0,3,0.0,1920,1950,2009,106000.0,11.571194373094205 +666,535383120,725.0,0.0,0.0,Grvl,1,1Fam,3,1,0,0,3,630.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,320.0,1,3,1,3,Detchd,725.0,1,GasA,2,1Story,1,2,Lvl,2,10800.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,11,10.0,OldTown,30.0,4,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,630.0,30.0,3,0.0,1890,1998,2009,78500.0,11.2708539037705 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Sdng,3,0,0,PConc,1,7,440.0,2,3,1,3,Detchd,1230.0,1,GasA,3,2Story,1,2,Lvl,2,10440.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,440.0,202.0,3,74.0,1910,1981,2009,110000.0,11.608235644774552 +694,902103100,861.0,517.0,0.0,Grvl,3,1Fam,3,1,0,0,3,901.0,0.0,0.0,1,1,Y,Norm,Norm,4,40.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,162.0,1,2,1,2,Detchd,1378.0,0,GasA,3,1.5Fin,1,3,Lvl,2,4080.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,7,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,901.0,94.0,3,54.0,1935,1998,2009,128900.0,11.766792188927278 +695,902103120,972.0,972.0,0.0,Grvl,4,Duplx,3,2,1,0,3,339.0,633.0,0.0,2,1,N,Norm,Norm,3,169.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,324.0,2,3,1,2,Detchd,1944.0,0,GasA,3,2Story,2,2,Lvl,2,10307.0,Inside,3,0.0,090,RM,0.0,None,NA,0.0,6,5.0,OldTown,28.0,4,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,12,2.4849066497880004,3.0,1.4641016151377544,972.0,197.0,3,0.0,1910,1950,2009,103500.0,11.547326891687561 +696,902103170,676.0,455.0,0.0,NA,3,1Fam,3,1,0,0,3,676.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,200.0,1,3,1,3,Detchd,1131.0,1,GasA,4,1.5Fin,1,2,Lvl,2,5720.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,676.0,26.0,3,26.0,1941,1950,2009,66500.0,11.104957226643945 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Sdng,3,4,1,BrkTil,1,7,400.0,2,3,1,3,Detchd,1558.0,1,GasA,2,2Story,1,2,Lvl,2,6406.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,10,9.0,OldTown,36.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,182.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,690.0,218.0,3,0.0,1939,1950,2009,150000.0,11.918390573078392 +700,902106060,1378.0,994.0,0.0,NA,4,1Fam,3,1,0,0,3,994.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,Stone,2,5,432.0,1,3,2,3,Attchd,2372.0,0,GasA,2,2Story,2,2,Lvl,2,6600.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,12,11.0,OldTown,287.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,994.0,287.0,3,0.0,1892,1965,2009,107500.0,11.585246126549855 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Sdng,0,0,0,CBlock,2,7,256.0,1,3,1,3,BuiltIn,1387.0,0,GasA,2,1.5Fin,2,3,Lvl,2,6000.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,11,10.0,OldTown,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,811.0,0.0,3,0.0,1954,1954,2009,93000.0,11.440354772135393 +708,902204080,861.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,861.0,0.0,0.0,1,1,Y,Norm,Norm,4,128.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,288.0,2,3,1,3,Detchd,861.0,0,GasA,2,1Story,1,2,Lvl,2,7404.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,11,10.0,OldTown,0.0,5,3,0,0.0,0,CompShg,Gable,Normal,Oth,0.0,Pave,5,1.6094379124341003,1.0,0.0,861.0,128.0,3,0.0,1920,1950,2009,80000.0,11.289781913656018 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+715,902301080,720.0,564.0,0.0,Grvl,2,1Fam,3,1,0,0,3,408.0,312.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,AsbShng,AsbShng,1,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1284.0,1,GasA,2,1.5Fin,1,2,Lvl,2,3500.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,OldTown,35.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,720.0,35.0,3,0.0,1947,1950,2009,110000.0,11.608235644774552 +716,902325070,1075.0,1063.0,0.0,NA,2,1Fam,3,1,0,0,3,849.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,AsbShng,AsbShng,3,0,0,PConc,2,7,360.0,2,1,1,2,Detchd,2138.0,0,GasA,2,2.5Unf,3,2,Lvl,2,8100.0,Corner,3,0.0,075,RM,0.0,None,NA,0.0,11,10.0,OldTown,156.0,4,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,849.0,196.0,3,40.0,1898,1965,2009,106000.0,11.571194373094205 +717,902326030,1320.0,1320.0,0.0,Pave,4,1Fam,2,1,0,0,3,1240.0,0.0,0.0,1,1,N,Norm,Norm,4,386.0,2,3,Stucco,Stucco,0,4,1,Stone,1,7,864.0,4,3,1,3,Detchd,2640.0,1,GasW,2,2Story,1,3,Lvl,2,11700.0,Corner,2,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,6,0,0.0,0,CompShg,Mansard,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,1240.0,567.0,3,181.0,1880,2003,2009,265979.0,12.491172637278908 +718,902327070,1090.0,917.0,0.0,NA,3,1Fam,4,2,0,0,2,917.0,0.0,0.0,1,1,Y,Artery,Norm,3,0.0,2,2,Stucco,BrkFace,0,0,0,BrkTil,2,7,357.0,1,3,1,3,Detchd,2007.0,0,GasA,3,2Story,1,4,Lvl,2,8400.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,235.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,917.0,235.0,3,0.0,1900,1950,2009,160000.0,11.982929094215963 +719,902329080,664.0,624.0,0.0,Grvl,3,1Fam,3,1,1,0,3,624.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Stucco,Stucco,0,4,1,BrkTil,1,7,280.0,1,3,1,3,Attchd,1288.0,0,GasA,4,2Story,1,4,Lvl,2,3600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,103.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,624.0,103.0,3,0.0,1917,2007,2009,119000.0,11.686878772093667 +720,902330040,916.0,826.0,0.0,Grvl,4,1Fam,3,1,0,0,3,700.0,216.0,0.0,4,1,Y,Artery,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,424.0,2,3,1,3,Attchd,1742.0,1,GasA,3,2Story,1,3,Lvl,2,17671.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,11,10.0,OldTown,169.0,8,7,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,916.0,169.0,3,0.0,1882,1986,2009,168000.0,12.031719258385396 +721,902331010,816.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,624.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Stucco,Stucco,0,4,1,BrkTil,1,7,0.0,0,0,0,0,NA,816.0,0,GasA,4,1Story,1,2,Lvl,2,3300.0,Inside,3,0.0,030,C,0.0,None,NA,0.0,6,5.0,OldTown,33.0,2,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,624.0,33.0,3,0.0,1910,1950,2009,58500.0,10.976782033219948 +722,902401130,832.0,650.0,0.0,NA,3,1Fam,3,1,0,1,3,26.0,624.0,0.0,5,1,Y,Artery,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,324.0,2,3,1,3,Detchd,1482.0,0,GasA,4,2Story,1,2,Lvl,2,9000.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,8,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,650.0,0.0,3,0.0,1920,1988,2009,143000.0,11.870599909242044 +723,902402150,1022.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,310.0,247.0,465.0,5,3,N,Norm,Norm,4,226.0,2,2,MetalSd,Stucco,0,0,0,BrkTil,1,2,280.0,1,3,1,3,Detchd,1022.0,0,GasW,2,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,30.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1022.0,256.0,3,0.0,1910,2006,2009,85000.0,11.350406535472453 +724,902405100,1188.0,561.0,0.0,NA,2,1Fam,3,1,0,0,3,0.0,1088.0,0.0,2,1,Y,Norm,Norm,4,244.0,2,2,VinylSd,VinylSd,1,0,0,BrkTil,1,7,456.0,2,3,1,3,Detchd,1869.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8820.0,Corner,3,120.0,050,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1088.0,292.0,3,48.0,1890,1996,2009,124900.0,11.73526869611367 +725,902405120,1044.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,972.0,0.0,0.0,1,1,Y,Norm,Norm,4,176.0,2,1,MetalSd,MetalSd,0,0,0,BrkTil,1,7,207.0,1,3,1,2,Detchd,1480.0,0,GasA,4,1.5Fin,1,2,Lvl,2,5400.0,Inside,3,436.0,050,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Gable,Family,ConLI,0.0,Pave,6,1.791759469228055,1.0,0.0,972.0,176.0,3,0.0,1920,1950,2009,119000.0,11.686878772093667 +726,902406070,780.0,741.0,0.0,Grvl,4,1Fam,3,1,0,0,3,741.0,0.0,0.0,1,1,Y,Norm,Norm,4,238.0,2,2,MetalSd,MetalSd,3,0,0,PConc,1,7,640.0,3,3,1,3,Detchd,1521.0,0,GasA,4,2Story,1,3,Lvl,2,9720.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,741.0,238.0,3,0.0,1910,2002,2009,146500.0,11.894780707439258 +727,902477120,720.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,225.0,495.0,0.0,3,1,N,Norm,Norm,3,115.0,2,2,Wd Sdng,Wd Sdng,2,0,0,CBlock,1,7,0.0,0,0,0,0,NA,720.0,0,GasA,2,1Story,1,2,Lvl,2,7879.0,Inside,3,0.0,030,C,0.0,None,NA,0.0,11,10.0,IDOTRR,523.0,4,3,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,720.0,638.0,3,0.0,1920,1950,2009,34900.0,10.460242108190519 +728,902477130,797.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,245.0,0.0,0.0,1,1,N,Norm,Norm,4,94.0,1,2,AsbShng,AsbShng,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,797.0,0,GasA,2,1Story,1,2,Lvl,2,9392.0,Corner,3,0.0,030,C,0.0,None,NA,0.0,9,8.0,IDOTRR,36.0,2,2,0,0.0,0,CompShg,Mansard,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,245.0,130.0,3,0.0,1900,1950,2009,44000.0,10.691944912900398 +729,903200080,1072.0,504.0,0.0,NA,3,1Fam,3,4,2,0,3,15.0,1309.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,528.0,2,3,2,3,Attchd,1576.0,1,GasA,4,2Story,1,3,Lvl,2,21384.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,BrkSide,312.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,1324.0,312.0,3,0.0,1923,2004,2009,223500.0,12.31716669303576 +730,903201020,1432.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1022.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,2,4,1,BrkTil,1,7,216.0,1,3,1,2,BuiltIn,1432.0,0,GasA,2,1Story,1,3,Lvl,2,6615.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,9,8.0,BrkSide,61.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1022.0,327.0,3,266.0,1923,1950,2009,149000.0,11.911701584927597 +731,903201080,952.0,596.0,0.0,NA,3,1Fam,3,1,0,0,3,952.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,672.0,2,3,1,3,Detchd,1548.0,1,GasW,3,1.5Fin,1,4,Lvl,2,7264.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,BrkSide,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,952.0,218.0,3,74.0,1925,2007,2009,205000.0,12.230765258120545 +732,903202170,1001.0,653.0,0.0,NA,3,1Fam,3,1,0,0,3,297.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,WdShing,WdShing,0,4,1,CBlock,2,7,336.0,1,3,1,3,Detchd,1654.0,0,GasA,4,1.5Fin,1,2,Lvl,2,4960.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,BrkSide,60.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,297.0,304.0,3,244.0,1930,1982,2009,137000.0,11.827736204810263 +733,903205040,952.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,952.0,0.0,0.0,1,1,N,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,192.0,1,1,1,2,Detchd,952.0,0,Grav,1,1.5Unf,1,1,Lvl,2,8854.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,5,4.0,BrkSide,98.0,5,5,1,0.0,0,CompShg,Gable,Normal,WD,40.0,Pave,4,1.3862943611198906,1.0,0.0,952.0,138.0,3,0.0,1916,1950,2009,121000.0,11.703545824578878 +734,903226130,757.0,567.0,0.0,NA,3,1Fam,3,1,0,0,3,0.0,672.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,1324.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,672.0,0.0,3,0.0,1936,1950,2009,128000.0,11.759785542901755 +735,903226170,786.0,390.0,0.0,NA,2,1Fam,3,1,0,0,3,698.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,BrkTil,1,7,624.0,2,3,1,3,Detchd,1176.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,8,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,698.0,210.0,3,210.0,1937,2000,2009,134900.0,11.812289042195847 +736,903227070,884.0,464.0,0.0,NA,3,1Fam,3,1,1,0,3,884.0,0.0,0.0,1,1,Y,Norm,Norm,4,208.0,2,2,Wd Sdng,Wd Sdng,0,2,1,BrkTil,1,7,216.0,1,3,1,3,Detchd,1348.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,884.0,208.0,3,0.0,1925,1997,2009,117000.0,11.669929213779893 +737,903227090,825.0,587.0,0.0,NA,4,1Fam,3,1,0,0,3,780.0,0.0,0.0,1,1,Y,Norm,Norm,2,0.0,1,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,280.0,1,3,1,3,Detchd,1412.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,780.0,45.0,3,45.0,1939,1950,2009,132500.0,11.794337924408413 +738,903228070,822.0,320.0,0.0,NA,3,1Fam,3,1,0,0,3,248.0,220.0,0.0,3,1,Y,Norm,Norm,4,98.0,2,2,Stucco,Stucco,0,0,0,BrkTil,1,7,320.0,1,3,3,3,Attchd,1142.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6000.0,Corner,3,0.0,050,RM,444.0,BrkFace,NA,0.0,6,5.0,BrkSide,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,468.0,98.0,3,0.0,1924,1950,2009,93000.0,11.440354772135393 +739,903228120,904.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,884.0,0.0,0.0,1,1,Y,Norm,Norm,4,105.0,2,3,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,180.0,1,3,1,3,Detchd,904.0,0,GasA,3,1.5Unf,1,2,Lvl,2,6000.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,1,0.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,884.0,105.0,3,0.0,1926,2004,2009,119000.0,11.686878772093667 +740,903230100,1301.0,0.0,0.0,NA,2,1Fam,3,2,0,0,3,740.0,405.0,0.0,2,1,Y,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,6,440.0,2,3,1,3,Detchd,1301.0,0,GasA,2,1Story,1,1,Lvl,2,6911.0,FR2,3,0.0,030,RM,0.0,None,NA,0.0,10,9.0,BrkSide,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1145.0,0.0,3,0.0,1924,1950,2009,100000.0,11.512925464970229 +741,903231010,1067.0,472.0,0.0,NA,3,1Fam,3,1,0,0,3,927.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,1,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,7,576.0,2,3,1,3,Detchd,1539.0,1,GasA,2,1.5Fin,1,2,Lvl,2,6120.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,927.0,112.0,3,112.0,1936,1950,2009,141500.0,11.86005499606543 +742,903231030,989.0,584.0,0.0,NA,3,1Fam,3,1,0,0,3,884.0,0.0,0.0,1,1,Y,Norm,Norm,4,54.0,2,2,AsbShng,AsbShng,0,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,1573.0,0,GasA,4,1.5Fin,1,3,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,120.0,Pave,6,1.791759469228055,1.0,0.0,884.0,174.0,3,0.0,1935,1995,2009,133000.0,11.79810440720389 +743,903231060,800.0,0.0,0.0,NA,1,1Fam,2,1,0,0,3,264.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,1,1,AsbShng,AsbShng,0,1,1,BrkTil,1,3,0.0,0,0,0,0,NA,800.0,0,Grav,1,1Story,1,1,Lvl,2,6120.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,1,0.0,BrkSide,0.0,2,1,0,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,4,1.3862943611198906,1.0,0.0,264.0,0.0,3,0.0,1936,1950,2009,60000.0,11.002099841204238 +744,903231130,875.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,506.0,209.0,0.0,4,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,180.0,1,3,1,2,Detchd,875.0,0,GasA,2,1Story,1,2,Lvl,2,6120.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,11,10.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,715.0,48.0,3,48.0,1931,1993,2009,105000.0,11.56171562913966 +745,903232060,995.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,960.0,0.0,0.0,1,1,Y,Norm,Norm,4,51.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,264.0,1,3,1,3,Detchd,995.0,0,GasA,3,1Story,1,2,Lvl,2,6120.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,BrkSide,15.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,960.0,66.0,3,0.0,1925,1999,2009,115000.0,11.652687407345388 +746,903234220,994.0,588.0,150.0,NA,3,1Fam,2,1,0,0,3,679.0,273.0,0.0,2,1,Y,Norm,Norm,3,34.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,250.0,1,3,1,2,Detchd,1582.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,2,1.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,952.0,373.0,3,189.0,1938,1950,2009,150000.0,11.918390573078392 +747,903236040,1072.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,938.0,134.0,0.0,2,1,Y,Norm,Norm,4,105.0,1,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,1184.0,5,3,1,2,Detchd,1072.0,0,GasA,2,1Story,1,2,Lvl,2,8635.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,8,7.0,BrkSide,0.0,4,4,1,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1072.0,105.0,3,0.0,1925,1950,2009,126500.0,11.747997587149712 +748,903400220,1445.0,689.0,0.0,Pave,5,1Fam,3,1,0,0,3,844.0,0.0,0.0,1,1,N,PosN,Norm,3,268.0,2,2,Wd Sdng,WdShing,0,0,0,BrkTil,2,7,441.0,2,3,1,3,Detchd,2134.0,0,GasA,3,2.5Unf,1,3,Bnk,2,11888.0,Inside,2,0.0,075,RL,0.0,None,NA,0.0,7,6.0,BrkSide,60.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,844.0,328.0,3,0.0,1916,1994,2009,214500.0,12.27606501735021 +749,903425245,1136.0,883.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,N,RRAn,Feedr,4,0.0,3,2,HdBoard,HdBoard,4,0,0,BrkTil,1,7,532.0,2,3,1,3,Detchd,2019.0,0,GasA,2,2Story,1,3,Lvl,2,11414.0,Corner,2,0.0,070,RL,0.0,None,NA,0.0,10,9.0,BrkSide,135.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,728.0,644.0,3,509.0,1910,1993,2009,167500.0,12.028738630247258 +750,903427120,1048.0,720.0,0.0,Grvl,3,1Fam,3,1,0,0,3,1048.0,0.0,0.0,1,1,Y,Norm,Norm,3,150.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,576.0,2,2,1,2,Detchd,1768.0,0,GasA,3,2Story,1,2,Lvl,2,8094.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1048.0,150.0,3,0.0,1915,1950,2009,155000.0,11.951180395901384 +751,903429080,916.0,910.0,0.0,Pave,4,1Fam,3,1,1,0,3,611.0,299.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,Stucco,Stucco,0,4,1,PConc,1,5,164.0,1,2,1,2,Attchd,1826.0,1,GasA,4,2Story,1,4,Lvl,2,2500.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,910.0,0.0,3,0.0,1915,2005,2009,155000.0,11.951180395901384 +752,903429110,1272.0,672.0,0.0,Grvl,3,1Fam,3,1,0,0,3,672.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,5,216.0,1,3,1,3,Detchd,1944.0,0,GasA,1,2Story,1,2,Lvl,2,9928.0,Inside,3,0.0,070,RM,0.0,None,Shed,400.0,6,5.0,OldTown,28.0,7,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,672.0,52.0,3,24.0,1915,1994,2009,179900.0,12.100156419938624 +753,903430060,929.0,929.0,0.0,NA,5,1Fam,3,1,0,0,3,755.0,0.0,0.0,1,1,Y,Norm,Norm,4,30.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,2229.0,0,GasA,4,2.5Fin,1,2,Lvl,2,5520.0,Corner,3,371.0,075,RM,0.0,None,NA,0.0,7,6.0,OldTown,198.0,5,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,755.0,228.0,3,0.0,1912,1950,2009,104000.0,11.55214617812351 +754,903430070,1088.0,1040.0,0.0,Grvl,4,Duplx,2,1,0,0,3,1040.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,2,1,0.0,0,0,0,0,NA,2128.0,0,GasA,2,2Story,2,2,Bnk,2,3000.0,Inside,3,0.0,090,RM,0.0,None,NA,0.0,9,8.0,OldTown,56.0,0,4,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,1040.0,56.0,3,0.0,1922,1950,2009,62500.0,11.042921835724492 +755,903451090,1146.0,784.0,0.0,NA,4,1Fam,2,1,1,0,3,198.0,522.0,0.0,4,1,Y,Norm,Norm,4,213.0,2,2,Plywood,Plywood,3,0,0,CBlock,2,7,316.0,1,3,1,3,Attchd,1930.0,0,GasA,1,2Story,1,2,Lvl,2,6876.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,720.0,213.0,3,0.0,1927,1950,2009,149000.0,11.911701584927597 +756,903458170,848.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,628.0,152.0,0.0,4,1,Y,Norm,Norm,3,112.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,539.0,2,3,1,3,Detchd,1208.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,360.0,030,RM,0.0,None,NA,0.0,1,0.0,IDOTRR,23.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,780.0,135.0,3,0.0,1925,1950,2009,103000.0,11.542484267211773 +757,903475100,741.0,686.0,0.0,NA,3,1Fam,3,1,0,0,3,483.0,0.0,0.0,1,1,Y,Feedr,Norm,4,112.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,379.0,1,3,1,3,Attchd,1427.0,0,GasA,4,2Story,1,3,Bnk,1,5775.0,Corner,1,0.0,070,RM,0.0,None,NA,0.0,2,1.0,OldTown,24.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,483.0,136.0,3,0.0,1915,2002,2009,123000.0,11.719939634354555 +758,903476090,978.0,886.0,0.0,NA,6,2FmCon,2,1,0,0,3,851.0,169.0,0.0,3,1,N,Feedr,Norm,2,102.0,1,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,1864.0,1,GasA,2,2.5Unf,1,2,Bnk,2,5852.0,Corner,0,0.0,190,RM,188.0,Stone,NA,0.0,5,4.0,OldTown,188.0,4,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1020.0,290.0,3,0.0,1902,2000,2009,97500.0,11.487607656985938 +759,903481120,1204.0,462.0,0.0,NA,3,1Fam,3,1,0,0,3,1204.0,0.0,0.0,1,1,Y,Norm,Norm,3,148.0,1,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,384.0,1,3,1,2,Detchd,1666.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5160.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,1204.0,148.0,3,0.0,1927,1950,2009,135000.0,11.813030057420567 +760,903481130,892.0,0.0,0.0,Grvl,1,1Fam,2,3,1,0,4,46.0,749.0,63.0,4,3,Y,Norm,Norm,4,105.0,3,2,MetalSd,MetalSd,0,0,0,PConc,1,5,0.0,0,0,0,0,NA,892.0,0,GasA,2,SFoyer,1,3,Lvl,2,5160.0,Inside,3,0.0,085,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,5,3,0,0.0,0,CompShg,Hip,Abnorml,COD,160.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,858.0,265.0,3,0.0,1923,1950,2009,70000.0,11.156250521031495 +761,903484110,754.0,649.0,0.0,Grvl,3,2FmCon,3,1,1,0,3,160.0,276.0,262.0,3,5,Y,Artery,Norm,2,288.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1403.0,1,GasA,4,2Story,1,2,Bnk,2,10320.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,2,1.0,IDOTRR,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,698.0,288.0,3,0.0,1915,1965,2009,116000.0,11.661345470088502 +762,904100190,704.0,0.0,0.0,NA,2,1Fam,3,1,0,1,2,560.0,0.0,0.0,1,1,Y,Norm,Norm,3,24.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,220.0,1,3,1,3,CarPort,704.0,0,GasA,4,1Story,1,1,Lvl,2,4280.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Sawyer,0.0,8,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,560.0,24.0,3,0.0,1946,2001,2009,88750.0,11.393578707337662 +763,904301060,1200.0,0.0,0.0,NA,3,Duplx,4,4,3,0,4,0.0,1200.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,3,7,0.0,0,0,0,0,NA,1200.0,0,GasA,2,1Story,1,2,Lvl,2,10800.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,5,1.6094379124341003,6.0,2.8989794855663558,1200.0,120.0,3,120.0,1987,1988,2009,179000.0,12.095141084822892 +764,904301070,1200.0,0.0,0.0,NA,3,Duplx,4,4,3,0,4,0.0,1200.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,0,0,CBlock,3,7,0.0,0,0,0,0,NA,1200.0,0,GasA,2,1Story,1,2,Lvl,2,10800.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,5,1.6094379124341003,6.0,2.8989794855663558,1200.0,120.0,3,120.0,1987,1988,2009,179000.0,12.095141084822892 +765,904301100,1152.0,0.0,0.0,NA,2,Duplx,4,4,2,0,4,0.0,1152.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,PConc,2,7,252.0,1,2,1,3,Detchd,1152.0,0,GasA,2,SFoyer,2,2,Lvl,2,10547.0,Inside,2,0.0,090,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,4.0,2.0,1152.0,0.0,3,0.0,1978,1978,2009,159900.0,11.982303898822046 +766,904301375,904.0,0.0,0.0,NA,1,1Fam,1,4,1,0,2,333.0,350.0,0.0,4,1,N,Norm,Norm,3,0.0,1,1,Wd Sdng,Wd Sdng,0,0,0,BrkTil,0,3,0.0,0,0,0,0,NA,904.0,1,GasA,3,1Story,1,1,Low,0,10020.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,0,0,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,683.0,0.0,3,0.0,1922,1950,2009,61000.0,11.018629143155449 +767,904351200,697.0,672.0,0.0,NA,3,1Fam,3,1,1,0,3,121.0,551.0,0.0,4,1,N,Artery,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,300.0,1,3,1,3,Detchd,1369.0,0,GasA,2,2Story,1,2,Lvl,2,6629.0,Inside,3,0.0,070,RH,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,672.0,147.0,3,147.0,1925,1950,2009,103600.0,11.54829260880752 +768,904351240,687.0,425.0,0.0,NA,4,1Fam,3,1,1,0,3,585.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,226.0,1,1,1,1,Detchd,1112.0,0,GasA,2,1.5Fin,1,2,Lvl,2,9780.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,2,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,585.0,0.0,3,0.0,1934,1950,2009,63000.0,11.05089000537367 +769,905101260,1464.0,0.0,0.0,NA,3,1Fam,3,3,0,1,4,76.0,444.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,5,480.0,2,3,2,3,Attchd,1464.0,0,GasA,4,SLvl,1,2,Lvl,2,12886.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,10,9.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,100.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,520.0,402.0,3,302.0,1963,1999,2009,175000.0,12.072541252905651 +770,905101490,1121.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,470.0,651.0,0.0,3,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,PConc,1,7,480.0,2,3,1,3,Detchd,1121.0,0,GasA,2,1Story,1,2,Lvl,2,8816.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,80.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1121.0,80.0,3,0.0,1963,1963,2009,139000.0,11.842229212112828 +771,905103040,918.0,765.0,0.0,NA,3,1Fam,3,1,0,0,3,192.0,226.0,500.0,2,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,440.0,2,3,2,3,Attchd,1683.0,1,GasA,3,2Story,1,2,Lvl,2,11184.0,Inside,3,0.0,060,RL,92.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,918.0,243.0,3,243.0,1978,1978,2009,172500.0,12.058152515453552 +772,905103070,1052.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,525.0,527.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,1,1,CBlock,1,7,668.0,1,3,3,3,Attchd,1052.0,1,GasA,2,1Story,1,2,Lvl,2,11625.0,Inside,3,0.0,020,RL,172.0,BrkFace,NA,0.0,4,3.0,Sawyer,215.0,5,4,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1052.0,215.0,3,0.0,1967,1967,2009,113500.0,11.639558115903595 +773,905105190,899.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,414.0,450.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,PConc,1,7,288.0,1,3,3,3,Attchd,899.0,0,GasA,4,1Story,1,3,Lvl,2,7800.0,Inside,3,0.0,020,RL,89.0,BrkFace,NA,0.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,64.0,3,64.0,1967,2004,2009,130000.0,11.77528972943772 +774,905107310,1034.0,0.0,0.0,NA,3,1Fam,3,4,0,1,4,0.0,456.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,HdBoard,0,2,1,CBlock,1,7,504.0,2,3,3,3,Basment,1034.0,0,GasA,2,SFoyer,1,2,Lvl,2,8014.0,CulDSac,2,0.0,085,RL,23.0,BrkFace,NA,0.0,6,5.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,456.0,0.0,3,0.0,1978,1978,2009,149900.0,11.917723684090689 +775,905108190,858.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,173.0,685.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,858.0,0,GasA,2,SFoyer,1,2,Lvl,2,7252.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,858.0,120.0,3,120.0,1982,1982,2009,134900.0,11.812289042195847 +776,905108220,860.0,0.0,0.0,NA,2,1Fam,3,3,1,0,3,168.0,672.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,528.0,2,3,1,3,Detchd,860.0,0,GasA,2,SFoyer,1,2,Lvl,2,8740.0,Inside,2,0.0,085,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,840.0,0.0,3,0.0,1982,1982,2009,137000.0,11.827736204810263 +777,905200220,1092.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,252.0,170.0,670.0,2,4,Y,Norm,Norm,4,144.0,2,2,Wd Sdng,Wd Sdng,0,1,1,CBlock,1,7,288.0,1,3,1,3,Attchd,1092.0,0,GasA,2,1Story,1,2,Lvl,2,11616.0,Inside,3,0.0,020,RL,116.0,BrkFace,NA,0.0,9,8.0,Sawyer,20.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1092.0,164.0,3,0.0,1962,1962,2009,139000.0,11.842229212112828 +778,905200260,904.0,611.0,0.0,NA,4,1Fam,4,1,0,0,3,552.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,384.0,1,3,1,3,Attchd,1774.0,0,GasA,2,SLvl,1,2,Lvl,2,15400.0,Inside,3,259.0,080,RL,0.0,None,NA,0.0,7,6.0,Sawyer,40.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,552.0,330.0,3,290.0,1961,1961,2009,165000.0,12.013700752882718 +779,905200350,1138.0,0.0,0.0,NA,3,1Fam,3,3,0,1,3,550.0,588.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,3,1,CBlock,1,7,480.0,2,3,2,3,Attchd,1138.0,0,GasA,4,SLvl,1,2,Lvl,2,15312.0,Inside,3,0.0,080,RL,54.0,BrkFace,NA,0.0,3,2.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,COD,140.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1138.0,140.0,3,0.0,1960,1960,2009,148000.0,11.904967552746252 +780,905225090,2071.0,0.0,0.0,NA,4,1Fam,3,2,0,1,3,825.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,336.0,1,3,1,3,Attchd,2071.0,1,GasA,4,SLvl,1,2,Lvl,2,15584.0,Inside,3,0.0,080,RL,366.0,BrkFace,NA,0.0,10,9.0,ClearCr,28.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,825.0,159.0,3,131.0,1956,1956,2009,165000.0,12.013700752882718 +781,905228050,660.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,100.0,2,2,Wd Sdng,Wd Sdng,0,0,0,Slab,1,5,0.0,0,0,0,0,NA,660.0,0,GasA,1,1Story,1,1,Lvl,2,9000.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,1,1,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,100.0,3,0.0,1947,1950,2009,63900.0,11.065074640365626 +782,905229040,1104.0,684.0,0.0,NA,5,1Fam,3,3,1,0,3,1104.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,3,2,CBlock,1,5,304.0,1,3,1,3,Attchd,1788.0,0,GasA,4,1.5Fin,1,2,Lvl,2,11250.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,11,10.0,ClearCr,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1104.0,120.0,3,120.0,1957,1989,2009,161500.0,11.992260421644849 +783,905325020,1473.0,0.0,0.0,NA,1,1Fam,3,4,2,0,3,113.0,1324.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,452.0,1,3,1,3,Attchd,1473.0,0,GasA,4,1Story,1,4,Low,0,25095.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,ClearCr,48.0,7,4,2,0.0,0,Tar&Grv,Flat,Partial,WD,60.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1437.0,108.0,3,0.0,1968,2003,2009,143000.0,11.870599909242044 +784,905377010,1229.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,75.0,1059.0,0.0,5,1,Y,Norm,Norm,3,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,284.0,1,3,2,3,Attchd,1229.0,0,GasA,4,1Story,1,2,Lvl,2,17140.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1134.0,0.0,3,0.0,1956,1956,2009,135000.0,11.813030057420567 +785,905377130,861.0,0.0,0.0,NA,1,1Fam,3,1,0,0,3,599.0,262.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,539.0,2,3,1,3,Detchd,861.0,0,GasA,4,1Story,1,2,Lvl,2,12342.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,861.0,158.0,3,158.0,1940,1950,2009,82500.0,11.320553572322773 +786,905401100,1867.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,470.0,379.0,768.0,2,4,Y,Norm,Norm,3,0.0,2,3,Wd Sdng,Wd Sdng,2,4,3,CBlock,1,7,303.0,1,3,3,3,Attchd,1867.0,0,GasA,4,1Story,1,2,Lvl,2,10708.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,11,10.0,ClearCr,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,COD,142.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1617.0,618.0,3,476.0,1955,1993,2009,190000.0,12.154779351142624 +787,905402060,1733.0,0.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,3,0.0,2,2,BrkFace,Wd Sdng,0,4,1,Slab,2,5,452.0,2,3,1,3,Attchd,1733.0,0,GasA,4,1Story,1,2,Lvl,2,13680.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,4,2,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1955,1955,2009,139600.0,11.84653646931041 +788,905402070,1383.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,90.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,4,498.0,2,3,1,2,Attchd,1383.0,0,GasA,2,1Story,1,2,Lvl,2,15635.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,110.0,Pave,6,1.791759469228055,1.0,0.0,0.0,200.0,3,0.0,1954,1954,2009,122000.0,11.711776323715394 +789,905450020,1689.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1436.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,CBlock,1,7,480.0,2,3,1,3,Attchd,1689.0,0,GasA,1,1Story,1,2,Lvl,2,9855.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Edwards,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,COD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1436.0,0.0,3,0.0,1956,1956,2009,127500.0,11.755871643580617 +790,905451300,1073.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,816.0,257.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,4,0,0,CBlock,1,7,340.0,1,3,1,3,Attchd,1073.0,0,GasA,2,1Story,1,2,Lvl,2,9571.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1073.0,0.0,3,0.0,1956,1956,2009,121500.0,11.70766954176274 +791,905451340,1276.0,0.0,0.0,NA,3,1Fam,2,1,0,0,3,1276.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,1,2,BrkComm,BrkComm,0,0,0,CBlock,1,4,350.0,1,3,1,3,Attchd,1276.0,0,GasA,2,1Story,1,2,Lvl,2,9571.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,2,4,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1276.0,0.0,3,0.0,1958,1958,2009,60000.0,11.002099841204238 +792,905452040,892.0,747.0,0.0,NA,3,1Fam,3,1,0,0,3,405.0,342.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,240.0,1,3,1,3,Detchd,1639.0,1,GasA,4,2Story,1,3,Bnk,2,9350.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Edwards,50.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,747.0,50.0,3,0.0,1946,1950,2009,154400.0,11.947301916572814 +793,905452050,672.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,328.0,344.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,234.0,1,3,1,3,Attchd,672.0,0,GasA,2,1Story,1,2,Lvl,2,9340.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Edwards,113.0,5,3,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,672.0,113.0,3,0.0,1941,1950,2009,113000.0,11.635143097694478 +794,905475160,1089.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,916.0,173.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,CBlock,1,7,252.0,1,3,2,3,Detchd,1089.0,0,GasW,2,1Story,1,2,Lvl,2,7440.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1089.0,328.0,3,328.0,1954,1954,2009,125000.0,11.736069016284437 +795,905475500,845.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,Slab,1,7,290.0,1,3,1,3,Detchd,845.0,0,GasA,4,1Story,1,2,Lvl,2,11500.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,2,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,186.0,3,186.0,1957,1957,2009,84000.0,11.33857207782545 +796,905476230,1049.0,0.0,0.0,NA,2,TwnhsE,3,2,1,0,4,104.0,552.0,393.0,6,5,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,CBlock,2,7,266.0,1,3,3,3,Attchd,1049.0,0,GasA,2,1Story,1,3,Lvl,2,4235.0,Inside,3,0.0,120,RL,149.0,BrkFace,NA,0.0,2,1.0,Edwards,105.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1049.0,105.0,3,0.0,1984,1984,2009,139500.0,11.845819880243557 +797,905478030,1148.0,568.0,0.0,NA,3,1Fam,3,1,0,0,3,476.0,292.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,5,281.0,1,3,1,3,Attchd,1716.0,1,GasA,3,1.5Fin,1,2,Lvl,2,11409.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,160.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,768.0,160.0,3,0.0,1949,2008,2009,131000.0,11.782952602183288 +798,905480030,698.0,560.0,0.0,NA,2,1Fam,3,2,0,0,3,356.0,204.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,3,0,0,BrkTil,1,7,280.0,1,3,1,3,Detchd,1258.0,0,GasA,2,1.5Fin,1,2,Lvl,2,9060.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,4,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,560.0,0.0,3,0.0,1939,1950,2009,105000.0,11.56171562913966 +799,905480210,755.0,755.0,0.0,NA,4,1Fam,3,2,1,0,3,755.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,2,2,MetalSd,MetalSd,3,4,1,CBlock,1,7,296.0,1,1,1,2,Detchd,1510.0,0,GasA,2,2Story,1,2,Lvl,2,9084.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,4,3,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,755.0,120.0,3,120.0,1940,1950,2009,108000.0,11.589886506106357 +800,906201021,1061.0,0.0,0.0,NA,1,1Fam,3,1,1,0,4,308.0,460.0,286.0,6,5,Y,Feedr,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,1,7,462.0,2,3,1,3,Attchd,1061.0,1,GasA,3,SLvl,1,3,Lvl,2,10778.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,7,6.0,SawyerW,36.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1054.0,150.0,3,114.0,1990,1991,2009,162000.0,11.99535161421452 +801,906201050,1338.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,0.0,70.0,450.0,3,6,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,1,1,CBlock,1,5,576.0,2,3,1,3,Attchd,1338.0,1,GasA,3,SLvl,1,3,Lvl,2,19255.0,Inside,2,0.0,080,RL,100.0,BrkFace,Shed,600.0,9,8.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,520.0,0.0,3,0.0,1983,1983,2009,156500.0,11.960811288962345 +802,906201130,1496.0,636.0,0.0,NA,1,1Fam,3,4,1,0,4,55.0,1441.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,5,612.0,2,3,3,4,BuiltIn,2132.0,1,GasA,4,1.5Fin,1,3,Low,1,12327.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,9,8.0,SawyerW,40.0,7,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1496.0,389.0,3,349.0,1983,2009,2009,316600.0,12.66539442642905 +803,906203120,2196.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1496.0,485.0,177.0,5,4,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,2,7,701.0,3,3,2,3,Attchd,2196.0,0,GasA,3,1Story,1,3,Lvl,2,14684.0,CulDSac,2,0.0,020,RL,234.0,BrkFace,NA,0.0,6,5.0,SawyerW,70.0,6,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,2158.0,154.0,3,84.0,1990,1991,2009,271900.0,12.513189630620563 +804,906223060,1006.0,769.0,0.0,NA,3,1Fam,3,1,1,0,4,227.0,513.0,0.0,5,1,Y,Norm,Norm,4,192.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,425.0,2,3,1,3,Attchd,1775.0,1,GasA,4,2Story,1,3,Lvl,2,9317.0,Inside,3,0.0,060,RL,137.0,BrkFace,NA,0.0,7,6.0,SawyerW,72.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,740.0,498.0,3,234.0,1993,1993,2009,213000.0,12.269047444691562 +805,906223080,1079.0,800.0,0.0,NA,3,1Fam,4,1,1,0,4,605.0,474.0,0.0,6,1,Y,Norm,Norm,4,144.0,3,3,VinylSd,VinylSd,3,3,1,PConc,2,7,473.0,2,3,2,3,Attchd,1879.0,1,GasA,4,2Story,1,3,Lvl,2,10560.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,SawyerW,100.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1079.0,644.0,3,400.0,1993,1994,2009,239900.0,12.387977448827787 +806,906223210,1142.0,878.0,0.0,NA,3,1Fam,3,1,0,0,4,544.0,584.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,466.0,2,3,2,3,Attchd,2020.0,1,GasA,4,2Story,1,3,Lvl,2,9828.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,SawyerW,155.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1128.0,155.0,3,0.0,1995,1995,2009,239500.0,12.386308695833106 +807,906226060,1288.0,728.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,1,4,576.0,2,3,1,3,Attchd,2016.0,0,GasA,4,2Story,1,2,Bnk,2,26400.0,FR2,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,0.0,0.0,3,0.0,1880,2007,2009,131000.0,11.782952602183288 +808,906226070,1535.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,1,2,HdBoard,HdBoard,0,0,0,Slab,2,7,410.0,2,3,1,3,Attchd,1535.0,0,GasA,2,1Story,2,2,Bnk,2,7018.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1979,1979,2009,118964.0,11.686576205316552 +809,906226080,1224.0,0.0,0.0,NA,2,Duplx,3,3,2,0,4,0.0,1086.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,0,7,528.0,2,3,1,3,Detchd,1224.0,2,GasA,2,SFoyer,2,2,Bnk,2,7018.0,Inside,3,0.0,090,RL,275.0,Stone,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1086.0,120.0,3,120.0,1979,1979,2009,153337.0,11.940393392554734 +810,906226090,1114.0,1114.0,0.0,NA,6,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,Slab,2,7,720.0,2,3,1,3,Detchd,2228.0,0,GasA,2,2Story,2,2,Lvl,2,7018.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,73.0,3,73.0,1979,1979,2009,147983.0,11.904852681283913 +811,906226100,1535.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,0,0,Slab,2,7,400.0,2,3,1,3,Attchd,1535.0,0,GasA,2,1Story,2,2,Bnk,2,7018.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1979,1979,2009,118858.0,11.685684782260491 +812,906226110,1535.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,Slab,2,7,400.0,2,3,1,3,Attchd,1535.0,0,GasA,2,1Story,2,2,Bnk,2,7018.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1979,1979,2009,118858.0,11.685684782260491 +813,906226120,1120.0,1120.0,0.0,NA,6,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,Slab,2,7,528.0,2,3,1,3,Detchd,2240.0,0,GasA,2,2Story,2,2,Lvl,2,7018.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,12,2.4849066497880004,2.0,0.8284271247461903,0.0,154.0,3,154.0,1979,1979,2009,142953.0,11.870271183889114 +814,906226130,1229.0,0.0,0.0,NA,2,Duplx,3,3,2,0,4,0.0,1094.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,0,7,672.0,2,3,1,3,Detchd,1229.0,2,GasA,2,SFoyer,2,3,Lvl,2,7040.0,Inside,3,0.0,090,RL,216.0,BrkFace,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1094.0,120.0,3,120.0,1979,1979,2009,148325.0,11.907161091126843 +815,906226140,1513.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,Slab,2,7,400.0,2,3,1,3,Attchd,1513.0,0,GasA,2,1Story,2,2,Bnk,2,7007.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1979,1979,2009,113722.0,11.641512152666213 +816,906230010,1168.0,1619.0,0.0,NA,6,Duplx,3,1,2,0,5,348.0,820.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,PConc,4,7,820.0,4,3,3,3,BuiltIn,2787.0,2,GasA,4,2Story,2,2,Lvl,2,11855.0,Inside,3,0.0,090,RL,23.0,BrkFace,NA,0.0,10,9.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,7.0,3.2915026221291814,1168.0,312.0,3,312.0,2000,2000,2009,269500.0,12.504323669331189 +817,906230020,1168.0,1619.0,0.0,NA,6,Duplx,3,1,2,0,5,348.0,820.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,PConc,4,7,820.0,4,3,3,3,BuiltIn,2787.0,2,GasA,4,2Story,2,2,Lvl,2,7939.0,Inside,3,0.0,090,RL,23.0,BrkFace,NA,0.0,10,9.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,7.0,3.2915026221291814,1168.0,312.0,3,312.0,2000,2000,2009,269500.0,12.504323669331189 +818,906230030,1168.0,1619.0,0.0,NA,6,Duplx,3,1,2,0,5,348.0,820.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,PConc,4,7,820.0,4,3,3,3,BuiltIn,2787.0,2,GasA,4,2Story,2,2,Lvl,2,7976.0,Inside,3,0.0,090,RL,23.0,BrkFace,NA,0.0,10,9.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,7.0,3.2915026221291814,1168.0,312.0,3,312.0,2000,2000,2009,269500.0,12.504323669331189 +819,906340100,1680.0,0.0,0.0,NA,1,1Fam,3,4,1,0,5,534.0,1021.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,1,7,1138.0,3,3,3,3,Attchd,1680.0,1,GasA,4,1Story,1,4,Lvl,2,10933.0,Inside,3,0.0,020,RL,242.0,Stone,NA,0.0,7,6.0,CollgCr,24.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1555.0,209.0,3,185.0,2009,2009,2009,323262.0,12.686218418914901 +820,906340110,1718.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,417.0,1288.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,826.0,3,3,2,3,Attchd,1718.0,0,GasA,4,1Story,1,3,Lvl,2,10637.0,Inside,3,0.0,020,RL,336.0,Stone,NA,0.0,9,8.0,CollgCr,44.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1705.0,252.0,3,208.0,2007,2008,2009,297000.0,12.601487417784837 +821,906340120,1630.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,1622.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,860.0,3,3,2,3,Attchd,1630.0,0,GasA,4,1Story,1,4,Lvl,2,10226.0,Inside,2,0.0,020,RL,270.0,Stone,NA,0.0,1,0.0,CollgCr,42.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1622.0,214.0,3,172.0,2008,2008,2009,295493.0,12.596400426884427 +822,906340130,1720.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,616.0,1104.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,846.0,3,3,2,3,Attchd,1720.0,0,GasA,4,1Story,1,4,Lvl,2,10816.0,Inside,2,0.0,020,RL,364.0,Stone,NA,0.0,11,10.0,CollgCr,104.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1720.0,312.0,3,208.0,2008,2008,2009,332000.0,12.712890247898626 +823,906378110,1468.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1468.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,904.0,3,3,2,3,Attchd,1468.0,0,GasA,4,1Story,1,3,Lvl,2,9178.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,142.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1468.0,334.0,3,192.0,2008,2008,2009,239900.0,12.387977448827787 +824,906380050,866.0,902.0,0.0,NA,3,1Fam,3,3,0,0,4,846.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,578.0,2,3,2,3,Attchd,1768.0,1,GasA,4,2Story,1,3,Lvl,2,10769.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,105.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,866.0,249.0,3,144.0,2007,2007,2009,212000.0,12.26434155365415 +825,906380060,1838.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,479.0,1359.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,524.0,2,3,2,3,Attchd,1838.0,0,GasA,4,1Story,1,3,Lvl,2,11422.0,Inside,2,0.0,020,RL,352.0,Stone,NA,0.0,4,3.0,CollgCr,222.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1838.0,376.0,3,154.0,2007,2008,2009,272500.0,12.515393893085436 +826,906380100,1800.0,0.0,0.0,NA,2,1Fam,3,1,0,0,5,1800.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,702.0,2,3,3,3,Attchd,1800.0,0,GasA,4,1Story,1,4,Lvl,2,11923.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,136.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1800.0,424.0,3,288.0,2007,2007,2009,239000.0,12.384218830913648 +827,906380130,1604.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,270.0,1334.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,660.0,2,3,2,3,Attchd,1604.0,1,GasA,4,1Story,1,3,Lvl,2,8814.0,Inside,3,0.0,020,RL,180.0,Stone,NA,0.0,3,2.0,CollgCr,110.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1604.0,233.0,3,123.0,2006,2006,2009,220000.0,12.301382825334498 +828,906380210,1290.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,380.0,902.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,662.0,2,3,2,3,Attchd,1290.0,0,GasA,4,1Story,1,3,Lvl,2,6762.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1282.0,168.0,3,168.0,2007,2007,2009,200000.0,12.206072645530174 +829,906380220,1254.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,382.0,872.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,810.0,3,3,2,3,Attchd,1254.0,0,GasA,4,1Story,1,3,Lvl,2,10324.0,Corner,2,0.0,020,RL,140.0,BrkFace,NA,0.0,3,2.0,CollgCr,92.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1254.0,260.0,3,168.0,2008,2008,2009,221800.0,12.309531353898404 +830,906392070,1232.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,508.0,724.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,632.0,2,3,2,3,Attchd,1232.0,0,GasA,4,1Story,1,3,Lvl,2,7314.0,Inside,3,0.0,020,RL,82.0,Stone,NA,0.0,2,1.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1232.0,132.0,3,132.0,2007,2007,2009,194500.0,12.178187442040638 +831,906392110,1498.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,1474.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,844.0,3,3,3,3,Attchd,1498.0,0,GasA,4,1Story,1,3,Lvl,2,11645.0,Inside,3,0.0,020,RL,76.0,Stone,NA,0.0,3,2.0,CollgCr,98.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1498.0,242.0,3,144.0,2005,2006,2009,237000.0,12.375815420117268 +832,906392130,704.0,718.0,0.0,NA,3,1Fam,3,3,0,0,4,704.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,3,3,Attchd,1422.0,1,GasA,4,2Story,1,3,Lvl,2,11646.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,704.0,64.0,3,36.0,2005,2006,2009,173000.0,12.061046873479915 +833,906402060,1644.0,0.0,0.0,NA,2,1Fam,3,4,1,1,4,0.0,1518.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,3,1,PConc,2,7,569.0,2,3,3,3,Attchd,1644.0,0,GasA,3,SLvl,1,3,Low,1,12800.0,Inside,3,0.0,080,RL,145.0,BrkFace,NA,0.0,8,7.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,396.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1518.0,476.0,3,80.0,1989,1989,2009,275000.0,12.524526376648708 +834,906426210,944.0,815.0,0.0,NA,3,1Fam,3,3,1,0,4,649.0,800.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,525.0,2,3,1,3,Attchd,1759.0,1,GasA,3,2Story,1,3,HLS,1,16698.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,ClearCr,193.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1449.0,343.0,3,150.0,1992,1993,2009,233500.0,12.360937356091089 +835,906475070,1160.0,966.0,0.0,NA,3,1Fam,4,4,0,1,3,0.0,249.0,764.0,2,5,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,PConc,2,5,538.0,2,3,3,3,Attchd,2126.0,1,GasA,2,2Story,1,2,Low,0,28698.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,6,5.0,ClearCr,0.0,4,4,2,0.0,0,Tar&Grv,Flat,Abnorml,WD,225.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1013.0,711.0,3,486.0,1967,1967,2009,185000.0,12.128111104060462 +836,907126010,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,308.0,732.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,4,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1040.0,0,GasA,3,1Story,1,3,Low,1,12464.0,Corner,1,0.0,020,RL,0.0,None,NA,0.0,11,10.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,168.0,3,168.0,1996,1996,2009,152000.0,11.931635799828413 +837,907126050,990.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,235.0,755.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,440.0,1,3,2,3,Attchd,990.0,0,GasA,4,1Story,1,2,Low,1,9757.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,92.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,990.0,158.0,3,66.0,1994,1994,2009,143000.0,11.870599909242044 +838,907130100,928.0,836.0,0.0,NA,3,1Fam,3,1,1,0,4,107.0,821.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,PConc,2,7,470.0,2,3,2,3,Attchd,1764.0,1,GasA,4,2Story,1,3,Lvl,2,15426.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,99.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,928.0,375.0,3,276.0,1997,1997,2009,231500.0,12.352335152508426 +839,907131090,827.0,834.0,0.0,NA,3,1Fam,3,3,1,0,4,70.0,385.0,344.0,6,5,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,550.0,2,3,2,3,Attchd,1661.0,1,GasA,4,2Story,1,3,Lvl,2,10667.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,61.0,5,6,2,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,799.0,219.0,3,158.0,1996,1996,2009,212000.0,12.26434155365415 +840,907131190,1463.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,513.0,950.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,2,VinylSd,VinylSd,4,0,0,PConc,2,7,539.0,2,3,3,3,Attchd,1463.0,0,GasA,4,1Story,1,2,Low,2,14753.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,12,11.0,CollgCr,81.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1463.0,81.0,3,0.0,1998,1998,2009,207000.0,12.240474072247506 +841,907135040,1097.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1097.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,672.0,2,3,1,3,Attchd,1097.0,1,GasA,4,1Story,1,2,Lvl,2,10859.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,64.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1097.0,456.0,3,392.0,1994,1995,2009,145000.0,11.884489021402711 +842,907135170,990.0,0.0,0.0,NA,3,1Fam,4,1,1,0,4,244.0,746.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,480.0,2,3,1,3,Detchd,990.0,0,GasA,4,1Story,1,2,Lvl,2,8072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,64.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,990.0,64.0,3,0.0,1994,1995,2009,138000.0,11.835008964139341 +843,907175100,866.0,913.0,0.0,NA,3,1Fam,3,3,0,0,4,866.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,546.0,2,3,2,3,Attchd,1779.0,1,GasA,4,2Story,1,3,Lvl,2,10400.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,866.0,234.0,3,198.0,1998,1998,2009,197900.0,12.195517131590657 +844,907180130,1501.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,811.0,679.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,577.0,2,3,2,3,Attchd,1501.0,0,GasA,4,1Story,1,3,Lvl,2,10335.0,Inside,2,0.0,020,RL,183.0,BrkFace,NA,0.0,6,5.0,CollgCr,29.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1490.0,173.0,3,144.0,1999,1999,2009,204000.0,12.225875272826354 +845,907181100,1431.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,871.0,560.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,666.0,2,3,3,3,Attchd,1431.0,0,GasA,4,1Story,1,3,Lvl,2,9017.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,35.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1431.0,35.0,3,0.0,1999,1999,2009,192000.0,12.165250651009918 +846,907185050,928.0,844.0,0.0,NA,3,1Fam,3,1,1,0,4,322.0,606.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,492.0,2,3,2,3,Attchd,1772.0,1,GasA,4,2Story,1,2,Lvl,2,8750.0,Inside,3,0.0,060,RL,120.0,BrkFace,NA,0.0,4,3.0,CollgCr,96.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,928.0,246.0,3,150.0,1998,1998,2009,200000.0,12.206072645530174 +847,907192030,831.0,829.0,0.0,NA,3,1Fam,3,1,0,0,4,831.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,493.0,2,3,2,3,Attchd,1660.0,1,GasA,4,2Story,1,3,Lvl,2,8935.0,Inside,2,0.0,060,RL,95.0,BrkFace,NA,0.0,7,6.0,CollgCr,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,831.0,212.0,3,144.0,2002,2002,2009,195000.0,12.180754837545884 +848,907192090,1573.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,785.0,788.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,544.0,2,3,2,3,Attchd,1573.0,0,GasA,4,1Story,1,3,Lvl,2,9808.0,Inside,2,0.0,020,RL,110.0,BrkFace,NA,0.0,3,2.0,CollgCr,72.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1573.0,72.0,3,0.0,2002,2002,2009,227000.0,12.332705296463539 +849,907194010,944.0,896.0,0.0,NA,3,1Fam,3,1,1,0,4,278.0,666.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,622.0,2,3,2,3,Attchd,1840.0,1,GasA,4,2Story,1,3,Lvl,2,12420.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,944.0,45.0,3,0.0,2001,2001,2009,230000.0,12.345834587905333 +850,907194110,1430.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1413.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,605.0,2,3,2,3,Attchd,1430.0,0,GasA,4,1Story,1,3,Lvl,2,16285.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,33.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1413.0,33.0,3,0.0,2001,2002,2009,187100.0,12.139398512262181 +851,907194160,1444.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,172.0,1259.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,577.0,2,3,2,3,Attchd,1444.0,0,GasA,4,1Story,1,3,Lvl,2,10739.0,Inside,2,0.0,020,RL,68.0,BrkFace,NA,0.0,4,3.0,CollgCr,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1431.0,184.0,3,144.0,2002,2001,2009,203000.0,12.220961258023925 +852,907196060,1492.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1468.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,608.0,2,3,2,3,Attchd,1492.0,0,GasA,4,1Story,1,3,Lvl,2,11166.0,Inside,3,0.0,020,RL,180.0,BrkFace,NA,0.0,7,6.0,CollgCr,114.0,4,6,2,0.0,0,CompShg,Gable,Family,WD,168.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1492.0,282.0,3,0.0,2001,2001,2009,201000.0,12.211060187041213 +853,907200230,1040.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,424.0,616.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1040.0,0,GasA,2,1Story,1,2,HLS,1,8430.0,Inside,3,0.0,020,RL,136.0,BrkFace,NA,0.0,8,7.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1040.0,0.0,3,0.0,1978,1978,2009,124000.0,11.728036844587175 +854,907201220,907.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,282.0,625.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,343.0,1,3,1,3,Attchd,907.0,0,GasA,2,1Story,1,2,Lvl,2,16269.0,CulDSac,2,0.0,020,RL,76.0,BrkFace,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,907.0,72.0,3,72.0,1978,1978,2009,140000.0,11.84939770159144 +855,907201280,914.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,132.0,710.0,72.0,5,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,444.0,2,3,1,3,Attchd,914.0,0,GasA,2,1Story,1,2,Lvl,2,6950.0,Inside,2,0.0,020,RL,40.0,BrkFace,NA,0.0,10,9.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,914.0,0.0,3,0.0,1979,1979,2009,134900.0,11.812289042195847 +856,907202050,1040.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,364.0,532.0,144.0,2,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,484.0,2,3,1,3,Detchd,1040.0,0,GasA,2,1Story,1,3,Lvl,2,8800.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,288.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1040.0,288.0,3,0.0,1977,2008,2009,150500.0,11.921718363171067 +857,907202080,864.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,218.0,646.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,2,0,0,CBlock,1,7,336.0,1,3,1,3,Attchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,7000.0,CulDSac,2,0.0,020,RL,90.0,BrkFace,NA,0.0,7,6.0,CollgCr,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,864.0,0.0,3,0.0,1978,2005,2009,136500.0,11.824079893607152 +858,907202130,1268.0,0.0,0.0,NA,3,1Fam,4,3,0,0,4,1072.0,196.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,252.0,1,3,1,3,Detchd,1268.0,1,GasA,2,1Story,1,3,Lvl,1,9286.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1268.0,173.0,3,173.0,1977,1989,2009,143500.0,11.874090314181814 +859,907227030,864.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,404.0,460.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,2,1,CBlock,1,7,338.0,1,3,1,3,Attchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,15523.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,0.0,3,0.0,1972,1972,2009,133500.0,11.801856756822442 +860,907227080,894.0,0.0,0.0,NA,2,1Fam,3,3,0,0,3,117.0,777.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,600.0,2,3,2,3,Detchd,894.0,0,GasA,2,1Story,1,2,Low,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,894.0,215.0,3,215.0,1972,1972,2009,123000.0,11.719939634354555 +861,907227110,768.0,0.0,0.0,NA,2,1Fam,3,3,0,1,4,108.0,660.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,WdShing,HdBoard,3,0,0,CBlock,1,7,396.0,1,3,3,3,Detchd,768.0,0,GasA,3,SFoyer,1,2,Lvl,2,7200.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,4,3.0,CollgCr,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,768.0,192.0,3,192.0,1972,2003,2009,133900.0,11.804848531679264 +862,907227290,768.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,112.0,656.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,WdShing,3,0,0,CBlock,1,7,396.0,2,3,1,3,Detchd,768.0,0,GasA,2,SFoyer,1,2,Lvl,2,8445.0,Corner,3,0.0,085,RL,0.0,None,NA,0.0,3,2.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,768.0,58.0,3,58.0,1972,2007,2009,133000.0,11.79810440720389 +863,907250070,1611.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,335.0,1234.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,1231.0,3,3,2,3,Attchd,1611.0,0,GasA,4,1Story,1,3,Lvl,2,11664.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,93.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1569.0,355.0,3,262.0,2002,2002,2009,250000.0,12.429216196844383 +864,907252060,1068.0,1116.0,0.0,NA,4,1Fam,3,3,0,0,4,1068.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,570.0,2,3,2,3,BuiltIn,2184.0,1,GasA,4,2Story,1,3,Lvl,2,12334.0,Inside,2,0.0,060,RL,198.0,BrkFace,NA,0.0,6,5.0,CollgCr,132.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1068.0,324.0,3,192.0,2003,2003,2009,254750.0,12.448037951084972 +865,907252210,1788.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1753.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,522.0,2,3,2,3,Attchd,1788.0,0,GasA,4,1Story,1,4,Lvl,2,11838.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,151.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1753.0,353.0,3,202.0,2001,2001,2009,236500.0,12.373703486914124 +866,907252220,1299.0,573.0,0.0,NA,3,1Fam,3,3,1,0,4,309.0,990.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,531.0,2,3,2,3,BuiltIn,1872.0,1,GasA,4,2Story,1,4,Lvl,2,11885.0,Inside,3,0.0,060,RL,108.0,BrkFace,NA,0.0,11,10.0,CollgCr,122.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1299.0,282.0,3,160.0,2001,2001,2009,261500.0,12.474189562487116 +867,907253130,1476.0,677.0,0.0,NA,3,1Fam,3,2,1,0,5,536.0,904.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,2,PConc,2,7,736.0,3,3,3,3,Attchd,2153.0,1,GasA,4,2Story,1,4,Lvl,2,11050.0,Inside,3,0.0,060,RL,204.0,BrkFace,NA,0.0,5,4.0,CollgCr,142.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1440.0,395.0,3,253.0,2000,2000,2009,313000.0,12.65395846952229 +869,907265010,944.0,926.0,0.0,NA,3,1Fam,3,1,0,0,4,944.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,608.0,2,3,2,3,Attchd,1870.0,1,GasA,4,2Story,1,3,Lvl,2,11250.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,43.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,944.0,299.0,3,256.0,2001,2001,2009,211000.0,12.259613412458204 +870,907275010,1513.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,216.0,1246.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,521.0,2,3,3,3,Attchd,1513.0,0,GasA,4,1Story,1,3,Lvl,2,15750.0,FR3,3,0.0,020,RL,260.0,BrkFace,NA,0.0,6,5.0,CollgCr,34.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1462.0,169.0,3,135.0,1999,2000,2009,220000.0,12.301382825334498 +871,907275090,1504.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,814.0,690.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,478.0,2,3,3,3,Attchd,1504.0,0,GasA,4,1Story,1,3,Lvl,2,11883.0,Inside,3,0.0,020,RL,196.0,BrkFace,NA,0.0,6,5.0,CollgCr,66.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1504.0,181.0,3,115.0,1996,1996,2009,203000.0,12.220961258023925 +872,907275140,1828.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,462.0,1360.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,4,1,PConc,2,7,523.0,2,3,3,3,Attchd,1828.0,0,GasA,4,1Story,1,3,Lvl,2,12782.0,Inside,3,0.0,020,RL,164.0,BrkFace,NA,0.0,6,5.0,CollgCr,144.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1822.0,338.0,3,194.0,2002,2003,2009,279500.0,12.540757571577291 +873,907280170,1417.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,306.0,1111.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,511.0,2,3,1,3,Attchd,1417.0,0,GasA,4,1Story,1,3,Lvl,2,8750.0,Inside,3,0.0,020,RL,209.0,BrkFace,NA,0.0,8,7.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,117.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1417.0,177.0,3,60.0,1997,1998,2009,210000.0,12.254862809699606 +874,907285020,1057.0,977.0,0.0,NA,3,1Fam,3,1,1,0,4,318.0,739.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,4,0,0,PConc,2,7,645.0,2,3,2,3,Attchd,2034.0,1,GasA,4,2Story,1,3,Lvl,2,9375.0,Inside,3,0.0,060,RL,573.0,BrkFace,NA,0.0,2,1.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1057.0,612.0,3,576.0,1997,1998,2009,219500.0,12.299107511497363 +875,907285050,909.0,807.0,0.0,NA,2,1Fam,3,1,0,0,4,880.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,512.0,2,3,2,3,Attchd,1716.0,1,GasA,4,2Story,1,3,Lvl,2,8750.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,120.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,880.0,120.0,3,0.0,1996,1996,2009,191000.0,12.160028707028767 +876,907290070,1212.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1212.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,573.0,2,3,2,3,Attchd,1212.0,0,GasA,4,1Story,1,3,Lvl,2,9100.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1212.0,356.0,3,356.0,2001,2001,2009,178000.0,12.089538829274222 +877,907290090,1630.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1630.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,451.0,2,3,1,3,Attchd,1630.0,0,GasA,4,1Story,1,3,Lvl,2,9750.0,Inside,3,0.0,020,RL,171.0,BrkFace,NA,0.0,10,9.0,CollgCr,234.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1630.0,308.0,3,74.0,2000,2001,2009,213000.0,12.269047444691562 +878,907290180,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,163.0,685.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,6,5.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2004,2009,144000.0,11.877568578558138 +879,907290210,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,163.0,685.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2003,2009,140000.0,11.84939770159144 +880,907410130,1602.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,100.0,1478.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,810.0,3,3,2,3,Attchd,1602.0,0,GasA,4,1Story,1,3,Lvl,2,10200.0,Inside,3,0.0,020,RL,180.0,BrkFace,NA,0.0,1,0.0,CollgCr,48.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,195.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1578.0,243.0,3,0.0,2007,2007,2009,293200.0,12.588610248994634 +881,907412020,864.0,864.0,0.0,NA,3,1Fam,3,1,0,0,4,864.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,572.0,2,3,2,3,Attchd,1728.0,1,GasA,4,2Story,1,3,Lvl,2,9313.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,56.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,864.0,243.0,3,187.0,2004,2004,2009,190000.0,12.154779351142624 +882,907414020,1500.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1480.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,570.0,2,3,2,3,Attchd,1500.0,0,GasA,4,1Story,1,3,Lvl,2,8487.0,FR2,3,0.0,020,RL,210.0,BrkFace,NA,0.0,8,7.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1500.0,228.0,3,192.0,2004,2004,2009,190000.0,12.154779351142624 +883,907414080,738.0,738.0,0.0,NA,3,1Fam,3,1,1,0,4,545.0,193.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,540.0,2,3,3,3,Attchd,1476.0,1,GasA,4,2Story,1,3,Lvl,2,8633.0,FR2,3,0.0,060,RL,0.0,None,NA,0.0,2,1.0,CollgCr,35.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,738.0,135.0,3,100.0,2005,2005,2009,173500.0,12.063932878369052 +884,907420040,608.0,788.0,0.0,NA,3,1Fam,3,1,0,0,4,608.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,3,3,BuiltIn,1396.0,1,GasA,4,2Story,1,3,Lvl,2,11069.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,608.0,136.0,3,100.0,2007,2007,2009,170000.0,12.043553716032399 +885,908102050,1126.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,2,7,520.0,2,3,3,3,Detchd,1126.0,0,GasA,4,1Story,1,3,Lvl,2,8777.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Edwards,96.0,4,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,0.0,96.0,3,0.0,1949,2003,2009,108000.0,11.589886506106357 +886,908102270,1486.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,849.0,637.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,3,0,0,PConc,1,7,480.0,2,3,3,3,Detchd,1486.0,0,GasA,4,1Story,1,2,Lvl,2,9937.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1486.0,0.0,3,0.0,1964,1999,2009,167000.0,12.025749091398891 +887,908102290,816.0,0.0,0.0,NA,2,1Fam,3,2,1,0,3,126.0,690.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,288.0,1,2,1,2,Detchd,816.0,0,GasA,4,1Story,1,2,Lvl,1,8877.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,816.0,0.0,3,0.0,1938,1958,2009,100000.0,11.512925464970229 +888,908128060,495.0,1427.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,177.0,2,3,HdBoard,HdBoard,0,5,1,Slab,3,7,672.0,2,3,2,3,BuiltIn,1922.0,0,GasA,4,SFoyer,1,3,Lvl,2,7301.0,Corner,3,0.0,085,RL,500.0,BrkFace,NA,0.0,7,6.0,Edwards,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,0.0,177.0,3,0.0,2003,2003,2009,198500.0,12.198544379109382 +889,908151050,698.0,728.0,0.0,NA,3,1Fam,3,1,0,0,3,155.0,535.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,1,7,440.0,2,3,3,3,Attchd,1426.0,1,GasA,2,2Story,1,2,Bnk,2,7950.0,Corner,2,0.0,060,RL,140.0,BrkFace,NA,0.0,7,6.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,690.0,252.0,3,252.0,1977,1977,2009,159500.0,11.979799201207037 +890,908152035,1149.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,615.0,399.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,6,544.0,1,3,3,3,2Types,1149.0,0,GasA,2,1Story,1,2,Lvl,2,10682.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,240.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1014.0,240.0,3,0.0,1960,1971,2009,127000.0,11.751942365440728 +891,908152100,1125.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,410.0,631.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,2,2,1,CBlock,1,7,352.0,1,3,1,3,Detchd,1125.0,0,GasA,4,SLvl,1,2,Lvl,2,7200.0,Inside,3,0.0,080,RL,255.0,BrkFace,NA,0.0,10,9.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1041.0,296.0,3,296.0,1976,1976,2009,125000.0,11.736069016284437 +892,908154040,1698.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,464.0,1234.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,768.0,3,3,3,3,Attchd,1698.0,0,GasA,4,1Story,1,4,Lvl,2,13286.0,Inside,2,0.0,020,RL,340.0,Stone,NA,0.0,2,1.0,Edwards,64.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1698.0,391.0,3,327.0,2007,2008,2009,320000.0,12.676076274775909 +893,908186080,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,0.0,547.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,Wood,1,7,525.0,2,3,3,3,Basment,1072.0,0,GasA,3,SFoyer,1,2,Lvl,2,3675.0,Inside,3,0.0,180,RM,80.0,BrkFace,NA,0.0,4,3.0,Edwards,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,547.0,28.0,3,0.0,2005,2006,2009,145500.0,11.887931365593685 +894,908201040,698.0,0.0,0.0,NA,2,1Fam,3,1,0,1,3,698.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,4,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,698.0,0,GasA,4,1Story,1,2,Lvl,2,9405.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,200.0,8,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,698.0,200.0,3,0.0,1947,2008,2009,118000.0,11.678439903447801 +895,908203090,876.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,301.0,332.0,243.0,2,3,Y,Norm,Norm,3,0.0,2,2,AsbShng,AsbShng,3,0,0,CBlock,1,7,320.0,1,3,1,3,Detchd,876.0,0,GasA,2,1Story,1,2,HLS,1,6410.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,876.0,0.0,3,0.0,1959,1959,2009,85000.0,11.350406535472453 +896,908225290,1368.0,0.0,0.0,NA,3,1Fam,3,2,1,0,2,0.0,1078.0,0.0,3,1,Y,Norm,Norm,3,211.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,6,195.0,1,3,2,3,Attchd,1368.0,0,GasA,2,1Story,1,2,Lvl,2,11767.0,Inside,3,0.0,020,RL,0.0,None,Shed,900.0,6,5.0,Edwards,41.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1078.0,252.0,3,0.0,1950,1950,2009,120000.0,11.695247021764184 +897,908225370,1088.0,441.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,185.0,2,2,WdShing,WdShing,0,0,0,Slab,2,4,240.0,1,3,1,3,Detchd,1529.0,0,Wall,2,1.5Fin,1,2,Lvl,2,8405.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,2,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,0.0,277.0,3,92.0,1945,1950,2009,98000.0,11.49272275765271 +898,908229020,864.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,864.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,864.0,0,GasA,4,1Story,1,2,Lvl,2,4060.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,7,6.0,Edwards,96.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,864.0,96.0,3,0.0,1922,1950,2009,99900.0,11.511924964636645 +899,908250030,944.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,0.0,2,2,BrkComm,BrkComm,0,0,0,Slab,1,6,528.0,2,2,1,3,Detchd,944.0,0,GasW,1,1Story,1,1,Lvl,2,10206.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,2,2,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,0.0,3,0.0,1952,1952,2009,82000.0,11.314474526246391 +900,908275040,1678.0,0.0,0.0,NA,6,Duplx,3,1,0,0,3,1678.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1678.0,0,GasA,2,1Story,2,2,Lvl,2,10926.0,Inside,3,0.0,090,RL,74.0,BrkFace,NA,0.0,8,7.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1678.0,0.0,3,0.0,1959,1959,2009,119900.0,11.694413341015606 +901,908275110,1560.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,604.0,546.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,6,313.0,1,3,1,3,Attchd,1560.0,0,GasA,4,1Story,1,2,Lvl,2,11767.0,Inside,3,0.0,020,RL,259.0,BrkFace,NA,0.0,5,4.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1150.0,0.0,3,0.0,1956,1956,2009,103500.0,11.547326891687561 +902,908276150,960.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,672.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,AsbShng,AsbShng,3,0,0,CBlock,1,7,288.0,1,3,1,3,Basment,960.0,0,GasA,4,1Story,1,2,Lvl,2,8926.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,2,3,2,0.0,0,CompShg,Gable,Abnorml,COD,160.0,Pave,5,1.6094379124341003,1.0,0.0,672.0,224.0,3,64.0,1956,1956,2009,112000.0,11.626254150277232 +903,909101010,684.0,512.0,0.0,Grvl,3,1Fam,2,2,0,0,3,684.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,4,0,0,BrkTil,1,7,528.0,2,3,1,3,Detchd,1196.0,0,GasA,3,1.5Fin,1,3,Lvl,2,12354.0,Corner,3,0.0,050,RL,0.0,None,Shed,800.0,8,7.0,Edwards,46.0,7,5,2,0.0,0,CompShg,Gable,Normal,ConLI,0.0,Pave,7,1.9459101490553132,1.0,0.0,684.0,46.0,3,0.0,1920,2000,2009,110000.0,11.608235644774552 +904,909101100,854.0,444.0,0.0,Grvl,3,1Fam,3,1,0,0,3,94.0,626.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,256.0,1,3,1,3,Detchd,1298.0,0,GasA,4,1.5Fin,1,2,Lvl,2,8212.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,720.0,84.0,3,84.0,1941,1950,2009,122000.0,11.711776323715394 +905,909101140,984.0,620.0,0.0,Grvl,3,1Fam,3,1,0,0,3,156.0,408.0,420.0,2,4,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,5,660.0,2,3,1,3,Detchd,1604.0,0,GasA,4,1.5Fin,1,2,Lvl,2,10998.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,68.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,984.0,68.0,3,0.0,1941,1960,2009,117000.0,11.669929213779893 +906,909129090,832.0,436.0,0.0,Pave,3,1Fam,2,1,0,0,3,0.0,832.0,0.0,2,1,Y,Norm,Norm,4,55.0,2,2,MetalSd,MetalSd,0,4,2,PConc,1,7,250.0,1,3,1,3,Basment,1268.0,1,GasA,2,1.5Fin,1,2,Lvl,2,6300.0,Corner,3,0.0,050,RH,88.0,BrkFace,NA,0.0,7,6.0,SWISU,0.0,3,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,832.0,55.0,3,0.0,1938,1950,2009,160000.0,11.982929094215963 +907,909129100,848.0,672.0,0.0,Pave,3,1Fam,3,1,0,0,3,611.0,182.0,0.0,3,1,Y,Norm,Norm,4,56.0,2,2,VinylSd,Stucco,0,0,0,BrkTil,1,7,281.0,1,3,1,3,Detchd,1520.0,0,GasA,4,1.5Fin,1,2,Bnk,2,4500.0,Inside,1,0.0,050,RH,0.0,None,NA,0.0,7,6.0,SWISU,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,793.0,56.0,3,0.0,1932,2000,2009,159434.0,11.979385322467598 +908,909175080,438.0,0.0,0.0,NA,1,1Fam,2,1,0,0,3,0.0,290.0,0.0,3,1,N,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,246.0,1,3,1,3,Detchd,438.0,0,GasA,2,1Story,1,1,Bnk,2,8400.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,1,0.0,SWISU,0.0,4,1,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,1.0,0.0,290.0,0.0,3,0.0,1920,1950,2009,60000.0,11.002099841204238 +909,909178160,944.0,545.0,0.0,NA,3,1Fam,3,1,0,0,3,778.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,2,4,1,BrkTil,2,7,240.0,1,3,1,3,Detchd,1489.0,0,GasA,2,1.5Fin,1,2,Lvl,2,9900.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,SWISU,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,778.0,335.0,3,335.0,1940,1950,2009,139500.0,11.845819880243557 +910,909179020,1687.0,998.0,0.0,NA,5,1Fam,3,1,1,0,3,301.0,523.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Plywood,0,3,2,BrkTil,2,7,672.0,2,3,3,3,Basment,3082.0,1,GasA,4,2.5Fin,1,2,Lvl,2,15863.0,Corner,3,397.0,075,RL,0.0,None,NA,0.0,8,7.0,SWISU,63.0,2,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,12,2.4849066497880004,3.5,1.7416573867739413,824.0,199.0,3,136.0,1920,1970,2009,197000.0,12.190959007720126 +911,909250080,647.0,595.0,0.0,NA,3,1Fam,3,1,0,0,3,583.0,0.0,0.0,1,1,Y,Feedr,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,180.0,1,3,1,2,Detchd,1242.0,1,GasA,3,2Story,1,2,Bnk,2,5707.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,3,2.0,SWISU,96.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,583.0,425.0,3,329.0,1935,1950,2009,105000.0,11.56171562913966 +912,909250220,1328.0,653.0,0.0,NA,4,1Fam,3,1,1,0,3,500.0,622.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,WdShing,Plywood,3,3,2,BrkTil,2,5,576.0,2,3,1,3,Detchd,1981.0,0,GasA,2,1.5Fin,1,3,Lvl,2,7804.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,12,11.0,SWISU,44.0,2,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1122.0,475.0,3,431.0,1928,1950,2009,135000.0,11.813030057420567 +913,909251050,1232.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,4,180.0,2,3,Stucco,Stucco,0,4,1,BrkTil,1,7,440.0,2,3,1,3,Detchd,1232.0,0,GasA,4,1Story,1,3,Lvl,2,8574.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,10,9.0,Crawfor,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,816.0,180.0,3,0.0,1916,2000,2009,147500.0,11.901583454762012 +914,909251170,1160.0,448.0,0.0,NA,3,1Fam,3,1,0,0,3,712.0,264.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,3,4,1,BrkTil,2,7,216.0,1,3,1,2,Detchd,1608.0,1,GasA,4,1.5Fin,1,3,Lvl,2,6171.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,SWISU,16.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,976.0,163.0,3,147.0,1925,1990,2009,137450.0,11.83101549359339 +915,909252020,575.0,560.0,0.0,NA,3,1Fam,4,1,1,0,4,0.0,350.0,210.0,5,4,Y,Feedr,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,3,0,0,PConc,1,7,576.0,2,3,2,3,Detchd,1135.0,0,GasA,4,2Story,1,3,Lvl,2,7200.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,4,3.0,SWISU,0.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,560.0,256.0,3,256.0,1936,2007,2009,155000.0,11.951180395901384 +916,909253010,1172.0,741.0,0.0,NA,3,1Fam,3,1,0,0,3,896.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Stone,0,3,1,BrkTil,1,7,342.0,2,2,1,2,Detchd,1913.0,1,GasA,3,1.5Fin,1,2,Bnk,2,7558.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Crawfor,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,896.0,0.0,3,0.0,1928,1950,2009,177000.0,12.083905011555967 +917,909253180,877.0,600.0,0.0,NA,3,1Fam,3,1,0,1,3,861.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,216.0,1,3,1,3,Detchd,1477.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6292.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,8,7.0,SWISU,50.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,861.0,50.0,3,0.0,1928,1950,2009,145000.0,11.884489021402711 +918,909254010,628.0,600.0,0.0,NA,3,1Fam,2,2,0,0,3,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,BrkTil,1,7,215.0,1,3,1,2,Detchd,1228.0,0,GasA,4,2Story,1,2,Lvl,2,7155.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,Crawfor,113.0,7,6,2,0.0,0,CompShg,Gambrel,Normal,WD,195.0,Pave,6,1.791759469228055,1.0,0.0,600.0,308.0,3,0.0,1918,1990,2009,137000.0,11.827736204810263 +919,909257050,1276.0,804.0,0.0,NA,3,1Fam,3,1,0,0,4,1276.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,3,4,2,BrkTil,1,7,282.0,1,3,1,3,Detchd,2080.0,1,GasA,4,2Story,1,3,Lvl,2,10918.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,8,6,2,0.0,0,CompShg,Gambrel,Normal,WD,145.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,1276.0,145.0,3,0.0,1926,2004,2009,234000.0,12.363076394339839 +920,909275080,840.0,727.0,0.0,NA,2,1Fam,3,1,1,0,3,112.0,728.0,0.0,5,1,Y,Norm,Norm,4,150.0,2,2,Wd Sdng,Wd Sdng,4,3,2,CBlock,1,5,440.0,2,3,1,3,Detchd,1567.0,1,GasA,4,1.5Fin,1,2,HLS,1,13680.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,2,1.0,Crawfor,21.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,840.0,171.0,3,0.0,1940,1950,2009,205000.0,12.230765258120545 +921,909276110,753.0,741.0,0.0,NA,3,1Fam,3,1,0,0,3,224.0,547.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,213.0,1,3,1,3,Attchd,1494.0,0,GasA,1,2Story,1,3,Bnk,2,7500.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,11,10.0,Crawfor,0.0,6,5,1,0.0,0,CompShg,Gable,Normal,WD,224.0,Pave,7,1.9459101490553132,1.0,0.0,771.0,224.0,3,0.0,1942,1950,2009,177500.0,12.086725887897607 +922,909276200,976.0,332.0,0.0,NA,2,1Fam,2,1,1,0,3,300.0,428.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,3,MetalSd,MetalSd,0,3,2,BrkTil,1,5,256.0,1,3,1,3,Detchd,1308.0,1,GasA,4,1.5Fin,1,2,HLS,2,9600.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Crawfor,70.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,728.0,70.0,3,0.0,1940,1950,2009,160000.0,11.982929094215963 +923,909277090,1273.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,480.0,793.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,307.0,1,3,1,3,Attchd,1273.0,0,GasA,4,1Story,1,2,HLS,2,14680.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,115.0,Pave,5,1.6094379124341003,1.0,0.0,1273.0,598.0,3,483.0,1960,1960,2009,155000.0,11.951180395901384 +924,909277100,964.0,0.0,0.0,Grvl,2,1Fam,3,1,1,0,4,163.0,713.0,0.0,5,1,Y,Norm,Norm,4,44.0,3,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,432.0,2,3,1,3,Detchd,964.0,0,GasA,4,1Story,1,2,HLS,2,13360.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,876.0,44.0,3,0.0,1921,2006,2009,163500.0,12.004568269319446 +925,909278020,820.0,523.0,0.0,NA,3,1Fam,3,1,0,0,3,731.0,0.0,0.0,1,1,Y,Norm,Norm,4,102.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,186.0,1,3,1,2,Detchd,1343.0,1,GasA,4,1.5Fin,1,2,Lvl,2,7681.0,FR2,2,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,731.0,294.0,3,192.0,1921,1950,2009,154900.0,11.95053502640496 +926,909279010,1240.0,1240.0,0.0,NA,5,Duplx,3,1,0,0,3,674.0,246.0,0.0,2,1,Y,Norm,Norm,4,57.0,2,2,Wd Sdng,Wd Sdng,0,4,2,BrkTil,2,7,400.0,2,3,1,3,Detchd,2480.0,1,GasA,4,2.5Unf,2,2,HLS,2,8145.0,Corner,2,0.0,090,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,13,2.5649493574615367,2.5,1.1622776601683795,920.0,57.0,3,0.0,1940,1950,2009,205000.0,12.230765258120545 +927,909282130,1112.0,0.0,0.0,NA,2,1Fam,3,2,1,0,3,264.0,154.0,694.0,3,5,Y,Feedr,Norm,4,0.0,3,2,BrkFace,BrkFace,3,4,1,BrkTil,1,7,390.0,1,3,1,3,Attchd,1112.0,0,GasA,4,1Story,1,2,Lvl,2,9100.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1112.0,0.0,3,0.0,1954,1954,2009,144800.0,11.883108758933753 +928,909425060,860.0,704.0,0.0,NA,3,1Fam,3,1,0,0,3,429.0,275.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,234.0,1,3,1,3,Attchd,1564.0,1,GasA,4,2Story,1,1,Bnk,2,12000.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,704.0,0.0,3,0.0,1941,1950,2009,174500.0,12.069680020624618 +929,909425130,1561.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,621.0,65.0,875.0,2,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,4,1,CBlock,2,7,463.0,2,3,3,3,Attchd,1561.0,0,GasA,2,1Story,1,2,Lvl,2,13339.0,Inside,2,0.0,020,RL,132.0,Stone,NA,0.0,5,4.0,Crawfor,148.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,120.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1561.0,268.0,3,0.0,1960,1960,2009,193000.0,12.170445467887022 +930,909426090,986.0,537.0,0.0,NA,3,1Fam,3,1,1,0,3,248.0,312.0,507.0,4,3,N,Norm,Norm,4,81.0,2,2,BrkComm,BrkComm,0,3,1,BrkTil,2,2,295.0,1,3,1,3,Attchd,1523.0,0,GasW,1,1.5Fin,1,1,Bnk,2,15600.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,Crawfor,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1067.0,81.0,3,0.0,1949,2005,2009,158000.0,11.970350312009105 +931,909427200,1152.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,1092.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,4,4,1,CBlock,1,7,300.0,1,3,1,3,Attchd,1152.0,0,GasA,4,1Story,1,3,Lvl,2,14000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Crawfor,36.0,7,5,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1092.0,36.0,3,0.0,1950,2004,2009,158500.0,11.973509872299472 +932,909428240,1906.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,91.0,784.0,435.0,2,4,Y,PosA,Norm,4,0.0,2,2,HdBoard,HdBoard,0,4,2,PConc,1,7,576.0,2,3,1,3,Basment,1906.0,1,GasA,4,1Story,1,2,Bnk,1,17500.0,Corner,3,0.0,020,RL,420.0,Stone,NA,0.0,1,0.0,Crawfor,201.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1310.0,201.0,3,0.0,1954,1954,2009,224000.0,12.319401330837177 +933,909451040,516.0,516.0,0.0,NA,2,TwnhsI,3,1,0,0,3,516.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,4,3,1,CBlock,1,7,452.0,2,3,1,3,Detchd,1032.0,0,GasA,2,2Story,1,2,Lvl,2,1733.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,5,4.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,516.0,279.0,3,279.0,1980,1980,2009,115000.0,11.652687407345388 +934,909451100,561.0,668.0,0.0,NA,2,TwnhsE,3,2,1,0,4,90.0,471.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,4,3,1,CBlock,1,7,462.0,2,3,3,3,Attchd,1229.0,1,GasA,2,2Story,1,3,Lvl,2,1488.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,10,9.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,561.0,176.0,3,176.0,1980,1992,2009,137000.0,11.827736204810263 +935,909451140,561.0,668.0,0.0,NA,2,TwnhsI,3,1,0,0,4,561.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,3,1,CBlock,1,7,462.0,2,3,3,3,Attchd,1229.0,1,GasA,2,2Story,1,2,Lvl,2,1612.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,7,6.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,561.0,154.0,3,154.0,1980,1980,2009,121000.0,11.703545824578878 +936,909451180,561.0,668.0,0.0,NA,2,TwnhsE,3,1,0,0,4,276.0,285.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,4,3,1,CBlock,1,7,462.0,2,3,3,3,Attchd,1229.0,1,GasA,2,2Story,1,2,Lvl,2,1300.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,5,4.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,561.0,150.0,3,150.0,1980,1980,2009,124000.0,11.728036844587175 +937,909452050,1182.0,800.0,0.0,NA,3,1Fam,3,1,1,0,3,118.0,454.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,3,1,CBlock,2,7,501.0,2,3,3,3,BuiltIn,1982.0,1,GasA,3,SLvl,1,2,Lvl,2,13607.0,Inside,2,0.0,080,RL,242.0,BrkFace,Shed,1500.0,4,3.0,Crawfor,112.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,572.0,512.0,3,400.0,1986,1986,2009,208000.0,12.245293358683455 +938,909475040,2365.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,581.0,803.0,419.0,6,5,Y,Norm,Norm,4,0.0,3,3,BrkFace,BrkFace,4,4,2,CBlock,2,6,551.0,2,3,3,3,Attchd,2365.0,0,GasA,2,1Story,1,4,Bnk,2,17597.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Crawfor,144.0,8,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1803.0,344.0,3,200.0,1971,2009,2009,315000.0,12.66032791780777 +939,909475300,1680.0,0.0,182.0,NA,3,1Fam,3,1,1,0,4,72.0,808.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,Wd Sdng,Plywood,0,4,1,CBlock,2,7,540.0,2,3,3,3,Attchd,1680.0,0,GasA,4,1Story,1,3,Lvl,2,21695.0,Corner,2,0.0,020,RL,260.0,BrkFace,NA,0.0,12,11.0,Crawfor,44.0,8,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,880.0,518.0,3,292.0,1988,2007,2009,222000.0,12.310432660854417 +940,910202070,672.0,672.0,0.0,NA,3,1Fam,2,1,0,0,3,216.0,456.0,0.0,3,1,Y,Norm,Norm,3,218.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,468.0,1,2,1,3,Detchd,1344.0,0,GasA,3,2Story,1,2,Lvl,2,10690.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,128.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,672.0,346.0,3,0.0,1920,1997,2009,147000.0,11.898187865760873 +941,910204050,928.0,928.0,0.0,NA,5,1Fam,3,1,0,0,3,760.0,0.0,0.0,1,1,N,Norm,Norm,4,78.0,2,2,AsbShng,AsbShng,0,0,0,BrkTil,2,7,576.0,2,3,1,3,Detchd,2168.0,0,GasA,4,2Story,1,3,Bnk,2,8660.0,Inside,3,312.0,070,RM,0.0,None,NA,0.0,12,11.0,IDOTRR,160.0,5,4,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,760.0,705.0,3,467.0,1900,1993,2009,123000.0,11.719939634354555 +942,910205020,596.0,596.0,0.0,NA,3,1Fam,3,2,0,0,3,596.0,0.0,0.0,1,1,N,Norm,Norm,4,137.0,2,2,Wd Sdng,WdShing,2,0,0,PConc,1,7,189.0,1,2,1,2,Detchd,1192.0,0,GasA,2,2Story,1,2,Lvl,2,6402.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,596.0,137.0,3,0.0,1920,1950,2009,78000.0,11.26446410567173 +943,911103050,1013.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,1013.0,0.0,0.0,1,1,N,Feedr,Feedr,4,156.0,1,1,Plywood,Plywood,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1526.0,0,GasA,2,1.5Fin,1,1,Lvl,2,8470.0,Corner,2,513.0,050,C,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,1,2,0,0.0,0,CompShg,Hip,Abnorml,ConLD,0.0,Pave,6,1.791759469228055,1.0,0.0,1013.0,156.0,3,0.0,1915,1982,2009,85000.0,11.350406535472453 +944,911104060,572.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,572.0,0.0,0.0,1,1,N,Norm,Norm,1,72.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,200.0,1,3,1,3,Detchd,572.0,0,GasA,1,1Story,1,2,Lvl,2,10200.0,Inside,3,0.0,030,C,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,572.0,72.0,3,0.0,1925,1950,2009,75000.0,11.225243392518447 +945,911370500,1648.0,0.0,153.0,NA,2,TwnhsE,3,4,1,1,5,120.0,1476.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,482.0,2,3,3,3,Attchd,1648.0,0,GasA,4,1Story,1,4,HLS,1,3843.0,Inside,2,0.0,120,RM,174.0,Stone,NA,0.0,6,5.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1596.0,368.0,3,162.0,2007,2008,2009,230000.0,12.345834587905333 +946,912251110,810.0,0.0,0.0,NA,1,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,3,0.0,1,1,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,6,280.0,1,3,1,3,Detchd,810.0,0,GasA,2,1Story,1,2,Lvl,2,21780.0,Inside,3,0.0,030,I,0.0,None,NA,0.0,3,2.0,IDOTRR,24.0,3,1,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Grvl,4,1.3862943611198906,1.0,0.0,0.0,143.0,2,119.0,1910,1950,2009,57625.0,10.96171178029895 +947,914465020,1040.0,1012.0,0.0,NA,3,1Fam,3,1,0,0,4,412.0,445.0,250.0,5,4,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,3,1,PConc,2,7,642.0,3,3,3,3,BuiltIn,2052.0,1,GasA,4,2Story,1,3,Lvl,2,10125.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Mitchel,91.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1107.0,301.0,3,210.0,2000,2001,2009,251000.0,12.43320821811392 +948,914465040,1518.0,631.0,0.0,NA,1,1Fam,3,1,1,0,5,83.0,1351.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,1,7,670.0,2,3,2,3,Attchd,2149.0,1,GasA,4,1.5Fin,1,3,Lvl,2,12822.0,CulDSac,2,0.0,050,RL,0.0,None,NA,0.0,8,7.0,Mitchel,43.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,198.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1434.0,409.0,3,168.0,2003,2003,2009,239686.0,12.387085012375499 +949,914465055,1710.0,0.0,0.0,NA,3,1Fam,3,2,0,0,5,1710.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,550.0,2,3,3,3,Attchd,1710.0,0,GasA,4,1Story,1,3,Lvl,2,12118.0,CulDSac,2,0.0,020,RL,108.0,Stone,NA,0.0,4,3.0,Mitchel,48.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,180.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1710.0,328.0,3,100.0,2004,2005,2009,240000.0,12.388394202324129 +950,914474070,804.0,1157.0,0.0,NA,3,1Fam,3,1,1,0,5,114.0,690.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,560.0,2,3,3,3,BuiltIn,1961.0,1,GasA,4,2Story,1,3,Lvl,2,12209.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Mitchel,192.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,804.0,317.0,3,125.0,2001,2002,2009,215000.0,12.2783933071098 +951,914475010,926.0,0.0,0.0,NA,2,1Fam,3,3,1,0,3,135.0,767.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,1,CBlock,1,7,351.0,1,3,1,3,Attchd,926.0,0,GasA,4,SFoyer,1,2,Lvl,2,9750.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,902.0,319.0,3,319.0,1977,1977,2009,156450.0,11.960491749097029 +952,914475030,1287.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,0.0,841.0,116.0,6,2,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,2,2,2,CBlock,1,7,541.0,2,3,2,3,Attchd,1287.0,1,GasA,2,SFoyer,1,2,Bnk,2,9360.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,11,10.0,Mitchel,39.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,120.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,957.0,461.0,3,302.0,1977,1977,2009,173000.0,12.061046873479915 +953,914476020,1302.0,432.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,539.0,2,3,1,3,Attchd,1734.0,0,GasA,2,1.5Fin,2,3,Lvl,2,10125.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,8,7.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,0.0,0.0,3,0.0,1977,1977,2009,126000.0,11.744037185933616 +954,914476380,1217.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,577.0,611.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,0,0,PConc,2,7,497.0,2,3,1,3,Attchd,1217.0,0,GasA,4,SLvl,1,3,Lvl,2,9947.0,CulDSac,2,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Mitchel,27.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1188.0,195.0,3,168.0,1990,1991,2009,173000.0,12.061046873479915 +955,914476430,1595.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,1527.0,55.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,2,7,672.0,2,3,1,3,Detchd,1595.0,0,GasA,2,1Story,1,2,Lvl,2,11070.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1582.0,0.0,3,0.0,1991,1991,2009,152000.0,11.931635799828413 +956,916176030,1344.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,354.0,111.0,354.0,6,3,Y,Norm,Norm,3,0.0,2,2,HdBoard,HdBoard,0,4,1,CBlock,1,7,525.0,2,3,2,3,Basment,1344.0,0,GasA,3,SLvl,1,3,Lvl,2,14375.0,CulDSac,2,0.0,020,RL,541.0,BrkFace,NA,0.0,1,0.0,Timber,118.0,5,5,2,0.0,0,CompShg,Gable,Abnorml,COD,233.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,819.0,351.0,1,0.0,1958,1958,2009,137500.0,11.831379196088763 +957,916176125,2036.0,0.0,0.0,NA,3,1Fam,3,4,2,0,4,80.0,1236.0,820.0,5,3,Y,Norm,Norm,4,0.0,2,2,BrkFace,BrkFace,0,4,2,CBlock,2,7,513.0,2,3,2,3,Attchd,2036.0,0,GasW,2,1Story,1,2,Low,0,215245.0,Inside,0,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Timber,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,2136.0,0.0,3,0.0,1965,1965,2009,375000.0,12.834681304952548 +958,916380070,1620.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,598.0,1022.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,912.0,3,3,3,3,Attchd,1620.0,0,GasA,4,1Story,1,4,HLS,2,12898.0,Inside,2,0.0,020,RL,70.0,Stone,NA,0.0,9,8.0,Timber,0.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1620.0,228.0,3,228.0,2007,2008,2009,315500.0,12.661913960963405 +959,916382010,846.0,846.0,0.0,NA,3,1Fam,3,3,0,0,5,846.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,650.0,2,3,2,3,Attchd,1692.0,1,GasA,3,2Story,1,3,HLS,2,13159.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Timber,114.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,846.0,322.0,3,208.0,2009,2009,2009,224500.0,12.321630986164447 +960,916382100,2036.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,432.0,1758.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,1,CBlock,2,7,780.0,3,3,3,3,Attchd,2036.0,0,GasA,4,1Story,1,4,HLS,2,13438.0,Corner,2,0.0,020,RL,246.0,Stone,NA,0.0,7,6.0,Timber,154.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,2190.0,244.0,3,90.0,2008,2008,2009,410000.0,12.92391243868049 +961,916382110,1641.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,526.0,1115.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,0,0,PConc,2,7,885.0,3,3,3,3,Attchd,1641.0,0,GasA,4,1Story,1,4,HLS,2,14463.0,Corner,2,0.0,020,RL,406.0,BrkFace,NA,0.0,1,0.0,Timber,95.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1641.0,95.0,3,0.0,2008,2008,2009,316500.0,12.665078520566368 +962,916386140,1466.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1450.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,610.0,3,3,3,3,Attchd,1466.0,0,GasA,4,1Story,1,3,HLS,2,8925.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Timber,18.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1466.0,118.0,3,100.0,2007,2007,2009,201000.0,12.211060187041213 +963,916403010,1412.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,387.0,1005.0,0.0,6,1,Y,Norm,Norm,4,169.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,576.0,2,3,1,3,Attchd,1412.0,0,GasA,2,1Story,1,3,Lvl,2,11457.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Timber,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1392.0,169.0,3,0.0,1988,1988,2009,175000.0,12.072541252905651 +964,916403200,1375.0,862.0,0.0,NA,3,1Fam,3,1,0,0,4,250.0,462.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,3,1,PConc,2,7,440.0,2,3,3,3,BuiltIn,2237.0,1,GasA,4,2Story,1,3,Lvl,2,9839.0,CulDSac,2,0.0,060,RL,0.0,None,Shed,2500.0,2,1.0,Timber,24.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,712.0,329.0,3,305.0,1980,2006,2009,204000.0,12.225875272826354 +965,916403250,1479.0,0.0,0.0,NA,3,1Fam,3,4,2,0,4,117.0,904.0,624.0,6,5,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,2,1,PConc,2,6,578.0,2,3,3,3,Attchd,1479.0,1,GasA,4,SLvl,1,3,Lvl,2,14419.0,Corner,2,0.0,080,RL,310.0,BrkFace,NA,0.0,7,6.0,Timber,238.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,4.5,2.2426406871192848,1645.0,462.0,3,224.0,1987,1989,2009,213500.0,12.271392111650817 +966,916455070,1296.0,0.0,0.0,NA,2,1Fam,3,1,1,0,5,262.0,1005.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,471.0,2,3,3,3,Attchd,1296.0,0,GasA,4,1Story,1,3,Lvl,2,6853.0,Inside,2,0.0,020,RL,136.0,BrkFace,NA,0.0,6,5.0,Timber,25.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1267.0,217.0,3,192.0,2001,2002,2009,220000.0,12.301382825334498 +967,916460110,1072.0,942.0,0.0,NA,3,1Fam,3,1,0,0,4,912.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,486.0,2,3,3,3,Attchd,2014.0,1,GasA,4,2Story,1,3,Lvl,2,9157.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Timber,114.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,912.0,238.0,3,124.0,2003,2003,2009,170000.0,12.043553716032399 +968,916475040,1838.0,0.0,0.0,NA,2,1Fam,3,3,1,0,5,578.0,1260.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,765.0,3,3,3,3,Attchd,1838.0,0,GasA,4,1Story,1,4,Lvl,2,14601.0,Inside,3,0.0,020,RL,584.0,BrkFace,NA,0.0,3,2.0,Timber,68.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1838.0,338.0,3,270.0,2006,2006,2009,315000.0,12.66032791780777 +969,921128050,1978.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,338.0,1640.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,920.0,3,3,3,3,Attchd,1978.0,0,GasA,4,1Story,1,4,HLS,2,12633.0,Inside,2,0.0,020,RL,290.0,Stone,NA,0.0,5,4.0,Timber,52.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1978.0,360.0,3,308.0,2007,2007,2009,425000.0,12.959844447906553 +970,923201100,1008.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,476.0,532.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,384.0,1,3,1,3,Attchd,1008.0,0,GasA,3,1Story,1,3,Lvl,2,12518.0,Inside,2,0.0,020,RL,182.0,BrkFace,NA,0.0,4,3.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1008.0,144.0,3,144.0,1968,1968,2009,139500.0,11.845819880243557 +971,923202060,1771.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,1,2,HdBoard,HdBoard,4,3,1,Slab,1,6,336.0,2,3,1,3,Attchd,1771.0,0,GasA,2,1Story,1,2,Lvl,2,21750.0,Inside,3,0.0,020,RL,75.0,BrkFace,NA,0.0,11,10.0,Mitchel,0.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,1.0,0.0,0.0,0.0,3,0.0,1960,2006,2009,115000.0,11.652687407345388 +972,923203110,1204.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,338.0,866.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,412.0,2,3,3,3,Attchd,1204.0,0,GasA,4,1Story,1,2,Lvl,2,4500.0,FR2,3,0.0,120,RM,320.0,BrkFace,NA,0.0,6,5.0,Mitchel,247.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1204.0,247.0,3,0.0,1998,1998,2009,162000.0,11.99535161421452 +973,923203190,1224.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,341.0,883.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,402.0,2,3,3,3,Attchd,1224.0,0,GasA,4,1Story,1,2,Lvl,2,4500.0,FR2,3,0.0,120,RM,425.0,BrkFace,NA,0.0,6,5.0,Mitchel,304.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1224.0,304.0,3,0.0,1999,1999,2009,165000.0,12.013700752882718 +974,923225360,526.0,462.0,0.0,NA,2,TwnhsI,3,4,1,0,4,0.0,462.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,2,0,0,CBlock,1,7,297.0,1,3,1,3,BuiltIn,988.0,0,GasA,2,SLvl,1,2,Lvl,2,1596.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,11,10.0,MeadowV,101.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,462.0,221.0,3,120.0,1973,1973,2009,91000.0,11.418614785498987 +975,923225490,874.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,354.0,510.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,0,0,CBlock,1,7,288.0,1,3,2,3,Attchd,874.0,0,GasA,2,1Story,1,2,Lvl,2,9858.0,Inside,3,0.0,020,RL,0.0,None,Shed,600.0,11,10.0,Mitchel,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,33.0,3,33.0,1968,1968,2009,130000.0,11.77528972943772 +976,923226270,630.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,115.0,515.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,630.0,0,GasA,2,SFoyer,1,3,Lvl,2,1526.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,5,4.0,MeadowV,0.0,7,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,630.0,0.0,3,0.0,1970,2002,2009,86000.0,11.362102575235644 +977,923227080,1404.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,594.0,594.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,1,1,CBlock,2,7,504.0,2,3,1,3,Attchd,1404.0,0,GasA,4,1Story,1,2,Lvl,1,13383.0,Inside,2,0.0,020,RL,176.0,BrkFace,NA,0.0,3,2.0,Mitchel,16.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1188.0,16.0,3,0.0,1969,2000,2009,160000.0,11.982929094215963 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+980,923228230,546.0,546.0,0.0,NA,3,TwnhsE,3,1,0,0,3,0.0,273.0,273.0,4,2,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,2217.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,8,7.0,MeadowV,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,546.0,238.0,3,238.0,1970,1970,2009,88000.0,11.385092093460344 +981,923230200,796.0,0.0,0.0,NA,2,1Fam,3,3,0,1,4,0.0,720.0,76.0,6,4,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,336.0,1,3,1,3,Detchd,796.0,0,GasA,3,SFoyer,1,2,Lvl,2,7689.0,Inside,2,0.0,085,RL,0.0,None,NA,0.0,7,6.0,Mitchel,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,796.0,138.0,3,138.0,1972,1972,2009,131900.0,11.789799338705405 +982,923252075,1091.0,0.0,0.0,NA,2,1Fam,3,3,0,1,4,0.0,114.0,270.0,3,6,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,429.0,1,3,3,3,Attchd,1091.0,0,GasA,4,SLvl,1,2,Lvl,2,7706.0,Inside,3,0.0,080,RL,0.0,None,Shed,700.0,8,7.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,384.0,280.0,3,280.0,1993,1996,2009,131250.0,11.78485918045387 +983,923275040,1110.0,0.0,0.0,NA,1,1Fam,3,3,1,0,4,0.0,1097.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,3,1,PConc,1,7,602.0,2,3,3,3,Attchd,1110.0,0,GasA,4,SFoyer,1,3,Lvl,2,9101.0,Corner,2,0.0,085,RL,104.0,BrkFace,NA,0.0,7,6.0,Mitchel,30.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1097.0,333.0,3,303.0,1978,1978,2009,165500.0,12.016726473799254 +984,923275140,833.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,208.0,625.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,833.0,0,GasA,4,1Story,1,2,Lvl,2,8780.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,833.0,0.0,3,0.0,1985,1985,2009,112000.0,11.626254150277232 +985,923276260,883.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,0.0,718.0,110.0,6,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,WdShing,4,2,1,PConc,1,7,698.0,2,3,1,3,Detchd,883.0,0,GasA,2,SFoyer,1,2,Lvl,2,7669.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,6,5.0,Mitchel,32.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,828.0,132.0,3,100.0,1992,1993,2009,149000.0,11.911701584927597 +986,923400025,796.0,566.0,320.0,NA,1,1Fam,3,1,1,0,4,64.0,732.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,Wood,1,7,480.0,2,3,1,3,Attchd,1362.0,1,GasA,4,1.5Fin,1,2,Lvl,2,14115.0,Inside,2,0.0,050,RL,0.0,None,Shed,700.0,10,9.0,Mitchel,30.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,796.0,390.0,3,40.0,1993,1995,2009,143000.0,11.870599909242044 +987,923400110,624.0,663.0,0.0,NA,3,1Fam,3,1,0,0,4,294.0,330.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,WdShing,0,0,0,PConc,1,7,440.0,2,3,1,3,Detchd,1287.0,1,GasA,2,2Story,1,2,Lvl,2,10429.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,624.0,150.0,3,150.0,1992,1992,2009,130000.0,11.77528972943772 +988,924100040,1567.0,0.0,0.0,NA,2,1Fam,3,4,1,0,3,0.0,1567.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,ImStucc,0,3,2,PConc,2,7,714.0,2,3,2,3,Attchd,1567.0,0,GasA,2,1Story,1,3,Lvl,1,9819.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Mitchel,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1567.0,296.0,3,264.0,1977,1977,2009,196000.0,12.185869938212655 +989,924100060,784.0,848.0,0.0,NA,4,1Fam,3,4,0,0,3,0.0,496.0,288.0,4,2,Y,Norm,Norm,4,368.0,4,3,VinylSd,VinylSd,3,3,1,CBlock,1,7,898.0,2,3,2,3,Attchd,1632.0,1,GasA,4,2Story,1,2,Lvl,1,10457.0,Inside,2,0.0,060,RL,178.0,BrkFace,NA,0.0,4,3.0,Mitchel,173.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,784.0,541.0,3,0.0,1969,1969,2009,173000.0,12.061046873479915 +990,526351030,1414.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,245.0,528.0,411.0,5,4,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,3,1,CBlock,1,6,601.0,2,3,1,3,Attchd,1414.0,0,GasA,4,1Story,1,2,Lvl,2,11029.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,51.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,190.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1184.0,241.0,3,0.0,1958,2002,2008,176500.0,12.081076155355488 +991,526353050,2117.0,0.0,0.0,NA,4,1Fam,3,2,0,0,3,340.0,865.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Plywood,0,4,2,CBlock,2,7,550.0,2,3,3,3,Attchd,2117.0,1,GasA,4,1Story,1,2,Lvl,2,12925.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,42.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1205.0,42.0,3,0.0,1970,1970,2008,237500.0,12.377922902456833 +992,526354070,1092.0,1020.0,0.0,NA,4,1Fam,3,2,0,0,2,176.0,500.0,276.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,4,2,CBlock,2,7,576.0,2,3,1,3,Attchd,2112.0,1,GasA,2,2Story,1,2,Lvl,2,11075.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,952.0,280.0,3,280.0,1969,1969,2008,206900.0,12.239990863733635 +993,527105050,926.0,678.0,0.0,NA,3,1Fam,3,1,0,0,3,220.0,706.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,470.0,2,3,3,3,Attchd,1604.0,1,GasA,4,2Story,1,2,Lvl,2,8702.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,926.0,36.0,3,0.0,1997,1998,2008,187500.0,12.141534124392603 +994,527106050,680.0,790.0,0.0,NA,3,1Fam,3,1,0,0,4,204.0,476.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,420.0,2,3,3,3,BuiltIn,1470.0,1,GasA,3,2Story,1,2,Lvl,2,8139.0,Inside,3,0.0,060,RL,119.0,BrkFace,NA,0.0,10,9.0,Gilbert,49.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,680.0,241.0,3,192.0,1995,1996,2008,165000.0,12.013700752882718 +995,527106140,926.0,678.0,0.0,NA,3,1Fam,3,4,0,0,4,75.0,851.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,472.0,2,3,3,3,Attchd,1604.0,1,GasA,4,2Story,1,2,Lvl,2,9535.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,82.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,926.0,182.0,3,100.0,1998,1998,2008,195500.0,12.183315658407558 +996,527106150,943.0,695.0,0.0,NA,3,1Fam,3,4,1,0,4,115.0,828.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,PConc,2,7,472.0,2,3,3,3,Attchd,1638.0,1,GasA,3,2Story,1,2,Lvl,2,9042.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,38.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,943.0,138.0,3,100.0,1998,1998,2008,192000.0,12.165250651009918 +997,527107010,916.0,720.0,0.0,NA,3,1Fam,3,1,0,0,4,778.0,138.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,386.0,2,3,3,3,Attchd,1636.0,1,GasA,3,2Story,1,2,Lvl,2,15038.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,11,10.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,916.0,252.0,3,168.0,1996,1996,2008,173000.0,12.061046873479915 +998,527107090,1384.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,898.0,450.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,404.0,2,3,1,3,Attchd,1384.0,0,GasA,3,1Story,1,3,Lvl,2,14137.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Gilbert,39.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1348.0,39.0,3,0.0,1996,1997,2008,177900.0,12.088976873653927 +999,527107210,729.0,717.0,0.0,NA,3,1Fam,3,4,0,1,4,125.0,604.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,406.0,2,3,1,3,Attchd,1446.0,1,GasA,4,2Story,1,2,HLS,2,21872.0,FR2,1,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,22.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,729.0,286.0,3,264.0,1996,1997,2008,175000.0,12.072541252905651 +1000,527127140,1593.0,0.0,0.0,NA,0,TwnhsE,3,3,1,0,5,440.0,1153.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,1,7,682.0,2,3,3,3,Attchd,1593.0,1,GasA,4,1Story,1,4,Lvl,2,4923.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,120.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,224.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1593.0,344.0,3,0.0,2001,2002,2008,286000.0,12.56374708980199 +1001,527131110,1682.0,0.0,0.0,NA,1,1Fam,3,2,1,0,5,1008.0,656.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,3,1,PConc,1,6,528.0,2,3,3,3,Attchd,1682.0,1,GasA,4,1Story,1,3,Lvl,2,6264.0,Corner,2,0.0,120,RL,0.0,None,NA,0.0,7,6.0,StoneBr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1664.0,0.0,3,0.0,1997,1997,2008,247900.0,12.420780718023282 +1002,527140090,1337.0,0.0,168.0,NA,2,TwnhsE,3,1,1,0,4,604.0,733.0,0.0,6,1,Y,Norm,Norm,4,70.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,462.0,2,3,2,3,Attchd,1337.0,0,GasA,3,1Story,1,3,HLS,2,5395.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,10,9.0,StoneBr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1337.0,334.0,3,96.0,1993,1993,2008,180000.0,12.100712129872347 +1003,527145090,1280.0,0.0,0.0,NA,2,TwnhsE,3,2,0,0,4,1280.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,506.0,2,3,2,3,Attchd,1280.0,0,GasA,4,1Story,1,3,HLS,2,5070.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,82.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1280.0,226.0,3,0.0,1992,1992,2008,180000.0,12.100712129872347 +1004,527161010,926.0,678.0,0.0,NA,3,1Fam,3,1,0,0,4,926.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,470.0,2,3,3,3,Attchd,1604.0,1,GasA,4,2Story,1,2,Lvl,2,10839.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,926.0,36.0,3,0.0,1997,1998,2008,181000.0,12.106252310247962 +1005,527162180,932.0,701.0,0.0,NA,3,1Fam,3,1,0,0,4,932.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,460.0,2,3,3,3,Attchd,1633.0,1,GasA,3,2Story,1,2,Lvl,2,11184.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,39.0,4,5,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,932.0,39.0,3,0.0,1998,1998,2008,183000.0,12.117241431823558 +1006,527163100,773.0,885.0,0.0,NA,3,1Fam,3,1,1,0,4,554.0,219.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,431.0,2,3,3,3,Attchd,1658.0,1,GasA,3,2Story,1,2,Lvl,2,8000.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,773.0,308.0,3,224.0,1995,1996,2008,188000.0,12.144197241812087 +1007,527164120,1086.0,809.0,0.0,NA,3,1Fam,3,1,0,0,4,712.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,409.0,2,3,3,3,Attchd,1895.0,1,GasA,4,2Story,1,3,Lvl,2,10832.0,Corner,2,0.0,060,RL,0.0,None,Shed,500.0,10,9.0,Gilbert,46.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,712.0,189.0,3,143.0,1994,1996,2008,194500.0,12.178187442040638 +1008,527165010,851.0,858.0,0.0,NA,3,1Fam,3,1,1,0,4,332.0,504.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,0,0,PConc,2,7,416.0,2,3,3,3,Attchd,1709.0,1,GasA,3,2Story,1,3,Lvl,2,14067.0,FR3,3,0.0,060,RL,194.0,BrkFace,NA,0.0,9,8.0,Gilbert,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,836.0,40.0,3,0.0,1991,1991,2008,185000.0,12.128111104060462 +1009,527183030,1228.0,0.0,0.0,NA,2,TwnhsE,3,2,1,0,4,461.0,767.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,4,1,PConc,2,7,472.0,2,3,3,3,Attchd,1228.0,0,GasA,3,1Story,1,3,HLS,2,4671.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,10,9.0,StoneBr,120.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1228.0,288.0,3,168.0,1988,1989,2008,189000.0,12.14950229404178 +1010,527183060,1337.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,1018.0,319.0,0.0,6,1,Y,Norm,Norm,4,154.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,462.0,2,3,2,3,Attchd,1337.0,0,GasA,3,1Story,1,3,HLS,1,5950.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,4,3.0,StoneBr,73.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1337.0,227.0,3,0.0,1989,1989,2008,188500.0,12.146853285870202 +1011,527208010,1168.0,1332.0,0.0,NA,5,1Fam,3,4,0,0,5,1152.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,683.0,3,3,3,3,BuiltIn,2500.0,1,GasA,4,2Story,1,4,HLS,2,13543.0,Corner,2,0.0,060,RL,130.0,Stone,NA,0.0,7,6.0,StoneBr,32.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1168.0,224.0,3,192.0,2005,2005,2008,355000.0,12.779873068457553 +1012,527212050,1134.0,1370.0,0.0,NA,4,1Fam,4,1,0,0,4,1122.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,656.0,3,3,3,3,BuiltIn,2504.0,1,GasA,4,2Story,1,4,Lvl,2,11198.0,Inside,2,0.0,060,RL,245.0,BrkFace,NA,0.0,6,5.0,StoneBr,39.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1122.0,183.0,3,144.0,2005,2007,2008,325000.0,12.691580461311874 +1013,527214030,1884.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,547.0,1337.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,670.0,3,3,3,3,Attchd,1884.0,0,GasA,4,1Story,1,4,HLS,2,15401.0,CulDSac,2,0.0,020,RL,296.0,BrkFace,NA,0.0,9,8.0,StoneBr,76.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1884.0,290.0,3,214.0,2004,2004,2008,387000.0,12.866179972011919 +1014,527226020,1474.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1632.0,0.0,0.0,1,1,Y,Feedr,Norm,3,144.0,2,2,BrkFace,BrkFace,0,4,2,CBlock,1,5,495.0,2,3,1,3,Attchd,1474.0,0,GasA,2,1Story,1,2,Bnk,2,31220.0,FR2,2,0.0,020,RL,0.0,None,Shed,750.0,5,4.0,Gilbert,0.0,1,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1632.0,144.0,2,0.0,1952,1952,2008,115000.0,11.652687407345388 +1015,527252080,1710.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,5,676.0,1034.0,0.0,6,1,Y,PosN,PosN,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,557.0,2,3,2,3,Attchd,1710.0,0,GasA,4,1Story,1,4,HLS,2,8118.0,Inside,3,0.0,120,RL,178.0,BrkFace,NA,0.0,7,6.0,StoneBr,48.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1710.0,204.0,3,156.0,2007,2007,2008,334000.0,12.718896271958837 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Sdng,0,5,1,CBlock,2,7,528.0,2,3,2,3,Attchd,1688.0,0,GasA,4,1Story,1,4,Lvl,2,12680.0,Inside,2,0.0,020,RL,102.0,BrkFace,NA,0.0,6,5.0,NWAmes,48.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,141.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1675.0,189.0,3,0.0,1988,1988,2008,226500.0,12.330500223905226 +1019,527302050,1422.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,606.0,588.0,228.0,6,2,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,4,3,1,CBlock,2,7,576.0,2,3,3,3,Attchd,1422.0,0,GasA,2,1Story,1,3,Lvl,2,12090.0,Inside,2,0.0,020,RL,210.0,BrkFace,NA,0.0,6,5.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1422.0,276.0,3,276.0,1981,1981,2008,175500.0,12.075394321888057 +1020,527302070,1260.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,513.0,747.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,WdShing,Plywood,0,0,0,CBlock,2,7,598.0,2,3,1,3,Attchd,1260.0,0,GasA,2,1Story,1,2,Lvl,2,10825.0,Inside,2,0.0,020,RL,174.0,BrkFace,NA,0.0,7,6.0,NWAmes,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1260.0,152.0,3,152.0,1983,1983,2008,181900.0,12.111212364506214 +1021,527302185,2064.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,656.0,1206.0,186.0,6,3,Y,Norm,Norm,4,0.0,3,3,Plywood,Plywood,0,2,2,CBlock,2,7,550.0,2,3,3,3,Attchd,2064.0,0,GasA,2,1Story,1,3,Lvl,2,18559.0,CulDSac,2,0.0,020,RL,383.0,BrkFace,NA,0.0,8,7.0,NWAmes,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,2048.0,200.0,3,200.0,1978,1978,2008,235000.0,12.367340793126296 +1022,527302210,1782.0,0.0,0.0,NA,3,1Fam,2,1,0,1,4,469.0,864.0,449.0,5,2,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,CBlock,2,7,551.0,2,3,3,3,Attchd,1782.0,0,GasA,2,1Story,1,3,Lvl,2,14450.0,Inside,3,0.0,020,RL,194.0,BrkFace,NA,0.0,3,2.0,NWAmes,0.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1782.0,467.0,3,467.0,1979,1979,2008,220000.0,12.301382825334498 +1023,527325070,1542.0,1330.0,0.0,NA,4,1Fam,4,1,1,0,4,434.0,896.0,0.0,5,1,Y,PosN,Norm,4,0.0,3,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,619.0,2,3,3,3,Attchd,2872.0,1,GasA,2,2Story,1,2,Lvl,2,12227.0,Corner,2,0.0,060,RL,424.0,BrkFace,NA,0.0,7,6.0,NWAmes,282.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,1330.0,832.0,3,550.0,1977,1995,2008,272000.0,12.513557345278134 +1024,527325240,1211.0,0.0,174.0,NA,3,1Fam,3,1,1,0,4,273.0,890.0,48.0,5,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,1,1,PConc,2,7,461.0,2,3,3,3,Attchd,1211.0,0,GasA,2,1Story,1,3,Lvl,2,13068.0,Corner,3,0.0,020,RL,621.0,BrkFace,NA,0.0,11,10.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1211.0,174.0,3,0.0,1976,1976,2008,161000.0,11.9891596439666 +1025,527326130,1126.0,0.0,0.0,NA,3,1Fam,3,3,0,1,4,266.0,767.0,93.0,5,2,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,540.0,2,3,2,3,Attchd,1126.0,0,GasA,2,1Story,1,4,Lvl,2,15611.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,NWAmes,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1126.0,180.0,3,180.0,1977,1977,2008,175000.0,12.072541252905651 +1026,527354160,1277.0,767.0,0.0,NA,3,1Fam,3,2,0,0,4,738.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,6,489.0,2,3,1,3,Attchd,2044.0,1,GasA,2,2Story,1,2,Lvl,2,10400.0,Inside,3,0.0,060,RL,280.0,BrkFace,NA,0.0,3,2.0,NWAmes,73.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,738.0,101.0,3,28.0,1980,1988,2008,185000.0,12.128111104060462 +1027,527357110,720.0,588.0,0.0,NA,3,1Fam,2,1,0,0,3,440.0,280.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,484.0,2,3,1,3,Detchd,1308.0,1,GasA,3,2Story,1,2,Lvl,2,9743.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NWAmes,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,720.0,0.0,3,0.0,1969,1969,2008,146900.0,11.897507362161969 +1028,527357180,1420.0,1420.0,0.0,NA,4,1Fam,3,1,0,1,4,432.0,988.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,3,4,2,PConc,2,5,1314.0,4,4,3,3,Attchd,2840.0,1,GasA,4,2Story,1,3,Lvl,2,12511.0,Corner,2,0.0,060,RL,168.0,BrkFace,NA,0.0,12,11.0,NWAmes,16.0,6,6,2,0.0,0,WdShake,Mansard,Normal,WD,208.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1420.0,224.0,3,0.0,1978,1978,2008,292500.0,12.58621994565405 +1029,527358120,1523.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,549.0,644.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,1,CBlock,2,7,478.0,2,3,3,3,Attchd,1523.0,0,GasA,2,1Story,1,2,Lvl,2,11361.0,Inside,3,0.0,020,RL,160.0,BrkFace,NA,0.0,5,4.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,COD,189.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1193.0,189.0,3,0.0,1976,1976,2008,180000.0,12.100712129872347 +1030,527359030,1444.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1444.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,4,1,CBlock,2,7,473.0,2,3,1,3,Attchd,1444.0,0,GasA,2,1Story,1,2,Lvl,2,10400.0,Inside,3,0.0,020,RL,120.0,BrkFace,NA,0.0,4,3.0,NWAmes,24.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1444.0,24.0,3,0.0,1976,1976,2008,159900.0,11.982303898822046 +1031,527359070,1098.0,866.0,0.0,NA,4,1Fam,3,1,0,0,3,400.0,403.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,1,CBlock,2,7,483.0,2,3,2,3,Attchd,1964.0,1,GasA,2,2Story,1,2,Lvl,2,10480.0,Inside,3,0.0,060,RL,660.0,BrkFace,NA,0.0,9,8.0,NWAmes,69.0,5,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,803.0,69.0,3,0.0,1976,1976,2008,205000.0,12.230765258120545 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+1048,527453160,855.0,601.0,0.0,NA,4,TwnhsE,3,1,0,0,4,275.0,286.0,294.0,5,2,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,0,0,CBlock,2,7,460.0,2,3,2,3,Attchd,1456.0,1,GasA,3,2Story,1,2,Lvl,2,2308.0,FR2,3,0.0,160,RL,0.0,None,NA,0.0,5,4.0,NPkVill,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,855.0,0.0,3,0.0,1975,1975,2008,143000.0,11.870599909242044 +1049,527454120,1055.0,0.0,0.0,NA,2,TwnhsI,3,1,0,0,4,677.0,378.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,0,0,CBlock,2,7,440.0,2,3,1,3,Attchd,1055.0,0,GasA,1,1Story,1,2,Lvl,2,2529.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,9,8.0,NPkVill,38.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1055.0,38.0,3,0.0,1977,1977,2008,148500.0,11.908340237224891 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+1054,528104080,1476.0,1237.0,0.0,NA,3,1Fam,3,3,1,0,5,122.0,1330.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,858.0,3,3,3,3,Attchd,2713.0,1,GasA,4,2Story,1,4,Lvl,2,14948.0,Inside,2,0.0,060,RL,268.0,Stone,NA,0.0,11,10.0,NridgHt,66.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,1452.0,192.0,3,126.0,2008,2008,2008,446261.0,13.008659261632127 +1055,528108150,1582.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,570.0,1012.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,905.0,3,3,3,3,Attchd,1582.0,0,GasA,4,1Story,1,3,Lvl,2,12704.0,Inside,3,0.0,020,RL,302.0,Stone,NA,0.0,1,0.0,NridgHt,95.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1582.0,304.0,3,209.0,2007,2007,2008,317500.0,12.668233097314884 +1056,528110080,1710.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,310.0,1400.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,866.0,3,3,2,3,Attchd,1710.0,0,GasA,4,1Story,1,3,Lvl,2,13891.0,Inside,3,0.0,020,RL,436.0,Stone,NA,0.0,1,0.0,NridgHt,102.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1710.0,102.0,3,0.0,2007,2008,2008,372402.0,12.827729194939907 +1057,528110110,2464.0,0.0,0.0,NA,4,1Fam,3,4,1,0,5,195.0,1728.0,495.0,6,4,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,650.0,3,3,3,3,Attchd,2464.0,1,GasA,4,1Story,1,4,Lvl,2,13693.0,Inside,3,0.0,020,RL,554.0,Stone,NA,0.0,8,7.0,NridgHt,78.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,2418.0,436.0,3,358.0,2007,2007,2008,417500.0,12.942039823273047 +1058,528114040,1950.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,575.0,1375.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,706.0,3,3,3,3,Attchd,1950.0,0,GasA,4,1Story,1,4,Lvl,2,14418.0,Inside,2,0.0,020,RL,480.0,BrkFace,NA,0.0,5,4.0,NridgHt,207.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1950.0,363.0,3,156.0,2007,2007,2008,383000.0,12.855790268162783 +1059,528118030,1850.0,898.0,0.0,NA,4,1Fam,3,4,1,0,5,430.0,1420.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,850.0,3,3,3,3,BuiltIn,2748.0,1,GasA,4,2Story,1,4,Lvl,2,13418.0,Inside,3,0.0,060,RL,270.0,BrkFace,NA,0.0,10,9.0,NridgHt,182.0,4,8,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1850.0,394.0,3,212.0,2006,2006,2008,390000.0,12.873902018105829 +1060,528118090,1632.0,1158.0,0.0,NA,4,1Fam,3,4,1,0,5,538.0,1082.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,1,PConc,2,7,1150.0,4,3,3,3,BuiltIn,2790.0,1,GasA,4,2Story,1,4,Lvl,2,12539.0,Inside,3,0.0,060,RL,468.0,BrkFace,NA,0.0,6,5.0,NridgHt,200.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,192.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1620.0,422.0,3,30.0,2005,2006,2008,460000.0,13.038981768465277 +1061,528120130,1414.0,917.0,0.0,NA,3,1Fam,3,3,1,0,5,165.0,1249.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,1003.0,3,3,3,3,BuiltIn,2331.0,1,GasA,4,2Story,1,4,Lvl,2,12151.0,Inside,2,0.0,060,RL,368.0,BrkFace,NA,0.0,8,7.0,NridgHt,63.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1414.0,255.0,3,192.0,2005,2005,2008,379000.0,12.845291484064564 +1062,528142020,948.0,1140.0,0.0,NA,4,1Fam,3,3,0,0,4,908.0,40.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,656.0,3,3,3,3,BuiltIn,2088.0,1,GasA,4,2Story,1,3,Lvl,2,8899.0,Inside,3,0.0,060,RL,108.0,Stone,NA,0.0,6,5.0,NridgHt,24.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,948.0,124.0,3,100.0,2007,2007,2008,250000.0,12.429216196844383 +1063,528142140,1170.0,1162.0,0.0,NA,4,1Fam,3,1,1,0,5,292.0,856.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,756.0,3,3,3,3,BuiltIn,2332.0,1,GasA,4,2Story,1,4,Lvl,2,10574.0,Inside,2,0.0,060,RL,126.0,Stone,NA,0.0,7,6.0,NridgHt,142.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1148.0,366.0,3,224.0,2004,2004,2008,316000.0,12.66349749256905 +1064,528164060,2470.0,0.0,0.0,NA,1,1Fam,3,4,2,0,5,278.0,2257.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,2,PConc,1,7,789.0,3,3,3,3,Attchd,2470.0,1,GasA,4,1Story,1,4,HLS,1,12720.0,Inside,3,0.0,020,RL,680.0,Stone,NA,0.0,2,1.0,NridgHt,65.0,4,9,2,144.0,4,CompShg,Hip,Normal,WD,216.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,2535.0,435.0,3,154.0,2003,2003,2008,615000.0,13.329377546788654 +1065,528166120,1572.0,1096.0,0.0,NA,3,1Fam,3,3,1,0,5,556.0,1016.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,726.0,3,3,3,3,BuiltIn,2668.0,1,GasA,4,2Story,1,4,Lvl,2,13688.0,Inside,2,0.0,060,RL,664.0,BrkFace,NA,0.0,3,2.0,NridgHt,0.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1572.0,400.0,3,400.0,2003,2004,2008,412500.0,12.929991484756872 +1066,528170070,1006.0,1040.0,0.0,NA,3,1Fam,3,1,1,0,4,132.0,866.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,871.0,3,3,2,3,BuiltIn,2046.0,1,GasA,4,2Story,1,3,Lvl,2,10625.0,Inside,3,0.0,060,RL,292.0,BrkFace,NA,0.0,8,7.0,NridgHt,62.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,998.0,382.0,3,320.0,2003,2004,2008,284000.0,12.556729517143344 +1067,528172080,1575.0,0.0,0.0,NA,2,1Fam,3,2,1,0,4,454.0,1149.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,732.0,3,3,3,3,Attchd,1575.0,0,GasA,4,1Story,1,3,Lvl,2,10845.0,Corner,2,0.0,020,RL,504.0,BrkFace,NA,0.0,6,5.0,NridgHt,28.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1603.0,244.0,3,216.0,2003,2004,2008,284000.0,12.556729517143344 +1068,528178070,1515.0,1134.0,0.0,NA,4,1Fam,3,2,1,0,5,404.0,1075.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,746.0,3,3,3,3,Attchd,2649.0,1,GasA,4,2Story,1,3,Lvl,2,16900.0,Inside,3,0.0,060,RL,1110.0,BrkFace,NA,0.0,1,0.0,NridgHt,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1479.0,60.0,3,0.0,2001,2002,2008,421250.0,12.950981760648709 +1069,528178090,1804.0,886.0,0.0,NA,4,1Fam,3,4,0,0,5,1765.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,795.0,3,3,3,3,BuiltIn,2690.0,1,GasA,4,2Story,1,3,Lvl,2,16451.0,Corner,2,0.0,060,RL,221.0,BrkFace,NA,0.0,7,6.0,NridgHt,58.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1765.0,326.0,3,268.0,2003,2003,2008,370000.0,12.821258284620408 +1070,528180110,1866.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,1486.0,372.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,870.0,3,3,3,3,Attchd,1866.0,0,GasA,4,1Story,1,4,Lvl,2,10110.0,Inside,2,0.0,120,RL,492.0,BrkFace,NA,0.0,11,10.0,NridgHt,48.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1858.0,48.0,3,0.0,2008,2008,2008,336860.0,12.727422692752377 +1071,528180140,1702.0,0.0,0.0,NA,1,TwnhsE,3,1,1,0,5,162.0,1540.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,1,7,1052.0,3,3,3,3,Attchd,1702.0,1,GasA,4,1Story,1,4,Lvl,2,8769.0,Corner,3,0.0,120,RL,766.0,BrkFace,NA,0.0,10,9.0,NridgHt,72.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,224.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1702.0,296.0,3,0.0,2008,2008,2008,367294.0,12.813917896253697 +1072,528181010,1367.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1347.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1367.0,0,GasA,4,1Story,1,3,Lvl,2,12304.0,Corner,0,0.0,120,RL,144.0,Stone,NA,0.0,6,5.0,NridgHt,33.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1367.0,33.0,3,0.0,2005,2005,2008,192000.0,12.165250651009918 +1073,528186030,1518.0,0.0,0.0,NA,1,TwnhsE,3,4,0,0,5,300.0,1218.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,1,7,588.0,2,3,2,3,Attchd,1518.0,1,GasA,4,1Story,1,4,Lvl,2,12677.0,Inside,2,0.0,120,RL,472.0,BrkFace,NA,0.0,4,3.0,NridgHt,140.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1518.0,325.0,3,185.0,2003,2004,2008,274000.0,12.520883385370206 +1074,528186080,1684.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,5,1656.0,28.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,5,1,PConc,2,7,564.0,2,3,2,3,Attchd,1684.0,0,GasA,4,1Story,1,4,Lvl,2,8849.0,Inside,2,0.0,120,RL,616.0,BrkFace,NA,0.0,7,6.0,NridgHt,72.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1684.0,567.0,3,495.0,2005,2005,2008,266000.0,12.491251587763836 +1075,528186130,1800.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,596.0,1204.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,944.0,3,3,2,3,Attchd,1800.0,0,GasA,4,1Story,1,4,Lvl,2,8232.0,Inside,2,0.0,120,RL,714.0,BrkFace,NA,0.0,6,5.0,NridgHt,0.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1800.0,210.0,3,210.0,2007,2008,2008,370967.0,12.823868388846332 +1076,528186160,1342.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,496.0,846.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,550.0,2,3,3,3,Attchd,1342.0,0,GasA,4,1Story,1,3,Lvl,2,6240.0,Inside,3,0.0,120,RL,176.0,BrkFace,NA,0.0,6,5.0,NridgHt,35.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1342.0,35.0,3,0.0,2006,2007,2008,234250.0,12.364144200100668 +1077,528186170,1342.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1318.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,550.0,2,3,2,3,Attchd,1342.0,0,GasA,4,1Story,1,3,Lvl,2,6240.0,Inside,3,0.0,120,RL,196.0,BrkFace,NA,0.0,2,1.0,NridgHt,35.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1342.0,35.0,3,0.0,2006,2007,2008,219500.0,12.299107511497363 +1078,528188090,764.0,862.0,0.0,NA,2,TwnhsI,3,1,0,0,4,764.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,0,0,PConc,2,7,474.0,2,3,2,3,BuiltIn,1626.0,1,GasA,4,2Story,1,3,Lvl,2,2448.0,Inside,3,0.0,160,RL,106.0,Stone,NA,0.0,10,9.0,NridgHt,27.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,764.0,27.0,3,0.0,2003,2004,2008,155000.0,11.951180395901384 +1079,528188150,764.0,862.0,0.0,NA,2,TwnhsI,3,1,1,0,4,191.0,573.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,0,0,PConc,2,7,474.0,2,3,2,3,BuiltIn,1626.0,1,GasA,4,2Story,1,3,Lvl,2,2448.0,Inside,3,0.0,160,RL,106.0,Stone,NA,0.0,10,9.0,NridgHt,27.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,764.0,27.0,3,0.0,2003,2004,2008,154000.0,11.944707881395766 +1080,528190010,1358.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,638.0,720.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,8198.0,FR3,3,0.0,120,RM,146.0,Stone,NA,0.0,7,6.0,NridgHt,30.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1358.0,222.0,3,192.0,2004,2004,2008,207000.0,12.240474072247506 +1081,528228345,1455.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,342.0,1073.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,644.0,3,3,3,3,Attchd,1455.0,0,GasA,4,1Story,1,3,Lvl,2,3940.0,Inside,3,0.0,120,RL,143.0,BrkFace,NA,0.0,8,7.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1415.0,320.0,3,156.0,2003,2003,2008,195000.0,12.180754837545884 +1082,528228405,1576.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,306.0,1087.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,668.0,3,3,2,3,Attchd,1576.0,0,GasA,4,1Story,1,3,Lvl,2,3940.0,Inside,3,0.0,120,RM,24.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1393.0,163.0,3,143.0,2004,2004,2008,219990.0,12.301337369755954 +1083,528228445,1504.0,0.0,0.0,NA,2,TwnhsE,4,1,0,0,4,1330.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,437.0,2,3,3,3,Attchd,1504.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,120,RL,14.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1346.0,176.0,3,156.0,2005,2006,2008,191000.0,12.160028707028767 +1084,528228465,1266.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,1266.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,388.0,2,3,3,3,Attchd,1266.0,0,GasA,4,1Story,1,3,Lvl,2,3182.0,Inside,3,0.0,020,RL,16.0,BrkFace,NA,0.0,3,2.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1266.0,116.0,3,100.0,2007,2007,2008,159895.0,11.982272628789678 +1085,528228540,1246.0,0.0,0.0,NA,2,1Fam,3,4,0,0,4,1146.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,WdShing,WdShing,0,4,1,PConc,2,7,428.0,2,3,3,3,Attchd,1246.0,0,GasA,4,1Story,1,3,Lvl,2,3710.0,Inside,3,0.0,020,RL,20.0,BrkFace,NA,0.0,3,2.0,Blmngtn,24.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1146.0,124.0,3,100.0,2007,2008,2008,187687.0,12.142530960719474 +1086,528235020,813.0,702.0,0.0,NA,3,1Fam,3,1,0,0,4,789.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,393.0,2,3,3,3,Attchd,1515.0,1,GasA,4,2Story,1,3,Lvl,2,9024.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,75.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,789.0,75.0,3,0.0,2004,2004,2008,179000.0,12.095141084822892 +1087,528235120,864.0,729.0,0.0,NA,3,1Fam,3,1,1,0,3,80.0,759.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,398.0,2,3,3,3,Attchd,1593.0,1,GasA,4,2Story,1,2,Lvl,2,7415.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,75.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,839.0,175.0,3,100.0,2004,2004,2008,193000.0,12.170445467887022 +1088,528235180,1166.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,201.0,655.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,Attchd,1166.0,0,GasA,4,SLvl,1,3,Lvl,2,9587.0,Inside,2,0.0,080,RL,182.0,Stone,NA,0.0,7,6.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,856.0,212.0,3,212.0,2005,2005,2008,190000.0,12.154779351142624 +1089,528240040,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,8029.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,24.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,124.0,3,100.0,2005,2005,2008,176000.0,12.078239274020289 +1090,528240050,840.0,880.0,0.0,NA,3,1Fam,3,1,0,0,4,840.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1720.0,1,GasA,4,2Story,1,3,Lvl,2,8010.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,840.0,186.0,3,138.0,2002,2003,2008,188000.0,12.144197241812087 +1091,528250030,847.0,1139.0,0.0,NA,4,1Fam,3,1,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,1986.0,1,GasA,4,2Story,1,3,Lvl,2,8396.0,Inside,2,0.0,060,RL,196.0,BrkFace,NA,0.0,5,4.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,847.0,168.0,3,120.0,2003,2003,2008,213000.0,12.269047444691562 +1092,528253020,1358.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,474.0,876.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,7301.0,Inside,2,0.0,120,RL,176.0,Stone,NA,0.0,11,10.0,NridgHt,26.0,5,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1350.0,218.0,3,192.0,2007,2008,2008,217300.0,12.289034166244521 +1093,528280130,962.0,830.0,0.0,NA,3,1Fam,3,1,1,0,4,936.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,451.0,2,3,3,3,Attchd,1792.0,1,GasA,4,2Story,1,2,Lvl,2,10261.0,Inside,2,0.0,060,RL,318.0,BrkFace,NA,0.0,5,4.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,936.0,0.0,3,0.0,2000,2000,2008,186500.0,12.136186518066006 +1094,528280180,1008.0,884.0,0.0,NA,3,1Fam,3,3,0,0,4,438.0,544.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,431.0,2,3,2,3,Attchd,1892.0,1,GasA,4,2Story,1,2,Lvl,2,8220.0,Inside,2,0.0,060,RL,647.0,BrkFace,NA,0.0,7,6.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,982.0,108.0,3,108.0,2000,2001,2008,226750.0,12.331603367977383 +1095,528290010,788.0,702.0,0.0,NA,3,1Fam,3,3,1,0,4,64.0,724.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,388.0,2,3,3,3,Attchd,1490.0,1,GasA,4,2Story,1,3,Lvl,2,15384.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Gilbert,75.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,788.0,175.0,3,100.0,2004,2005,2008,184000.0,12.122691036591123 +1097,528292060,1037.0,1285.0,0.0,NA,4,1Fam,3,1,0,0,4,167.0,870.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,2322.0,1,GasA,4,2Story,1,2,Lvl,2,12460.0,FR2,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,44.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1037.0,188.0,3,144.0,1999,2000,2008,225000.0,12.323855681186558 +1098,528294060,873.0,778.0,0.0,NA,3,1Fam,3,1,0,0,4,831.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,450.0,2,3,3,3,BuiltIn,1651.0,1,GasA,4,2Story,1,2,Lvl,2,8390.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,103.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,831.0,103.0,3,0.0,1999,1999,2008,185900.0,12.132964173709535 +1099,528315060,1182.0,1017.0,0.0,NA,3,1Fam,3,1,0,0,4,1173.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,516.0,2,3,3,3,Attchd,2199.0,1,GasA,4,2.5Unf,1,3,Lvl,2,9660.0,Inside,3,0.0,075,RL,1290.0,BrkFace,NA,0.0,9,8.0,NoRidge,131.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1173.0,131.0,3,0.0,1997,1997,2008,284500.0,12.558488532548523 +1100,528315110,1470.0,1160.0,0.0,NA,4,1Fam,3,1,1,0,4,484.0,986.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,696.0,3,3,3,3,Attchd,2630.0,1,GasA,3,2Story,1,3,Lvl,2,9200.0,Inside,3,0.0,060,RL,473.0,BrkFace,NA,0.0,6,5.0,NoRidge,66.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1470.0,66.0,3,0.0,1998,1998,2008,315000.0,12.66032791780777 +1101,528326030,1145.0,1053.0,0.0,NA,4,1Fam,3,3,1,0,4,490.0,655.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,836.0,3,3,2,3,Attchd,2198.0,1,GasA,4,2Story,1,3,Lvl,2,14260.0,FR2,2,0.0,060,RL,350.0,BrkFace,NA,0.0,12,11.0,NoRidge,84.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1145.0,276.0,3,192.0,2000,2000,2008,250000.0,12.429216196844383 +1102,528326110,1533.0,639.0,0.0,NA,4,1Fam,3,2,0,0,5,1519.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,687.0,3,3,2,3,BuiltIn,2172.0,1,GasA,4,2Story,1,4,Lvl,2,11000.0,FR2,3,0.0,060,RL,295.0,BrkFace,NA,0.0,6,5.0,NoRidge,153.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1519.0,315.0,3,162.0,2000,2000,2008,291000.0,12.581078546153629 +1103,528346050,2006.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,322.0,1660.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,938.0,3,3,3,3,Attchd,2006.0,0,GasA,4,1Story,1,3,Lvl,2,11675.0,Inside,2,0.0,020,RL,495.0,BrkFace,NA,0.0,7,6.0,NoRidge,33.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1982.0,177.0,3,144.0,1998,1998,2008,350000.0,12.765688433465597 +1104,528354100,1064.0,1061.0,0.0,NA,4,1Fam,3,1,1,0,5,213.0,851.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,2,7,576.0,2,3,2,3,Attchd,2125.0,1,GasA,4,2Story,1,3,Lvl,2,10990.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NoRidge,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,12,2.4849066497880004,3.5,1.7416573867739413,1064.0,168.0,3,168.0,1996,1997,2008,279500.0,12.540757571577291 +1105,528363020,1251.0,1250.0,0.0,NA,4,1Fam,3,3,0,0,4,1242.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,751.0,3,3,2,3,Attchd,2501.0,1,GasA,4,2Story,1,3,Lvl,2,11929.0,CulDSac,2,0.0,060,RL,466.0,BrkFace,NA,0.0,6,5.0,NoRidge,87.0,6,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1242.0,279.0,3,192.0,1995,1995,2008,290000.0,12.577636201962656 +1106,528363110,2113.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,413.0,1696.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,MetalSd,MetalSd,0,3,1,PConc,2,7,839.0,3,3,3,3,Attchd,2113.0,1,GasA,4,1Story,1,3,Lvl,2,10437.0,Inside,2,0.0,020,RL,660.0,BrkFace,NA,0.0,8,7.0,NoRidge,46.0,5,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,2109.0,282.0,3,236.0,1995,1995,2008,350000.0,12.765688433465597 +1107,528365060,1325.0,1093.0,0.0,NA,3,1Fam,3,4,1,0,4,138.0,1173.0,0.0,6,1,Y,Norm,Norm,4,216.0,2,3,Wd Sdng,ImStucc,0,3,1,PConc,2,7,983.0,3,3,2,3,Attchd,2418.0,1,GasA,4,2Story,1,3,Lvl,2,10542.0,Inside,3,0.0,060,RL,651.0,BrkFace,NA,0.0,8,7.0,NoRidge,154.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1311.0,620.0,3,250.0,1993,1994,2008,341000.0,12.739637756265655 +1108,528365080,1108.0,1089.0,0.0,NA,4,1Fam,3,3,1,0,4,0.0,228.0,852.0,4,6,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,783.0,3,3,3,3,Attchd,2197.0,1,GasA,4,2Story,1,3,Lvl,2,10010.0,Inside,3,0.0,060,RL,320.0,BrkFace,NA,0.0,7,6.0,NoRidge,99.0,4,6,2,0.0,0,WdShake,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1080.0,484.0,3,385.0,1993,1994,2008,287500.0,12.568978139219542 +1109,528387050,1223.0,904.0,0.0,NA,3,1Fam,3,1,1,0,4,223.0,1000.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,2,7,525.0,2,3,2,3,Attchd,2127.0,1,GasA,4,2Story,1,3,Lvl,2,10944.0,Inside,2,0.0,060,RL,448.0,BrkFace,NA,0.0,8,7.0,NoRidge,132.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1223.0,303.0,3,171.0,1994,1994,2008,271000.0,12.509874099861838 +1110,528390020,1987.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,672.0,1314.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,691.0,2,3,3,3,Attchd,1987.0,0,GasA,4,1Story,1,3,Lvl,2,14303.0,Corner,2,0.0,020,RL,554.0,BrkFace,NA,0.0,8,7.0,NoRidge,36.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1986.0,298.0,3,262.0,1994,1994,2008,301500.0,12.616525295149378 +1111,528427010,1580.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1580.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,830.0,3,3,2,3,Attchd,1580.0,0,GasA,4,1Story,1,3,Lvl,2,11932.0,FR2,3,0.0,020,RL,186.0,Stone,NA,0.0,6,5.0,Somerst,24.0,4,7,2,0.0,0,CompShg,Gable,Partial,ConLD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1580.0,24.0,3,0.0,2007,2008,2008,235128.0,12.367885325692589 +1112,528427070,894.0,1039.0,0.0,NA,4,1Fam,3,2,0,0,4,894.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,668.0,3,3,3,3,BuiltIn,1933.0,1,GasA,4,2Story,1,3,Lvl,2,14598.0,CulDSac,2,0.0,060,RL,74.0,Stone,NA,0.0,1,0.0,Somerst,18.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,894.0,118.0,3,100.0,2007,2007,2008,214000.0,12.273731294003989 +1113,528429050,1574.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1550.0,24.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,824.0,3,3,2,3,Attchd,1574.0,0,GasA,4,1Story,1,3,Lvl,2,11957.0,Inside,2,0.0,020,RL,53.0,BrkFace,NA,0.0,7,6.0,Somerst,104.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1574.0,248.0,3,144.0,2006,2006,2008,232000.0,12.354492650648448 +1114,528429070,1578.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,482.0,1096.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,642.0,3,3,1,3,Attchd,1578.0,0,GasA,3,1Story,1,3,Lvl,2,13253.0,Inside,2,0.0,020,RL,128.0,BrkFace,NA,0.0,5,4.0,Somerst,26.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1578.0,26.0,3,0.0,2006,2006,2008,240000.0,12.388394202324129 +1115,528429080,1506.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1498.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,592.0,2,3,3,3,Attchd,1506.0,0,GasA,4,1Story,1,4,Lvl,2,14587.0,Inside,2,0.0,020,RL,284.0,Stone,NA,0.0,8,7.0,Somerst,174.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1498.0,174.0,3,0.0,2008,2008,2008,264132.0,12.484204257170104 +1116,528431060,1563.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1530.0,33.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,2,7,758.0,3,3,2,3,Attchd,1563.0,0,GasA,4,1Story,1,3,Lvl,2,10206.0,Inside,3,0.0,020,RL,468.0,Stone,NA,0.0,10,9.0,Somerst,99.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1563.0,243.0,3,144.0,2007,2007,2008,245000.0,12.409013489526863 +1117,528431080,1428.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1417.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,554.0,2,3,2,3,Attchd,1428.0,0,GasA,4,1Story,1,4,Lvl,2,12274.0,FR2,2,0.0,020,RL,256.0,Stone,NA,0.0,7,6.0,Somerst,60.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1417.0,60.0,3,0.0,2008,2008,2008,227680.0,12.33569641332368 +1118,528431120,1341.0,520.0,0.0,NA,3,1Fam,3,3,0,0,4,1341.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,851.0,3,3,2,3,BuiltIn,1861.0,0,GasA,4,2Story,1,3,Lvl,2,9801.0,Inside,3,0.0,060,RL,156.0,Stone,NA,0.0,7,6.0,Somerst,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1341.0,204.0,3,144.0,2007,2007,2008,257000.0,12.456831363877356 +1119,528435020,955.0,919.0,0.0,NA,3,1Fam,3,3,1,0,4,226.0,729.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,880.0,3,3,3,3,Attchd,1874.0,1,GasA,4,2Story,1,3,Lvl,2,9428.0,Inside,3,0.0,060,RL,310.0,Stone,NA,0.0,2,1.0,Somerst,108.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,955.0,276.0,3,168.0,2007,2008,2008,297900.0,12.604513138701373 +1121,528458030,1372.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1339.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,588.0,2,3,2,3,Attchd,1372.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,7,6.0,Somerst,113.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1363.0,305.0,3,192.0,2007,2008,2008,212700.0,12.26763800118833 +1122,528458050,1372.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1372.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,529.0,2,3,3,3,Attchd,1372.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,5,4.0,Somerst,140.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1372.0,140.0,3,0.0,2007,2008,2008,250580.0,12.431533509799543 +1124,528477040,866.0,902.0,0.0,NA,3,1Fam,3,1,0,0,4,466.0,400.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,603.0,2,3,2,3,Attchd,1768.0,1,GasA,3,2Story,1,3,Lvl,2,9803.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,2,1.0,Somerst,108.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,866.0,108.0,3,0.0,2005,2005,2008,226700.0,12.33138283649562 +1125,528478030,1053.0,939.0,0.0,NA,3,1Fam,3,1,0,0,5,1053.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,648.0,2,3,2,3,Attchd,1992.0,1,GasA,4,2Story,1,3,Lvl,2,9375.0,Inside,3,0.0,060,FV,768.0,BrkFace,NA,0.0,8,7.0,Somerst,45.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1053.0,185.0,3,140.0,2003,2004,2008,250000.0,12.429216196844383 +1126,528478040,1026.0,932.0,0.0,NA,3,1Fam,3,1,0,0,4,1026.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,936.0,3,3,3,3,Attchd,1958.0,1,GasA,4,2Story,1,3,Lvl,2,10625.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,7,6.0,Somerst,210.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1026.0,364.0,3,154.0,2005,2005,2008,250000.0,12.429216196844383 +1127,528480060,1050.0,1028.0,0.0,NA,3,1Fam,3,1,1,0,5,245.0,789.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,836.0,3,3,3,3,Attchd,2078.0,1,GasA,4,2Story,1,4,Lvl,2,10800.0,Inside,3,0.0,060,FV,100.0,Stone,NA,0.0,4,3.0,Somerst,102.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1034.0,102.0,3,0.0,2007,2008,2008,339750.0,12.73596533201339 +1129,528482020,1660.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1660.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,660.0,3,3,3,3,Attchd,1660.0,0,GasA,4,1Story,1,3,Lvl,2,10625.0,Inside,3,0.0,020,FV,292.0,BrkFace,NA,0.0,6,5.0,Somerst,120.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1660.0,253.0,3,133.0,2007,2007,2008,256000.0,12.4529327234617 +1130,528488140,1218.0,0.0,0.0,Pave,2,1Fam,3,1,1,0,4,316.0,902.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,462.0,2,3,3,3,Attchd,1218.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,FV,210.0,Stone,NA,0.0,4,3.0,Somerst,168.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1218.0,336.0,3,168.0,2007,2008,2008,230348.0,12.347346487886606 +1131,528490080,864.0,864.0,0.0,NA,3,1Fam,3,1,0,0,4,361.0,503.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,673.0,2,3,2,3,Attchd,1728.0,1,GasA,4,2Story,1,3,Lvl,2,8791.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,5,4.0,Somerst,56.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,864.0,272.0,3,216.0,2003,2003,2008,207500.0,12.24288661865289 +1132,531363060,1080.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,400.0,680.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1080.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,RL,120.0,BrkFace,NA,0.0,4,3.0,SawyerW,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1080.0,0.0,3,0.0,2004,2005,2008,141000.0,11.856515169360305 +1133,531371070,835.0,861.0,0.0,NA,3,1Fam,3,2,1,0,4,200.0,80.0,555.0,6,5,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,542.0,2,3,2,3,Attchd,1696.0,1,GasA,4,2Story,1,3,Lvl,2,10110.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,SawyerW,66.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,835.0,209.0,3,143.0,2003,2003,2008,188000.0,12.144197241812087 +1134,531373060,835.0,828.0,0.0,NA,3,1Fam,3,3,0,0,4,835.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,478.0,2,3,2,3,Attchd,1663.0,1,GasA,4,2Story,1,3,Lvl,2,12774.0,FR2,3,0.0,060,RL,95.0,BrkFace,NA,0.0,7,6.0,SawyerW,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,835.0,236.0,3,168.0,2003,2004,2008,192500.0,12.167851432709975 +1135,531375050,1175.0,0.0,0.0,NA,3,1Fam,4,1,1,0,4,1095.0,80.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1175.0,0,GasA,4,1Story,1,3,Lvl,2,13072.0,Inside,3,0.0,020,RL,126.0,BrkFace,NA,0.0,6,5.0,SawyerW,90.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1175.0,90.0,3,0.0,2005,2006,2008,146000.0,11.891361900690473 +1136,531375110,1114.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,468.0,646.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1114.0,1,GasA,4,1Story,1,3,Lvl,2,13695.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,SawyerW,102.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1114.0,102.0,3,0.0,2004,2004,2008,159000.0,11.976659481202368 +1137,531375120,1114.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,300.0,814.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1114.0,0,GasA,4,1Story,1,3,Lvl,2,13695.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,SawyerW,78.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1114.0,78.0,3,0.0,2003,2004,2008,155000.0,11.951180395901384 +1138,531376010,798.0,842.0,0.0,NA,3,1Fam,3,1,0,0,4,798.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,520.0,2,3,2,3,Attchd,1640.0,1,GasA,4,2Story,1,3,Lvl,2,8366.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,12,11.0,SawyerW,45.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,798.0,183.0,3,138.0,2004,2004,2008,173000.0,12.061046873479915 +1139,531376070,1162.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1162.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,483.0,2,3,3,3,Attchd,1162.0,0,GasA,4,1Story,1,3,Lvl,2,9260.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,SawyerW,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1162.0,32.0,3,0.0,2007,2007,2008,170000.0,12.043553716032399 +1140,531382090,754.0,855.0,0.0,NA,3,1Fam,3,1,0,0,4,392.0,362.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,525.0,2,3,2,3,Attchd,1609.0,1,GasA,4,2Story,1,3,Lvl,2,8453.0,Inside,2,0.0,060,RL,38.0,BrkFace,NA,0.0,4,3.0,SawyerW,70.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,754.0,70.0,3,0.0,1995,1995,2008,182000.0,12.111761966058932 +1141,531382110,886.0,794.0,0.0,NA,3,1Fam,3,1,0,1,4,284.0,602.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,474.0,2,3,2,3,Attchd,1680.0,1,GasA,4,2Story,1,3,Lvl,2,8480.0,Inside,2,0.0,060,RL,120.0,BrkFace,NA,0.0,10,9.0,SawyerW,96.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,886.0,240.0,3,144.0,1993,1994,2008,163000.0,12.0015054797889 +1142,531382120,1679.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,270.0,1138.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,2,1,PConc,2,7,575.0,2,3,2,3,Attchd,1679.0,0,GasA,4,1Story,1,3,Lvl,2,8125.0,Inside,3,0.0,020,RL,258.0,BrkFace,NA,0.0,10,9.0,SawyerW,42.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1408.0,266.0,3,224.0,1994,1998,2008,193500.0,12.173032791451973 +1143,531384030,832.0,825.0,0.0,NA,3,1Fam,3,3,0,0,4,295.0,537.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,483.0,2,3,2,3,Attchd,1657.0,1,GasA,4,2Story,1,3,Lvl,2,14565.0,CulDSac,1,0.0,060,RL,145.0,BrkFace,Shed,2000.0,11,10.0,SawyerW,74.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,832.0,218.0,3,144.0,1994,1995,2008,189000.0,12.14950229404178 +1144,531385060,827.0,850.0,0.0,NA,3,1Fam,3,1,1,0,4,355.0,472.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,627.0,2,3,2,3,Attchd,1677.0,1,GasA,4,2Story,1,3,Lvl,2,8450.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,9,8.0,SawyerW,68.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,827.0,68.0,3,0.0,2001,2001,2008,190500.0,12.157407473548894 +1145,531450030,844.0,893.0,0.0,NA,3,1Fam,3,1,0,1,4,439.0,397.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,506.0,2,3,3,3,Attchd,1737.0,1,GasA,3,2Story,1,3,Lvl,2,8285.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,SawyerW,85.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,836.0,277.0,3,192.0,1992,1992,2008,175000.0,12.072541252905651 +1146,531450090,1294.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,78.0,1200.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,0,0,CBlock,2,7,496.0,2,3,2,3,Attchd,1294.0,0,GasA,3,1Story,1,3,Lvl,2,7153.0,Inside,3,0.0,020,RL,88.0,BrkFace,NA,0.0,6,5.0,SawyerW,51.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1278.0,163.0,3,112.0,1991,1991,2008,179200.0,12.096257779522967 +1147,531450170,832.0,878.0,0.0,NA,3,1Fam,3,1,0,0,4,406.0,426.0,0.0,6,1,Y,RRNe,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,506.0,2,3,2,3,Attchd,1710.0,1,GasA,4,2Story,1,3,Lvl,2,9291.0,Corner,2,0.0,060,RL,120.0,BrkFace,NA,0.0,6,5.0,SawyerW,70.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,832.0,214.0,3,144.0,1993,1993,2008,187000.0,12.138863895836725 +1148,531451020,1617.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,598.0,165.0,841.0,2,6,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,2,1,PConc,2,7,533.0,2,3,2,3,Attchd,1617.0,0,GasA,4,1Story,1,3,Lvl,2,8012.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,7,6.0,SawyerW,69.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1604.0,69.0,3,0.0,1993,1994,2008,193000.0,12.170445467887022 +1149,531452140,1199.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,899.0,300.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,0,0,PConc,2,7,530.0,2,3,2,3,Attchd,1199.0,0,GasA,4,1Story,1,3,Lvl,2,7892.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,3,2.0,SawyerW,63.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1199.0,63.0,3,0.0,1993,1993,2008,153900.0,11.94405831982697 +1150,532351050,984.0,0.0,0.0,NA,3,1Fam,4,1,1,0,3,132.0,53.0,799.0,4,5,Y,RRAe,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,3,1,PConc,1,7,384.0,1,3,2,3,Attchd,984.0,0,GasA,2,1Story,1,2,Lvl,2,9100.0,Inside,3,0.0,020,RL,0.0,None,Shed,400.0,8,7.0,Sawyer,56.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,984.0,201.0,3,145.0,1963,1963,2008,128000.0,11.759785542901755 +1151,532353050,912.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,175.0,737.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,352.0,1,3,1,3,Detchd,912.0,0,GasA,2,1Story,1,2,Lvl,2,12968.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,176.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,912.0,316.0,3,140.0,1962,1962,2008,144000.0,11.877568578558138 +1152,532354150,864.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,100.0,764.0,0.0,5,1,Y,Feedr,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,420.0,1,3,1,3,Detchd,864.0,0,GasA,4,1Story,1,3,Lvl,2,8100.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,132.0,3,132.0,1961,2007,2008,135000.0,11.813030057420567 +1153,532376170,890.0,0.0,0.0,NA,3,2FmCon,2,2,1,0,3,0.0,890.0,0.0,5,1,N,RRAe,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,890.0,0,GasA,3,1Story,1,2,Lvl,2,8450.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,890.0,0.0,3,0.0,1968,1968,2008,115000.0,11.652687407345388 +1154,532377020,864.0,0.0,0.0,NA,3,1Fam,4,1,0,0,4,375.0,489.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,HdBoard,0,0,0,CBlock,1,7,276.0,1,3,1,3,Attchd,864.0,0,GasA,2,1Story,1,2,Lvl,2,6360.0,Inside,3,0.0,020,RL,0.0,None,Shed,650.0,1,0.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Abnorml,COD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1963,1963,2008,119916.0,11.694546776649789 +1155,532378200,912.0,0.0,0.0,NA,3,1Fam,3,2,1,1,3,80.0,832.0,0.0,6,1,Y,Feedr,Norm,4,0.0,3,2,HdBoard,HdBoard,4,0,0,CBlock,1,7,288.0,1,3,1,3,Detchd,912.0,0,GasA,3,1Story,1,3,Lvl,2,6768.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,912.0,168.0,3,168.0,1961,1996,2008,142000.0,11.863582336583399 +1156,532477030,1430.0,0.0,0.0,NA,3,1Fam,3,3,0,1,3,630.0,800.0,0.0,5,1,Y,Norm,Norm,4,165.0,2,2,HdBoard,ImStucc,0,3,2,CBlock,2,7,484.0,2,3,1,3,Attchd,1430.0,0,GasA,2,1Story,1,2,Lvl,2,19508.0,Inside,3,0.0,020,RL,144.0,BrkFace,NA,0.0,7,6.0,Veenker,108.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1430.0,390.0,3,117.0,1974,1974,2008,192000.0,12.165250651009918 +1157,532479020,1001.0,640.0,0.0,NA,4,1Fam,3,1,0,0,4,0.0,190.0,811.0,2,5,Y,Feedr,Norm,4,92.0,3,2,HdBoard,HdBoard,4,4,1,CBlock,2,7,490.0,2,3,1,3,Detchd,1641.0,0,GasA,2,1.5Fin,1,2,Lvl,2,10759.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1001.0,92.0,3,0.0,1972,1972,2008,140000.0,11.84939770159144 +1158,533125080,1364.0,1319.0,0.0,NA,4,1Fam,3,1,1,0,4,226.0,704.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,4,2,PConc,2,7,473.0,2,3,2,3,Attchd,2683.0,1,GasA,4,2Story,1,3,Lvl,2,9205.0,Inside,2,0.0,060,RL,304.0,BrkFace,NA,0.0,6,5.0,NoRidge,251.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,196.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,930.0,684.0,3,237.0,1990,1991,2008,290000.0,12.577636201962656 +1159,533125140,1827.0,959.0,0.0,NA,4,1Fam,3,4,1,0,4,1328.0,520.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,5,1,PConc,2,7,636.0,2,3,3,3,Attchd,2786.0,1,GasA,4,1.5Fin,1,3,Lvl,2,11025.0,Inside,3,0.0,060,RL,568.0,BrkFace,NA,0.0,6,5.0,NoRidge,49.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1848.0,343.0,3,294.0,1993,1994,2008,372500.0,12.827992316801751 +1160,533206050,1391.0,0.0,0.0,Pave,2,TwnhsE,3,2,0,0,4,1375.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,530.0,2,3,2,3,Attchd,1391.0,0,GasA,4,1Story,1,3,Lvl,2,4282.0,Inside,1,0.0,120,FV,0.0,None,NA,0.0,7,6.0,Somerst,158.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1391.0,314.0,3,156.0,2004,2004,2008,196000.0,12.185869938212655 +1161,533208080,625.0,625.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,625.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,625.0,2,3,3,3,Detchd,1250.0,1,GasA,4,2Story,1,3,Lvl,2,4017.0,Inside,2,0.0,160,FV,0.0,None,NA,0.0,3,2.0,Somerst,54.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,625.0,54.0,3,0.0,2006,2007,2008,171900.0,12.05466819137094 +1162,533208140,1245.0,0.0,0.0,Pave,1,TwnhsE,3,1,0,0,4,1211.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,495.0,2,3,2,3,Attchd,1245.0,0,GasA,4,1Story,1,3,Lvl,2,3435.0,Corner,2,0.0,120,FV,0.0,None,NA,0.0,6,5.0,Somerst,100.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1235.0,100.0,3,0.0,2004,2005,2008,178000.0,12.089538829274222 +1163,533212050,600.0,600.0,0.0,Pave,2,TwnhsE,3,1,1,0,4,210.0,390.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,3180.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,5,4.0,Somerst,166.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,600.0,166.0,3,0.0,2005,2005,2008,165000.0,12.013700752882718 +1164,533212140,703.0,689.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,689.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,540.0,2,3,1,3,Detchd,1392.0,0,GasA,4,2Story,1,3,Lvl,2,3180.0,Inside,3,0.0,160,FV,0.0,None,NA,0.0,3,2.0,Somerst,102.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,689.0,102.0,3,0.0,2007,2007,2008,146000.0,11.891361900690473 +1165,533212150,703.0,689.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,689.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,540.0,2,3,1,3,Detchd,1392.0,0,GasA,4,2Story,1,3,Lvl,2,3604.0,Corner,3,0.0,160,FV,0.0,None,NA,0.0,2,1.0,Somerst,102.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,689.0,102.0,3,0.0,2007,2007,2008,146000.0,11.891361900690473 +1166,533213070,757.0,744.0,0.0,Pave,3,TwnhsI,3,1,0,0,4,195.0,549.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1501.0,1,GasA,3,2Story,1,2,Lvl,2,2280.0,Inside,3,0.0,160,FV,360.0,BrkFace,NA,0.0,8,7.0,Somerst,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,744.0,0.0,3,0.0,1999,1999,2008,179400.0,12.097373228606832 +1167,533213120,757.0,792.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,194.0,550.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1549.0,1,GasA,3,2Story,1,2,Lvl,2,2280.0,Inside,3,0.0,160,FV,216.0,Stone,NA,0.0,4,3.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,744.0,32.0,3,0.0,1999,1999,2008,172900.0,12.060468671671382 +1168,533215020,1638.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,587.0,1027.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,495.0,2,3,3,3,Attchd,1638.0,0,GasA,4,1Story,1,4,Lvl,2,4765.0,Inside,2,0.0,120,FV,260.0,BrkFace,NA,0.0,7,6.0,Somerst,68.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1614.0,298.0,3,230.0,2000,2000,2008,300000.0,12.611537753638338 +1169,533215030,1310.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,5,306.0,1004.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,1,7,545.0,2,3,2,3,Attchd,1310.0,1,GasA,4,1Story,1,3,Lvl,2,4538.0,Inside,2,0.0,120,FV,179.0,BrkFace,NA,0.0,7,6.0,Somerst,45.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1310.0,322.0,3,277.0,2001,2001,2008,285000.0,12.560244459250788 +1170,533215040,1419.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,5,455.0,964.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,1,7,588.0,2,3,3,3,Attchd,1419.0,1,GasA,4,1Story,1,4,Lvl,2,4385.0,Inside,2,0.0,120,FV,0.0,None,NA,0.0,9,8.0,Somerst,58.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1419.0,213.0,3,155.0,2001,2001,2008,290000.0,12.577636201962656 +1171,533215070,1557.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,416.0,1141.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,484.0,2,3,2,3,Attchd,1557.0,0,GasA,4,1Story,1,4,Lvl,2,4109.0,Inside,2,0.0,120,FV,260.0,BrkFace,NA,0.0,6,5.0,Somerst,113.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1557.0,237.0,3,124.0,1999,2000,2008,305000.0,12.628067055589549 +1172,533215080,1709.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,5,460.0,1238.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,506.0,2,3,3,3,Attchd,1709.0,0,GasA,4,1Story,1,3,Lvl,2,5119.0,CulDSac,2,0.0,120,FV,60.0,BrkFace,NA,0.0,1,0.0,Somerst,65.0,4,8,2,0.0,0,CompShg,Gable,Abnorml,CWD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1698.0,162.0,3,97.0,1999,2000,2008,328900.0,12.703509032177148 +1173,533217050,624.0,628.0,0.0,Pave,2,TwnhsI,3,1,1,0,4,90.0,510.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,462.0,2,3,1,3,Detchd,1252.0,1,GasA,4,2Story,1,3,Lvl,2,2160.0,Inside,3,0.0,160,FV,212.0,BrkFace,NA,0.0,3,2.0,Somerst,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.5,1.7416573867739413,600.0,48.0,3,0.0,1999,2000,2008,160000.0,11.982929094215963 +1174,533217060,684.0,720.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,72.0,600.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,462.0,2,3,1,3,Detchd,1404.0,1,GasA,4,SLvl,1,3,Lvl,2,2160.0,Inside,3,0.0,160,FV,216.0,BrkFace,NA,0.0,6,5.0,Somerst,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,672.0,20.0,3,20.0,1999,2000,2008,170000.0,12.043553716032399 +1175,533234020,872.0,917.0,0.0,NA,3,1Fam,3,1,1,0,3,177.0,681.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,546.0,2,3,3,3,Attchd,1789.0,1,GasA,4,2Story,1,2,Lvl,2,10646.0,Corner,2,0.0,060,FV,513.0,BrkFace,NA,0.0,6,5.0,Somerst,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,858.0,0.0,3,0.0,2001,2001,2008,223000.0,12.314927050442256 +1176,533236060,962.0,624.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,348.0,612.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,1,3,Detchd,1586.0,1,GasA,4,2Story,1,3,Lvl,2,2645.0,Inside,3,0.0,160,FV,466.0,BrkFace,NA,0.0,12,11.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,960.0,169.0,3,169.0,1999,1999,2008,170000.0,12.043553716032399 +1177,533236070,962.0,645.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,147.0,813.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,1,3,Detchd,1607.0,1,GasA,4,2Story,1,3,Lvl,2,2645.0,Inside,3,0.0,160,FV,456.0,BrkFace,NA,0.0,12,11.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,960.0,169.0,3,169.0,1999,2000,2008,200000.0,12.206072645530174 +1178,533236090,1469.0,924.0,0.0,Pave,2,TwnhsE,3,2,1,0,4,0.0,128.0,842.0,4,6,Y,Norm,Norm,4,0.0,2,4,BrkFace,MetalSd,0,3,1,PConc,2,7,846.0,2,3,3,3,Attchd,2393.0,1,GasA,4,2Story,1,4,Lvl,2,3951.0,Inside,2,0.0,160,FV,0.0,None,NA,0.0,2,1.0,Somerst,90.0,4,9,2,0.0,0,CompShg,Gable,Normal,WD,94.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,970.0,184.0,3,0.0,1998,1999,2008,345000.0,12.751299696013497 +1179,533250050,1288.0,0.0,0.0,NA,1,TwnhsE,3,1,1,0,4,474.0,786.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,4,2,PConc,1,7,500.0,2,3,3,3,Attchd,1288.0,1,GasA,4,1Story,1,4,Lvl,2,14963.0,Inside,1,0.0,120,RL,0.0,None,NA,0.0,12,11.0,Veenker,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,224.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1260.0,374.0,3,120.0,1996,1996,2008,245500.0,12.411052226216713 +1180,533250110,1239.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,0.0,560.0,670.0,2,6,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,2,1,PConc,1,7,477.0,2,3,3,3,Attchd,1239.0,1,GasA,4,1Story,1,3,Lvl,2,11064.0,CulDSac,1,0.0,120,RL,0.0,None,NA,0.0,8,7.0,Veenker,24.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1230.0,196.0,3,172.0,1995,1995,2008,217500.0,12.289954129510877 +1181,533250160,1719.0,0.0,0.0,NA,1,TwnhsE,3,4,2,0,4,100.0,1619.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,4,2,PConc,1,7,473.0,2,3,3,3,Attchd,1719.0,1,GasA,4,1Story,1,3,Lvl,2,10846.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,5,4.0,Veenker,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,Con,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,1719.0,152.0,3,122.0,1993,1993,2008,324000.0,12.688498794774466 +1182,533251120,1232.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,572.0,660.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,PConc,2,7,516.0,2,3,1,3,Attchd,1232.0,0,GasA,2,1Story,1,2,Lvl,2,11120.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Veenker,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1232.0,0.0,3,0.0,1984,1984,2008,162500.0,11.998433280751929 +1183,533350090,1599.0,1345.0,0.0,NA,3,1Fam,3,1,0,0,4,584.0,410.0,0.0,6,1,Y,Norm,Norm,4,16.0,3,3,Wd Sdng,Wd Sdng,0,4,1,CBlock,2,7,864.0,3,3,2,3,Attchd,2944.0,2,GasA,2,2Story,1,3,Lvl,2,24572.0,CulDSac,2,0.0,060,RL,1050.0,BrkFace,NA,0.0,6,5.0,Veenker,70.0,2,8,2,0.0,0,CompShg,Mansard,Family,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,994.0,226.0,3,140.0,1977,1977,2008,150000.0,11.918390573078392 +1184,533350120,1671.0,0.0,0.0,NA,3,1Fam,5,2,1,0,4,0.0,1044.0,382.0,6,3,Y,Norm,Norm,4,0.0,4,4,VinylSd,VinylSd,2,4,1,CBlock,3,7,550.0,2,3,2,3,Attchd,1671.0,0,GasA,4,1Story,1,4,Lvl,2,16280.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Veenker,90.0,8,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,4.0,2.0,1426.0,370.0,3,280.0,1976,2007,2008,290000.0,12.577636201962656 +1186,534126090,1682.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1304.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,4,1,PConc,2,7,530.0,2,3,1,3,Attchd,1682.0,0,GasA,3,1Story,1,2,Lvl,2,10400.0,Inside,3,0.0,020,RL,288.0,BrkFace,NA,0.0,5,4.0,NWAmes,0.0,5,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1304.0,98.0,3,98.0,1970,1970,2008,174000.0,12.066810578196666 +1187,534127210,1427.0,0.0,0.0,NA,4,1Fam,3,3,0,1,3,599.0,828.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,2,7,516.0,2,3,2,3,Attchd,1427.0,0,GasA,3,SLvl,1,2,Lvl,2,11104.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,5,4.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,216.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1427.0,216.0,3,0.0,1969,1969,2008,183000.0,12.117241431823558 +1188,534127230,1740.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,1439.0,301.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,3,1,CBlock,1,7,512.0,2,3,2,3,Attchd,1740.0,1,GasA,1,1Story,1,2,Lvl,2,11050.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Gable,Family,WD,192.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,1740.0,217.0,3,25.0,1968,1968,2008,150000.0,11.918390573078392 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Sdng,3,0,0,CBlock,1,7,264.0,1,3,2,3,Attchd,1118.0,0,GasA,4,1Story,1,3,Lvl,2,11332.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1118.0,290.0,3,290.0,1960,2000,2008,153000.0,11.938193200374572 +1220,534451080,720.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,287.0,1,2,1,3,Detchd,720.0,0,Floor,2,1Story,1,2,Lvl,2,6627.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,5,2,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,0.0,3,0.0,1949,1950,2008,72500.0,11.191341840842766 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Sdng,0,0,0,CBlock,1,7,260.0,1,3,1,3,Attchd,1098.0,0,GasA,2,1Story,1,2,Lvl,2,7390.0,Inside,2,0.0,020,RL,151.0,BrkFace,NA,0.0,7,6.0,Names,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1098.0,0.0,3,0.0,1955,1955,2008,135000.0,11.813030057420567 +1236,535150280,1144.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,247.0,25.0,872.0,4,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,336.0,1,3,1,3,Detchd,1144.0,1,GasA,2,1Story,1,2,Lvl,2,9204.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Names,88.0,4,4,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1144.0,88.0,3,0.0,1963,1963,2008,124000.0,11.728036844587175 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Sdng,0,3,1,CBlock,1,7,441.0,2,3,2,3,Attchd,1570.0,0,GasA,4,1Story,1,2,Lvl,2,13200.0,Inside,2,0.0,020,RL,187.0,BrkFace,NA,0.0,5,4.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1395.0,490.0,3,490.0,1958,1958,2008,166800.0,12.024550768906783 +1242,535178060,1196.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,580.0,616.0,0.0,2,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,7,297.0,1,3,2,3,Attchd,1196.0,0,GasA,3,1Story,1,2,Lvl,2,9000.0,Inside,3,0.0,020,RL,74.0,BrkFace,NA,0.0,5,4.0,Names,44.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1196.0,44.0,3,0.0,1956,1956,2008,139000.0,11.842229212112828 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Sdng,2,4,1,BrkTil,1,7,1488.0,4,3,1,2,Detchd,1436.0,0,GasA,4,1.5Fin,1,2,Lvl,2,10836.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,892.0,100.0,3,0.0,1922,1950,2008,139000.0,11.842229212112828 +1260,535383100,694.0,600.0,0.0,Grvl,3,2FmCon,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,3,210.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,1294.0,0,GasA,2,2Story,2,2,Lvl,2,10800.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,8,7.0,OldTown,114.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,0.0,544.0,3,220.0,1900,2000,2008,106250.0,11.573550086786664 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Sdng,0,0,0,CBlock,1,7,401.0,1,3,1,3,CarPort,1081.0,0,GasA,2,1Story,1,2,Lvl,2,12929.0,Inside,2,0.0,020,RL,276.0,BrkFace,NA,0.0,6,5.0,Names,82.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1081.0,118.0,3,36.0,1960,1993,2008,148000.0,11.904967552746252 +1266,535427070,2069.0,0.0,0.0,NA,4,1Fam,3,4,1,0,4,160.0,425.0,0.0,6,1,Y,PosA,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,2,7,505.0,2,3,2,3,Attchd,2069.0,0,GasA,4,1Story,1,3,HLS,1,27650.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Names,0.0,6,6,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,585.0,0.0,3,0.0,1960,2007,2008,242000.0,12.396693005138824 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Sdng,0,0,0,PConc,1,7,311.0,1,3,2,3,Attchd,1256.0,1,GasA,3,1Story,1,3,Lvl,2,8000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,240.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1256.0,240.0,3,0.0,1959,1959,2008,159000.0,11.976659481202368 +1272,535453040,1027.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,188.0,520.0,319.0,4,3,Y,Norm,Norm,4,0.0,2,2,BrkFace,MetalSd,0,0,0,CBlock,1,7,299.0,1,3,1,3,Attchd,1027.0,0,GasA,2,1Story,1,2,Lvl,2,8000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1027.0,0.0,3,0.0,1962,1962,2008,125900.0,11.743243220032438 +1273,535453210,1269.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,363.0,374.0,532.0,4,2,Y,Norm,Norm,3,0.0,2,2,BrkFace,Wd Sdng,0,2,1,CBlock,1,7,308.0,1,3,1,3,Detchd,1269.0,1,GasA,2,1Story,1,2,Lvl,2,7931.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1269.0,0.0,3,0.0,1960,1960,2008,155000.0,11.951180395901384 +1274,535454150,819.0,501.0,0.0,NA,3,1Fam,3,1,0,0,3,453.0,315.0,0.0,5,1,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,2,0,0,CBlock,2,7,576.0,2,3,1,3,Detchd,1320.0,0,GasA,4,1.5Fin,1,2,Lvl,2,8064.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,9,8.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,768.0,108.0,3,108.0,1948,1950,2008,138000.0,11.835008964139341 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Sdng,0,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,1117.0,0,GasA,4,1Story,1,2,Lvl,2,7590.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,1.0,0.0,1117.0,0.0,3,0.0,1963,1963,2008,136870.0,11.826786849205313 +1284,902100020,1133.0,0.0,0.0,Grvl,3,1Fam,3,1,1,0,3,96.0,96.0,0.0,6,1,N,Artery,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,308.0,1,3,1,3,Detchd,1133.0,0,GasA,3,1Story,1,2,Bnk,2,9836.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,12,11.0,OldTown,175.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,192.0,175.0,3,0.0,2008,2008,2008,143000.0,11.870599909242044 +1285,902100030,764.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,2,680.0,0.0,0.0,1,1,N,Artery,Norm,1,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,504.0,2,3,1,3,Detchd,764.0,0,GasA,3,1Story,1,2,Bnk,2,5232.0,Inside,0,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,680.0,0.0,3,0.0,1925,2004,2008,73000.0,11.198214720130528 +1286,902102060,958.0,581.0,0.0,Grvl,3,1Fam,3,1,0,0,3,650.0,0.0,0.0,1,1,Y,Norm,Norm,4,68.0,2,2,MetalSd,MetalSd,0,1,1,PConc,2,7,686.0,2,3,1,4,Detchd,1539.0,0,GasA,3,2Story,1,3,Lvl,2,10440.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,78.0,7,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,650.0,216.0,3,70.0,1904,2002,2008,157500.0,11.967180737247824 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Sdng,3,3,2,BrkTil,2,4,520.0,2,3,1,2,Detchd,2792.0,0,GasW,4,1.5Fin,1,2,Lvl,2,10440.0,Corner,3,0.0,050,RM,0.0,None,Shed,1150.0,6,5.0,OldTown,547.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,480.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1510.0,1027.0,3,0.0,1920,1950,2008,256000.0,12.4529327234617 +1290,902105130,672.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,672.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,256.0,1,3,1,3,Detchd,672.0,0,GasA,2,1Story,1,2,Lvl,2,4800.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,672.0,0.0,3,0.0,1940,1950,2008,64000.0,11.06663836234181 +1291,902107030,728.0,728.0,0.0,NA,4,1Fam,3,1,0,0,3,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,248.0,2,3,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,308.0,1,2,1,2,Detchd,1456.0,1,GasA,3,2.5Unf,1,3,Lvl,2,6000.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,728.0,248.0,3,0.0,1915,2005,2008,139500.0,11.845819880243557 +1292,902109080,828.0,658.0,0.0,Grvl,3,2FmCon,3,1,0,0,3,828.0,0.0,0.0,1,1,Y,Norm,Norm,3,109.0,2,2,Wd Sdng,Wd Sdng,0,0,0,Stone,2,7,0.0,0,0,0,0,NA,1594.0,0,GasA,3,1.5Fin,2,2,Lvl,2,11426.0,Inside,3,108.0,190,RM,0.0,None,NA,0.0,6,5.0,OldTown,172.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,828.0,281.0,3,0.0,1910,1996,2008,118000.0,11.678439903447801 +1293,902109110,1362.0,720.0,0.0,NA,3,1Fam,3,1,0,0,4,1362.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,4,484.0,2,3,1,3,Detchd,2082.0,1,GasA,4,1.5Fin,1,3,Lvl,2,11426.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,238.0,4,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1362.0,518.0,3,280.0,2003,2003,2008,200000.0,12.206072645530174 +1294,902109120,1095.0,561.0,0.0,NA,2,1Fam,3,1,0,0,3,801.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,3,2,MetalSd,MetalSd,0,0,0,BrkTil,2,4,440.0,2,3,1,3,Detchd,1656.0,0,GasA,3,1.5Fin,1,2,Lvl,2,7628.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,801.0,187.0,3,187.0,1940,1985,2008,119164.0,11.688255974575329 +1295,902109160,960.0,780.0,0.0,NA,2,1Fam,3,1,0,0,3,576.0,360.0,0.0,3,1,N,Artery,Norm,3,236.0,1,1,WdShing,WdShing,0,4,1,BrkTil,1,7,225.0,1,2,1,2,Detchd,1740.0,0,GasA,3,1.5Fin,1,4,Lvl,2,7308.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,936.0,236.0,3,0.0,1920,1950,2008,122250.0,11.713823407337118 +1296,902128075,1027.0,0.0,0.0,NA,2,1Fam,3,1,0,1,3,931.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Stucco,Stucco,0,3,1,CBlock,1,7,0.0,0,0,0,0,NA,1027.0,0,GasA,2,1Story,1,3,Lvl,2,5400.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,2,1.0,OldTown,28.0,5,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,931.0,28.0,3,0.0,1920,2006,2008,120000.0,11.695247021764184 +1297,902128150,884.0,552.0,0.0,Grvl,3,2FmCon,3,1,0,0,3,294.0,590.0,0.0,4,1,Y,Norm,Norm,4,126.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,2,7,828.0,2,3,1,3,Detchd,1436.0,0,GasA,2,1.5Fin,2,2,Lvl,2,10800.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,Con,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,884.0,126.0,3,0.0,1940,1950,2008,155000.0,11.951180395901384 +1298,902134100,899.0,0.0,0.0,NA,2,1Fam,4,1,0,0,3,481.0,0.0,0.0,1,1,N,Norm,Norm,3,96.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,200.0,1,3,1,2,Detchd,899.0,0,GasA,2,1Story,1,2,Lvl,2,6756.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,5,4,1,0.0,0,CompShg,Mansard,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,481.0,96.0,3,0.0,1910,1950,2008,78000.0,11.26446410567173 +1299,902136110,684.0,396.0,0.0,Grvl,3,1Fam,3,1,0,0,2,684.0,0.0,0.0,1,1,Y,Norm,Norm,4,30.0,2,2,Wd Sdng,HdBoard,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1080.0,0,GasA,3,1.5Fin,1,3,Lvl,2,5914.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,9,8.0,OldTown,165.0,8,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,684.0,195.0,3,0.0,1890,1996,2008,95000.0,11.461632170582678 +1300,902201120,789.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,516.0,104.0,169.0,5,4,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,250.0,1,3,1,3,Detchd,789.0,0,GasA,4,1Story,1,2,Lvl,2,6000.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Partial,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,789.0,0.0,3,0.0,1948,1950,2008,115000.0,11.652687407345388 +1301,902201140,1122.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,172.0,144.0,608.0,6,5,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,2,0,0,CBlock,1,7,528.0,2,3,1,3,Attchd,1122.0,0,GasA,4,1Story,1,3,Lvl,2,12000.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,5,4.0,OldTown,36.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,924.0,36.0,3,0.0,1948,2005,2008,147000.0,11.898187865760873 +1302,902202090,904.0,595.0,0.0,NA,3,1Fam,3,1,0,0,3,459.0,445.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,1,1,CBlock,1,7,869.0,3,4,1,3,Detchd,1499.0,0,GasA,4,1.5Fin,1,2,Lvl,2,9000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,20.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,904.0,20.0,3,0.0,1946,1950,2008,140000.0,11.84939770159144 +1303,902205070,407.0,0.0,0.0,NA,1,1Fam,3,1,0,0,3,407.0,0.0,0.0,1,1,N,Norm,Norm,3,120.0,3,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,297.0,1,3,1,2,Detchd,407.0,0,GasA,2,1Story,1,2,Lvl,2,7311.0,Corner,3,0.0,020,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,4,1,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,3,1.0986122886681098,1.0,0.0,407.0,196.0,3,76.0,1946,1950,2008,46500.0,10.747207591575448 +1304,902205090,928.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,620.0,308.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,BrkFace,BrkFace,0,0,0,CBlock,1,7,288.0,1,3,3,3,Attchd,928.0,0,GasA,3,1Story,1,2,Lvl,2,6000.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,928.0,0.0,3,0.0,1957,1957,2008,112500.0,11.630708500626612 +1305,902205140,901.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,901.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,281.0,1,3,1,2,Detchd,901.0,0,GasA,4,1Story,1,2,Lvl,2,6000.0,Corner,3,0.0,020,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,901.0,0.0,3,0.0,1954,2000,2008,107900.0,11.588960151246226 +1306,902207120,1588.0,0.0,0.0,NA,5,1Fam,2,1,0,0,2,448.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,2,2,0.0,0,0,0,0,NA,1588.0,0,GasA,3,1Story,1,2,Lvl,2,12205.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,12,11.0,OldTown,0.0,0,2,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,448.0,0.0,3,0.0,1949,1992,2008,65000.0,11.082142548877775 +1307,902207220,1675.0,1818.0,0.0,NA,3,1Fam,3,1,0,0,3,1470.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,5,1,BrkTil,3,7,870.0,3,3,1,3,Attchd,3493.0,0,GasA,4,2.5Fin,1,3,Lvl,2,18386.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.0,1.4641016151377544,1470.0,302.0,3,302.0,1880,2002,2008,295000.0,12.594730635321957 +1308,902300110,830.0,797.0,0.0,NA,4,2FmCon,3,1,0,0,2,797.0,0.0,0.0,1,1,N,Norm,Norm,3,60.0,1,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,420.0,2,1,1,2,Detchd,1627.0,0,GasA,2,2Story,2,2,Lvl,2,9142.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,2,1.0,OldTown,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,797.0,252.0,3,192.0,1900,2006,2008,139500.0,11.845819880243557 +1309,902300215,876.0,540.0,0.0,Grvl,4,1Fam,3,2,0,0,3,876.0,0.0,0.0,1,1,Y,Artery,Norm,4,194.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,720.0,3,3,1,3,Detchd,1416.0,1,GasA,3,1.5Fin,1,2,Lvl,2,12665.0,Inside,2,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,876.0,612.0,3,418.0,1915,1950,2008,153900.0,11.94405831982697 +1310,902300260,730.0,720.0,0.0,NA,3,1Fam,3,1,0,0,3,508.0,116.0,0.0,4,1,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,WdShing,3,0,0,BrkTil,1,7,288.0,1,3,1,3,Detchd,1450.0,0,GasA,4,2Story,1,2,Lvl,2,5350.0,Corner,3,0.0,075,RM,0.0,None,NA,0.0,3,2.0,OldTown,192.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,624.0,192.0,3,0.0,1920,1965,2008,132000.0,11.790557201568507 +1311,902301140,624.0,720.0,0.0,Grvl,4,1Fam,3,1,0,0,3,624.0,0.0,0.0,1,1,N,Norm,Norm,4,96.0,2,2,AsbShng,AsbShng,0,0,0,BrkTil,1,7,513.0,3,2,1,2,Detchd,1344.0,0,GasA,1,2Story,1,2,Lvl,2,4571.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,7,1.9459101490553132,1.0,0.0,624.0,96.0,3,0.0,1916,1950,2008,98000.0,11.49272275765271 +1312,902301150,709.0,308.0,0.0,Grvl,2,1Fam,3,1,0,0,3,346.0,0.0,0.0,1,1,Y,Norm,Norm,4,139.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1017.0,0,GasA,4,1.5Fin,1,2,Lvl,2,9143.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,346.0,139.0,3,0.0,1900,2003,2008,114000.0,11.643953727376633 +1313,902304060,1377.0,973.0,0.0,Grvl,4,2FmCon,3,1,0,0,3,739.0,234.0,0.0,3,1,Y,Norm,Norm,1,219.0,2,2,AsbShng,AsbShng,0,0,0,BrkTil,2,7,393.0,2,3,1,3,2Types,2350.0,0,GasA,2,2Story,2,2,Lvl,2,9600.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,973.0,219.0,3,0.0,1920,1960,2008,130000.0,11.77528972943772 +1314,902305080,1134.0,924.0,0.0,Grvl,3,1Fam,3,1,0,0,4,416.0,319.0,0.0,3,1,N,Norm,Norm,4,259.0,2,2,AsbShng,AsbShng,0,4,1,BrkTil,1,7,396.0,2,2,1,2,Detchd,2058.0,1,OthW,1,2.5Unf,1,2,Lvl,2,9600.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,4,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,735.0,259.0,3,0.0,1917,1950,2008,129500.0,11.771436160121729 +1315,902306120,884.0,656.0,0.0,Grvl,3,1Fam,3,1,0,0,2,572.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1540.0,1,GasA,4,2Story,1,3,Lvl,2,6000.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,2,1.0,OldTown,77.0,8,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,572.0,317.0,3,240.0,1905,2005,2008,129400.0,11.770663661048937 +1316,902306130,689.0,689.0,0.0,NA,3,1Fam,3,1,0,0,3,548.0,141.0,0.0,3,1,Y,Norm,Norm,4,116.0,4,2,MetalSd,MetalSd,0,4,1,BrkTil,2,7,360.0,2,3,1,3,Detchd,1378.0,0,GasA,4,2Story,1,3,Lvl,2,9600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,10,9.0,OldTown,0.0,8,6,0,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,689.0,116.0,3,0.0,1928,2005,2008,161000.0,11.9891596439666 +1317,902326060,1221.0,691.0,0.0,Pave,3,2FmCon,3,1,0,0,2,482.0,0.0,0.0,1,1,N,Norm,Norm,4,212.0,2,2,Wd Sdng,Wd Sdng,0,3,1,BrkTil,2,7,672.0,2,3,1,4,Detchd,1912.0,0,GasA,4,1.5Fin,2,2,Lvl,2,10800.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,4,3.0,OldTown,25.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,482.0,237.0,3,0.0,1905,2000,2008,163000.0,12.0015054797889 +1318,902328040,742.0,742.0,0.0,Grvl,3,1Fam,3,1,0,0,3,742.0,0.0,0.0,1,1,Y,Norm,Norm,4,134.0,2,2,Wd Sdng,WdShing,0,4,1,CBlock,2,7,0.0,0,0,0,0,NA,1484.0,0,GasA,4,2.5Unf,1,2,Lvl,2,6300.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,6,5.0,OldTown,291.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,742.0,425.0,3,0.0,1914,2001,2008,128000.0,11.759785542901755 +1319,902330010,938.0,1215.0,0.0,Pave,4,1Fam,2,1,0,0,3,425.0,259.0,0.0,2,1,N,Norm,Norm,4,20.0,3,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,2358.0,0,OthW,1,2Story,1,2,Lvl,2,5250.0,Inside,3,205.0,070,RM,0.0,None,NA,0.0,12,11.0,OldTown,54.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,684.0,74.0,3,0.0,1872,1987,2008,122000.0,11.711776323715394 +1320,902401010,572.0,539.0,0.0,NA,2,1Fam,3,1,0,0,3,572.0,0.0,0.0,1,1,Y,Norm,Norm,4,176.0,2,2,Wd Sdng,Wd Sdng,0,4,1,PConc,1,7,288.0,1,3,1,3,Detchd,1111.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5700.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,572.0,176.0,3,0.0,1926,1950,2008,116900.0,11.66907414746016 +1321,902401120,1521.0,1254.0,0.0,NA,3,1Fam,3,1,0,0,3,1237.0,0.0,0.0,1,1,Y,Artery,PosA,4,0.0,4,4,Wd Sdng,Wd Sdng,0,4,1,BrkTil,3,7,880.0,2,3,1,4,Detchd,2775.0,1,GasA,3,2.5Unf,1,3,Lvl,2,13500.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,7,6.0,OldTown,502.0,8,9,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1237.0,607.0,3,105.0,1893,2000,2008,325000.0,12.691580461311874 +1322,902402260,723.0,363.0,0.0,NA,2,1Fam,2,1,0,0,2,723.0,0.0,0.0,1,1,N,Norm,Norm,4,144.0,1,1,AsbShng,AsbShng,0,0,0,BrkTil,1,3,400.0,2,1,1,2,Detchd,1086.0,0,GasA,2,2Story,1,2,Lvl,2,11340.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,11,10.0,OldTown,24.0,0,1,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,5,1.6094379124341003,1.0,0.0,723.0,168.0,3,0.0,1920,1950,2008,55000.0,10.915088464214607 +1323,902405070,1313.0,1182.0,0.0,NA,5,1Fam,3,2,0,0,3,1313.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,WdShing,0,4,1,BrkTil,2,7,342.0,2,2,1,3,Detchd,2495.0,0,GasW,3,2Story,1,2,Lvl,2,10800.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,12,11.0,OldTown,299.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1313.0,299.0,3,0.0,1890,1999,2008,184000.0,12.122691036591123 +1324,902406020,984.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,784.0,200.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,984.0,0,GasA,3,1Story,1,1,Lvl,2,9750.0,Inside,3,0.0,020,RM,164.0,BrkFace,NA,0.0,6,5.0,OldTown,0.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,984.0,0.0,3,0.0,1959,1959,2008,110000.0,11.608235644774552 +1325,902406090,1050.0,745.0,0.0,Grvl,4,1Fam,3,1,0,0,3,1050.0,0.0,0.0,1,1,N,Norm,Norm,2,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,352.0,1,3,1,2,Attchd,1795.0,0,GasA,4,1.5Fin,1,2,Lvl,2,12150.0,Inside,3,0.0,050,RM,335.0,BrkFace,NA,0.0,11,10.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1050.0,0.0,3,0.0,1954,1954,2008,131500.0,11.786762130599957 +1326,902427045,882.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,3,0.0,2,2,BrkFace,BrkFace,0,0,0,PConc,1,7,308.0,1,3,1,3,Detchd,882.0,0,GasA,3,1Story,1,2,Lvl,2,12702.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,12,11.0,OldTown,45.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,45.0,3,0.0,1956,1956,2008,97000.0,11.48246625748552 +1327,902427150,1093.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,869.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1093.0,0,GasA,2,1Story,1,2,Lvl,2,8516.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,869.0,0.0,3,0.0,1958,2006,2008,115500.0,11.657025808943985 +1328,903201030,1143.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,329.0,406.0,273.0,2,4,Y,Norm,Norm,4,0.0,3,3,WdShing,WdShing,4,1,1,BrkTil,1,7,288.0,1,3,1,3,Detchd,1143.0,0,GasA,2,1Story,1,2,Bnk,2,7111.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1008.0,265.0,3,265.0,1928,1983,2008,138000.0,11.835008964139341 +1329,903204010,1195.0,473.0,0.0,NA,3,1Fam,2,1,0,0,3,672.0,0.0,0.0,1,1,Y,RRAn,Artery,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,252.0,1,3,1,3,Attchd,1668.0,1,GasA,3,1.5Fin,1,3,Bnk,2,7425.0,Corner,2,0.0,050,RM,0.0,None,NA,0.0,8,7.0,BrkSide,0.0,6,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,672.0,210.0,3,210.0,1945,1950,2008,108000.0,11.589886506106357 +1330,903204095,779.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,742.0,0.0,0.0,1,1,Y,RRAn,Feedr,3,0.0,2,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,308.0,1,3,1,3,Detchd,935.0,0,GasA,2,1Story,1,2,Lvl,2,9100.0,Inside,3,156.0,040,RM,0.0,None,Shed,600.0,8,7.0,BrkSide,0.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,742.0,0.0,3,0.0,1930,1960,2008,79500.0,11.283512300642423 +1331,903206070,1144.0,594.0,0.0,NA,3,1Fam,3,1,0,0,3,849.0,175.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,240.0,1,3,1,3,Detchd,1738.0,0,GasA,2,1.5Fin,1,2,Lvl,2,7010.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,BrkSide,30.0,4,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1024.0,30.0,3,0.0,1935,1950,2008,153000.0,11.938193200374572 +1332,903225050,784.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,0.0,784.0,0.0,5,1,Y,Norm,Norm,4,116.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,784.0,0,GasA,3,1.5Unf,1,3,Lvl,2,6130.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,784.0,116.0,3,0.0,1924,1950,2008,109500.0,11.603679828238693 +1333,903225140,832.0,378.0,0.0,NA,3,1Fam,3,1,0,0,3,72.0,600.0,0.0,5,1,Y,Feedr,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1210.0,0,GasA,4,1.5Fin,1,3,Lvl,2,5000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,672.0,0.0,3,0.0,1941,2006,2008,124000.0,11.728036844587175 +1334,903225160,736.0,554.0,0.0,NA,3,1Fam,3,1,0,0,3,554.0,0.0,0.0,1,1,Y,Feedr,Feedr,4,0.0,3,2,HdBoard,HdBoard,3,0,0,BrkTil,1,7,200.0,1,3,1,2,Detchd,1290.0,1,GasA,4,2Story,1,2,Lvl,2,5870.0,Corner,3,0.0,070,RM,0.0,None,Shed,400.0,4,3.0,BrkSide,112.0,8,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,554.0,150.0,3,38.0,1900,2000,2008,106900.0,11.579649097013137 +1335,903226060,1014.0,658.0,0.0,NA,3,1Fam,3,1,0,0,3,460.0,521.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,4,4,1,CBlock,1,7,240.0,1,3,1,3,Detchd,1672.0,1,GasA,4,1.5Fin,1,3,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,11.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,981.0,11.0,3,0.0,1940,1989,2008,164900.0,12.01309450854769 +1336,903226150,949.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,949.0,0.0,0.0,1,1,Y,Norm,Norm,4,48.0,1,2,Wd Sdng,Wd Sdng,0,2,1,BrkTil,1,7,370.0,2,3,1,3,Detchd,949.0,0,GasA,4,1Story,1,2,HLS,2,6000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,949.0,48.0,3,0.0,1924,2003,2008,119000.0,11.686878772093667 +1337,903227080,950.0,208.0,0.0,NA,3,1Fam,3,1,0,0,3,862.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,2,2,WdShing,WdShing,0,4,1,BrkTil,1,7,208.0,1,3,2,3,BuiltIn,1158.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,862.0,112.0,3,0.0,1929,1950,2008,120000.0,11.695247021764184 +1338,903228040,825.0,672.0,0.0,NA,3,1Fam,3,1,0,0,3,462.0,201.0,162.0,3,2,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,4,0,0,BrkTil,2,7,672.0,1,3,1,3,Detchd,1497.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,825.0,272.0,3,272.0,1937,2000,2008,157000.0,11.964001084330445 +1339,903228060,874.0,468.0,0.0,NA,2,1Fam,3,1,0,0,3,475.0,264.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,2,7,240.0,1,3,1,3,Detchd,1342.0,0,GasA,4,1.5Fin,2,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,739.0,0.0,3,0.0,1939,1950,2008,105000.0,11.56171562913966 +1340,903228090,1013.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,992.0,0.0,0.0,1,1,Y,Norm,Norm,4,101.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,160.0,1,3,1,2,Detchd,1013.0,0,GasA,4,1.5Unf,1,2,Bnk,1,5000.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,992.0,101.0,3,0.0,1926,1950,2008,113000.0,11.635143097694478 +1341,903230110,565.0,651.0,0.0,NA,3,1Fam,3,1,1,0,3,497.0,68.0,0.0,5,1,Y,Feedr,Norm,4,180.0,3,2,AsbShng,AsbShng,3,4,1,BrkTil,1,7,355.0,1,3,2,2,BuiltIn,1216.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5520.0,FR2,2,0.0,050,RM,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,565.0,180.0,3,0.0,1920,1997,2008,115000.0,11.652687407345388 +1343,903231080,624.0,512.0,0.0,NA,2,1Fam,3,1,0,1,3,624.0,80.0,0.0,4,1,Y,Norm,Norm,4,80.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,336.0,1,3,1,3,Detchd,1136.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,BrkSide,365.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,704.0,445.0,3,0.0,1929,1950,2008,123000.0,11.719939634354555 +1344,903232030,808.0,0.0,0.0,NA,1,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,0,0,CBlock,1,5,164.0,1,3,1,3,Attchd,808.0,0,GasA,3,1Story,1,2,Lvl,2,6120.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,BrkSide,48.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,0.0,48.0,3,0.0,1945,1995,2008,81300.0,11.305901295535902 +1345,903232090,1128.0,445.0,0.0,NA,3,1Fam,3,1,0,0,3,1078.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,PConc,2,7,360.0,2,3,1,3,Detchd,1573.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,BrkSide,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1078.0,0.0,3,0.0,1930,1992,2008,162900.0,12.000891794590137 +1346,903233080,1245.0,764.0,0.0,NA,4,1Fam,3,2,0,0,3,449.0,300.0,240.0,3,2,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,BrkTil,2,5,400.0,2,3,1,3,Detchd,2009.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,1,0.0,BrkSide,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,989.0,20.0,3,0.0,1939,1950,2008,150000.0,11.918390573078392 +1347,903234090,1226.0,676.0,0.0,NA,4,1Fam,3,1,0,0,3,897.0,203.0,0.0,2,1,Y,Artery,Norm,4,55.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,576.0,2,3,1,3,Detchd,1902.0,0,GasA,2,2Story,1,2,Lvl,2,6120.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,10,9.0,OldTown,139.0,4,4,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1100.0,194.0,3,0.0,1923,1950,2008,123500.0,11.72399643505017 +1348,903234100,1022.0,752.0,0.0,NA,2,1Fam,3,1,0,0,3,952.0,0.0,0.0,1,1,Y,Artery,Norm,2,205.0,2,2,BrkFace,WdShing,0,3,2,BrkTil,2,6,468.0,2,3,1,2,Detchd,1774.0,0,GasA,3,1.5Fin,2,2,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,952.0,295.0,3,90.0,1931,1950,2008,129900.0,11.77452020265869 +1349,903235010,751.0,611.0,0.0,NA,3,1Fam,2,2,0,0,2,611.0,0.0,0.0,1,1,Y,RRNn,Feedr,4,84.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,502.0,2,2,3,3,Detchd,1362.0,0,GasA,4,2Story,1,2,Lvl,2,6155.0,FR3,2,0.0,070,RM,0.0,None,NA,0.0,6,5.0,BrkSide,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,611.0,84.0,3,0.0,1920,1999,2008,128000.0,11.759785542901755 +1350,903235100,520.0,0.0,0.0,NA,1,1Fam,3,1,0,0,3,520.0,0.0,0.0,1,1,N,Feedr,RRNn,4,87.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,240.0,1,3,1,2,Detchd,520.0,0,GasA,1,1Story,1,1,Lvl,2,6324.0,Inside,2,0.0,030,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,520.0,136.0,3,49.0,1927,1950,2008,68500.0,11.134589024250317 +1351,903236010,1072.0,213.0,0.0,NA,2,1Fam,3,1,1,0,3,295.0,336.0,41.0,4,6,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,6,240.0,1,3,1,3,Detchd,1285.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8635.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,1,0.0,BrkSide,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,672.0,0.0,3,0.0,1948,2001,2008,127000.0,11.751942365440728 +1352,903400180,1053.0,795.0,0.0,Pave,4,1Fam,3,1,0,0,3,833.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,370.0,2,3,1,3,Detchd,1848.0,1,GasA,3,1.5Fin,1,3,Bnk,2,13053.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,BrkSide,0.0,6,5,0,0.0,0,CompShg,Gambrel,Normal,WD,220.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,833.0,220.0,3,0.0,1923,2000,2008,207000.0,12.240474072247506 +1353,903401020,1133.0,687.0,0.0,Pave,4,1Fam,3,1,1,0,3,697.0,329.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,4,0,0,PConc,2,7,240.0,1,3,1,3,Detchd,1820.0,0,GasA,4,1.5Fin,1,2,Lvl,2,9120.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,BrkSide,100.0,5,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1026.0,100.0,3,0.0,1925,1950,2008,184000.0,12.122691036591123 +1354,903401030,1170.0,546.0,0.0,Pave,4,1Fam,3,1,0,0,3,810.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,BrkTil,2,7,672.0,2,3,1,3,Detchd,1716.0,0,GasA,4,1.5Fin,1,3,Lvl,2,9144.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,BrkSide,195.0,3,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,810.0,195.0,3,0.0,1915,2004,2008,162500.0,11.998433280751929 +1355,903401050,988.0,517.0,0.0,Pave,3,1Fam,3,1,1,0,3,484.0,399.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1505.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9144.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,883.0,0.0,3,0.0,1940,1982,2008,145000.0,11.884489021402711 +1356,903425420,838.0,0.0,0.0,NA,2,1Fam,4,2,1,0,3,0.0,210.0,606.0,3,5,Y,RRAn,Norm,4,112.0,3,2,Stucco,WdShing,1,0,0,BrkTil,1,7,275.0,1,3,3,3,Detchd,838.0,0,GasA,4,1Story,1,1,Lvl,2,10267.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,816.0,112.0,3,0.0,1918,2000,2008,130000.0,11.77528972943772 +1358,903427090,833.0,833.0,0.0,Grvl,3,1Fam,3,1,0,0,3,588.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,Stucco,WdShing,3,4,1,PConc,1,7,228.0,1,3,1,3,Detchd,1666.0,0,GasA,1,2Story,1,3,Lvl,2,5100.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,63.0,6,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,588.0,255.0,3,192.0,1925,1996,2008,161000.0,11.9891596439666 +1359,903429010,825.0,784.0,0.0,NA,3,1Fam,4,1,0,0,4,796.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,BrkTil,1,7,228.0,1,2,1,2,Detchd,1609.0,0,GasA,4,1.5Fin,1,2,Lvl,2,4347.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,182.0,7,5,0,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,796.0,182.0,3,0.0,1910,1950,2008,127500.0,11.755871643580617 +1360,903452025,768.0,0.0,0.0,NA,1,1Fam,3,1,0,0,3,768.0,0.0,0.0,1,1,Y,RRNe,Norm,4,84.0,3,3,Stucco,WdShing,0,0,0,BrkTil,1,7,440.0,2,3,1,3,Detchd,768.0,0,GasA,2,1Story,1,2,Lvl,2,6291.0,Inside,2,0.0,030,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,5,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,4,1.3862943611198906,1.0,0.0,768.0,84.0,3,0.0,1930,1950,2008,93850.0,11.449453042014655 +1361,903453050,768.0,768.0,0.0,NA,4,1Fam,3,1,0,0,3,396.0,372.0,0.0,3,1,Y,Norm,Norm,3,80.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1536.0,1,GasA,2,2Story,1,2,Lvl,2,10266.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,216.0,5,5,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,768.0,296.0,3,0.0,1952,1952,2008,136000.0,11.820410164718188 +1362,903454100,1272.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,1272.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,6,400.0,2,3,1,3,Detchd,1969.0,0,GasA,2,1.5Fin,1,2,Bnk,2,6876.0,Inside,3,697.0,050,RM,0.0,None,NA,0.0,11,10.0,IDOTRR,34.0,5,5,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1272.0,34.0,3,0.0,1938,1958,2008,141000.0,11.856515169360305 +1363,903455030,880.0,428.0,0.0,Grvl,2,1Fam,2,1,0,0,3,880.0,0.0,0.0,1,1,Y,Norm,Norm,4,117.0,1,2,HdBoard,HdBoard,0,0,0,BrkTil,2,7,400.0,2,2,1,2,Detchd,1308.0,0,GasA,3,1.5Fin,1,2,Lvl,2,10320.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,IDOTRR,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,880.0,117.0,3,0.0,1915,1978,2008,120000.0,11.695247021764184 +1364,903455140,1040.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1040.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,320.0,2,3,1,3,Detchd,1040.0,0,GasA,3,1Story,1,2,Lvl,2,7200.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,132.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1040.0,132.0,3,0.0,1925,1992,2008,127500.0,11.755871643580617 +1365,903456130,788.0,448.0,0.0,NA,3,1Fam,3,1,1,0,3,647.0,121.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Stucco,Stucco,3,4,1,PConc,2,7,384.0,1,3,1,3,Detchd,1236.0,0,GasA,2,1.5Fin,1,2,Lvl,2,7006.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,5,5,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,768.0,0.0,3,0.0,1925,1950,2008,127000.0,11.751942365440728 +1366,903458110,1035.0,371.0,0.0,Grvl,3,1Fam,3,1,0,0,3,319.0,0.0,0.0,1,1,Y,Artery,Norm,3,0.0,1,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1406.0,0,GasA,2,1.5Fin,1,1,Lvl,2,7920.0,Inside,2,0.0,050,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,144.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,319.0,144.0,3,0.0,1920,1950,2008,89500.0,11.401993904262946 +1367,903475020,825.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,0.0,180.0,645.0,2,3,Y,Feedr,RRNn,4,0.0,3,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,720.0,2,3,2,3,Detchd,825.0,0,GasA,2,1Story,1,2,HLS,2,8235.0,Inside,2,0.0,020,RM,0.0,None,NA,0.0,6,5.0,OldTown,50.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,825.0,190.0,3,140.0,1955,1995,2008,125000.0,11.736069016284437 +1368,903476110,1088.0,110.0,0.0,NA,4,1Fam,3,1,0,0,3,901.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1198.0,0,GasA,3,1.5Fin,1,2,Bnk,2,5586.0,Inside,2,0.0,050,RM,0.0,None,NA,0.0,9,8.0,OldTown,98.0,6,5,0,0.0,0,CompShg,Gable,Abnorml,ConLD,0.0,Pave,7,1.9459101490553132,1.0,0.0,901.0,98.0,3,0.0,1920,1998,2008,79900.0,11.288531131754366 +1369,903481010,759.0,0.0,0.0,NA,1,1Fam,3,1,0,0,2,451.0,0.0,0.0,1,1,Y,RRNe,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,576.0,2,3,1,3,Detchd,759.0,0,GasA,2,1Story,1,2,Lvl,2,10320.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,7,4,0,0.0,0,CompShg,Gable,Family,ConLD,0.0,Pave,5,1.6094379124341003,1.0,0.0,451.0,40.0,3,40.0,1912,1991,2008,85000.0,11.350406535472453 +1370,903481100,808.0,536.0,0.0,Grvl,3,2FmCon,2,1,0,0,3,536.0,0.0,0.0,1,1,N,Norm,Norm,2,204.0,1,1,AsphShn,AsphShn,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1344.0,0,GasA,4,2Story,2,2,Lvl,2,10320.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,2,2,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,536.0,246.0,3,42.0,1915,1950,2008,82375.0,11.319037271804808 +1371,903484020,756.0,713.0,0.0,Grvl,3,1Fam,3,1,0,0,3,756.0,0.0,0.0,1,1,Y,Norm,Norm,4,239.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,216.0,1,3,1,3,Detchd,1469.0,0,GasA,4,1.5Fin,1,2,Lvl,2,10320.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,756.0,296.0,3,57.0,1906,1995,2008,135000.0,11.813030057420567 +1372,904100020,1054.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1046.0,0.0,0.0,1,1,N,Feedr,Norm,4,122.0,2,3,VinylSd,VinylSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1054.0,0,GasA,3,1Story,1,2,Lvl,2,9488.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Sawyer,60.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1046.0,182.0,3,0.0,1947,1993,2008,124000.0,11.728036844587175 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+1375,904101170,1120.0,468.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,WdShing,Plywood,0,4,1,CBlock,2,5,680.0,2,3,3,3,Detchd,1588.0,0,GasA,2,1.5Fin,1,2,Lvl,2,17120.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,ClearCr,59.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,0.0,59.0,3,0.0,1959,1959,2008,134432.0,11.808813773969108 +1376,904351280,808.0,547.0,0.0,NA,4,2FmCon,3,1,1,0,3,112.0,351.0,181.0,5,3,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,1355.0,0,GasA,3,1.5Fin,2,2,Lvl,2,10106.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,644.0,140.0,3,140.0,1940,1999,2008,127500.0,11.755871643580617 +1377,905100020,1075.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,197.0,784.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,Wd Sdng,3,0,0,CBlock,1,7,440.0,2,3,1,3,Detchd,1075.0,0,GasA,2,SFoyer,1,3,Lvl,2,11235.0,Corner,3,0.0,085,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,64.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,981.0,128.0,3,64.0,1963,1963,2008,148000.0,11.904967552746252 +1378,905102170,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,134.0,906.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,384.0,1,3,1,3,Detchd,1040.0,0,GasA,4,1Story,1,2,Lvl,2,11200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1040.0,0.0,3,0.0,1965,1965,2008,129500.0,11.771436160121729 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+1391,905201110,1188.0,0.0,0.0,NA,1,1Fam,4,4,1,0,3,212.0,776.0,0.0,6,1,Y,PosA,Norm,3,231.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,7,621.0,2,3,1,3,Attchd,1188.0,0,GasA,2,1Story,1,2,Lvl,2,14175.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,89.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,988.0,422.0,3,102.0,1956,1956,2008,185000.0,12.128111104060462 +1392,905201120,1383.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,319.0,1064.0,0.0,4,1,Y,PosN,Norm,4,0.0,2,2,Wd Sdng,Plywood,4,4,1,PConc,1,7,354.0,1,3,1,3,Attchd,1383.0,0,GasA,2,1Story,1,2,Lvl,2,13284.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,116.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1383.0,627.0,3,511.0,1954,1954,2008,165000.0,12.013700752882718 +1393,905202230,1252.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,93.0,429.0,1080.0,4,5,Y,Norm,Norm,4,0.0,2,2,BrkFace,Plywood,0,4,1,CBlock,1,7,564.0,2,3,2,3,Attchd,1252.0,0,GasA,3,1Story,1,2,Lvl,2,13500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,ClearCr,0.0,6,5,2,0.0,0,CompShg,Flat,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1602.0,409.0,3,409.0,1960,1975,2008,235000.0,12.367340793126296 +1394,905225040,1021.0,580.0,0.0,NA,3,1Fam,3,1,0,1,3,533.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,5,300.0,1,3,2,3,BuiltIn,1601.0,0,GasA,2,SLvl,1,2,Lvl,2,13825.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,12,11.0,Sawyer,34.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,533.0,314.0,3,280.0,1958,1987,2008,140000.0,11.84939770159144 +1395,905226030,672.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,672.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,4,0,0,PConc,1,7,240.0,1,3,1,3,Detchd,672.0,0,GasA,4,1Story,1,2,Lvl,2,10200.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Sawyer,0.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,672.0,168.0,3,168.0,1940,1997,2008,108000.0,11.589886506106357 +1396,905226110,1721.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,0.0,988.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,2,4,626.0,2,3,1,3,Basment,1721.0,0,GasA,3,1Story,1,2,Lvl,2,10532.0,Corner,3,0.0,190,RL,275.0,Stone,NA,0.0,12,11.0,ClearCr,84.0,2,4,2,0.0,0,Tar&Grv,Flat,Abnorml,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,988.0,134.0,3,50.0,1960,1960,2008,145000.0,11.884489021402711 +1397,905227050,864.0,486.0,0.0,NA,2,1Fam,3,1,1,0,3,240.0,336.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,6,627.0,3,3,1,3,2Types,1350.0,1,GasA,3,1.5Fin,1,3,Lvl,2,8375.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,576.0,0.0,3,0.0,1941,1973,2008,152400.0,11.934263922234683 +1398,905300020,904.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,160.0,704.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,3,0,0,PConc,1,7,912.0,3,3,1,3,2Types,904.0,0,GasA,4,SLvl,1,3,Lvl,2,10200.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,7,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,143.0,3,143.0,1970,1970,2008,144000.0,11.877568578558138 +1399,905351089,1291.0,0.0,0.0,NA,2,1Fam,3,2,1,0,4,288.0,1003.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,PConc,1,7,431.0,2,3,1,3,Attchd,1291.0,0,GasA,4,1Story,1,3,HLS,2,2887.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,11,10.0,ClearCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1291.0,307.0,3,307.0,1996,1997,2008,173000.0,12.061046873479915 +1400,905352030,1156.0,866.0,0.0,NA,4,1Fam,3,1,0,0,4,768.0,392.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,505.0,2,3,3,3,Attchd,2022.0,1,GasA,4,2Story,1,2,Lvl,2,10005.0,Inside,3,0.0,060,RL,299.0,BrkFace,NA,0.0,3,2.0,ClearCr,117.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1160.0,405.0,3,288.0,1977,1977,2008,192000.0,12.165250651009918 +1401,905352070,1524.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,925.0,599.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,2,CBlock,2,7,478.0,2,3,3,3,Attchd,1524.0,0,GasA,2,1Story,1,2,Lvl,2,20270.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,ClearCr,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1524.0,140.0,3,140.0,1979,1979,2008,245000.0,12.409013489526863 +1402,905401045,1363.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,96.0,226.0,1063.0,2,6,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,1,4,439.0,2,3,1,3,Attchd,1363.0,0,GasA,4,1Story,1,2,Low,0,39104.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,ClearCr,0.0,6,6,2,0.0,0,Membran,Flat,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1385.0,81.0,3,81.0,1954,2005,2008,241500.0,12.394624752074764 +1403,905401060,1663.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,248.0,1116.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,2,CBlock,1,6,529.0,2,3,3,3,Attchd,1663.0,0,GasA,4,1Story,1,3,Low,1,53227.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,ClearCr,137.0,5,3,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1364.0,361.0,3,224.0,1954,1994,2008,256000.0,12.4529327234617 +1404,905402090,1357.0,0.0,0.0,NA,2,1Fam,3,3,1,0,3,300.0,719.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,4,4,1,CBlock,1,7,312.0,1,3,2,3,Basment,1357.0,0,GasA,3,SLvl,1,4,Lvl,2,11512.0,Corner,2,0.0,080,RL,84.0,BrkFace,NA,0.0,5,4.0,Edwards,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,163.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1019.0,163.0,3,0.0,1959,2006,2008,177000.0,12.083905011555967 +1405,905403060,617.0,462.0,0.0,NA,2,1Fam,3,1,0,0,3,570.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Plywood,0,4,1,CBlock,1,7,249.0,1,3,1,3,Attchd,1079.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5190.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,570.0,135.0,3,135.0,1948,1950,2008,125600.0,11.740857533016236 +1406,905403150,1094.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,594.0,500.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,495.0,2,3,2,3,Attchd,1094.0,0,GasA,4,1Story,1,2,Lvl,2,10452.0,Inside,2,0.0,020,RL,216.0,Stone,NA,0.0,6,5.0,Edwards,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,287.0,Pave,5,1.6094379124341003,1.0,0.0,1094.0,287.0,3,0.0,1953,1953,2008,155000.0,11.951180395901384 +1407,905425125,1307.0,1051.0,0.0,NA,5,1Fam,3,1,0,0,3,907.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,3,7,360.0,2,3,1,2,Detchd,2358.0,0,GasA,2,1.5Fin,1,2,Bnk,2,45600.0,Inside,1,0.0,050,RL,0.0,None,NA,0.0,9,8.0,ClearCr,40.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,175.0,Pave,10,2.302585092994046,3.0,1.4641016151377544,907.0,701.0,3,486.0,1908,1997,2008,240000.0,12.388394202324129 +1408,905426030,1518.0,0.0,0.0,NA,2,1Fam,3,4,1,0,3,545.0,1035.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,PreCast,PreCast,0,4,2,PConc,1,7,0.0,0,0,0,0,NA,1518.0,0,GasA,4,1Story,1,1,Lvl,2,19550.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,1,0.0,Edwards,39.0,6,4,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1580.0,39.0,3,0.0,1940,2007,2008,260000.0,12.468436909997665 +1409,905427050,1163.0,511.0,0.0,NA,4,1Fam,3,2,0,0,4,1163.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,396.0,2,3,3,3,Detchd,1674.0,0,GasA,4,1.5Fin,1,2,Lvl,2,21780.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,36.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1163.0,252.0,3,72.0,1918,1950,2008,185000.0,12.128111104060462 +1410,905427070,1236.0,872.0,0.0,NA,4,1Fam,3,1,0,0,3,501.0,626.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Stucco,Stucco,0,3,2,CBlock,2,7,540.0,2,3,1,3,Basment,2108.0,0,GasA,4,2Story,1,3,Lvl,2,13728.0,Corner,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,90.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1127.0,90.0,3,0.0,1935,1986,2008,235000.0,12.367340793126296 +1411,905451330,1509.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,639.0,870.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,3,3,1,CBlock,1,7,322.0,1,3,1,3,Attchd,1509.0,0,GasA,2,1Story,1,3,Lvl,2,9571.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,576.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1509.0,734.0,3,158.0,1956,1956,2008,159900.0,11.982303898822046 +1412,905452070,864.0,0.0,0.0,NA,2,Duplx,3,3,1,0,4,0.0,864.0,0.0,6,1,N,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,864.0,0,GasA,1,SFoyer,1,2,Lvl,2,9350.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,864.0,0.0,3,0.0,1975,1975,2008,99600.0,11.50891744357269 +1413,905452120,621.0,648.0,0.0,NA,3,1Fam,3,1,0,0,3,297.0,324.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,2,0,0,CBlock,1,7,280.0,1,3,1,3,Detchd,1269.0,1,GasA,2,2Story,1,2,Lvl,2,9360.0,Corner,3,0.0,060,RL,216.0,BrkCmn,NA,0.0,11,10.0,Edwards,236.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,621.0,236.0,3,0.0,1962,2001,2008,134500.0,11.809319478024031 +1414,905476120,961.0,406.0,0.0,Grvl,4,1Fam,4,1,1,0,3,229.0,241.0,391.0,3,4,Y,Norm,Norm,4,112.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,384.0,1,3,1,3,Detchd,1367.0,0,GasA,4,1.5Fin,1,2,Lvl,2,8405.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,130.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,861.0,242.0,3,0.0,1900,1950,2008,119000.0,11.686878772093667 +1415,905477050,820.0,527.0,0.0,NA,3,2FmCon,3,4,1,0,4,148.0,969.0,0.0,6,1,Y,Norm,Norm,4,148.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1347.0,0,GasA,2,2Story,1,2,Lvl,2,7000.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1117.0,233.0,3,85.0,1910,1991,2008,107500.0,11.585246126549855 +1416,905479110,1164.0,0.0,0.0,NA,3,2FmCon,3,1,1,0,3,124.0,1040.0,0.0,5,1,N,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1164.0,0,GasW,2,1Story,1,2,Lvl,2,10880.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,8,7.0,Edwards,48.0,4,4,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1164.0,48.0,3,0.0,1950,1950,2008,125000.0,11.736069016284437 +1417,905480150,572.0,524.0,0.0,NA,2,1Fam,3,1,0,0,3,572.0,0.0,0.0,1,1,N,Artery,Norm,2,128.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1096.0,0,Grav,1,1.5Fin,1,2,Lvl,2,9600.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,8.0,4,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,572.0,136.0,3,0.0,1924,1950,2008,79000.0,11.27720313144916 +1418,905480240,616.0,495.0,0.0,NA,3,1Fam,2,2,0,1,3,0.0,236.0,380.0,2,3,N,Artery,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,200.0,1,2,1,3,Detchd,1111.0,0,GasA,2,1.5Fin,1,2,Lvl,2,9084.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,616.0,48.0,3,48.0,1941,1950,2008,95000.0,11.461632170582678 +1419,906204150,1532.0,797.0,0.0,NA,4,1Fam,3,1,1,0,4,390.0,1085.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,5,1,PConc,2,7,514.0,2,3,1,3,Attchd,2329.0,1,GasA,4,2Story,1,3,Lvl,2,11839.0,Inside,3,0.0,060,RL,99.0,BrkFace,NA,0.0,5,4.0,SawyerW,121.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1475.0,313.0,3,192.0,1990,1990,2008,262280.0,12.477167914377556 +1420,906204280,1093.0,1721.0,0.0,NA,4,1Fam,3,1,0,1,4,298.0,779.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,4,3,1,PConc,2,7,614.0,2,3,3,3,BuiltIn,2814.0,1,GasA,4,2Story,1,3,Lvl,2,9771.0,Corner,0,0.0,060,RL,190.0,BrkFace,NA,0.0,6,5.0,SawyerW,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,216.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1077.0,296.0,3,48.0,1995,2002,2008,260000.0,12.468436909997665 +1421,906223110,1626.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,331.0,1271.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,534.0,2,3,2,3,Attchd,1626.0,1,GasA,4,1Story,1,3,Lvl,2,9938.0,Inside,3,0.0,020,RL,251.0,BrkFace,NA,0.0,4,3.0,SawyerW,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1602.0,464.0,3,424.0,1994,1994,2008,226500.0,12.330500223905226 +1422,906223140,1101.0,1099.0,0.0,NA,4,1Fam,3,1,0,0,4,457.0,355.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,453.0,2,3,2,3,Attchd,2200.0,1,GasA,4,2Story,1,3,Lvl,2,14171.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,12,11.0,SawyerW,98.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,812.0,266.0,3,168.0,1993,1994,2008,225000.0,12.323855681186558 +1423,906223220,1302.0,735.0,0.0,NA,3,1Fam,3,3,0,0,4,672.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,472.0,2,3,3,3,Attchd,2037.0,1,GasA,4,SLvl,1,3,Lvl,2,10541.0,Corner,2,0.0,080,RL,0.0,None,NA,0.0,2,1.0,SawyerW,33.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,672.0,133.0,3,100.0,1996,1996,2008,229000.0,12.341477282536376 +1424,906378190,628.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,628.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,3,3,BuiltIn,1356.0,1,GasA,4,2Story,1,3,Lvl,2,10616.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,3,2.0,CollgCr,24.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,628.0,124.0,3,100.0,2007,2007,2008,177439.0,12.086382166860469 +1425,906380030,1615.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1615.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,864.0,3,3,2,3,Attchd,1615.0,0,GasA,4,1Story,1,3,Lvl,2,9345.0,Inside,2,0.0,020,RL,156.0,Stone,NA,0.0,5,4.0,CollgCr,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1615.0,198.0,3,168.0,2007,2007,2008,248500.0,12.423198124518821 +1426,906412010,2276.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,186.0,2085.0,0.0,6,1,Y,Norm,Norm,4,70.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,1348.0,3,3,2,4,Attchd,2276.0,0,GasA,4,1Story,1,4,Lvl,2,11778.0,Inside,3,0.0,020,RL,554.0,Stone,NA,0.0,6,5.0,CollgCr,0.0,4,8,2,0.0,0,CompShg,Hip,Abnorml,WD,255.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,2271.0,325.0,3,0.0,2008,2008,2008,475000.0,13.071070083016778 +1427,906412050,1766.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,598.0,1153.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,874.0,3,3,3,3,Attchd,1766.0,1,GasA,4,1Story,1,4,Lvl,2,11778.0,Inside,3,0.0,020,RL,402.0,Stone,NA,0.0,12,11.0,CollgCr,36.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1751.0,252.0,3,216.0,2008,2008,2008,395039.0,12.886739773186576 +1428,906420130,1080.0,1017.0,0.0,NA,3,1Fam,3,1,0,1,4,499.0,50.0,531.0,4,6,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,678.0,3,3,1,3,Attchd,2097.0,1,GasA,4,2Story,1,3,Lvl,2,11228.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,12,11.0,SawyerW,187.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1080.0,383.0,3,196.0,1993,1993,2008,228000.0,12.337100907936577 +1429,906424010,1511.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,631.0,770.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,2,1,PConc,2,7,811.0,3,3,3,3,Attchd,1511.0,0,GasA,4,SLvl,1,3,Lvl,2,11454.0,Corner,1,0.0,080,RL,302.0,BrkFace,NA,0.0,2,1.0,SawyerW,42.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1401.0,210.0,3,168.0,1995,1995,2008,225000.0,12.323855681186558 +1430,906475100,1643.0,0.0,0.0,NA,2,1Fam,4,4,1,0,4,197.0,262.0,723.0,2,5,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,1,CBlock,2,7,438.0,2,3,1,3,Attchd,1643.0,0,GasA,4,1Story,1,2,Bnk,2,11500.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,ClearCr,0.0,5,5,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1182.0,339.0,3,339.0,1966,1966,2008,195000.0,12.180754837545884 +1431,906476030,616.0,1072.0,0.0,NA,4,1Fam,3,4,1,0,4,154.0,462.0,0.0,6,1,Y,Feedr,Norm,4,185.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,603.0,2,3,2,3,Attchd,1688.0,1,GasA,3,2Story,1,3,HLS,1,12798.0,Inside,2,0.0,060,RL,0.0,None,Shed,400.0,5,4.0,ClearCr,114.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,616.0,702.0,3,403.0,1997,1997,2008,200000.0,12.206072645530174 +1432,907126030,990.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,268.0,722.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,528.0,2,3,1,3,Detchd,990.0,0,GasA,4,1Story,1,2,Low,1,9750.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,990.0,168.0,3,168.0,1994,1994,2008,155000.0,11.951180395901384 +1433,907135020,1099.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1099.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,352.0,1,3,1,3,Attchd,1099.0,1,GasA,4,1Story,1,3,Lvl,2,9525.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1099.0,278.0,3,278.0,1995,2006,2008,144000.0,11.877568578558138 +1434,907135260,990.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,304.0,686.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,672.0,2,3,1,3,Detchd,990.0,0,GasA,4,1Story,1,2,Lvl,2,9245.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,2,1.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,990.0,0.0,3,0.0,1994,1995,2008,145000.0,11.884489021402711 +1435,907175080,1418.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,110.0,1308.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,558.0,2,3,2,3,Attchd,1418.0,0,GasA,4,1Story,1,3,Lvl,2,8696.0,Inside,2,0.0,020,RL,150.0,BrkFace,NA,0.0,5,4.0,CollgCr,110.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1418.0,318.0,3,208.0,1997,1998,2008,226001.0,12.328294703023394 +1436,907176010,872.0,899.0,0.0,NA,3,1Fam,3,1,1,0,4,176.0,688.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,600.0,2,3,2,3,Attchd,1771.0,1,GasA,4,2Story,1,3,Lvl,2,13142.0,Corner,2,0.0,060,RL,128.0,BrkFace,NA,0.0,7,6.0,CollgCr,96.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,864.0,96.0,3,0.0,1997,1997,2008,215700.0,12.281643832377247 +1437,907181120,782.0,870.0,0.0,NA,3,1Fam,3,2,0,0,4,255.0,527.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,532.0,2,3,2,3,Attchd,1652.0,1,GasA,4,2Story,1,3,Lvl,2,8998.0,Inside,2,0.0,060,RL,120.0,BrkFace,NA,0.0,6,5.0,CollgCr,70.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,782.0,70.0,3,0.0,2000,2000,2008,207500.0,12.24288661865289 +1438,907181140,882.0,908.0,0.0,NA,3,1Fam,3,1,1,0,4,240.0,633.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,588.0,2,3,2,3,Attchd,1790.0,1,GasA,4,2Story,1,3,Lvl,2,9179.0,Inside,2,0.0,060,RL,158.0,BrkFace,NA,0.0,6,5.0,CollgCr,88.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,873.0,88.0,3,0.0,1999,1999,2008,193000.0,12.170445467887022 +1439,907187030,880.0,844.0,0.0,NA,3,1Fam,3,3,0,0,4,880.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,527.0,2,3,3,3,Attchd,1724.0,1,GasA,4,2Story,1,3,Lvl,2,8924.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,155.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,880.0,275.0,3,120.0,1998,1999,2008,188000.0,12.144197241812087 +1440,907187080,1479.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1468.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,577.0,2,3,2,3,Attchd,1479.0,0,GasA,4,1Story,1,3,Lvl,2,9382.0,CulDSac,2,0.0,020,RL,125.0,BrkFace,NA,0.0,7,6.0,CollgCr,25.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1468.0,145.0,3,120.0,1999,2000,2008,191000.0,12.160028707028767 +1441,907192130,1494.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,572.0,922.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,530.0,2,3,2,3,Attchd,1494.0,0,GasA,4,1Story,1,3,Lvl,2,12803.0,Inside,2,0.0,020,RL,99.0,BrkFace,NA,0.0,9,8.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1494.0,228.0,3,192.0,2002,2002,2008,221000.0,12.30591798049989 +1442,907194020,963.0,829.0,245.0,NA,3,1Fam,3,1,0,0,4,602.0,361.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,564.0,2,3,2,3,Attchd,1792.0,1,GasA,4,2Story,1,3,Lvl,2,12435.0,Inside,3,0.0,060,RL,172.0,BrkFace,NA,0.0,5,4.0,CollgCr,96.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,963.0,341.0,3,0.0,2001,2001,2008,231500.0,12.352335152508426 +1443,907196040,928.0,895.0,0.0,NA,3,1Fam,3,1,1,0,4,265.0,663.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,626.0,2,3,2,3,Attchd,1823.0,1,GasA,4,2Story,1,3,Lvl,2,12192.0,Inside,2,0.0,060,RL,0.0,None,Shed,4500.0,5,4.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,928.0,228.0,3,192.0,2000,2001,2008,235000.0,12.367340793126296 +1444,907196050,920.0,866.0,0.0,NA,3,1Fam,3,2,1,0,4,434.0,486.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,608.0,2,3,2,3,Attchd,1786.0,1,GasA,4,2Story,1,3,Lvl,2,11250.0,Inside,2,0.0,060,RL,162.0,BrkFace,NA,0.0,9,8.0,CollgCr,42.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,920.0,42.0,3,0.0,2001,2002,2008,223500.0,12.31716669303576 +1445,907200110,938.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,167.0,280.0,491.0,2,4,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,938.0,0,GasA,2,1Story,1,2,Lvl,2,9200.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,938.0,145.0,3,145.0,1975,1980,2008,130250.0,11.777210959615614 +1446,907201060,985.0,0.0,0.0,NA,3,1Fam,4,3,0,0,4,390.0,595.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,CBlock,2,7,328.0,1,3,1,3,Attchd,985.0,0,GasA,2,SLvl,1,2,Lvl,2,8385.0,Inside,3,0.0,080,RL,220.0,BrkFace,NA,0.0,11,10.0,CollgCr,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,985.0,210.0,3,210.0,1977,1977,2008,149900.0,11.917723684090689 +1447,907202010,1174.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,83.0,781.0,0.0,5,1,Y,Norm,Norm,4,280.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,528.0,2,3,1,3,Attchd,1174.0,0,GasA,4,1Story,1,2,Lvl,2,12250.0,Inside,2,0.0,020,RL,180.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,491.0,3,211.0,1978,1978,2008,158000.0,11.970350312009105 +1448,907202160,1026.0,0.0,0.0,NA,3,1Fam,4,4,1,0,4,0.0,505.0,435.0,6,2,Y,Norm,Norm,4,34.0,2,2,Plywood,HdBoard,3,0,0,CBlock,1,7,576.0,2,2,1,3,Detchd,1026.0,0,GasA,2,SLvl,1,2,Low,1,10970.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,10,9.0,CollgCr,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,940.0,34.0,3,0.0,1978,1978,2008,147000.0,11.898187865760873 +1449,907202190,1076.0,0.0,0.0,NA,3,1Fam,3,3,0,0,3,782.0,294.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,2,1,CBlock,1,7,576.0,2,3,1,3,Detchd,1076.0,1,GasA,2,1Story,1,2,Lvl,2,9216.0,Inside,2,0.0,020,RL,176.0,BrkFace,NA,0.0,9,8.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1076.0,0.0,3,0.0,1975,1975,2008,143195.0,11.87196261669798 +1450,907202240,1558.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,180.0,88.0,596.0,3,5,Y,Norm,Norm,4,239.0,2,2,Plywood,Wd Sdng,0,0,0,CBlock,2,5,440.0,2,3,3,3,Attchd,1558.0,0,GasA,2,1Story,1,2,Lvl,2,14330.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,227.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,864.0,606.0,3,140.0,1975,2001,2008,163000.0,12.0015054797889 +1451,907203090,924.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,924.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,280.0,1,3,1,3,Detchd,924.0,0,GasA,2,1Story,1,2,Lvl,2,7990.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,924.0,0.0,3,0.0,1975,1975,2008,110000.0,11.608235644774552 +1452,907227050,864.0,0.0,0.0,NA,3,1Fam,3,3,0,0,3,474.0,390.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,352.0,1,3,1,3,Detchd,864.0,0,GasA,2,1Story,1,2,Lvl,2,7180.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1972,1972,2008,127000.0,11.751942365440728 +1453,907227300,780.0,0.0,0.0,NA,2,1Fam,3,3,0,0,3,148.0,632.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,352.0,1,3,1,3,Detchd,780.0,0,GasA,4,1Story,1,2,Bnk,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,780.0,196.0,3,196.0,1972,1972,2008,124900.0,11.73526869611367 +1454,907250020,1795.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1777.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,534.0,2,3,2,3,Attchd,1795.0,0,GasA,4,1Story,1,3,Lvl,2,9742.0,Inside,3,0.0,020,RL,281.0,BrkFace,NA,0.0,9,8.0,CollgCr,159.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1777.0,330.0,3,171.0,2002,2002,2008,230000.0,12.345834587905333 +1456,907253060,992.0,873.0,0.0,NA,3,1Fam,3,1,1,0,4,257.0,735.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,839.0,3,3,2,3,Attchd,1865.0,1,GasA,4,2Story,1,3,Lvl,2,10316.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,184.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,992.0,184.0,3,0.0,2000,2000,2008,235000.0,12.367340793126296 +1457,907253110,1290.0,871.0,0.0,NA,3,1Fam,3,1,0,0,4,1257.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,570.0,2,3,2,3,Attchd,2161.0,1,GasA,4,2Story,1,3,Lvl,2,10400.0,Inside,3,0.0,060,RL,227.0,BrkFace,NA,0.0,6,5.0,CollgCr,84.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1257.0,84.0,3,0.0,2001,2001,2008,230500.0,12.348006141418841 +1458,907254020,1004.0,848.0,0.0,NA,3,1Fam,3,2,0,0,4,336.0,668.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,4,3,2,PConc,2,7,660.0,3,3,3,3,Attchd,1852.0,1,GasA,4,2Story,1,3,Lvl,2,9066.0,Inside,2,0.0,060,RL,320.0,BrkFace,NA,0.0,12,11.0,CollgCr,106.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1004.0,330.0,3,224.0,1999,2000,2008,230000.0,12.345834587905333 +1459,907254090,1153.0,878.0,0.0,NA,3,1Fam,3,3,0,0,4,901.0,252.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,541.0,2,3,3,3,Attchd,2031.0,1,GasA,4,2Story,1,3,Lvl,2,11404.0,Inside,2,0.0,060,RL,202.0,BrkFace,NA,0.0,7,6.0,CollgCr,84.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1153.0,276.0,3,192.0,1998,1999,2008,222500.0,12.312682380588432 +1460,907255020,1055.0,1208.0,0.0,NA,3,1Fam,3,1,0,0,4,1055.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,905.0,2,3,3,3,BuiltIn,2263.0,1,GasA,4,2Story,1,3,Lvl,2,9240.0,Inside,3,0.0,060,RL,396.0,BrkFace,NA,0.0,9,8.0,CollgCr,45.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,189.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1055.0,234.0,3,0.0,2001,2002,2008,287000.0,12.567237494741757 +1461,907255030,1366.0,581.0,0.0,NA,3,1Fam,3,2,1,0,4,163.0,1194.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,725.0,3,3,3,3,BuiltIn,1947.0,1,GasA,4,2Story,1,3,Lvl,2,9720.0,CulDSac,2,0.0,060,RL,134.0,BrkFace,NA,0.0,1,0.0,CollgCr,116.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1357.0,284.0,3,168.0,2001,2002,2008,274000.0,12.520883385370206 +1462,907255060,1786.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,240.0,1538.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,715.0,3,3,2,3,Attchd,1786.0,0,GasA,4,1Story,1,3,Lvl,2,14860.0,CulDSac,1,0.0,020,RL,240.0,BrkFace,NA,0.0,6,5.0,CollgCr,35.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1778.0,217.0,3,182.0,2002,2003,2008,300000.0,12.611537753638338 +1463,907260010,1149.0,1141.0,0.0,NA,4,1Fam,3,2,0,0,4,1128.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,779.0,2,3,1,3,Attchd,2290.0,1,GasA,4,2Story,1,3,Lvl,2,11250.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1128.0,0.0,3,0.0,2002,2002,2008,255900.0,12.45254202214788 +1464,907262030,884.0,884.0,0.0,NA,3,1Fam,3,1,1,0,4,334.0,550.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,543.0,2,3,2,3,Attchd,1768.0,1,GasA,4,2Story,1,3,Lvl,2,8158.0,Inside,3,0.0,060,RL,252.0,BrkFace,NA,0.0,7,6.0,CollgCr,63.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,884.0,63.0,3,0.0,2003,2003,2008,224900.0,12.323411137947407 +1465,907262060,1129.0,1198.0,0.0,NA,4,1Fam,3,1,0,0,4,1129.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,596.0,2,3,2,3,BuiltIn,2327.0,1,GasA,4,2Story,1,3,Lvl,2,10905.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,57.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1129.0,57.0,3,0.0,2003,2003,2008,240000.0,12.388394202324129 +1466,907262070,798.0,842.0,0.0,NA,3,1Fam,3,1,0,0,4,798.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,595.0,2,3,2,3,Attchd,1640.0,1,GasA,4,2Story,1,3,Lvl,2,7226.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,798.0,45.0,3,0.0,2003,2003,2008,183000.0,12.117241431823558 +1467,907265100,886.0,878.0,0.0,NA,3,1Fam,3,3,0,0,4,850.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,560.0,2,3,1,3,Attchd,1764.0,1,GasA,4,2Story,1,3,Lvl,2,11690.0,Inside,2,0.0,060,RL,192.0,BrkFace,NA,0.0,6,5.0,CollgCr,29.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,850.0,149.0,3,120.0,1999,2000,2008,207000.0,12.240474072247506 +1468,907285080,933.0,975.0,0.0,NA,4,1Fam,3,1,1,0,4,273.0,642.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,3,1,PConc,2,7,493.0,2,3,1,3,Attchd,1908.0,1,GasA,4,2Story,1,3,Lvl,2,8750.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,133.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,915.0,277.0,3,144.0,1994,1995,2008,210000.0,12.254862809699606 +1469,907290150,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,162.0,686.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,3,2.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2003,2008,136500.0,11.824079893607152 +1470,907290250,848.0,0.0,0.0,NA,1,TwnhsE,3,2,1,0,4,186.0,662.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4426.0,Inside,3,0.0,120,RM,205.0,BrkFace,NA,0.0,2,1.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,140.0,3,140.0,2004,2004,2008,145000.0,11.884489021402711 +1471,907295020,1493.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,484.0,994.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,508.0,2,3,3,3,Attchd,1493.0,0,GasA,4,1Story,1,3,Lvl,1,13125.0,Inside,3,0.0,020,RL,215.0,BrkFace,NA,0.0,4,3.0,CollgCr,39.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1478.0,179.0,3,140.0,1997,1998,2008,208900.0,12.249610947544657 +1472,907295100,1838.0,0.0,0.0,NA,2,Duplx,3,4,2,0,4,83.0,1593.0,162.0,6,2,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,721.0,3,3,1,3,Attchd,1838.0,0,GasA,4,SFoyer,2,2,Lvl,2,10126.0,Corner,3,0.0,090,RM,0.0,None,NA,0.0,7,6.0,CollgCr,67.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1838.0,227.0,3,160.0,1997,1998,2008,185000.0,12.128111104060462 +1473,907405020,1536.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,726.0,810.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,532.0,2,3,2,3,Attchd,1536.0,0,GasA,4,1Story,1,3,Lvl,2,9135.0,Inside,3,0.0,020,RL,113.0,BrkFace,NA,0.0,12,11.0,CollgCr,74.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1536.0,266.0,3,192.0,2002,2003,2008,214000.0,12.273731294003989 +1474,907405140,856.0,854.0,0.0,NA,3,1Fam,3,1,1,0,4,150.0,706.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,548.0,2,3,2,3,Attchd,1710.0,1,GasA,4,2Story,1,3,Lvl,2,8450.0,Inside,3,0.0,060,RL,196.0,BrkFace,NA,0.0,2,1.0,CollgCr,61.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,856.0,61.0,3,0.0,2003,2003,2008,208500.0,12.247694320220994 +1475,907412040,1445.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1421.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,470.0,2,3,1,3,Attchd,1445.0,0,GasA,4,1Story,1,3,Lvl,2,9750.0,Inside,3,0.0,020,RL,50.0,Stone,NA,0.0,6,5.0,CollgCr,35.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1445.0,35.0,3,0.0,2004,2004,2008,186500.0,12.136186518066006 +1476,907412070,1436.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,490.0,946.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,1,3,Attchd,1436.0,0,GasA,4,1Story,1,3,Lvl,2,8450.0,Inside,3,0.0,020,RL,266.0,BrkFace,NA,0.0,4,3.0,CollgCr,98.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1436.0,237.0,3,139.0,2004,2004,2008,210000.0,12.254862809699606 +1477,907412080,770.0,812.0,0.0,NA,3,1Fam,3,1,0,0,4,280.0,490.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,520.0,2,3,2,3,Attchd,1582.0,1,GasA,4,2Story,1,3,Lvl,2,8320.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,9,8.0,CollgCr,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,770.0,45.0,3,0.0,2004,2004,2008,185900.0,12.132964173709535 +1478,907412090,1234.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,1234.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,2,3,Attchd,1234.0,0,GasA,4,1Story,1,3,Lvl,2,11049.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1234.0,30.0,3,0.0,2007,2007,2008,179900.0,12.100156419938624 +1479,907418010,1564.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1508.0,56.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,814.0,3,3,2,3,Attchd,1564.0,0,GasA,4,1Story,1,3,Lvl,2,11058.0,Corner,3,0.0,020,RL,212.0,Stone,NA,0.0,2,1.0,CollgCr,24.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1564.0,24.0,3,0.0,2007,2007,2008,218836.0,12.2960778698166 +1480,907418040,1361.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1327.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,610.0,2,3,2,3,Attchd,1361.0,0,GasA,4,1Story,1,3,Lvl,2,9627.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,50.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1351.0,50.0,3,0.0,2007,2007,2008,193000.0,12.170445467887022 +1481,907420080,728.0,728.0,0.0,NA,3,1Fam,3,3,1,0,4,80.0,648.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,WdShing,WdShing,0,4,1,PConc,2,7,410.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,8199.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,10,9.0,CollgCr,18.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,728.0,54.0,3,36.0,2005,2005,2008,189000.0,12.14950229404178 +1482,907425010,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,151.0,697.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4426.0,Inside,3,0.0,120,RM,147.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,149.0,3,149.0,2004,2004,2008,149300.0,11.913712983527281 +1483,907425015,848.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,151.0,697.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4426.0,Inside,3,0.0,120,RM,147.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,149.0,3,149.0,2004,2004,2008,141000.0,11.856515169360305 +1484,907425030,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,186.0,662.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4438.0,Inside,3,0.0,120,RM,205.0,BrkFace,NA,0.0,1,0.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,149.0,3,149.0,2004,2004,2008,149000.0,11.911701584927597 +1485,907425035,848.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,186.0,662.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4438.0,Inside,3,0.0,120,RM,169.0,BrkFace,NA,0.0,6,5.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,848.0,140.0,3,140.0,2004,2004,2008,144500.0,11.881034786534624 +1486,908102030,796.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,796.0,0.0,0.0,1,1,Y,Feedr,Norm,3,164.0,2,2,MetalSd,Wd Sdng,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,796.0,0,GasA,3,1Story,1,2,Lvl,2,8777.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,796.0,492.0,3,328.0,1910,1950,2008,85000.0,11.350406535472453 +1487,908102040,1272.0,928.0,0.0,NA,4,Duplx,3,1,2,0,3,188.0,1084.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,MetalSd,MetalSd,4,0,0,CBlock,2,7,0.0,0,0,0,0,NA,2200.0,2,GasA,3,1.5Fin,2,2,Lvl,2,8777.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,9,8.0,Edwards,70.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,5.0,2.4721359549995796,1272.0,70.0,3,0.0,1900,2003,2008,145900.0,11.890676734510876 +1488,908102140,1092.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,483.0,609.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,1092.0,0,GasA,2,1Story,1,2,Lvl,2,9825.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Hip,Abnorml,COD,161.0,Pave,6,1.791759469228055,1.0,0.0,1092.0,420.0,3,259.0,1966,1966,2008,123000.0,11.719939634354555 +1489,908102260,1256.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,136.0,830.0,290.0,4,2,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,CBlock,1,7,276.0,1,3,3,3,Attchd,1256.0,1,GasA,3,1Story,1,2,Lvl,2,9937.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,68.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1256.0,804.0,3,736.0,1965,1965,2008,147500.0,11.901583454762012 +1490,908103260,1033.0,0.0,0.0,NA,3,1Fam,4,4,0,1,4,0.0,456.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,504.0,2,3,2,2,BuiltIn,1033.0,0,GasA,4,SFoyer,1,2,Lvl,2,12102.0,Inside,3,0.0,085,RL,222.0,BrkFace,NA,0.0,4,3.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,456.0,224.0,3,224.0,1976,1976,2008,165000.0,12.013700752882718 +1491,908103280,1127.0,0.0,0.0,NA,3,1Fam,5,1,0,1,3,94.0,1033.0,0.0,4,1,Y,Norm,Norm,4,138.0,2,2,HdBoard,Plywood,0,1,1,CBlock,1,7,480.0,2,3,1,3,Detchd,1127.0,1,GasA,2,1Story,1,2,Lvl,2,6500.0,Inside,3,0.0,020,RL,84.0,BrkFace,NA,0.0,5,4.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1127.0,138.0,3,0.0,1976,1976,2008,135000.0,11.813030057420567 +1492,908127120,996.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,706.0,290.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,0,4,1,CBlock,1,7,0.0,0,0,0,0,NA,996.0,0,GasA,4,1Story,1,2,Lvl,2,13907.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,996.0,144.0,3,144.0,1940,1969,2008,108000.0,11.589886506106357 +1493,908128050,1181.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,38.0,920.0,180.0,4,3,Y,Norm,Norm,4,180.0,2,2,Plywood,Plywood,3,0,0,CBlock,2,7,588.0,2,3,2,3,Detchd,1181.0,0,GasA,2,SFoyer,1,2,Lvl,2,10012.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1138.0,180.0,3,0.0,1972,1972,2008,137500.0,11.831379196088763 +1494,908128110,760.0,896.0,0.0,NA,3,1Fam,3,1,0,0,4,746.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,397.0,2,3,3,3,BuiltIn,1656.0,1,GasA,4,2Story,1,3,Lvl,2,6931.0,Inside,3,0.0,060,RL,92.0,Stone,NA,0.0,7,6.0,Edwards,128.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,746.0,306.0,3,178.0,2003,2004,2008,165400.0,12.016122061571728 +1495,908151040,1117.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,541.0,368.0,120.0,5,3,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,2,1,CBlock,1,7,542.0,2,3,2,3,Attchd,1117.0,0,GasA,2,SLvl,1,2,Lvl,2,9638.0,CulDSac,2,0.0,080,RL,0.0,None,NA,0.0,11,10.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1029.0,292.0,3,292.0,1977,1977,2008,147000.0,11.898187865760873 +1496,908152110,684.0,714.0,0.0,NA,3,1Fam,3,3,0,0,3,396.0,288.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,1,CBlock,1,7,440.0,2,3,3,3,Attchd,1398.0,1,GasA,2,2Story,1,2,Lvl,2,7200.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Edwards,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,684.0,0.0,3,0.0,1976,2001,2008,160500.0,11.986049221552207 +1497,908152270,1132.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,108.0,1024.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,451.0,2,3,3,3,Attchd,1132.0,1,GasA,4,1Story,1,3,Lvl,2,7024.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,64.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1132.0,316.0,3,252.0,2005,2005,2008,176000.0,12.078239274020289 +1499,908154235,4692.0,950.0,0.0,NA,3,1Fam,3,4,2,0,5,466.0,5644.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,4,Stucco,Stucco,0,4,3,PConc,2,7,1418.0,2,3,3,3,Attchd,5642.0,1,GasA,4,2Story,1,4,Bnk,2,63887.0,Corner,0,0.0,060,RL,796.0,Stone,NA,0.0,1,0.0,Edwards,292.0,4,9,2,480.0,3,ClyTile,Hip,Partial,New,0.0,Pave,12,2.4849066497880004,4.5,2.2426406871192848,6110.0,506.0,3,214.0,2008,2008,2008,160000.0,11.982929094215963 +1500,908186040,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,88.0,459.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,525.0,2,3,2,3,Basment,1072.0,0,GasA,4,SLvl,1,2,Lvl,2,3675.0,Inside,3,0.0,180,RM,80.0,BrkFace,NA,0.0,6,5.0,Edwards,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,547.0,28.0,3,0.0,2005,2005,2008,148000.0,11.904967552746252 +1501,908201100,1152.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,1,0.0,2,2,AsbShng,Plywood,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1152.0,0,GasA,2,1Story,2,1,Lvl,2,6040.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1955,1955,2008,82000.0,11.314474526246391 +1502,908201110,1152.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,1,2,AsbShng,Plywood,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1152.0,0,GasA,2,1Story,2,2,Lvl,2,6012.0,Corner,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1955,1955,2008,82000.0,11.314474526246391 +1503,908201120,1440.0,0.0,0.0,NA,4,Duplx,3,1,0,0,3,1307.0,133.0,0.0,5,1,N,Norm,Norm,2,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1440.0,0,GasA,2,1Story,2,1,Lvl,2,12108.0,Inside,3,0.0,090,RL,270.0,BrkFace,NA,0.0,9,8.0,Edwards,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1440.0,0.0,3,0.0,1955,1955,2008,118000.0,11.678439903447801 +1504,908204160,1152.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,0.0,2,2,WdShing,WdShing,0,0,0,Slab,2,7,0.0,0,0,0,0,NA,1152.0,0,GasA,2,1Story,2,2,Lvl,2,6845.0,Inside,3,0.0,090,RL,58.0,BrkCmn,NA,0.0,7,6.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1955,1955,2008,82500.0,11.320553572322773 +1505,908225170,784.0,0.0,0.0,NA,2,2FmCon,3,3,1,0,3,0.0,784.0,0.0,5,1,N,Norm,Norm,1,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,784.0,0,GasA,2,1Story,1,2,Lvl,2,6931.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,784.0,112.0,3,112.0,1955,1955,2008,91900.0,11.428456308343778 +1506,908226120,585.0,468.0,0.0,NA,2,1Fam,3,1,0,0,3,585.0,0.0,0.0,1,1,Y,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1053.0,1,GasA,3,1.5Fin,1,4,Lvl,2,12180.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,1,0.0,Edwards,0.0,6,4,0,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,585.0,42.0,3,42.0,1938,2007,2008,120000.0,11.695247021764184 +1507,908250040,929.0,208.0,0.0,NA,4,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,Slab,1,6,0.0,0,0,0,0,NA,1137.0,1,GasA,3,1.5Fin,1,2,Lvl,2,8050.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,0.0,0.0,3,0.0,1947,1993,2008,96000.0,11.472103470449973 +1508,908250090,930.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,144.0,767.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,930.0,0,GasA,2,1Story,1,2,Bnk,1,9520.0,Inside,3,0.0,020,RL,115.0,Stone,Gar2,3000.0,5,4.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,911.0,134.0,3,134.0,1953,1953,2008,99000.0,11.502875129116727 +1509,908275130,768.0,432.0,0.0,NA,3,1Fam,3,1,0,0,3,416.0,352.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1200.0,0,GasA,4,1.5Fin,1,2,Lvl,2,11767.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,768.0,0.0,3,0.0,1946,1995,2008,130500.0,11.779128505744886 +1510,908275180,997.0,473.0,0.0,NA,4,1Fam,3,1,0,0,3,941.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,548.0,1,3,1,3,Detchd,1470.0,0,GasA,4,1.5Fin,1,2,Lvl,2,8172.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,156.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,941.0,156.0,3,0.0,1954,1972,2008,135000.0,11.813030057420567 +1511,908275280,872.0,521.0,0.0,NA,3,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,PConc,1,7,300.0,1,3,1,3,Attchd,1393.0,1,GasA,2,1.5Fin,1,2,Lvl,2,16466.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,265.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,816.0,386.0,3,121.0,1955,1955,2008,135500.0,11.816726919301892 +1512,908276140,1204.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,416.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,312.0,1,3,1,3,Basment,1204.0,0,GasA,3,SLvl,1,2,Bnk,1,7692.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,11,10.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,416.0,0.0,3,0.0,1954,1954,2008,100000.0,11.512925464970229 +1513,909100150,949.0,343.0,0.0,NA,3,1Fam,3,1,0,0,3,725.0,224.0,0.0,5,1,Y,Norm,Norm,4,183.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,205.0,1,3,1,3,Detchd,1292.0,1,GasA,2,1.5Fin,1,3,Lvl,2,5142.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,949.0,183.0,3,0.0,1923,2008,2008,108000.0,11.589886506106357 +1514,909100170,864.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,396.0,468.0,0.0,3,1,N,Norm,Norm,3,96.0,2,2,Stucco,Stucco,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,864.0,0,GasA,2,1Story,1,2,Lvl,2,5604.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,96.0,3,0.0,1925,1950,2008,98000.0,11.49272275765271 +1515,909101060,864.0,0.0,0.0,Grvl,2,1Fam,3,1,1,0,3,823.0,41.0,0.0,4,1,N,Norm,Norm,2,100.0,2,2,Stucco,Stucco,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,864.0,0,GasA,2,1Story,1,2,Lvl,2,8248.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,2,2,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,100.0,3,0.0,1914,1950,2008,67000.0,11.112447898373103 +1516,909101180,936.0,780.0,0.0,Grvl,6,2FmCon,2,1,1,0,3,570.0,210.0,0.0,3,1,N,Norm,Norm,4,0.0,1,2,VinylSd,VinylSd,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1716.0,0,GasA,4,2Story,1,1,Bnk,2,5687.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,3,2.0,SWISU,184.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,780.0,184.0,3,0.0,1912,2000,2008,135900.0,11.819674600139235 +1517,909131170,810.0,672.0,0.0,NA,4,1Fam,3,1,0,0,3,516.0,156.0,0.0,4,1,N,Norm,Norm,4,254.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,400.0,1,3,1,3,Detchd,1482.0,0,GasA,2,2Story,1,1,Lvl,2,12155.0,Inside,2,0.0,070,RH,0.0,None,NA,0.0,3,2.0,SWISU,0.0,7,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,672.0,254.0,3,0.0,1925,1950,2008,140000.0,11.84939770159144 +1518,909175050,1052.0,720.0,0.0,NA,4,1Fam,3,1,0,0,3,342.0,378.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,PConc,2,7,240.0,1,3,1,3,Detchd,2192.0,1,GasA,4,2.5Fin,1,3,Bnk,1,8400.0,Inside,3,420.0,075,RL,0.0,None,NA,0.0,7,6.0,SWISU,24.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,720.0,286.0,3,262.0,1939,1997,2008,179500.0,12.097930486910471 +1519,909175100,1390.0,304.0,0.0,NA,4,1Fam,3,1,0,0,3,758.0,423.0,0.0,3,1,Y,Norm,Norm,4,128.0,2,2,MetalSd,MetalSd,0,4,1,PConc,2,7,576.0,2,3,1,3,Detchd,1694.0,0,GasA,1,1.5Fin,1,2,Bnk,2,8400.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,SWISU,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1181.0,470.0,3,342.0,1925,1950,2008,136500.0,11.824079893607152 +1520,909177120,1424.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1228.0,0.0,0.0,1,1,Y,Norm,Norm,4,90.0,2,2,WdShing,WdShing,0,4,1,BrkTil,2,7,312.0,1,3,1,3,Attchd,1424.0,0,GasA,4,1Story,1,2,Lvl,2,7290.0,Corner,3,0.0,030,RL,174.0,BrkFace,NA,0.0,4,3.0,SWISU,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1228.0,90.0,3,0.0,1921,1950,2008,168000.0,12.031719258385396 +1521,909201110,1024.0,940.0,0.0,NA,4,1Fam,3,3,0,0,3,940.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1964.0,1,GasA,2,2Story,1,2,Bnk,2,8525.0,Inside,3,0.0,070,RH,0.0,None,NA,0.0,11,10.0,SWISU,192.0,5,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,940.0,192.0,3,0.0,1911,1950,2008,130000.0,11.77528972943772 +1522,909250040,990.0,1611.0,0.0,NA,4,1Fam,2,1,0,0,3,612.0,0.0,0.0,1,1,Y,Feedr,Norm,4,301.0,2,2,MetalSd,Wd Sdng,0,0,0,BrkTil,3,7,621.0,2,3,2,3,BuiltIn,2601.0,1,GasA,4,2Story,1,2,Lvl,2,9842.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,SWISU,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,612.0,484.0,3,183.0,1921,1998,2008,189000.0,12.14950229404178 +1523,909250230,960.0,960.0,0.0,NA,4,Duplx,3,1,2,0,3,0.0,281.0,679.0,5,3,Y,Norm,Norm,4,121.0,2,2,Stucco,Stucco,0,4,2,BrkTil,2,7,480.0,2,3,1,3,Detchd,1920.0,2,GasA,4,2.5Unf,2,2,Lvl,2,7804.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,7,6.0,SWISU,0.0,6,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,10,2.302585092994046,5.0,2.4721359549995796,960.0,369.0,3,248.0,1930,1950,2008,161900.0,11.994734139665727 +1524,909251080,672.0,644.0,0.0,NA,2,1Fam,3,1,1,0,3,265.0,379.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,BrkTil,1,7,369.0,1,3,1,3,Detchd,1316.0,0,GasA,4,2Story,1,2,Bnk,2,8969.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,5,5,1,0.0,0,CompShg,Gambrel,Normal,WD,192.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,644.0,192.0,3,0.0,1926,1950,2008,145000.0,11.884489021402711 +1525,909251090,1423.0,748.0,0.0,NA,3,1Fam,3,1,0,0,5,588.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,2,6,672.0,2,3,3,3,Detchd,2555.0,0,GasA,1,2.5Fin,1,2,Bnk,1,11526.0,Inside,2,384.0,070,RL,0.0,None,NA,0.0,9,8.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.0,0.8284271247461903,588.0,431.0,3,431.0,1922,1994,2008,191000.0,12.160028707028767 +1526,909252110,840.0,840.0,0.0,NA,4,1Fam,3,1,0,0,4,840.0,0.0,0.0,1,1,Y,Norm,Norm,4,160.0,2,2,Wd Sdng,Plywood,0,0,0,BrkTil,2,7,308.0,1,3,1,3,Attchd,1680.0,0,GasA,4,2Story,1,2,Lvl,2,15576.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,3,2.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,840.0,160.0,3,0.0,1915,1976,2008,177000.0,12.083905011555967 +1527,909252220,676.0,588.0,0.0,NA,3,1Fam,3,1,0,0,4,676.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,WdShing,0,0,0,BrkTil,1,7,400.0,2,3,1,3,Detchd,1264.0,0,GasA,4,1.5Fin,1,2,Lvl,2,15564.0,Inside,3,0.0,050,RL,0.0,None,Shed,400.0,1,0.0,Crawfor,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,676.0,424.0,3,424.0,1914,1995,2008,147500.0,11.901583454762012 +1528,909253190,790.0,0.0,0.0,NA,2,1Fam,3,2,0,0,4,384.0,384.0,0.0,3,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,160.0,1,3,1,2,Detchd,790.0,0,GasA,2,1Story,1,2,Bnk,2,6292.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,4,3.0,SWISU,141.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,768.0,141.0,3,0.0,1930,1950,2008,91000.0,11.418614785498987 +1529,909254050,798.0,714.0,0.0,NA,3,1Fam,3,1,1,0,2,392.0,406.0,0.0,5,1,Y,Norm,Norm,4,41.0,3,3,Stucco,Stucco,4,4,1,PConc,2,7,180.0,1,3,1,3,Detchd,1512.0,0,GasA,4,2Story,1,3,Lvl,2,7609.0,Corner,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,Crawfor,16.0,8,7,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,798.0,142.0,3,85.0,1925,1997,2008,231000.0,12.35017298950393 +1530,909256060,1166.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1064.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,2,240.0,1,3,1,3,Detchd,1639.0,0,GasA,4,1.5Fin,1,2,Lvl,2,10480.0,Inside,3,473.0,050,RL,0.0,None,NA,0.0,3,2.0,SWISU,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1064.0,0.0,3,0.0,1936,1950,2008,115000.0,11.652687407345388 +1531,909275040,819.0,784.0,0.0,NA,4,1Fam,3,1,0,0,3,784.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Plywood,0,4,1,BrkTil,1,7,599.0,2,3,1,3,Attchd,1603.0,0,GasA,2,2Story,1,2,HLS,2,9650.0,Corner,2,0.0,070,RL,0.0,None,NA,0.0,6,5.0,Crawfor,217.0,2,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,784.0,217.0,3,0.0,1923,1950,2008,138000.0,11.835008964139341 +1532,909275050,851.0,651.0,0.0,NA,3,1Fam,3,1,0,0,4,776.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,1,2,Stucco,WdShing,3,4,1,BrkTil,1,7,270.0,1,3,2,3,Attchd,1502.0,1,GasA,2,2Story,1,2,HLS,1,7200.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,2,1.0,Crawfor,0.0,5,6,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,776.0,112.0,3,0.0,1931,2000,2008,149000.0,11.911701584927597 +1533,909276170,849.0,811.0,0.0,NA,3,1Fam,3,1,0,0,3,389.0,326.0,0.0,2,1,Y,Norm,Norm,3,0.0,2,2,Stucco,Stucco,0,4,1,CBlock,1,7,240.0,1,3,1,3,Detchd,1660.0,1,GasA,1,2Story,1,2,HLS,1,11988.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,715.0,0.0,3,0.0,1934,1995,2008,188700.0,12.147913731356642 +1534,909277040,1265.0,673.0,0.0,Grvl,4,1Fam,3,1,0,0,3,336.0,606.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,WdShing,WdShing,0,4,1,CBlock,2,5,240.0,1,3,1,3,Detchd,1938.0,0,GasA,4,1.5Fin,1,3,HLS,1,11700.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Crawfor,40.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,942.0,40.0,3,0.0,1937,1995,2008,198000.0,12.196022309676673 +1535,909277070,932.0,442.0,0.0,Grvl,3,1Fam,3,1,0,0,3,884.0,0.0,0.0,1,1,Y,Feedr,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,225.0,1,3,1,3,Detchd,1374.0,0,GasA,2,1.5Fin,1,2,HLS,2,9260.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Crawfor,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,100.0,Pave,6,1.791759469228055,1.0,0.0,884.0,164.0,3,64.0,1938,1950,2008,110000.0,11.608235644774552 +1536,909281030,1091.0,0.0,0.0,NA,2,1Fam,3,1,0,1,3,591.0,500.0,0.0,3,1,N,Feedr,Norm,3,0.0,1,2,WdShing,Plywood,3,3,1,PConc,1,7,344.0,1,3,3,3,Attchd,1091.0,0,GasA,1,1Story,1,2,Lvl,2,7801.0,Corner,2,0.0,020,RL,88.0,BrkFace,NA,0.0,5,4.0,Crawfor,105.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,221.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1091.0,392.0,3,66.0,1951,1951,2008,104000.0,11.55214617812351 +1537,909281110,983.0,890.0,0.0,NA,4,1Fam,2,1,0,0,3,398.0,210.0,0.0,2,1,Y,Norm,Norm,4,207.0,2,2,BrkFace,Stucco,0,4,2,PConc,1,7,786.0,2,3,3,2,Detchd,1873.0,1,GasA,2,2Story,1,2,HLS,1,9670.0,Inside,2,0.0,070,RL,40.0,Stone,NA,0.0,6,5.0,Crawfor,0.0,5,7,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,608.0,207.0,3,0.0,1935,1950,2008,257076.0,12.45712704000522 +1538,909282030,1968.0,1479.0,0.0,NA,4,1Fam,3,2,0,0,3,536.0,192.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,Stucco,Stucco,2,4,2,CBlock,3,7,1014.0,3,3,1,3,BuiltIn,3447.0,1,GasA,4,1.5Fin,1,3,Lvl,1,14100.0,Inside,2,0.0,050,RL,632.0,BrkFace,NA,0.0,5,4.0,Crawfor,12.0,8,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,728.0,326.0,3,314.0,1935,1997,2008,381000.0,12.850554654108839 +1539,909425010,1137.0,817.0,0.0,NA,3,1Fam,3,1,0,1,3,457.0,341.0,0.0,4,1,Y,Norm,Norm,4,150.0,3,3,VinylSd,VinylSd,0,3,2,CBlock,1,7,431.0,2,3,1,3,Attchd,1954.0,1,GasA,4,1.5Fin,1,3,Lvl,2,15660.0,Corner,2,0.0,050,RL,312.0,BrkFace,NA,0.0,5,4.0,Crawfor,119.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,798.0,269.0,3,0.0,1939,2006,2008,311500.0,12.649154617209645 +1540,909425085,1218.0,943.0,0.0,NA,3,1Fam,4,1,1,0,3,397.0,435.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,3,2,CBlock,2,7,506.0,2,3,3,3,Attchd,2161.0,1,GasA,4,1.5Fin,1,3,Bnk,2,12392.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Crawfor,96.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,832.0,96.0,3,0.0,1950,2000,2008,263400.0,12.481429068291318 +1541,909428170,1898.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,782.0,1116.0,0.0,3,1,Y,Norm,Norm,3,224.0,2,2,BrkFace,MetalSd,3,3,2,PConc,2,7,484.0,2,3,1,3,Attchd,1898.0,1,GasA,4,1Story,1,2,Lvl,2,26073.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Crawfor,51.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1898.0,275.0,3,0.0,1956,1956,2008,236500.0,12.373703486914124 +1542,909428190,1640.0,0.0,216.0,NA,3,1Fam,3,1,1,0,3,568.0,728.0,0.0,4,1,Y,PosN,Norm,4,0.0,2,3,HdBoard,HdBoard,0,4,1,CBlock,1,7,924.0,2,3,1,3,Detchd,1640.0,0,GasA,4,1Story,1,3,Low,2,14778.0,CulDSac,2,0.0,020,RL,72.0,BrkFace,NA,0.0,11,10.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1296.0,324.0,3,108.0,1954,2006,2008,224000.0,12.319401330837177 +1543,909451020,516.0,516.0,0.0,NA,2,TwnhsI,3,1,0,0,4,150.0,366.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,4,3,1,CBlock,1,7,462.0,2,3,1,3,Detchd,1032.0,0,GasA,2,2Story,1,2,Lvl,2,1879.0,CulDSac,3,0.0,160,RM,0.0,None,NA,0.0,12,11.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,516.0,213.0,3,213.0,1980,1980,2008,116500.0,11.665646551987892 +1544,909451150,716.0,840.0,0.0,NA,3,TwnhsI,3,1,1,0,4,23.0,81.0,612.0,2,6,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,4,3,1,CBlock,2,7,452.0,2,3,3,3,Attchd,1556.0,1,GasA,2,2Story,1,2,Lvl,2,1950.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,7,6.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,716.0,161.0,3,161.0,1980,1980,2008,151000.0,11.925035115797062 +1545,910200080,919.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,555.0,299.0,40.0,3,6,Y,Norm,Norm,4,116.0,3,2,VinylSd,VinylSd,3,0,0,BrkTil,1,7,195.0,1,3,1,3,Detchd,919.0,0,GasA,2,1Story,1,2,Lvl,2,7000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,7,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,116.0,3,0.0,1926,1998,2008,126000.0,11.744037185933616 +1546,910201130,760.0,330.0,0.0,NA,3,1Fam,3,1,0,0,2,720.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1090.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,720.0,0.0,3,0.0,1940,2006,2008,120000.0,11.695247021764184 +1547,910202050,796.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,796.0,0.0,0.0,1,1,N,Norm,Norm,4,100.0,2,2,AsbShng,AsbShng,3,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,796.0,0,GasA,1,1Story,1,2,Lvl,2,3636.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,1,0.0,IDOTRR,0.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,796.0,100.0,3,0.0,1922,1950,2008,55000.0,10.915088464214607 +1548,910202100,816.0,0.0,0.0,NA,2,1Fam,3,3,0,0,3,278.0,538.0,0.0,5,1,Y,Norm,Norm,4,96.0,3,3,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,432.0,1,3,1,3,Detchd,816.0,0,GasA,4,1Story,1,2,Lvl,2,5890.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,816.0,96.0,3,0.0,1930,2007,2008,120500.0,11.699405031912846 +1549,910203020,778.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,212.0,403.0,125.0,5,3,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,CBlock,1,7,924.0,1,5,3,5,Detchd,778.0,0,GasA,4,1Story,1,2,Lvl,2,6900.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,2,1.0,IDOTRR,25.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,740.0,25.0,3,0.0,1940,1955,2008,120500.0,11.699405031912846 +1550,910203090,780.0,420.0,0.0,NA,4,1Fam,3,1,0,0,4,780.0,0.0,0.0,1,1,Y,Norm,Norm,3,96.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1200.0,0,GasA,3,1.5Fin,1,2,Lvl,2,8155.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,780.0,96.0,3,0.0,1930,1950,2008,119000.0,11.686878772093667 +1551,910205010,1092.0,564.0,0.0,NA,3,1Fam,3,2,0,0,4,367.0,257.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,1,HdBoard,Plywood,3,1,1,CBlock,1,4,288.0,1,3,1,3,Attchd,1656.0,1,GasA,4,SLvl,1,2,Lvl,2,6000.0,Inside,3,0.0,080,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,180.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,100.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,624.0,280.0,3,0.0,1967,1967,2008,126000.0,11.744037185933616 +1552,910206110,912.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,520.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,360.0,1,3,2,3,Detchd,912.0,0,GasA,2,1Story,1,2,Lvl,2,7392.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,90.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,520.0,90.0,3,0.0,1930,1995,2008,99500.0,11.507912923146684 +1553,910226040,1151.0,804.0,0.0,NA,4,1Fam,3,1,0,0,3,821.0,330.0,0.0,5,1,Y,Norm,Norm,3,0.0,2,2,WdShing,WdShing,0,0,0,CBlock,2,7,356.0,1,3,3,3,Attchd,1955.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9000.0,Inside,3,0.0,050,RM,162.0,BrkFace,NA,0.0,1,0.0,IDOTRR,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1151.0,0.0,3,0.0,1958,1958,2008,165500.0,12.016726473799254 +1554,910251050,733.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,3,0.0,0,1,AsbShng,VinylSd,0,0,0,Slab,1,0,487.0,2,1,1,2,Attchd,733.0,0,Wall,0,1Story,1,1,Low,1,14584.0,Inside,3,0.0,020,A,0.0,None,NA,0.0,2,1.0,IDOTRR,0.0,4,0,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,0.0,3,0.0,1952,1952,2008,13100.0,9.480367509189243 +1555,911102090,825.0,536.0,0.0,NA,2,1Fam,2,1,0,0,1,173.0,0.0,0.0,1,1,N,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,Stone,1,7,185.0,1,3,1,2,Detchd,1361.0,0,GasA,4,2Story,1,2,Lvl,2,5280.0,Corner,3,0.0,070,C,0.0,None,NA,0.0,7,6.0,IDOTRR,123.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,173.0,123.0,3,0.0,1895,1950,2008,89000.0,11.396391648714276 +1556,911102170,649.0,668.0,0.0,Pave,3,1Fam,3,1,0,0,3,649.0,0.0,0.0,1,1,N,Feedr,Norm,4,172.0,1,2,BrkFace,BrkFace,3,0,0,BrkTil,1,7,250.0,1,2,1,3,Detchd,1317.0,0,GasA,2,2Story,1,2,Lvl,2,8500.0,Inside,3,0.0,070,C,0.0,None,NA,0.0,7,6.0,IDOTRR,54.0,3,3,0,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,649.0,226.0,3,0.0,1920,1950,2008,40000.0,10.596634733096073 +1557,911102180,671.0,378.0,0.0,NA,2,1Fam,3,1,0,0,1,356.0,0.0,0.0,1,1,N,Feedr,Norm,3,0.0,2,2,Plywood,Plywood,0,0,0,PConc,1,7,195.0,1,2,1,1,Detchd,1049.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5150.0,Corner,3,0.0,050,C,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,356.0,0.0,3,0.0,1910,2000,2008,80900.0,11.300969103046583 +1558,911226010,894.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,894.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,1,MetalSd,MetalSd,0,0,0,CBlock,1,7,1248.0,3,3,2,3,Detchd,894.0,0,GasA,2,1Story,1,2,Low,2,18000.0,Inside,3,0.0,030,C,0.0,None,Shed,560.0,8,7.0,IDOTRR,20.0,3,2,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Grvl,6,1.791759469228055,1.0,0.0,894.0,20.0,3,0.0,1935,1950,2008,81000.0,11.302204433654575 +1559,911226030,432.0,432.0,0.0,NA,3,1Fam,2,2,0,0,2,592.0,0.0,0.0,1,1,Y,Norm,Norm,4,160.0,2,2,MetalSd,MetalSd,0,0,0,Stone,1,5,216.0,1,2,1,2,Detchd,864.0,1,GasA,4,2Story,1,1,Bnk,2,9000.0,Inside,3,0.0,070,C,0.0,None,NA,0.0,6,5.0,IDOTRR,30.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,5,1.6094379124341003,1.5,0.4494897427831779,592.0,190.0,3,0.0,1920,1950,2008,65000.0,11.082142548877775 +1560,911370410,1652.0,0.0,153.0,NA,2,TwnhsE,3,4,1,1,5,120.0,1480.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,482.0,2,3,3,3,Attchd,1652.0,0,GasA,4,1Story,1,3,HLS,1,5587.0,Inside,2,0.0,120,RM,186.0,Stone,NA,0.0,11,10.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1600.0,368.0,3,162.0,2008,2008,2008,392500.0,12.8802918162046 +1561,911370490,1648.0,0.0,153.0,NA,2,TwnhsE,3,4,1,1,5,120.0,1476.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,525.0,2,3,3,3,Attchd,1648.0,0,GasA,4,1Story,1,4,HLS,1,3843.0,Inside,2,0.0,120,RM,186.0,Stone,NA,0.0,8,7.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1596.0,368.0,3,162.0,2007,2008,2008,294464.0,12.592912033515141 +1562,911370520,1646.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,5,120.0,1474.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,482.0,2,3,3,3,Attchd,1646.0,0,GasA,4,1Story,1,4,HLS,1,3811.0,Inside,2,0.0,120,RM,174.0,Stone,NA,0.0,7,6.0,Crawfor,53.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,155.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1594.0,336.0,3,128.0,2004,2005,2008,250000.0,12.429216196844383 +1563,911370540,1646.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,5,221.0,1373.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,482.0,2,3,3,3,Attchd,1646.0,0,GasA,4,1Story,1,3,HLS,1,3842.0,Inside,2,0.0,120,RM,174.0,Stone,NA,0.0,1,0.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,155.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1594.0,336.0,3,128.0,2004,2005,2008,275000.0,12.524526376648708 +1564,914453045,2032.0,0.0,0.0,NA,3,1Fam,3,2,1,0,5,1140.0,700.0,0.0,6,1,Y,Norm,Norm,4,192.0,2,3,MetalSd,MetalSd,0,0,0,PConc,3,7,786.0,3,3,3,3,Attchd,2032.0,0,GasA,4,1Story,1,3,Lvl,2,23730.0,Inside,1,0.0,020,RL,668.0,BrkFace,NA,0.0,9,8.0,Mitchel,46.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,4.0,2.0,1840.0,238.0,3,0.0,1996,1997,2008,300000.0,12.611537753638338 +1565,914465060,1689.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,350.0,1218.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,2,PConc,2,7,857.0,3,3,2,3,Attchd,1689.0,0,GasA,4,1Story,1,3,Lvl,2,13265.0,CulDSac,2,0.0,020,RL,148.0,BrkFace,NA,0.0,7,6.0,Mitchel,59.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1568.0,209.0,3,150.0,2002,2002,2008,271000.0,12.509874099861838 +1566,914467050,910.0,910.0,0.0,NA,3,1Fam,3,2,0,0,4,910.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,816.0,3,3,1,3,Attchd,1820.0,1,GasA,4,2Story,1,3,Lvl,2,11050.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,9,8.0,Mitchel,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,910.0,350.0,3,318.0,1996,1997,2008,213000.0,12.269047444691562 +1567,914475020,1118.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,574.0,522.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,4,1,1,CBlock,1,7,358.0,1,3,3,3,Attchd,1118.0,0,GasA,2,SLvl,1,2,Lvl,2,9880.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,7,6.0,Mitchel,0.0,5,5,2,576.0,3,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1096.0,203.0,3,203.0,1977,1977,2008,171000.0,12.049418835484797 +1568,914476010,1279.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,276.0,641.0,279.0,5,2,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,2,2,CBlock,2,7,473.0,2,3,1,3,Detchd,1279.0,0,GasA,2,1Story,1,2,Lvl,2,10125.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Mitchel,83.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1196.0,321.0,3,238.0,1977,1977,2008,171500.0,12.052338545588132 +1569,914476080,936.0,936.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,484.0,2,3,1,3,Attchd,1872.0,2,GasA,2,2Story,2,2,Lvl,2,10260.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,11,10.0,Mitchel,0.0,3,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,0.0,0.0,3,0.0,1976,1976,2008,100000.0,11.512925464970229 +1570,914476450,1689.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,297.0,1383.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,432.0,2,3,1,3,Attchd,1689.0,0,GasA,3,1Story,1,2,Lvl,2,9990.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Mitchel,120.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1680.0,548.0,3,428.0,1991,1991,2008,228500.0,12.339291489316397 +1571,916125425,1619.0,167.0,0.0,NA,3,2FmCon,3,4,2,0,3,103.0,1249.0,147.0,5,4,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,2,CBlock,2,7,529.0,2,3,3,3,Attchd,1786.0,0,GasA,4,1.5Fin,1,2,HLS,0,164660.0,Corner,2,0.0,190,RL,0.0,None,Shed,700.0,8,7.0,Timber,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,7,1.9459101490553132,4.0,2.0,1499.0,670.0,3,670.0,1965,1965,2008,228950.0,12.341258918085241 +1572,916226030,1501.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,384.0,893.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,CBlock,2,7,512.0,2,3,3,3,Attchd,1501.0,0,GasA,3,1Story,1,3,Lvl,2,4084.0,Inside,2,0.0,120,RL,340.0,BrkFace,NA,0.0,7,6.0,Timber,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1277.0,240.0,3,240.0,1986,1986,2008,241500.0,12.394624752074764 +1573,916325080,2898.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,0.0,1165.0,400.0,5,2,Y,Norm,Norm,4,174.0,2,3,Stone,HdBoard,0,4,1,CBlock,2,7,665.0,2,3,3,3,Attchd,2898.0,0,GasA,2,1Story,1,3,Lvl,2,15498.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Timber,72.0,5,7,2,0.0,0,WdShake,Hip,Abnorml,COD,0.0,Pave,10,2.302585092994046,3.0,1.4641016151377544,1565.0,246.0,3,0.0,1976,1976,2008,287000.0,12.567237494741757 +1574,916380060,1537.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,482.0,1036.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,788.0,3,3,3,3,Attchd,1537.0,0,GasA,4,1Story,1,3,HLS,2,11563.0,Inside,2,0.0,020,RL,258.0,Stone,NA,0.0,4,3.0,Timber,26.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1518.0,26.0,3,0.0,2006,2007,2008,294000.0,12.591335046320818 +1575,916382120,1646.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,125.0,1513.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,800.0,3,3,2,3,Attchd,1646.0,0,GasA,4,1Story,1,3,HLS,2,9520.0,Inside,2,0.0,020,RL,338.0,Stone,NA,0.0,4,3.0,Timber,44.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1638.0,236.0,3,192.0,2007,2008,2008,293077.0,12.588190652108505 +1576,916384100,920.0,860.0,0.0,NA,3,1Fam,3,3,1,0,4,150.0,770.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,612.0,2,3,3,3,Attchd,1780.0,1,GasA,4,2Story,1,3,HLS,2,12852.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,1,0.0,Timber,192.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,920.0,192.0,3,0.0,2007,2007,2008,264966.0,12.487356794850175 +1577,916386040,712.0,730.0,0.0,NA,3,1Fam,3,1,0,0,4,352.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,BuiltIn,1442.0,1,GasA,3,SLvl,1,2,Lvl,2,9802.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,4,3.0,Timber,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,352.0,100.0,3,100.0,2006,2007,2008,172500.0,12.058152515453552 +1579,916386180,796.0,816.0,0.0,NA,3,1Fam,3,3,0,0,4,796.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,666.0,3,3,3,3,Attchd,1612.0,1,GasA,4,2Story,1,3,HLS,2,12018.0,Corner,2,0.0,060,RL,60.0,Stone,NA,0.0,10,9.0,Timber,64.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,796.0,64.0,3,0.0,2008,2008,2008,218689.0,12.295405908189121 +1580,916402015,1495.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1495.0,0.0,0.0,1,1,Y,Norm,Norm,4,192.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,2,7,438.0,2,3,1,3,Attchd,1495.0,0,GasA,4,1Story,1,2,Lvl,2,12890.0,Inside,2,0.0,020,RL,128.0,BrkFace,NA,0.0,7,6.0,Timber,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1495.0,444.0,3,252.0,1989,1989,2008,150000.0,11.918390573078392 +1581,916402115,1651.0,0.0,0.0,NA,3,1Fam,2,1,1,0,4,0.0,1398.0,208.0,5,2,Y,Norm,Norm,4,0.0,2,2,VinylSd,Plywood,0,3,1,CBlock,2,5,616.0,2,3,3,3,Attchd,1651.0,0,GasA,2,1Story,1,2,Lvl,2,12416.0,Inside,2,0.0,020,RL,132.0,Stone,NA,0.0,11,10.0,Timber,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1606.0,192.0,3,192.0,1986,1986,2008,184000.0,12.122691036591123 +1582,916402215,1256.0,0.0,0.0,NA,3,1Fam,4,3,0,0,4,276.0,920.0,60.0,6,3,Y,Norm,Norm,4,0.0,3,3,Plywood,HdBoard,0,2,1,CBlock,2,7,578.0,2,3,1,3,Attchd,1256.0,0,GasA,4,1Story,1,3,Lvl,2,18265.0,Corner,3,0.0,020,RL,228.0,BrkFace,NA,0.0,3,2.0,Timber,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1256.0,282.0,3,282.0,1986,1986,2008,180000.0,12.100712129872347 +1583,916403230,1509.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,678.0,783.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,2,1,CBlock,2,7,600.0,2,3,2,3,Attchd,1509.0,0,GasA,4,SLvl,1,3,Lvl,2,10200.0,Inside,3,0.0,080,RL,219.0,BrkFace,NA,0.0,8,7.0,Timber,0.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1461.0,224.0,3,224.0,1988,1989,2008,175000.0,12.072541252905651 +1584,916455120,1440.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,403.0,1029.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,467.0,2,3,3,3,Attchd,1440.0,0,GasA,4,1Story,1,3,Lvl,2,11202.0,Inside,2,0.0,020,RL,206.0,BrkFace,NA,0.0,6,5.0,Timber,95.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1432.0,280.0,3,185.0,2003,2003,2008,232500.0,12.356645504009547 +1585,916460060,1675.0,0.0,0.0,NA,3,1Fam,3,2,1,0,5,443.0,1223.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,435.0,2,3,2,3,Attchd,1675.0,0,GasA,4,1Story,1,3,Lvl,2,7915.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Timber,52.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1666.0,217.0,3,165.0,1999,2000,2008,195000.0,12.180754837545884 +1586,916477020,1482.0,780.0,0.0,NA,4,1Fam,3,4,1,0,4,611.0,871.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,749.0,3,3,3,3,Attchd,2262.0,1,GasA,4,2Story,1,3,Lvl,2,12244.0,Inside,3,0.0,060,RL,226.0,Stone,NA,0.0,8,7.0,Timber,0.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1482.0,168.0,3,168.0,2003,2003,2008,305000.0,12.628067055589549 +1587,921126030,1728.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,873.0,1011.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,520.0,2,3,3,3,Attchd,1728.0,0,GasA,4,1Story,1,3,HLS,2,11449.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Timber,276.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1884.0,276.0,3,0.0,2007,2007,2008,298751.0,12.60736572950259 +1588,921201060,1964.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,393.0,1571.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,892.0,3,3,3,3,Attchd,1964.0,1,GasA,4,1Story,1,3,Lvl,2,11447.0,Inside,2,0.0,020,RL,674.0,BrkFace,NA,0.0,6,5.0,Timber,265.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1964.0,265.0,3,0.0,2005,2006,2008,370000.0,12.821258284620408 +1589,923202005,1344.0,0.0,0.0,NA,2,Duplx,4,4,2,0,4,35.0,1309.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,784.0,4,3,3,3,Attchd,1344.0,0,GasA,4,SFoyer,2,2,Lvl,2,8940.0,Corner,2,0.0,090,RM,200.0,BrkFace,NA,0.0,11,10.0,Mitchel,0.0,4,6,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1344.0,0.0,3,0.0,1997,1998,2008,209200.0,12.251046011172905 +1590,923202015,1344.0,0.0,0.0,NA,2,Duplx,4,4,2,0,4,35.0,1309.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,784.0,4,3,3,3,Attchd,1344.0,0,GasA,4,SFoyer,2,2,Lvl,2,7060.0,Inside,3,0.0,090,RM,200.0,BrkFace,NA,0.0,11,10.0,Mitchel,0.0,4,6,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1344.0,0.0,3,0.0,1997,1998,2008,206300.0,12.237086699059343 +1591,923202137,1092.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1092.0,0.0,0.0,1,1,Y,Feedr,Artery,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1092.0,0,GasA,4,1Story,1,2,Lvl,2,9278.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Mitchel,52.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1092.0,52.0,3,0.0,2007,2008,2008,146000.0,11.891361900690473 +1592,923203140,1189.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,325.0,864.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,392.0,2,3,2,3,Attchd,1189.0,0,GasA,4,1Story,1,2,Lvl,2,4500.0,FR2,3,0.0,120,RM,197.0,BrkFace,NA,0.0,4,3.0,Mitchel,122.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,1189.0,122.0,3,0.0,1997,1997,2008,160500.0,11.986049221552207 +1593,923204040,1200.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,88.0,865.0,247.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,850.0,3,3,3,3,2Types,1200.0,0,GasA,3,SFoyer,1,2,Lvl,2,14137.0,Corner,3,0.0,085,RL,98.0,BrkFace,NA,0.0,11,10.0,Mitchel,119.0,4,3,2,0.0,0,CompShg,Gable,Normal,ConLD,171.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1200.0,290.0,3,0.0,1964,1964,2008,173000.0,12.061046873479915 +1594,923225080,1040.0,0.0,0.0,NA,3,TwnhsE,3,1,0,0,4,271.0,769.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,PConc,1,7,499.0,2,3,1,3,Attchd,1040.0,0,GasA,3,1Story,1,2,Lvl,2,4224.0,Inside,3,0.0,120,RM,0.0,None,NA,0.0,6,5.0,MeadowV,100.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1040.0,100.0,3,0.0,1975,1975,2008,124000.0,11.728036844587175 +1595,923225150,616.0,688.0,0.0,NA,3,TwnhsE,3,2,0,0,4,264.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,4,1,PConc,1,7,336.0,1,3,3,3,BuiltIn,1304.0,1,GasA,2,2Story,1,2,Lvl,2,2665.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,6,5.0,MeadowV,24.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,264.0,165.0,3,141.0,1976,1976,2008,115000.0,11.652687407345388 +1596,923225200,925.0,550.0,0.0,NA,4,TwnhsE,3,1,0,0,4,232.0,318.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,3,1,PConc,2,7,336.0,1,3,1,3,Attchd,1475.0,0,GasA,2,2Story,1,2,Lvl,2,2665.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,5,4.0,MeadowV,26.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,550.0,118.0,3,92.0,1976,1976,2008,129500.0,11.771436160121729 +1597,923225310,526.0,462.0,0.0,NA,2,TwnhsI,3,3,1,0,4,25.0,501.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,297.0,1,3,2,3,BuiltIn,988.0,0,GasA,3,SFoyer,1,2,Lvl,2,1974.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,6,5.0,MeadowV,101.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,526.0,221.0,3,120.0,1973,2006,2008,105000.0,11.56171562913966 +1598,923225370,526.0,462.0,120.0,NA,1,TwnhsI,3,4,1,0,4,25.0,437.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,2,1,1,CBlock,1,7,297.0,1,3,2,3,BuiltIn,988.0,0,GasA,2,SLvl,1,2,Lvl,2,1596.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,7,6.0,MeadowV,101.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,462.0,221.0,3,0.0,1973,1973,2008,94900.0,11.460578984598019 +1599,923227030,1160.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,328.0,785.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,2,0,0,CBlock,1,7,257.0,1,3,1,3,Attchd,1160.0,0,GasA,4,1Story,1,3,Lvl,2,17979.0,Corner,2,0.0,020,RL,0.0,None,Shed,500.0,2,1.0,Mitchel,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1113.0,81.0,3,81.0,1968,1968,2008,152500.0,11.934919875029603 +1600,923228080,546.0,546.0,0.0,NA,3,TwnhsI,3,1,0,0,3,188.0,358.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,CemntBd,CemntBd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1092.0,1,GasA,4,2Story,1,2,Lvl,2,1477.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,3,2.0,MeadowV,0.0,8,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,546.0,187.0,3,187.0,1970,2007,2008,98000.0,11.49272275765271 +1601,923228420,630.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,135.0,495.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,630.0,0,GasA,3,SFoyer,1,2,Lvl,2,1890.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,6,5.0,MeadowV,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,630.0,88.0,3,88.0,1972,1972,2008,81000.0,11.302204433654575 +1602,923250210,988.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,988.0,0.0,0.0,1,1,Y,Artery,Norm,3,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,520.0,2,3,2,3,Attchd,988.0,0,GasA,4,1Story,1,2,HLS,1,21750.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Mitchel,0.0,4,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,988.0,0.0,3,0.0,1954,1954,2008,113000.0,11.635143097694478 +1603,923252100,816.0,0.0,0.0,NA,2,1Fam,3,1,0,1,3,282.0,534.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,2,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,816.0,0,GasA,4,1Story,1,2,Lvl,2,6490.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,816.0,315.0,3,315.0,1983,1983,2008,128500.0,11.763684183317412 +1604,923275090,923.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,218.0,658.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,923.0,0,GasA,2,1Story,1,2,Lvl,2,6951.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Mitchel,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,876.0,362.0,3,362.0,1984,1985,2008,119500.0,11.691071650353702 +1605,923277030,816.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,175.0,641.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,3,5,1,CBlock,1,7,264.0,1,3,1,3,Attchd,816.0,0,GasA,4,1Story,1,3,Lvl,2,6600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Mitchel,0.0,8,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,816.0,0.0,3,0.0,1982,2008,2008,130500.0,11.779128505744886 +1606,923277040,816.0,0.0,0.0,NA,2,1Fam,4,1,1,0,3,0.0,816.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,0,0,PConc,1,7,816.0,2,3,3,3,Detchd,816.0,0,GasA,4,1Story,1,2,Lvl,2,6600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,816.0,0.0,3,0.0,1982,2003,2008,138000.0,11.835008964139341 +1607,923277080,845.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,207.0,638.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,845.0,0,GasA,3,1Story,1,3,Lvl,2,6600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Mitchel,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,845.0,0.0,3,0.0,1982,2005,2008,134500.0,11.809319478024031 +1608,923400040,983.0,767.0,0.0,NA,4,1Fam,3,2,1,0,4,323.0,660.0,0.0,5,1,Y,Norm,Norm,4,156.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,2,4,423.0,1,3,1,3,Attchd,1750.0,0,GasA,4,1.5Fin,1,2,Lvl,2,12508.0,Inside,2,0.0,050,RL,0.0,None,Shed,1300.0,7,6.0,Mitchel,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,983.0,401.0,3,245.0,1940,1985,2008,160000.0,11.982929094215963 +1609,923426010,889.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,217.0,647.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,484.0,2,3,1,3,Attchd,889.0,0,GasA,2,1Story,1,2,Lvl,2,12395.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,864.0,0.0,3,0.0,1984,1984,2008,137500.0,11.831379196088763 +1610,924100020,1168.0,800.0,0.0,NA,4,1Fam,3,3,0,1,3,29.0,562.0,193.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,1,1,CBlock,2,5,530.0,2,3,2,3,Attchd,1968.0,1,GasA,4,2Story,1,2,Lvl,1,11075.0,Inside,2,0.0,060,RL,232.0,BrkFace,Shed,400.0,9,8.0,Mitchel,189.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,784.0,494.0,3,305.0,1969,1969,2008,172000.0,12.05524975579559 +1611,1007100110,1150.0,686.0,0.0,NA,4,1Fam,3,1,0,0,3,686.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,3,288.0,1,2,1,3,Detchd,1836.0,0,GasA,4,2.5Unf,1,2,Low,2,56600.0,Inside,2,0.0,070,I,0.0,None,NA,0.0,1,0.0,IDOTRR,0.0,0,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,686.0,0.0,3,0.0,1900,1950,2008,103000.0,11.542484267211773 +1612,526352080,1587.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,749.0,838.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,2,7,525.0,2,3,1,3,Attchd,1587.0,0,GasA,2,1Story,1,2,Lvl,2,10667.0,Inside,3,0.0,020,RL,302.0,BrkFace,NA,0.0,3,2.0,Names,44.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1587.0,44.0,3,0.0,1971,1971,2007,167300.0,12.027543886974914 +1613,526352090,1277.0,0.0,0.0,NA,2,1Fam,4,4,1,0,3,499.0,778.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,2,1,1,CBlock,1,7,526.0,2,3,1,3,Attchd,1277.0,0,GasA,2,1Story,1,2,Lvl,2,10628.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,0.0,4,6,2,0.0,0,Tar&Grv,Flat,Normal,WD,176.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1277.0,176.0,3,0.0,1970,1970,2007,167000.0,12.025749091398891 +1614,526355170,2223.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,343.0,1880.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,4,2,CBlock,2,7,516.0,2,3,3,3,Attchd,2223.0,0,GasA,4,1Story,1,2,Lvl,2,13651.0,Inside,2,0.0,020,RL,1115.0,BrkFace,NA,0.0,2,1.0,Names,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,2223.0,300.0,3,300.0,1973,1973,2007,244000.0,12.404923504275338 +1615,526355190,2217.0,0.0,0.0,NA,4,1Fam,4,4,1,0,3,1043.0,351.0,823.0,5,3,Y,Norm,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,0,3,1,PConc,2,7,621.0,2,3,1,3,Attchd,2217.0,0,GasA,4,1Story,1,3,Lvl,1,15865.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Names,207.0,5,7,2,0.0,0,Tar&Grv,Flat,Normal,WD,224.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,2217.0,512.0,3,81.0,1970,1970,2007,268000.0,12.498742259492994 +1616,527105140,847.0,886.0,0.0,NA,3,1Fam,3,4,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,433.0,2,3,3,3,BuiltIn,1733.0,1,GasA,4,2Story,1,3,Lvl,2,12394.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,10,9.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,847.0,148.0,3,100.0,2003,2003,2007,225000.0,12.323855681186558 +1617,527107040,806.0,766.0,0.0,NA,3,1Fam,3,1,0,0,4,806.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,PConc,2,7,373.0,2,3,3,3,BuiltIn,1572.0,1,GasA,3,2Story,1,2,Lvl,2,10364.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,806.0,40.0,3,0.0,1995,1996,2007,168000.0,12.031719258385396 +1618,527110080,794.0,676.0,0.0,NA,3,1Fam,3,3,0,1,4,612.0,182.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,388.0,2,3,3,3,Attchd,1470.0,0,GasA,3,2Story,1,2,Lvl,2,13869.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,75.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,794.0,75.0,3,0.0,1997,1997,2007,177000.0,12.083905011555967 +1619,527110120,916.0,684.0,0.0,NA,3,1Fam,3,3,0,0,4,916.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,460.0,2,3,3,3,Attchd,1600.0,1,GasA,3,2Story,1,2,HLS,2,8773.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,38.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,916.0,138.0,3,100.0,1997,1997,2007,169000.0,12.037653993905211 +1620,527110130,754.0,630.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,390.0,2,3,3,3,BuiltIn,1384.0,1,GasA,3,SLvl,1,2,HLS,2,8872.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,3,2.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,0.0,3,0.0,1997,1997,2007,161500.0,11.992260421644849 +1621,527126030,1652.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,298.0,1196.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,499.0,2,3,2,3,Attchd,1652.0,0,GasA,4,1Story,1,4,Lvl,2,5330.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,48.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1494.0,144.0,3,96.0,2000,2000,2007,251000.0,12.43320821811392 +1622,527158090,924.0,770.0,0.0,NA,3,1Fam,3,1,0,0,4,206.0,186.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,PConc,2,7,398.0,2,3,3,3,BuiltIn,1694.0,1,GasA,3,SLvl,1,2,Lvl,2,10147.0,CulDSac,2,0.0,080,RL,32.0,BrkFace,NA,0.0,3,2.0,Gilbert,64.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,392.0,320.0,3,256.0,1994,1994,2007,160000.0,11.982929094215963 +1623,527161090,947.0,767.0,0.0,NA,3,1Fam,3,1,1,0,4,52.0,871.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,451.0,2,3,3,3,Attchd,1714.0,1,GasA,3,2Story,1,2,Lvl,2,8637.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,48.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,923.0,304.0,3,256.0,1999,2000,2007,180000.0,12.100712129872347 +1624,527162080,691.0,862.0,0.0,NA,3,1Fam,3,1,0,0,4,277.0,414.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,420.0,2,3,3,3,Attchd,1553.0,1,GasA,3,2Story,1,3,Lvl,2,7875.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,44.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,691.0,44.0,3,0.0,1996,1996,2007,178750.0,12.093743460556254 +1625,527162090,1253.0,0.0,0.0,NA,3,1Fam,4,1,0,0,4,1237.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,402.0,2,3,3,3,Attchd,1253.0,0,GasA,3,1Story,1,2,Lvl,2,7875.0,Inside,3,0.0,020,RL,38.0,BrkFace,NA,0.0,6,5.0,Gilbert,21.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1237.0,241.0,3,220.0,1995,1996,2007,176000.0,12.078239274020289 +1626,527162140,957.0,1342.0,0.0,NA,5,1Fam,3,1,0,0,4,938.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,3,7,482.0,2,3,3,3,Attchd,2299.0,1,GasA,4,2Story,1,2,Lvl,2,7500.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,30.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,938.0,218.0,3,188.0,1999,2003,2007,204000.0,12.225875272826354 +1627,527163080,1187.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1168.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,2,7,420.0,2,3,2,3,Attchd,1187.0,0,GasA,3,1Story,1,3,Lvl,2,9556.0,Corner,2,0.0,020,RL,52.0,BrkFace,NA,0.0,8,7.0,Gilbert,21.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1168.0,21.0,3,0.0,1992,1993,2007,160000.0,11.982929094215963 +1628,527165020,802.0,670.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,402.0,2,3,2,3,Attchd,1472.0,1,GasA,3,SLvl,1,3,Lvl,2,10784.0,FR2,2,0.0,080,RL,76.0,BrkFace,NA,0.0,5,4.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,164.0,3,164.0,1991,1992,2007,160000.0,11.982929094215963 +1629,527165100,812.0,670.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,392.0,2,3,3,3,Attchd,1482.0,1,GasA,3,SLvl,1,3,Lvl,2,9125.0,Inside,2,0.0,080,RL,170.0,BrkFace,NA,0.0,7,6.0,Gilbert,25.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,384.0,125.0,3,100.0,1992,1992,2007,163900.0,12.00701176473192 +1630,527165170,910.0,732.0,0.0,NA,3,1Fam,3,1,0,0,4,903.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,392.0,2,3,2,3,Attchd,1642.0,1,GasA,3,2Story,1,2,Lvl,2,7655.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,903.0,374.0,3,290.0,1993,1994,2007,168000.0,12.031719258385396 +1631,527175130,1128.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,752.0,550.0,0.0,4,1,Y,Norm,Norm,4,246.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,1,7,480.0,2,3,1,3,Attchd,1128.0,0,GasA,1,1Story,1,2,Lvl,2,18160.0,Inside,3,0.0,020,RL,138.0,BrkCmn,NA,0.0,3,2.0,Gilbert,108.0,5,5,1,0.0,0,CompShg,Gable,Alloca,WD,0.0,Grvl,6,1.791759469228055,2.0,0.8284271247461903,1302.0,354.0,3,0.0,1964,1964,2007,154204.0,11.946031680112146 +1632,527182040,1088.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1074.0,0.0,0.0,1,1,Y,Norm,Norm,4,137.0,2,3,HdBoard,HdBoard,0,0,0,CBlock,1,7,461.0,2,3,2,3,Attchd,1088.0,1,GasA,4,1Story,1,3,Lvl,2,3696.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,10,9.0,StoneBr,74.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1074.0,211.0,3,0.0,1986,1986,2007,170000.0,12.043553716032399 +1633,527182170,1190.0,900.0,0.0,NA,3,TwnhsE,3,2,1,0,4,180.0,828.0,182.0,6,2,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,2,6,577.0,2,3,3,3,Attchd,2090.0,0,GasA,3,2Story,1,3,Lvl,2,5062.0,CulDSac,2,0.0,160,RL,0.0,None,NA,0.0,9,8.0,StoneBr,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1190.0,219.0,3,219.0,1984,1984,2007,207500.0,12.24288661865289 +1634,527184020,1179.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,918.0,248.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,CBlock,2,7,480.0,2,3,2,3,Attchd,1179.0,0,GasA,3,1Story,1,2,Lvl,2,4740.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,10,9.0,StoneBr,108.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,135.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1166.0,243.0,3,0.0,1988,1988,2007,182000.0,12.111761966058932 +1635,527184110,1321.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,386.0,926.0,0.0,6,1,Y,Norm,Norm,4,140.0,2,3,CemntBd,CemntBd,0,3,1,PConc,1,7,484.0,2,3,2,3,Attchd,1321.0,0,GasA,3,1Story,1,3,HLS,2,5118.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,64.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1312.0,204.0,3,0.0,1990,1990,2007,212000.0,12.26434155365415 +1636,527210060,1922.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,673.0,1249.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,676.0,3,3,3,3,Attchd,1922.0,0,GasA,4,1Story,1,3,HLS,2,14157.0,Corner,2,0.0,020,RL,200.0,Stone,NA,0.0,7,6.0,StoneBr,51.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1922.0,229.0,3,178.0,2005,2006,2007,377426.0,12.841129801965447 +1637,527212060,1164.0,1377.0,0.0,NA,4,1Fam,3,2,1,0,5,163.0,986.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,729.0,3,3,3,3,BuiltIn,2541.0,1,GasA,4,2Story,1,4,Lvl,2,12328.0,Inside,2,0.0,060,RL,146.0,Stone,NA,0.0,7,6.0,StoneBr,32.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,4.5,2.2426406871192848,1149.0,152.0,3,120.0,2005,2005,2007,349265.0,12.763586225373727 +1638,527216080,2338.0,0.0,0.0,NA,4,1Fam,3,3,1,0,5,1559.0,1101.0,0.0,6,1,Y,PosN,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,1110.0,3,3,3,4,Attchd,2338.0,1,GasA,4,1Story,1,3,Lvl,2,51974.0,CulDSac,2,0.0,020,RL,710.0,BrkFace,NA,0.0,6,5.0,StoneBr,135.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,322.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2660.0,457.0,3,0.0,2006,2007,2007,591587.0,13.290564035270378 +1639,527226040,1424.0,0.0,0.0,NA,3,2FmCon,3,4,1,0,4,53.0,1047.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,4,828.0,3,3,1,3,2Types,1424.0,1,GasW,2,1Story,1,2,Lvl,2,41600.0,FR2,2,0.0,190,RL,0.0,None,NA,0.0,11,10.0,Gilbert,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1100.0,144.0,3,144.0,1969,1990,2007,155000.0,11.951180395901384 +1640,527252050,1612.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,5,815.0,797.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,556.0,2,3,3,3,Attchd,1612.0,0,GasA,4,1Story,1,4,HLS,2,8035.0,Inside,2,0.0,120,RL,165.0,BrkFace,NA,0.0,3,2.0,StoneBr,164.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1612.0,164.0,3,0.0,2006,2006,2007,319900.0,12.675763725937609 +1641,527252070,1419.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,474.0,945.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,567.0,2,3,2,3,Attchd,1419.0,0,GasA,4,1Story,1,3,HLS,2,8089.0,Inside,3,0.0,020,RL,0.0,BrkFace,NA,0.0,10,9.0,StoneBr,0.0,5,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1419.0,140.0,3,140.0,2007,2007,2007,392000.0,12.8790171187726 +1642,527256030,2234.0,0.0,0.0,NA,1,1Fam,4,4,1,0,5,662.0,1558.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,724.0,2,3,2,3,Attchd,2234.0,1,GasA,4,1Story,1,3,HLS,2,14082.0,Inside,2,0.0,020,RL,945.0,BrkFace,NA,0.0,1,0.0,StoneBr,80.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,2220.0,470.0,3,390.0,2006,2006,2007,441929.0,12.998904514672732 +1643,527256040,2042.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,590.0,1152.0,0.0,6,1,Y,PosA,PosA,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,724.0,3,3,3,3,Attchd,2042.0,0,GasA,4,1Story,1,4,HLS,2,13870.0,Inside,2,0.0,020,RL,250.0,BrkFace,NA,0.0,10,9.0,StoneBr,52.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,174.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1742.0,466.0,3,240.0,2006,2007,2007,455000.0,13.028052697933088 +1644,527301080,1440.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,762.0,678.0,0.0,4,1,Y,Norm,Norm,4,99.0,3,3,MetalSd,MetalSd,0,3,1,CBlock,2,7,467.0,2,3,3,3,Attchd,1440.0,0,GasA,4,1Story,1,3,Lvl,2,12546.0,Corner,2,0.0,020,RL,310.0,BrkFace,NA,0.0,4,3.0,NWAmes,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1440.0,99.0,3,0.0,1981,1981,2007,182900.0,12.116694834378958 +1645,527301280,1284.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,1028.0,256.0,0.0,6,1,Y,Norm,Norm,4,192.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,480.0,2,3,1,3,Attchd,1284.0,0,GasA,2,1Story,1,2,Lvl,2,10960.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Hip,Abnorml,COD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1284.0,192.0,3,0.0,1984,1984,2007,174000.0,12.066810578196666 +1646,527302020,1140.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,585.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,CBlock,3,7,477.0,2,3,3,3,BuiltIn,1868.0,1,GasA,4,SLvl,1,2,Lvl,2,12090.0,Inside,3,0.0,080,RL,74.0,BrkFace,NA,0.0,1,0.0,NWAmes,112.0,6,5,2,0.0,0,CompShg,Hip,Abnorml,WD,147.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,585.0,527.0,3,268.0,1984,2003,2007,178000.0,12.089538829274222 +1647,527302060,725.0,754.0,0.0,NA,3,1Fam,3,1,0,0,4,404.0,321.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,CBlock,2,7,484.0,2,3,2,3,Attchd,1479.0,1,GasA,4,2Story,1,3,Lvl,2,12090.0,Inside,3,0.0,060,RL,306.0,BrkFace,NA,0.0,3,2.0,NWAmes,72.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,725.0,239.0,3,167.0,1981,2003,2007,176000.0,12.078239274020289 +1648,527302090,1664.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,201.0,1328.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,663.0,2,3,3,3,Attchd,1664.0,0,GasA,2,1Story,1,3,Lvl,2,12299.0,Inside,3,0.0,020,RL,67.0,Stone,NA,0.0,9,8.0,NWAmes,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1529.0,0.0,3,0.0,1978,1985,2007,213000.0,12.269047444691562 +1649,527325090,1085.0,845.0,0.0,NA,4,1Fam,3,1,1,0,4,22.0,758.0,0.0,5,1,Y,PosA,Norm,4,0.0,2,2,HdBoard,Plywood,0,3,1,CBlock,2,7,481.0,2,3,3,3,Attchd,1930.0,1,GasA,2,2Story,1,3,Lvl,2,11339.0,Inside,2,0.0,060,RL,549.0,BrkFace,NA,0.0,3,2.0,NWAmes,72.0,4,6,2,0.0,0,WdShake,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,780.0,264.0,3,192.0,1979,1979,2007,192000.0,12.165250651009918 +1650,527325110,1161.0,808.0,0.0,NA,3,1Fam,3,1,0,0,4,808.0,0.0,0.0,1,1,Y,PosA,Norm,4,0.0,2,2,WdShing,Plywood,0,4,1,CBlock,2,7,534.0,2,3,2,3,Attchd,1969.0,1,GasA,2,2Story,1,2,Lvl,2,11952.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,11,10.0,NWAmes,0.0,5,6,2,0.0,0,WdShake,Mansard,Normal,WD,276.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,808.0,276.0,3,0.0,1977,1977,2007,190000.0,12.154779351142624 +1651,527327050,1118.0,912.0,0.0,NA,4,1Fam,3,1,0,0,3,692.0,156.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,551.0,2,3,3,3,Attchd,2030.0,1,GasA,2,2Story,1,3,Lvl,2,12046.0,Inside,2,0.0,060,RL,298.0,BrkFace,NA,0.0,6,5.0,NWAmes,224.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,848.0,224.0,3,0.0,1976,1976,2007,195000.0,12.180754837545884 +1652,527328020,1032.0,0.0,0.0,NA,3,1Fam,3,3,0,1,4,427.0,605.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,2,7,564.0,2,3,1,3,Attchd,1032.0,0,GasA,2,SLvl,1,2,Lvl,2,10395.0,FR2,2,0.0,080,RL,233.0,BrkFace,Shed,500.0,7,6.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1032.0,0.0,3,0.0,1978,1978,2007,148000.0,11.904967552746252 +1653,527328050,1177.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,372.0,781.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,CBlock,2,7,495.0,2,3,3,3,Attchd,1177.0,0,GasA,2,1Story,1,3,Lvl,2,11850.0,FR2,3,0.0,020,RL,98.0,BrkFace,NA,0.0,8,7.0,NWAmes,103.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1153.0,307.0,3,204.0,1984,1984,2007,151500.0,11.928340903931561 +1654,527353080,1040.0,685.0,0.0,NA,3,1Fam,3,1,0,0,3,114.0,315.0,110.0,6,3,Y,Norm,Norm,4,216.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,550.0,2,3,2,3,Attchd,1725.0,1,GasA,2,SLvl,1,2,Lvl,2,11584.0,Inside,3,0.0,060,RL,96.0,BrkFace,NA,0.0,11,10.0,NWAmes,88.0,5,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,539.0,304.0,3,0.0,1979,1979,2007,197000.0,12.190959007720126 +1655,527354050,1353.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,356.0,903.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,2,7,478.0,2,3,2,3,Attchd,1353.0,0,GasA,4,1Story,1,2,Lvl,2,10400.0,Inside,3,0.0,020,RL,253.0,BrkFace,NA,0.0,8,7.0,NWAmes,141.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1259.0,381.0,3,240.0,1979,1999,2007,192350.0,12.167071908180441 +1656,527356050,780.0,840.0,0.0,NA,4,1Fam,3,1,0,0,3,0.0,493.0,287.0,3,4,Y,RRAn,Norm,4,0.0,2,2,WdShing,HdBoard,2,0,0,CBlock,2,6,462.0,2,3,3,3,Attchd,1620.0,1,GasA,4,2Story,1,2,Lvl,2,10793.0,Inside,3,0.0,060,RL,263.0,BrkFace,NA,0.0,4,3.0,NWAmes,0.0,4,4,2,0.0,0,CompShg,Mansard,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,780.0,208.0,3,208.0,1969,1969,2007,152000.0,11.931635799828413 +1657,527357020,1220.0,0.0,0.0,NA,2,1Fam,3,2,0,1,3,1012.0,492.0,121.0,5,4,Y,PosN,Norm,4,249.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,944.0,2,3,1,3,Attchd,1220.0,0,GasA,2,1Story,1,2,Lvl,2,13001.0,Inside,2,0.0,020,RL,176.0,BrkFace,NA,0.0,9,8.0,NWAmes,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1625.0,249.0,3,0.0,1971,1971,2007,170000.0,12.043553716032399 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+1682,527453010,804.0,744.0,0.0,NA,3,TwnhsE,3,1,1,0,4,248.0,556.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,3,1,CBlock,2,7,440.0,2,3,1,3,Detchd,1548.0,1,GasA,2,2Story,1,3,Lvl,2,2308.0,Corner,3,0.0,160,RL,0.0,None,NA,0.0,7,6.0,NPkVill,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,804.0,48.0,3,48.0,1976,1976,2007,155000.0,11.951180395901384 +1683,527455030,1055.0,0.0,0.0,NA,2,TwnhsI,3,1,0,0,4,423.0,632.0,6.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,0,0,CBlock,2,7,319.0,1,3,1,3,Attchd,1055.0,0,GasA,2,1Story,1,2,Lvl,2,2304.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,4,3.0,NPkVill,32.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1061.0,140.0,3,108.0,1978,1978,2007,142500.0,11.867097278690842 +1684,527455250,988.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,263.0,725.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,360.0,1,3,1,3,Detchd,988.0,0,GasA,2,1Story,1,2,Lvl,2,7150.0,Inside,3,0.0,020,RL,52.0,BrkFace,NA,0.0,11,10.0,Names,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,988.0,0.0,3,0.0,1966,1966,2007,129250.0,11.769503792370676 +1685,528102050,1816.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,639.0,1151.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,730.0,3,3,3,3,Attchd,1816.0,0,GasA,4,1Story,1,4,Lvl,2,12469.0,FR2,3,0.0,020,RL,378.0,Stone,NA,0.0,8,7.0,NridgHt,36.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1790.0,222.0,3,186.0,2006,2007,2007,356000.0,12.782686009834167 +1686,528102090,1828.0,0.0,0.0,NA,3,1Fam,3,3,0,0,5,1774.0,48.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,774.0,3,3,1,3,Attchd,1828.0,0,GasA,4,1Story,1,3,Lvl,2,11694.0,Inside,3,0.0,020,RL,452.0,BrkFace,NA,0.0,7,6.0,NridgHt,108.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,260.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1822.0,368.0,3,0.0,2007,2007,2007,314813.0,12.659734090733718 +1687,528102100,1694.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1694.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,0,0,PConc,2,7,818.0,3,3,3,3,Attchd,1694.0,0,GasA,4,1Story,1,3,Lvl,2,12030.0,Inside,3,0.0,020,RL,254.0,BrkFace,NA,0.0,12,11.0,NridgHt,228.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1694.0,396.0,3,168.0,2007,2007,2007,318000.0,12.669806661762314 +1688,528102120,1694.0,0.0,0.0,NA,3,1Fam,3,2,0,0,5,1694.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,856.0,3,3,2,3,Attchd,1694.0,0,GasA,4,1Story,1,3,Lvl,2,11825.0,Inside,3,0.0,020,RL,302.0,Stone,NA,0.0,6,5.0,NridgHt,112.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1694.0,112.0,3,0.0,2006,2007,2007,322400.0,12.68354828961461 +1689,528102130,1734.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,730.0,1004.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,928.0,3,3,2,3,Attchd,1734.0,0,GasA,4,1Story,1,4,Lvl,2,12085.0,Inside,3,0.0,020,RL,328.0,Stone,NA,0.0,11,10.0,NridgHt,0.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1734.0,0.0,3,0.0,2007,2007,2007,318000.0,12.669806661762314 +1690,528104010,2122.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,590.0,1518.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,938.0,3,3,3,3,Attchd,2122.0,1,GasA,4,1Story,1,3,Lvl,2,14333.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,11,10.0,NridgHt,142.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,2108.0,272.0,3,130.0,2007,2007,2007,345474.0,12.752672666102043 +1691,528106040,2121.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,2121.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,1,PConc,2,7,732.0,3,3,3,3,Attchd,2121.0,1,GasA,4,1Story,1,4,Lvl,2,14450.0,Inside,3,0.0,020,RL,315.0,BrkFace,NA,0.0,5,4.0,NridgHt,98.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,142.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,2121.0,364.0,3,124.0,2006,2007,2007,415298.0,12.936751613811438 +1692,528106050,1943.0,713.0,0.0,NA,3,1Fam,3,4,1,0,5,630.0,1304.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,1040.0,3,3,2,3,Attchd,2656.0,1,GasA,4,2Story,1,4,Lvl,2,13641.0,Inside,3,0.0,060,RL,456.0,BrkFace,NA,0.0,12,11.0,NridgHt,58.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1934.0,326.0,3,268.0,2007,2007,2007,492000.0,13.106233995474446 +1693,528106060,1148.0,1402.0,0.0,NA,4,1Fam,3,1,0,0,5,1108.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,670.0,3,3,3,3,BuiltIn,2550.0,1,GasA,4,2Story,1,4,Lvl,2,13440.0,Inside,3,0.0,060,RL,190.0,BrkFace,NA,0.0,3,2.0,NridgHt,39.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1108.0,159.0,3,120.0,2006,2007,2007,338931.0,12.733551825822538 +1694,528106110,2046.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,564.0,1430.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,878.0,3,3,3,3,Attchd,2046.0,1,GasA,4,1Story,1,4,Lvl,2,15431.0,Inside,3,0.0,020,RL,400.0,BrkFace,NA,0.0,8,7.0,NridgHt,65.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,175.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1994.0,428.0,3,188.0,2005,2006,2007,450000.0,13.017002861746503 +1695,528108160,1071.0,1101.0,0.0,NA,3,1Fam,4,1,0,0,5,1063.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,947.0,3,3,2,3,Attchd,2172.0,1,GasA,4,2Story,1,3,Lvl,2,14154.0,Corner,3,0.0,060,RL,350.0,BrkFace,NA,0.0,8,7.0,NridgHt,62.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1063.0,254.0,3,192.0,2006,2006,2007,280000.0,12.542544882151386 +1696,528110040,2552.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,740.0,1812.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,5,2,PConc,2,7,932.0,3,3,3,3,Attchd,2552.0,0,GasA,4,1Story,1,4,Lvl,2,13891.0,Inside,3,0.0,020,RL,456.0,Stone,NA,0.0,10,9.0,NridgHt,28.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,2552.0,158.0,3,130.0,2007,2007,2007,479069.0,13.079599916123216 +1697,528110070,1973.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1935.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,895.0,3,3,3,3,Attchd,1973.0,0,GasA,3,1Story,1,3,Lvl,2,14226.0,Corner,3,0.0,020,RL,375.0,BrkFace,NA,0.0,7,6.0,NridgHt,45.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1935.0,360.0,3,315.0,2006,2006,2007,395000.0,12.886641043883259 +1698,528110100,2069.0,574.0,0.0,NA,3,1Fam,3,3,0,0,4,2153.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,694.0,3,3,3,3,BuiltIn,2643.0,1,GasA,4,2Story,1,4,Lvl,2,13693.0,Inside,3,0.0,060,RL,772.0,BrkFace,NA,0.0,3,2.0,NridgHt,84.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,2153.0,498.0,3,414.0,2006,2006,2007,380000.0,12.84792653170257 +1699,528112150,1634.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1626.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,866.0,3,3,2,3,Attchd,1634.0,0,GasA,4,1Story,1,3,Lvl,2,11428.0,Inside,2,0.0,020,RL,248.0,Stone,NA,0.0,5,4.0,NridgHt,44.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1626.0,44.0,3,0.0,2006,2006,2007,250000.0,12.429216196844383 +1700,528114050,1976.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,626.0,1350.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,908.0,3,3,2,3,Attchd,1976.0,0,GasA,4,1Story,1,3,Lvl,2,14977.0,Inside,2,0.0,020,RL,304.0,BrkFace,NA,0.0,7,6.0,NridgHt,63.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1976.0,313.0,3,250.0,2006,2007,2007,440000.0,12.994530005894443 +1701,528118040,1722.0,1036.0,0.0,NA,4,1Fam,3,4,0,0,5,1704.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,5,1,PConc,2,7,814.0,3,3,3,3,BuiltIn,2758.0,1,GasA,4,2Story,1,4,Lvl,2,13654.0,CulDSac,2,0.0,060,RL,365.0,BrkFace,NA,0.0,5,4.0,NridgHt,55.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1704.0,337.0,3,282.0,2005,2006,2007,418000.0,12.943236711506893 +1702,528118050,2290.0,0.0,0.0,NA,2,1Fam,3,3,2,0,5,636.0,1684.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,1174.0,3,3,3,3,Attchd,2290.0,1,GasA,4,1Story,1,4,Lvl,2,17169.0,CulDSac,1,0.0,020,RL,970.0,BrkFace,NA,0.0,8,7.0,NridgHt,30.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,4.5,2.2426406871192848,2320.0,222.0,3,192.0,2007,2007,2007,500067.0,13.122497368427132 +1703,528120010,1582.0,570.0,0.0,NA,3,1Fam,3,1,0,0,4,1582.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,728.0,2,3,1,3,Detchd,2152.0,1,GasA,4,2Story,1,3,Lvl,2,16659.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NridgHt,368.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1582.0,368.0,3,0.0,2007,2008,2007,260116.0,12.468882964346784 +1704,528120150,1143.0,1330.0,0.0,NA,4,1Fam,3,3,0,0,5,1143.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,852.0,3,3,2,3,BuiltIn,2473.0,1,GasA,4,2Story,1,3,Lvl,2,9591.0,Inside,3,0.0,060,RL,344.0,BrkFace,NA,0.0,10,9.0,NridgHt,151.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1143.0,343.0,3,192.0,2004,2005,2007,317000.0,12.666657052859417 +1705,528142050,958.0,1142.0,0.0,NA,3,1Fam,3,4,1,0,5,140.0,778.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,786.0,3,3,3,3,BuiltIn,2100.0,1,GasA,4,2Story,1,4,Lvl,2,9709.0,Inside,2,0.0,060,RL,120.0,Stone,NA,0.0,9,8.0,NridgHt,104.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,918.0,276.0,3,172.0,2007,2007,2007,319500.0,12.674512552799726 +1706,528144050,1610.0,551.0,0.0,NA,3,1Fam,3,1,1,0,5,294.0,1288.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,789.0,3,3,3,3,Attchd,2161.0,1,GasA,4,2Story,1,4,Lvl,2,10562.0,Inside,3,0.0,060,RL,300.0,Stone,NA,0.0,11,10.0,NridgHt,120.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1582.0,298.0,3,178.0,2007,2007,2007,325624.0,12.693498620467778 +1707,528150040,1802.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,1802.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,843.0,3,3,3,3,Attchd,1802.0,1,GasA,4,1Story,1,4,HLS,1,13615.0,Corner,2,0.0,020,RL,510.0,Stone,NA,0.0,6,5.0,NridgHt,105.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1802.0,263.0,3,158.0,2006,2006,2007,372000.0,12.826649133255284 +1708,528150110,1718.0,1238.0,0.0,NA,5,1Fam,3,3,0,0,4,1706.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,916.0,3,3,2,3,BuiltIn,2956.0,1,GasA,4,2Story,1,4,Lvl,2,13069.0,Inside,2,0.0,060,RL,502.0,BrkFace,NA,0.0,8,7.0,NridgHt,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1706.0,244.0,3,194.0,2004,2004,2007,342000.0,12.742566016044742 +1709,528150120,1136.0,1332.0,0.0,NA,4,1Fam,3,3,1,0,5,166.0,970.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,872.0,3,3,3,3,BuiltIn,2468.0,1,GasA,4,2Story,1,3,Lvl,2,12099.0,Inside,2,0.0,060,RL,388.0,BrkFace,NA,0.0,6,5.0,NridgHt,154.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1136.0,338.0,3,184.0,2004,2004,2007,354000.0,12.777052192115912 +1710,528166150,1217.0,1168.0,0.0,NA,3,1Fam,3,2,1,0,5,379.0,938.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,818.0,3,3,3,3,Attchd,2385.0,1,GasA,4,2Story,1,3,Lvl,2,14277.0,Inside,3,0.0,060,RL,280.0,BrkFace,NA,0.0,1,0.0,NridgHt,228.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1317.0,420.0,3,192.0,2003,2003,2007,350000.0,12.765688433465597 +1711,528168040,1234.0,1140.0,0.0,NA,4,1Fam,3,1,0,0,4,1181.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,656.0,3,3,3,3,BuiltIn,2374.0,1,GasA,4,2Story,1,4,Lvl,2,11999.0,Inside,3,0.0,060,RL,340.0,BrkFace,NA,0.0,5,4.0,NridgHt,100.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1181.0,204.0,3,104.0,2003,2004,2007,285000.0,12.560244459250788 +1712,528172030,895.0,923.0,0.0,NA,3,1Fam,3,3,1,0,5,226.0,669.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,774.0,3,3,3,3,Attchd,1818.0,1,GasA,4,2Story,1,4,Lvl,2,12568.0,Inside,3,0.0,060,RL,246.0,Stone,NA,0.0,8,7.0,NridgHt,104.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,895.0,300.0,3,196.0,2007,2007,2007,281500.0,12.547887726561882 +1713,528172050,1614.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,436.0,1178.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,878.0,3,3,2,3,Attchd,1614.0,0,GasA,4,1Story,1,3,Lvl,2,9926.0,Inside,2,0.0,020,RL,210.0,BrkFace,NA,0.0,5,4.0,NridgHt,38.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1614.0,138.0,3,100.0,2005,2006,2007,245700.0,12.41186655850927 +1714,528172070,1721.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,1602.0,119.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,554.0,2,3,2,3,Attchd,1721.0,0,GasA,4,1Story,1,3,Lvl,2,9254.0,Inside,2,0.0,020,RL,210.0,BrkFace,NA,0.0,1,0.0,NridgHt,27.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1721.0,195.0,3,168.0,2005,2005,2007,232698.0,12.35749675449625 +1715,528172075,1298.0,530.0,0.0,NA,3,1Fam,3,1,0,0,4,1298.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,876.0,3,3,2,3,BuiltIn,1828.0,1,GasA,4,2Story,1,3,Lvl,2,10732.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,NridgHt,40.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1298.0,40.0,3,0.0,2006,2007,2007,250000.0,12.429216196844383 +1716,528174010,1362.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1342.0,20.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,460.0,2,3,2,3,Attchd,1362.0,0,GasA,4,1Story,1,3,Lvl,2,7577.0,Corner,2,0.0,120,RL,256.0,Stone,NA,0.0,6,5.0,NridgHt,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1362.0,220.0,3,192.0,2005,2006,2007,194700.0,12.17921519136029 +1717,528174020,1302.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,436.0,866.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,631.0,2,3,2,3,Attchd,1302.0,1,GasA,4,1Story,1,3,Lvl,2,3901.0,Inside,3,0.0,120,RL,182.0,Stone,NA,0.0,8,7.0,NridgHt,50.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1302.0,160.0,3,110.0,2005,2006,2007,204000.0,12.225875272826354 +1718,528174030,1302.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,272.0,1030.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,631.0,2,3,2,3,Attchd,1302.0,1,GasA,4,1Story,1,3,Lvl,2,3903.0,Inside,3,0.0,120,RL,182.0,Stone,NA,0.0,5,4.0,NridgHt,50.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1302.0,160.0,3,110.0,2005,2006,2007,200000.0,12.206072645530174 +1719,528174040,1362.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,600.0,762.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,460.0,2,3,2,3,Attchd,1362.0,0,GasA,4,1Story,1,3,Lvl,2,6289.0,Inside,2,0.0,120,RL,256.0,Stone,NA,0.0,6,5.0,NridgHt,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1362.0,220.0,3,192.0,2005,2006,2007,207000.0,12.240474072247506 +1720,528181060,1554.0,0.0,0.0,NA,2,TwnhsI,4,2,0,0,4,1530.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,627.0,2,3,2,3,Attchd,1554.0,0,GasA,4,1Story,1,3,Lvl,2,4590.0,Inside,3,0.0,120,RL,108.0,Stone,NA,0.0,8,7.0,NridgHt,73.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1554.0,229.0,3,156.0,2006,2006,2007,209500.0,12.25247901834433 +1721,528181070,1554.0,0.0,0.0,NA,2,TwnhsI,4,2,0,0,4,1530.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,627.0,2,3,2,3,Attchd,1554.0,0,GasA,4,1Story,1,3,Lvl,2,4590.0,Inside,3,0.0,120,RL,108.0,Stone,NA,0.0,5,4.0,NridgHt,73.0,4,7,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1554.0,229.0,3,156.0,2006,2006,2007,209500.0,12.25247901834433 +1722,528181080,1370.0,0.0,0.0,NA,2,TwnhsE,4,2,0,0,4,1346.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1370.0,0,GasA,4,1Story,1,3,Lvl,2,6442.0,Inside,2,0.0,120,RL,178.0,Stone,NA,0.0,10,9.0,NridgHt,49.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1370.0,169.0,3,120.0,2006,2006,2007,202500.0,12.218495165528731 +1723,528186050,1577.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,729.0,848.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,564.0,2,3,2,3,Attchd,1577.0,0,GasA,4,1Story,1,4,Lvl,2,7841.0,Inside,2,0.0,120,RL,394.0,BrkFace,NA,0.0,5,4.0,NridgHt,39.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1577.0,242.0,3,203.0,2005,2005,2007,280000.0,12.542544882151386 +1724,528186090,1561.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,408.0,1153.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,556.0,2,3,3,3,Attchd,1561.0,0,GasA,4,1Story,1,4,Lvl,2,7313.0,Inside,3,0.0,120,RL,246.0,BrkFace,NA,0.0,8,7.0,NridgHt,47.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1561.0,250.0,3,203.0,2005,2005,2007,277500.0,12.533576212168626 +1725,528186120,1869.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,5,1869.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,617.0,2,3,2,3,Attchd,1869.0,0,GasA,4,1Story,1,4,Lvl,2,7820.0,Inside,2,0.0,120,RL,362.0,BrkFace,NA,0.0,12,11.0,NridgHt,54.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1869.0,264.0,3,210.0,2007,2007,2007,318061.0,12.669998467265833 +1726,528186190,1324.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1300.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,550.0,2,3,3,3,Attchd,1324.0,0,GasA,4,1Story,1,3,Lvl,2,6240.0,Inside,3,0.0,120,RL,176.0,BrkFace,NA,0.0,9,8.0,NridgHt,38.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1324.0,38.0,3,0.0,2006,2006,2007,221370.0,12.307590788720521 +1727,528188160,1405.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,405.0,1000.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,4,1,PConc,2,7,478.0,2,3,2,3,Attchd,1405.0,0,GasA,4,1Story,1,3,Lvl,2,3242.0,Inside,3,0.0,120,RL,235.0,Stone,NA,0.0,3,2.0,NridgHt,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1405.0,172.0,3,136.0,2003,2003,2007,200000.0,12.206072645530174 +1729,528218020,768.0,768.0,0.0,NA,3,1Fam,3,1,0,0,4,768.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,Attchd,1536.0,1,GasA,4,2Story,1,3,Lvl,2,10237.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,38.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,768.0,138.0,3,100.0,2005,2006,2007,176000.0,12.078239274020289 +1730,528218050,783.0,701.0,0.0,NA,3,1Fam,3,1,0,0,4,783.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,393.0,2,3,3,3,Attchd,1484.0,1,GasA,4,2Story,1,3,Lvl,2,10237.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,72.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,783.0,72.0,3,0.0,2005,2007,2007,178900.0,12.09458226949681 +1731,528218100,608.0,850.0,0.0,NA,3,1Fam,3,1,0,0,4,608.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,454.0,2,3,3,3,BuiltIn,1458.0,0,GasA,4,2Story,1,3,Lvl,2,13204.0,Inside,2,0.0,060,RL,44.0,Stone,NA,0.0,5,4.0,Gilbert,33.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,608.0,133.0,3,100.0,2006,2007,2007,168165.0,12.032700919255804 +1732,528221030,738.0,757.0,0.0,NA,3,1Fam,3,1,0,0,4,738.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,2,3,Attchd,1495.0,1,GasA,4,2Story,1,3,Lvl,2,8857.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Gilbert,30.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,738.0,130.0,3,100.0,2006,2006,2007,171925.0,12.054813614188037 +1733,528221040,698.0,1048.0,0.0,NA,3,1Fam,3,1,1,0,4,698.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,350.0,3,3,1,3,BuiltIn,1746.0,1,GasA,4,2Story,1,3,Lvl,2,9729.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,34.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,698.0,34.0,3,0.0,2006,2007,2007,198444.0,12.198262223438197 +1734,528221050,1326.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,408.0,918.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,388.0,2,3,3,3,Attchd,1326.0,0,GasA,4,1Story,1,3,Lvl,2,12216.0,Corner,2,0.0,020,RL,0.0,None,Shed,2000.0,6,5.0,Gilbert,23.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1326.0,143.0,3,120.0,2005,2005,2007,203000.0,12.220961258023925 +1735,528221090,728.0,728.0,0.0,NA,3,1Fam,3,3,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,9018.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,24.0,4,6,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,124.0,3,100.0,2007,2007,2007,179540.0,12.09815330331068 +1736,528222030,1302.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1302.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,436.0,2,3,3,3,Attchd,1302.0,0,GasA,4,1Story,1,3,Lvl,2,8993.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Gilbert,22.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1302.0,22.0,3,0.0,2007,2007,2007,176485.0,12.080991165908294 +1737,528222040,1340.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1316.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,396.0,2,3,3,3,Attchd,1340.0,0,GasA,4,1Story,1,3,Lvl,2,8899.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Gilbert,30.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1340.0,130.0,3,100.0,2007,2007,2007,181134.0,12.106992367829498 +1738,528222050,616.0,796.0,0.0,NA,3,1Fam,3,1,0,0,4,616.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,PConc,2,7,432.0,2,3,3,3,BuiltIn,1412.0,1,GasA,4,2Story,1,3,Lvl,2,8499.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Gilbert,36.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,616.0,36.0,3,0.0,2006,2007,2007,156932.0,11.963567869487337 +1739,528222060,752.0,752.0,0.0,NA,3,1Fam,3,3,0,0,4,752.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,440.0,2,3,3,3,Attchd,1504.0,1,GasA,4,2Story,1,3,Lvl,2,8229.0,Inside,2,0.0,060,RL,22.0,Stone,NA,0.0,12,11.0,Gilbert,32.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,752.0,132.0,3,100.0,2007,2007,2007,166000.0,12.01974306733868 +1740,528222080,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,7713.0,Inside,3,0.0,060,RL,16.0,Stone,NA,0.0,7,6.0,Gilbert,24.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,728.0,124.0,3,100.0,2007,2007,2007,177594.0,12.087255325185739 +1741,528222090,1258.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1246.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,462.0,2,3,2,3,Attchd,1258.0,0,GasA,4,1Story,1,3,Lvl,2,7697.0,Inside,3,0.0,020,RL,0.0,BrkFace,NA,0.0,8,7.0,Gilbert,0.0,5,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1246.0,0.0,3,0.0,2007,2007,2007,173500.0,12.063932878369052 +1742,528228270,1258.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,5,1258.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,WdShing,WdShing,0,4,1,PConc,2,7,648.0,3,3,3,3,Attchd,1258.0,0,GasA,4,1Story,1,3,Lvl,2,3922.0,Inside,3,0.0,120,RL,72.0,BrkFace,NA,0.0,6,5.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1258.0,160.0,3,144.0,2006,2007,2007,172500.0,12.058152515453552 +1743,528228275,1402.0,0.0,0.0,NA,2,TwnhsE,3,3,0,2,5,1258.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,0,7,648.0,3,3,3,3,Attchd,1402.0,2,GasA,4,1Story,1,3,Lvl,2,3922.0,Inside,3,0.0,120,RL,72.0,BrkFace,NA,0.0,2,1.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1258.0,136.0,3,120.0,2006,2007,2007,194201.0,12.17664898415669 +1744,528228375,1589.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,322.0,1084.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,630.0,3,3,3,3,Attchd,1589.0,0,GasA,4,1Story,1,3,Lvl,2,3621.0,Inside,3,0.0,120,RL,72.0,BrkFace,NA,0.0,11,10.0,Blmngtn,20.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1406.0,163.0,3,143.0,2003,2003,2007,226500.0,12.330500223905226 +1745,528228555,1266.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,1266.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,388.0,2,3,3,3,Attchd,1266.0,0,GasA,4,1Story,1,3,Lvl,2,3710.0,Inside,3,0.0,020,RL,16.0,BrkFace,NA,0.0,8,7.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1266.0,116.0,3,100.0,2007,2007,2007,185485.0,12.130729295226383 +1746,528231010,1530.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,230.0,1300.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,630.0,3,3,3,3,Attchd,1530.0,0,GasA,4,1Story,1,3,Lvl,2,14572.0,Corner,0,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Gilbert,36.0,4,6,2,0.0,0,CompShg,Hip,Family,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1530.0,180.0,3,144.0,2004,2004,2007,259000.0,12.464583340681674 +1747,528231030,1119.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,56.0,779.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,437.0,2,3,3,3,Attchd,1119.0,0,GasA,4,SLvl,1,3,Lvl,2,16219.0,Inside,1,0.0,080,RL,0.0,None,NA,0.0,4,3.0,Gilbert,24.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,835.0,124.0,3,100.0,2004,2005,2007,188500.0,12.146853285870202 +1748,528235000,744.0,630.0,0.0,NA,3,1Fam,3,1,1,0,4,192.0,192.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,BuiltIn,1374.0,1,GasA,4,SLvl,1,3,Lvl,2,11084.0,Corner,2,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,384.0,100.0,3,100.0,2004,2004,2007,175000.0,12.072541252905651 +1749,528235160,847.0,1112.0,0.0,NA,4,1Fam,3,3,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,1959.0,1,GasA,4,2Story,1,3,Lvl,2,11796.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,847.0,148.0,3,100.0,2004,2005,2007,215000.0,12.2783933071098 +1750,528235170,1525.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1510.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,534.0,2,3,2,3,Attchd,1525.0,1,GasA,4,1Story,1,3,Lvl,2,10936.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Gilbert,18.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1510.0,118.0,3,100.0,2006,2006,2007,206580.0,12.238443025560624 +1751,528240020,840.0,880.0,0.0,NA,3,1Fam,3,1,0,0,4,840.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,3,3,Attchd,1720.0,1,GasA,4,2Story,1,3,Lvl,2,8244.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,840.0,148.0,3,100.0,2004,2004,2007,183500.0,12.119969946476761 +1753,528250070,847.0,1101.0,0.0,NA,4,1Fam,3,1,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,1948.0,1,GasA,4,2Story,1,3,Lvl,2,7875.0,Inside,3,0.0,060,RL,16.0,BrkFace,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,847.0,48.0,3,0.0,2003,2003,2007,211000.0,12.259613412458204 +1754,528275035,948.0,742.0,0.0,NA,3,1Fam,3,1,0,0,4,924.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,463.0,2,3,2,3,Attchd,1690.0,1,GasA,4,2Story,1,2,Lvl,2,8063.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,11,10.0,Gilbert,48.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,924.0,148.0,3,100.0,2000,2000,2007,181000.0,12.106252310247962 +1755,528275110,864.0,1131.0,0.0,NA,4,1Fam,3,1,0,0,4,280.0,574.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,435.0,2,3,3,3,BuiltIn,1995.0,1,GasA,4,2Story,1,3,Lvl,2,8740.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,854.0,312.0,3,264.0,2002,2002,2007,219500.0,12.299107511497363 +1756,528280110,953.0,694.0,0.0,NA,3,1Fam,3,1,0,0,4,953.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,460.0,2,3,2,3,Attchd,1647.0,1,GasA,4,2Story,1,2,Lvl,2,7917.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,953.0,40.0,3,0.0,1999,2000,2007,175000.0,12.072541252905651 +1757,528280150,774.0,656.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,2,3,BuiltIn,1430.0,1,GasA,4,SLvl,1,2,Lvl,2,9967.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,12,11.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,384.0,100.0,3,100.0,2000,2000,2007,170000.0,12.043553716032399 +1758,528290060,660.0,660.0,0.0,NA,3,1Fam,3,1,0,0,4,660.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,Attchd,1320.0,1,GasA,4,2Story,1,3,Lvl,2,7750.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,660.0,48.0,3,0.0,2003,2003,2007,162000.0,11.99535161421452 +1759,528290170,940.0,750.0,0.0,NA,3,1Fam,3,1,1,0,4,395.0,520.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,442.0,2,3,2,3,Attchd,1690.0,1,GasA,4,2Story,1,2,Lvl,2,9487.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,50.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,915.0,50.0,3,0.0,2000,2000,2007,187000.0,12.138863895836725 +1760,528294010,961.0,683.0,0.0,NA,3,1Fam,3,1,0,0,4,941.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,460.0,2,3,2,3,Attchd,1644.0,1,GasA,4,2Story,1,2,Lvl,2,9649.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,42.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,941.0,502.0,3,460.0,1999,2000,2007,185000.0,12.128111104060462 +1761,528320050,2411.0,2065.0,0.0,NA,4,1Fam,3,3,1,0,5,300.0,2096.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,ImStucc,3,3,2,PConc,3,7,813.0,3,3,3,3,Attchd,4476.0,1,GasA,4,2Story,1,4,Lvl,2,15623.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,NoRidge,78.0,4,9,2,555.0,4,CompShg,Hip,Abnorml,WD,0.0,Pave,10,2.302585092994046,4.5,2.2426406871192848,2396.0,249.0,3,171.0,1996,1996,2007,745000.0,13.521139497361697 +1762,528322020,1779.0,772.0,0.0,NA,4,1Fam,3,3,1,0,4,598.0,1181.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,2,7,925.0,3,3,3,3,Attchd,2551.0,1,GasA,4,2Story,1,3,Lvl,2,12191.0,Inside,2,0.0,060,RL,515.0,BrkFace,NA,0.0,6,5.0,NoRidge,61.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1779.0,137.0,3,76.0,1997,1998,2007,384500.0,12.859699067927835 +1763,528326060,997.0,1288.0,0.0,NA,4,1Fam,3,1,0,0,4,969.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,648.0,3,3,3,3,BuiltIn,2285.0,1,GasA,4,2Story,1,3,Lvl,2,11000.0,FR2,3,0.0,060,RL,72.0,BrkFace,NA,0.0,6,5.0,NoRidge,56.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,969.0,56.0,3,0.0,2000,2000,2007,248000.0,12.421184025147118 +1764,528327060,2633.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,1351.0,1282.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,804.0,3,3,2,3,Attchd,2633.0,1,GasA,4,1Story,1,4,Lvl,2,11400.0,Inside,3,0.0,020,RL,705.0,BrkFace,NA,0.0,3,2.0,NoRidge,140.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2633.0,454.0,3,314.0,2001,2002,2007,466500.0,13.053013299269535 +1765,528340030,1671.0,1407.0,0.0,NA,4,1Fam,3,4,1,0,5,736.0,672.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,806.0,3,3,3,3,Attchd,3078.0,1,GasA,4,2Story,1,3,Lvl,2,10557.0,Inside,2,0.0,060,RL,422.0,BrkFace,NA,0.0,7,6.0,NoRidge,87.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1408.0,195.0,3,108.0,1998,1998,2007,410000.0,12.92391243868049 +1766,528344020,1411.0,1171.0,0.0,NA,4,1Fam,3,1,1,0,4,341.0,1048.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,758.0,3,3,3,3,Attchd,2582.0,1,GasA,4,2Story,1,3,Lvl,2,11002.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,1,0.0,NoRidge,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1389.0,346.0,3,286.0,1998,1999,2007,322500.0,12.683858415217964 +1767,528348030,1108.0,1277.0,0.0,NA,4,1Fam,3,1,0,0,4,1066.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,600.0,3,3,3,3,BuiltIn,2385.0,1,GasA,4,2Story,1,3,Lvl,2,10790.0,Inside,3,0.0,060,RL,275.0,BrkFace,NA,0.0,5,4.0,NoRidge,38.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1066.0,158.0,3,120.0,1998,1998,2007,252000.0,12.437184366493561 +1768,528351010,2444.0,1872.0,0.0,NA,4,1Fam,3,4,0,1,5,989.0,1455.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,HdBoard,HdBoard,0,5,2,PConc,3,7,832.0,3,3,3,3,Attchd,4316.0,1,GasA,4,2Story,1,4,Lvl,2,21535.0,Corner,2,0.0,060,RL,1170.0,BrkFace,NA,0.0,1,0.0,NoRidge,50.0,5,9,2,0.0,0,WdShngl,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,4.0,2.0,2444.0,432.0,3,382.0,1994,1995,2007,755000.0,13.534473028231162 +1769,528354060,1127.0,886.0,0.0,NA,3,1Fam,3,3,1,0,4,255.0,862.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,455.0,2,3,1,3,Attchd,2013.0,1,GasA,4,2Story,1,2,Lvl,2,9920.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,NoRidge,130.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1117.0,310.0,3,180.0,1996,1997,2007,269790.0,12.50539915757667 +1770,528354110,1383.0,1015.0,0.0,NA,3,1Fam,3,1,1,0,4,660.0,719.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,834.0,3,3,3,3,Attchd,2398.0,1,GasA,4,2Story,1,3,Lvl,2,11787.0,Inside,2,0.0,060,RL,594.0,BrkFace,NA,0.0,8,7.0,NoRidge,60.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1379.0,299.0,3,239.0,1996,1997,2007,315750.0,12.662706040212738 +1771,528358040,1214.0,1306.0,0.0,NA,4,1Fam,3,1,0,0,4,638.0,565.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,721.0,3,3,2,3,Attchd,2520.0,1,GasA,4,2Story,1,3,Lvl,2,9950.0,Inside,2,0.0,060,RL,290.0,BrkFace,NA,0.0,6,5.0,NoRidge,114.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1203.0,338.0,3,224.0,1995,1995,2007,290000.0,12.577636201962656 +1772,528364110,1328.0,1203.0,0.0,NA,4,1Fam,3,3,0,0,4,1198.0,56.0,64.0,2,5,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,752.0,3,3,2,3,Attchd,2531.0,1,GasA,4,2Story,1,3,Lvl,2,12257.0,Inside,2,0.0,060,RL,513.0,BrkFace,NA,0.0,11,10.0,NoRidge,98.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1318.0,320.0,3,222.0,1995,1995,2007,290000.0,12.577636201962656 +1773,528366050,3228.0,0.0,0.0,NA,4,1Fam,3,1,1,0,4,1969.0,1231.0,0.0,6,1,Y,Norm,Norm,4,291.0,2,3,BrkFace,BrkFace,0,4,1,PConc,3,7,546.0,2,3,2,3,Attchd,3228.0,0,GasA,4,1Story,1,3,Lvl,2,12692.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,NoRidge,75.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,4.0,2.0,3200.0,630.0,3,264.0,1992,1993,2007,430000.0,12.971540487669746 +1774,528366070,1105.0,1097.0,0.0,NA,4,1Fam,3,1,1,0,5,770.0,335.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,517.0,2,3,2,3,Attchd,2202.0,1,GasA,4,2Story,1,3,Lvl,2,11762.0,Inside,3,0.0,060,RL,309.0,BrkFace,NA,0.0,9,8.0,NoRidge,65.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1105.0,209.0,3,0.0,1992,1993,2007,263000.0,12.479909311159902 +1775,528376010,1335.0,1203.0,0.0,NA,4,1Fam,3,1,0,0,4,100.0,1225.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,3,1,PConc,2,7,933.0,3,3,2,3,Attchd,2538.0,1,GasA,4,2Story,1,3,Lvl,2,9044.0,Inside,2,0.0,060,RL,526.0,BrkFace,NA,0.0,5,4.0,NoRidge,92.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1325.0,290.0,3,198.0,1996,1997,2007,330000.0,12.706847933442663 +1776,528427040,1369.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1369.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,605.0,2,3,1,3,Attchd,1369.0,0,GasA,4,1Story,1,3,Lvl,2,9910.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Somerst,203.0,5,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1369.0,203.0,3,0.0,2007,2007,2007,213133.0,12.269671662972327 +1777,528427100,1542.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,322.0,1220.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,852.0,3,3,1,3,Attchd,1542.0,0,GasA,4,1Story,1,3,Lvl,2,11830.0,Inside,3,0.0,020,RL,164.0,BrkFace,NA,0.0,7,6.0,Somerst,110.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1542.0,278.0,3,168.0,2007,2007,2007,260261.0,12.469440252634902 +1778,528429090,1905.0,0.0,0.0,NA,3,1Fam,4,1,0,0,5,1905.0,0.0,0.0,1,1,Y,RRNn,Norm,4,0.0,2,4,VinylSd,ImStucc,0,4,1,PConc,2,7,788.0,3,3,3,3,Attchd,1905.0,0,GasA,4,1Story,1,4,Lvl,2,11670.0,Corner,2,0.0,020,RL,302.0,Stone,NA,0.0,3,2.0,Somerst,191.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1905.0,191.0,3,0.0,2006,2006,2007,320000.0,12.676076274775909 +1779,528429110,1464.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,556.0,929.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,754.0,3,3,1,3,Attchd,1464.0,0,GasA,4,1Story,1,3,Lvl,2,15256.0,CulDSac,2,0.0,020,RL,84.0,Stone,NA,0.0,8,7.0,Somerst,160.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1485.0,328.0,3,168.0,2007,2007,2007,282922.0,12.552926520261092 +1780,528431030,1534.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1496.0,28.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,3,3,Attchd,1534.0,0,GasA,3,1Story,1,3,Lvl,2,10612.0,Inside,3,0.0,020,RL,248.0,BrkFace,NA,0.0,1,0.0,Somerst,46.0,4,7,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1524.0,214.0,3,168.0,2006,2006,2007,215000.0,12.2783933071098 +1781,528431040,1966.0,0.0,0.0,NA,1,1Fam,3,3,1,0,5,394.0,1572.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,1092.0,3,3,3,3,Attchd,1966.0,0,GasA,4,1Story,1,4,Lvl,2,12291.0,Inside,2,0.0,020,RL,754.0,BrkFace,NA,0.0,10,9.0,Somerst,52.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1966.0,128.0,3,76.0,2007,2007,2007,419005.0,12.9456381320073 +1782,528431050,1636.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,1560.0,63.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,865.0,3,3,2,3,Attchd,1636.0,0,GasA,4,1Story,1,3,Lvl,2,13501.0,Corner,2,0.0,020,RL,208.0,Stone,NA,0.0,6,5.0,Somerst,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1623.0,60.0,3,0.0,2006,2006,2007,255000.0,12.449018824140563 +1783,528431110,1795.0,0.0,0.0,NA,2,1Fam,3,3,0,0,5,1795.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,895.0,3,3,2,3,Attchd,1795.0,0,GasA,4,1Story,1,3,Lvl,2,9986.0,Inside,3,0.0,020,RL,428.0,BrkFace,NA,0.0,2,1.0,Somerst,49.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1795.0,49.0,3,0.0,2006,2007,2007,147000.0,11.898187865760873 +1785,528435040,1726.0,0.0,0.0,NA,3,1Fam,3,1,1,0,5,600.0,1126.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,786.0,3,3,3,3,Attchd,1726.0,0,GasA,4,1Story,1,4,Lvl,2,9416.0,Inside,3,0.0,020,RL,205.0,Stone,NA,0.0,9,8.0,Somerst,138.0,4,6,2,0.0,0,CompShg,Hip,Partial,New,266.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1726.0,575.0,3,171.0,2007,2007,2007,311872.0,12.650348126203179 +1786,528435060,1689.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1689.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,954.0,3,3,2,3,Attchd,1689.0,0,GasA,4,1Story,1,3,Lvl,2,9849.0,Inside,3,0.0,020,RL,0.0,Stone,NA,0.0,6,5.0,Somerst,56.0,5,6,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1689.0,56.0,3,0.0,2007,2007,2007,248328.0,12.422505731952896 +1787,528435070,1588.0,0.0,0.0,NA,3,1Fam,4,3,0,0,4,1588.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,825.0,3,3,2,3,Attchd,1588.0,0,GasA,4,1Story,1,3,Lvl,2,10000.0,Inside,3,0.0,020,RL,410.0,Stone,NA,0.0,12,11.0,Somerst,45.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1588.0,189.0,3,144.0,2006,2006,2007,227000.0,12.332705296463539 +1788,528439040,1538.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,769.0,769.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,2,3,Attchd,1538.0,0,GasA,4,1Story,1,3,Lvl,2,8847.0,Inside,3,0.0,020,RL,148.0,BrkFace,NA,0.0,12,11.0,Somerst,40.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1538.0,186.0,3,146.0,2005,2005,2007,260000.0,12.468436909997665 +1789,528439050,1496.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1496.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,474.0,2,3,3,3,Attchd,1496.0,0,GasA,4,1Story,1,3,Lvl,2,9158.0,Inside,3,0.0,020,RL,140.0,Stone,NA,0.0,6,5.0,Somerst,130.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1496.0,298.0,3,168.0,2007,2007,2007,225000.0,12.323855681186558 +1790,528439080,1506.0,0.0,0.0,NA,3,1Fam,4,3,1,0,4,716.0,778.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,672.0,2,3,2,3,Attchd,1506.0,0,GasA,4,1Story,1,3,Lvl,2,8251.0,Inside,3,0.0,020,RL,143.0,BrkFace,NA,0.0,4,3.0,Somerst,35.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1494.0,227.0,3,192.0,2005,2006,2007,249000.0,12.425208175446844 +1791,528441080,1694.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,317.0,1369.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,636.0,2,3,2,3,Attchd,1694.0,0,GasA,4,1Story,1,3,Lvl,2,10084.0,Inside,3,0.0,020,RL,186.0,Stone,NA,0.0,8,7.0,Somerst,57.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1686.0,312.0,3,255.0,2004,2005,2007,307000.0,12.634603026569334 +1792,528445020,982.0,995.0,0.0,NA,3,1Fam,3,1,0,0,4,982.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,574.0,3,3,2,3,Attchd,1977.0,1,GasA,4,2Story,1,3,Lvl,2,9605.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Somerst,53.0,4,6,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,982.0,293.0,3,240.0,2006,2006,2007,250000.0,12.429216196844383 +1793,528445070,1302.0,528.0,0.0,NA,3,1Fam,3,1,0,0,4,1302.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,859.0,3,3,2,3,BuiltIn,1830.0,1,GasA,4,2Story,1,3,Lvl,2,8778.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,Somerst,40.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1302.0,40.0,3,0.0,2006,2006,2007,221300.0,12.30727452603914 +1794,528456190,1338.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1314.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,598.0,2,3,2,3,Attchd,1338.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,11,10.0,Somerst,141.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1338.0,141.0,3,0.0,2007,2007,2007,208900.0,12.249610947544657 +1795,528456230,1335.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1335.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,575.0,2,3,2,3,Attchd,1335.0,0,GasA,4,1Story,1,3,Lvl,2,9000.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,6,5.0,Somerst,210.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1335.0,210.0,3,0.0,2006,2007,2007,210400.0,12.256765759845692 +1796,528458080,896.0,896.0,0.0,NA,3,1Fam,3,3,0,0,4,546.0,350.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,590.0,2,3,3,3,Attchd,1792.0,1,GasA,4,2Story,1,3,Lvl,2,8640.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,11,10.0,Somerst,96.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,896.0,280.0,3,184.0,2007,2007,2007,255000.0,12.449018824140563 +1798,528458120,1088.0,871.0,0.0,NA,3,1Fam,3,3,0,0,4,1088.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,1025.0,3,3,2,3,Attchd,1959.0,1,GasA,4,2Story,1,3,Lvl,2,9000.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,12,11.0,Somerst,46.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1088.0,254.0,3,208.0,2006,2006,2007,270000.0,12.506177237980511 +1799,528458130,1184.0,1426.0,0.0,NA,4,1Fam,3,3,0,0,4,1120.0,64.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,550.0,2,3,3,3,BuiltIn,2610.0,1,GasA,4,2Story,1,4,Lvl,2,9000.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,8,7.0,Somerst,364.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1184.0,572.0,3,208.0,2007,2007,2007,303477.0,12.623061104072981 +1801,528477020,1656.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1632.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,826.0,3,3,2,3,Attchd,1656.0,0,GasA,4,1Story,1,3,Lvl,2,11096.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,7,6.0,Somerst,146.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1656.0,146.0,3,0.0,2006,2006,2007,249700.0,12.428015476267865 +1802,528480020,874.0,887.0,0.0,NA,3,1Fam,3,1,0,0,4,874.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,3,7,578.0,2,3,3,3,Attchd,1761.0,0,GasA,4,2Story,1,3,Lvl,2,10207.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,8,7.0,Somerst,105.0,5,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,874.0,249.0,3,144.0,2007,2007,2007,227875.0,12.336552511980964 +1803,528480180,1584.0,0.0,0.0,NA,2,1Fam,3,2,0,0,4,1574.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,2,7,594.0,2,3,3,3,Attchd,1584.0,0,GasA,4,1Story,1,4,Lvl,2,10440.0,Corner,3,0.0,020,FV,0.0,None,NA,0.0,5,4.0,Somerst,256.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1574.0,256.0,3,0.0,2007,2007,2007,261329.0,12.473535428894305 +1804,528482010,1685.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,1685.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,658.0,3,3,3,3,Attchd,1685.0,0,GasA,4,1Story,1,3,Lvl,2,11824.0,Corner,2,0.0,020,FV,298.0,BrkFace,NA,0.0,4,3.0,Somerst,63.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1685.0,175.0,3,112.0,2006,2006,2007,253000.0,12.441144767709657 +1805,528482030,1158.0,1285.0,0.0,NA,4,1Fam,3,3,0,0,4,1158.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,5,744.0,3,3,2,3,BuiltIn,2443.0,1,GasA,4,2Story,1,3,Lvl,2,10625.0,Inside,3,0.0,060,FV,353.0,BrkFace,NA,0.0,6,5.0,Somerst,127.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1158.0,320.0,3,193.0,2004,2004,2007,265000.0,12.487485104968359 +1806,528482090,1580.0,886.0,0.0,NA,4,1Fam,3,1,0,0,4,1580.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,3,7,610.0,2,3,2,3,Attchd,2466.0,0,GasA,4,2Story,1,3,Lvl,2,11143.0,Corner,2,0.0,060,FV,0.0,None,NA,0.0,12,11.0,Somerst,214.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1580.0,373.0,3,159.0,2004,2005,2007,340000.0,12.736700896592344 +1807,531363020,1100.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1100.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1100.0,1,GasA,4,1Story,1,2,Lvl,2,7500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,SawyerW,136.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1100.0,136.0,3,0.0,2006,2007,2007,146000.0,11.891361900690473 +1808,531363040,1143.0,0.0,0.0,NA,3,1Fam,4,1,0,0,4,1143.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1143.0,1,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,SawyerW,55.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1143.0,55.0,3,0.0,2006,2006,2007,147000.0,11.898187865760873 +1809,531375140,1094.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,365.0,729.0,0.0,6,1,Y,RRAe,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1094.0,0,GasA,4,1Story,1,3,Lvl,2,12450.0,Inside,3,0.0,020,RL,126.0,BrkFace,NA,0.0,5,4.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1094.0,0.0,3,0.0,2003,2004,2007,149000.0,11.911701584927597 +1810,531376060,1486.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1461.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,566.0,2,3,2,3,Attchd,1486.0,0,GasA,4,1Story,1,3,Lvl,2,7441.0,Inside,2,0.0,020,RL,170.0,BrkFace,NA,0.0,6,5.0,SawyerW,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1461.0,32.0,3,0.0,2006,2006,2007,181000.0,12.106252310247962 +1811,531380110,936.0,785.0,0.0,NA,3,1Fam,4,1,0,1,4,114.0,814.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,0,0,PConc,2,7,471.0,2,3,2,3,Attchd,1721.0,1,GasA,4,2Story,1,3,Lvl,2,8462.0,Inside,2,0.0,060,RL,105.0,BrkFace,NA,0.0,7,6.0,SawyerW,87.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,928.0,387.0,3,300.0,1994,1994,2007,201000.0,12.211060187041213 +1812,531384070,920.0,900.0,0.0,NA,3,1Fam,3,1,0,0,4,384.0,480.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,4,0,0,PConc,2,7,492.0,2,3,2,3,Attchd,1820.0,1,GasA,4,2Story,1,3,Lvl,2,11613.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,5,4.0,SawyerW,85.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,864.0,229.0,3,144.0,1993,1997,2007,191750.0,12.163947719229503 +1813,531385070,1349.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1349.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,4,0,0,PConc,2,7,539.0,2,3,1,3,Attchd,1349.0,0,GasA,4,1Story,1,2,Lvl,2,8450.0,Inside,3,0.0,020,RL,108.0,BrkFace,NA,0.0,12,11.0,SawyerW,55.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1349.0,175.0,3,120.0,2000,2001,2007,179000.0,12.095141084822892 +1814,531385130,1494.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,39.0,1443.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,2,1,PConc,2,7,514.0,2,3,2,3,Attchd,1494.0,0,GasA,4,1Story,1,3,Low,2,16196.0,Inside,0,0.0,020,RL,0.0,None,NA,0.0,8,7.0,SawyerW,25.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1482.0,427.0,3,402.0,1998,1998,2007,215000.0,12.2783933071098 +1815,531451030,1575.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,1145.0,430.0,0.0,6,1,Y,Norm,Norm,4,52.0,2,3,Plywood,ImStucc,0,0,0,PConc,2,7,529.0,2,3,2,3,Attchd,1575.0,0,GasA,3,1Story,1,3,Lvl,2,8012.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,7,6.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1575.0,52.0,3,0.0,1992,1992,2007,179200.0,12.096257779522967 +1816,531451150,630.0,636.0,0.0,NA,2,TwnhsE,3,1,0,0,3,630.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,3,2,CBlock,1,7,283.0,1,3,2,3,Attchd,1266.0,1,GasA,4,2Story,1,2,Lvl,2,8012.0,Inside,3,0.0,160,RL,0.0,None,NA,0.0,7,6.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,630.0,340.0,3,340.0,1980,1980,2007,128000.0,11.759785542901755 +1817,531453140,884.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,0.0,747.0,93.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,504.0,2,4,2,3,Attchd,884.0,0,GasA,3,SFoyer,1,3,Lvl,2,9180.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,12,11.0,SawyerW,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,840.0,240.0,3,240.0,1983,1983,2007,144000.0,11.877568578558138 +1818,531477040,2020.0,0.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,Slab,2,7,630.0,2,3,1,3,Detchd,2020.0,0,GasA,2,1Story,2,2,Lvl,2,8400.0,Inside,3,0.0,090,RH,320.0,BrkFace,NA,0.0,10,9.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,0.0,0.0,3,0.0,1977,1977,2007,144000.0,11.877568578558138 +1819,532353120,894.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,405.0,138.0,351.0,2,3,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,894.0,0,GasA,2,1Story,1,2,Lvl,2,6285.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,192.0,3,192.0,1977,1977,2007,120750.0,11.701477571514818 +1820,532354010,970.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,340.0,630.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,624.0,2,3,1,3,Detchd,970.0,0,GasA,2,1Story,1,2,Lvl,2,8480.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,24.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,192.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,970.0,216.0,3,0.0,1963,1963,2007,132500.0,11.794337924408413 +1821,532354060,1057.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,640.0,417.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,576.0,2,3,3,3,Detchd,1057.0,0,GasA,2,1Story,1,2,Lvl,2,7420.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1057.0,0.0,3,0.0,1962,1962,2007,132000.0,11.790557201568507 +1822,532354070,999.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,411.0,588.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,Plywood,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,999.0,0,GasA,3,1Story,1,3,Lvl,2,7758.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Sawyer,132.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,999.0,132.0,3,0.0,1962,2001,2007,132500.0,11.794337924408413 +1823,532376040,1120.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,108.0,932.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,544.0,2,3,2,3,Attchd,1120.0,1,GasA,2,1Story,1,1,Lvl,2,6970.0,Corner,3,0.0,020,RL,0.0,None,Shed,400.0,5,4.0,Sawyer,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1040.0,168.0,3,168.0,1961,1961,2007,129000.0,11.76756768334381 +1824,532376090,1696.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1140.0,0.0,0.0,1,1,Y,RRAe,Norm,4,0.0,3,2,HdBoard,HdBoard,0,3,1,CBlock,1,5,349.0,1,3,2,3,Attchd,1696.0,1,GasA,2,1Story,1,2,Lvl,2,13673.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Sawyer,30.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,1140.0,30.0,3,0.0,1962,1962,2007,143900.0,11.876873892875459 +1825,532377050,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,228.0,812.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,686.0,2,3,3,3,Detchd,1040.0,1,GasA,2,1Story,1,2,Lvl,2,7476.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1040.0,188.0,3,188.0,1968,1968,2007,145000.0,11.884489021402711 +1826,532377140,988.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,161.0,827.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,572.0,2,3,1,3,Detchd,988.0,0,GasA,2,1Story,1,2,Lvl,2,9945.0,Inside,2,0.0,020,RL,57.0,BrkFace,NA,0.0,10,9.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,988.0,0.0,3,0.0,1961,1961,2007,128500.0,11.763684183317412 +1827,532378240,902.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,277.0,599.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Wd Sdng,3,0,0,CBlock,1,7,288.0,1,3,1,3,Attchd,902.0,0,GasA,2,1Story,1,2,Lvl,2,6173.0,Inside,2,0.0,020,RL,75.0,BrkFace,NA,0.0,8,7.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,876.0,0.0,3,0.0,1967,1967,2007,125500.0,11.740061037553975 +1828,532476080,1271.0,1232.0,0.0,NA,3,1Fam,3,1,1,0,4,496.0,727.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,564.0,2,3,2,3,Attchd,2503.0,1,GasA,3,2Story,1,3,Bnk,2,19522.0,Inside,2,0.0,060,RL,272.0,BrkFace,NA,0.0,2,1.0,Veenker,99.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,182.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1223.0,281.0,3,0.0,1990,1990,2007,300000.0,12.611537753638338 +1829,532477040,1516.0,651.0,0.0,NA,3,1Fam,3,4,1,0,3,36.0,125.0,1031.0,2,5,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,3,4,2,CBlock,2,7,518.0,2,3,2,3,Attchd,2167.0,1,GasA,2,2Story,1,3,Lvl,2,17542.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Veenker,47.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1192.0,267.0,3,220.0,1974,2003,2007,294000.0,12.591335046320818 +1830,532479050,1037.0,0.0,0.0,NA,2,1Fam,3,4,1,0,2,250.0,787.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,1,7,431.0,2,3,2,3,Attchd,1037.0,0,GasA,2,1Story,1,2,Lvl,2,10751.0,CulDSac,2,0.0,020,RL,44.0,BrkFace,NA,0.0,8,7.0,Sawyer,47.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1037.0,183.0,3,136.0,1974,1974,2007,129000.0,11.76756768334381 +1831,532479120,1701.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,0.0,1390.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,2,CBlock,2,5,611.0,2,3,3,3,Basment,1701.0,0,GasA,2,SFoyer,1,2,Lvl,2,16647.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,1,0.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1390.0,0.0,3,0.0,1975,1981,2007,171000.0,12.049418835484797 +1832,532479140,1055.0,0.0,0.0,NA,2,1Fam,3,2,1,0,4,76.0,968.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,CemntBd,CemntBd,0,3,1,CBlock,1,7,542.0,2,3,2,3,Attchd,1055.0,0,GasA,2,1Story,1,3,Lvl,2,12712.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Sawyer,0.0,6,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1044.0,455.0,3,455.0,1973,2006,2007,147000.0,11.898187865760873 +1833,533120030,1453.0,1357.0,0.0,NA,4,1Fam,3,1,0,0,5,971.0,482.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,5,1,PConc,2,7,750.0,2,4,2,4,Attchd,2810.0,1,GasA,4,2Story,1,3,Lvl,2,9572.0,Inside,2,0.0,060,RL,336.0,BrkFace,NA,0.0,6,5.0,NoRidge,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1453.0,500.0,3,500.0,1990,1990,2007,302000.0,12.618182296357007 +1834,533130170,2129.0,743.0,0.0,NA,4,1Fam,3,1,0,0,4,983.0,700.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,541.0,2,3,3,3,Attchd,2872.0,1,GasA,4,1.5Fin,1,3,Lvl,2,10678.0,Inside,3,0.0,050,RL,337.0,BrkFace,NA,0.0,4,3.0,NoRidge,33.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1683.0,33.0,3,0.0,1992,2000,2007,285000.0,12.560244459250788 +1835,533205110,1378.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,527.0,851.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,540.0,2,3,3,3,Attchd,1378.0,0,GasA,4,1Story,1,3,Lvl,2,4379.0,FR2,2,0.0,120,FV,0.0,None,NA,0.0,7,6.0,Somerst,56.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1378.0,216.0,3,160.0,2004,2004,2007,214000.0,12.273731294003989 +1836,533206060,1151.0,0.0,0.0,Pave,2,TwnhsE,3,1,1,0,4,1081.0,60.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,3,3,Attchd,1151.0,0,GasA,4,1Story,1,3,Lvl,2,3523.0,Inside,2,0.0,120,FV,30.0,Stone,NA,0.0,2,1.0,Somerst,60.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1141.0,60.0,3,0.0,2006,2007,2007,166000.0,12.01974306733868 +1837,533206070,1565.0,0.0,0.0,Pave,2,TwnhsE,3,1,1,0,4,1451.0,60.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,476.0,2,3,3,3,Attchd,1565.0,0,GasA,4,1Story,1,3,Lvl,2,3784.0,Inside,2,0.0,120,FV,36.0,Stone,NA,0.0,2,1.0,Somerst,120.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1511.0,120.0,3,0.0,2006,2007,2007,193800.0,12.174581978438804 +1838,533208010,1352.0,0.0,0.0,Pave,2,TwnhsE,4,1,0,0,5,1352.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,466.0,2,3,2,3,Attchd,1352.0,0,GasA,4,1Story,1,3,Lvl,2,4230.0,Corner,3,0.0,120,FV,0.0,None,NA,0.0,4,3.0,Somerst,241.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1352.0,241.0,3,0.0,2006,2007,2007,208900.0,12.249610947544657 +1839,533208020,1352.0,0.0,0.0,Pave,2,TwnhsE,4,1,1,0,5,415.0,937.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,466.0,2,3,2,3,Attchd,1352.0,0,GasA,4,1Story,1,3,Lvl,2,3606.0,Inside,3,0.0,120,FV,0.0,None,NA,0.0,8,7.0,Somerst,241.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1352.0,241.0,3,0.0,2006,2007,2007,194000.0,12.175613438045465 +1842,533208070,625.0,625.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,625.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,528.0,2,3,2,3,Detchd,1250.0,1,GasA,4,2Story,1,3,Lvl,2,4251.0,Inside,2,0.0,160,FV,0.0,None,NA,0.0,6,5.0,Somerst,54.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,625.0,54.0,3,0.0,2006,2007,2007,164700.0,12.011880916165731 +1843,533213130,757.0,744.0,0.0,Pave,3,TwnhsI,3,1,1,0,4,179.0,565.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,PConc,2,7,440.0,2,3,1,3,Detchd,1501.0,1,GasA,3,2Story,1,2,Lvl,2,2280.0,Inside,3,0.0,160,FV,342.0,BrkFace,NA,0.0,9,8.0,Somerst,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,744.0,0.0,3,0.0,1999,1999,2007,176500.0,12.081076155355488 +1844,533213140,729.0,729.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,310.0,419.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,2,1,PConc,2,7,440.0,2,3,1,3,Detchd,1458.0,1,GasA,3,2Story,1,2,Lvl,2,3230.0,Corner,3,0.0,160,FV,1129.0,BrkFace,NA,0.0,6,5.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,729.0,32.0,3,0.0,1999,1999,2007,176000.0,12.078239274020289 +1845,533221030,756.0,756.0,0.0,NA,2,TwnhsE,3,1,0,0,4,336.0,420.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,440.0,2,3,1,3,Detchd,1512.0,1,GasA,4,2Story,1,3,Lvl,2,2117.0,Inside,3,0.0,160,FV,513.0,BrkFace,NA,0.0,6,5.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,756.0,32.0,3,0.0,2000,2000,2007,168500.0,12.034691028774553 +1846,533221060,769.0,804.0,0.0,NA,3,TwnhsI,3,1,0,0,4,339.0,417.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1573.0,1,GasA,4,2Story,1,3,Lvl,2,2117.0,Inside,3,0.0,160,FV,216.0,BrkFace,NA,0.0,9,8.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,756.0,32.0,3,0.0,2000,2000,2007,177000.0,12.083905011555967 +1847,533221100,769.0,756.0,0.0,NA,3,TwnhsI,3,1,0,0,4,320.0,436.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,3,1,PConc,2,7,440.0,2,3,1,3,Detchd,1525.0,1,GasA,4,2Story,1,3,Lvl,2,2117.0,Inside,3,0.0,160,FV,456.0,BrkFace,NA,0.0,6,5.0,Somerst,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,756.0,0.0,3,0.0,2000,2000,2007,177000.0,12.083905011555967 +1848,533223050,551.0,551.0,0.0,NA,2,TwnhsE,3,1,0,0,4,312.0,239.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,1,3,Detchd,1102.0,1,GasA,4,2Story,1,3,Lvl,2,5105.0,FR2,1,0.0,160,FV,0.0,None,NA,0.0,3,2.0,Somerst,60.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,551.0,60.0,3,0.0,2004,2004,2007,148800.0,11.910358401381128 +1849,533236040,764.0,677.0,0.0,Pave,2,TwnhsI,3,1,0,0,4,776.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,492.0,2,3,1,3,Detchd,1441.0,1,GasA,4,2Story,1,3,Lvl,2,2645.0,Inside,3,0.0,160,FV,456.0,BrkFace,NA,0.0,11,10.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,776.0,206.0,3,206.0,1999,2000,2007,174000.0,12.066810578196666 +1850,533241030,975.0,975.0,0.0,Pave,3,1Fam,3,1,0,0,4,326.0,649.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,576.0,2,3,2,3,Detchd,1950.0,1,GasA,4,2Story,1,3,Lvl,2,7399.0,Inside,2,0.0,060,FV,1600.0,BrkFace,NA,0.0,6,5.0,Somerst,10.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,198.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,975.0,208.0,3,0.0,1997,1998,2007,239000.0,12.384218830913648 +1851,533242080,1358.0,0.0,0.0,Pave,3,1Fam,3,1,0,0,4,1339.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,625.0,2,3,1,3,Detchd,1358.0,0,GasA,4,1Story,1,3,Lvl,2,7321.0,Inside,2,0.0,020,FV,0.0,None,NA,0.0,12,11.0,Somerst,174.0,4,6,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1339.0,350.0,3,176.0,1999,2000,2007,204000.0,12.225875272826354 +1852,533242090,1072.0,976.0,0.0,Pave,3,1Fam,3,1,1,0,5,90.0,964.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,2,PConc,2,7,552.0,2,3,1,3,Detchd,2048.0,1,GasA,4,2Story,1,3,Lvl,2,8010.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,8,7.0,Somerst,48.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,180.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1054.0,228.0,3,0.0,2003,2004,2007,301000.0,12.614865543731012 +1853,533244040,1220.0,1142.0,0.0,NA,3,1Fam,3,2,1,0,5,319.0,901.0,0.0,6,1,Y,Norm,Norm,4,36.0,3,3,VinylSd,VinylSd,0,3,2,PConc,2,7,1105.0,2,3,2,4,Attchd,2362.0,1,GasA,4,2Story,1,3,Lvl,2,8413.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,6,5.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1220.0,327.0,3,147.0,1998,1998,2007,312500.0,12.652359748158593 +1854,533250190,1494.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,0.0,457.0,1037.0,2,5,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,4,1,PConc,1,7,478.0,2,3,3,3,Attchd,1494.0,1,GasA,4,1Story,1,3,Lvl,2,9466.0,FR2,1,0.0,120,RL,0.0,None,NA,0.0,5,4.0,Veenker,30.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,217.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1494.0,247.0,3,0.0,1994,1995,2007,279700.0,12.541472879190051 +1855,533251110,2362.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,270.0,1732.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,MetalSd,0,3,1,CBlock,2,7,546.0,2,3,2,4,Attchd,2362.0,1,GasA,4,1Story,1,3,Lvl,2,12000.0,Inside,3,0.0,020,RL,600.0,BrkFace,NA,0.0,3,2.0,Veenker,16.0,5,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,2002.0,196.0,3,180.0,1980,1980,2007,255000.0,12.449018824140563 +1856,533251130,1432.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,289.0,680.0,391.0,5,3,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,PConc,1,7,588.0,2,3,1,3,Attchd,1432.0,1,GasA,4,SLvl,1,3,Lvl,2,16157.0,FR2,2,0.0,080,RL,0.0,None,NA,0.0,6,5.0,Veenker,180.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1360.0,348.0,3,168.0,1978,1978,2007,194000.0,12.175613438045465 +1857,533252130,1437.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,280.0,1157.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,3,Plywood,Plywood,0,2,1,CBlock,2,7,528.0,2,3,2,3,Attchd,1437.0,0,GasA,2,1Story,1,3,Lvl,2,10768.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Veenker,21.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,180.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1437.0,201.0,3,0.0,1976,2004,2007,218000.0,12.292250341771226 +1858,533253180,1295.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,0.0,881.0,176.0,6,2,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Plywood,0,3,2,CBlock,1,7,571.0,2,3,3,3,Attchd,1295.0,0,GasA,2,1Story,1,3,Lvl,2,3840.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,7,6.0,Greens,89.0,5,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1057.0,222.0,3,133.0,1978,1998,2007,213750.0,12.272562386799006 +1859,533254100,1094.0,761.0,0.0,NA,3,1Fam,3,1,0,0,3,528.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,3,3,Plywood,Plywood,0,3,1,CBlock,2,7,512.0,2,3,2,3,Attchd,1855.0,1,GasA,4,SLvl,1,2,Lvl,2,9600.0,FR2,3,0.0,080,RL,360.0,BrkFace,NA,0.0,8,7.0,Veenker,100.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,528.0,213.0,3,113.0,1976,1994,2007,187000.0,12.138863895836725 +1860,533254130,1262.0,0.0,0.0,NA,3,1Fam,3,4,0,1,4,284.0,978.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,2,7,460.0,2,3,2,3,Attchd,1262.0,0,GasA,4,1Story,1,2,Lvl,2,9600.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Veenker,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1262.0,298.0,3,298.0,1976,1976,2007,181500.0,12.109010932687042 +1861,533350020,2497.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,0.0,1632.0,829.0,5,3,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,4,2,CBlock,2,7,676.0,2,3,2,3,Attchd,2497.0,0,GasA,3,1Story,1,3,Lvl,2,17778.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Veenker,0.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,2461.0,266.0,3,266.0,1981,1981,2007,373000.0,12.829333698625952 +1862,533352075,1361.0,1259.0,0.0,NA,4,Duplx,3,1,0,0,4,652.0,498.0,211.0,6,3,Y,Feedr,RRAe,4,145.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,600.0,2,3,2,3,BuiltIn,2620.0,2,GasA,4,1.5Fin,2,2,Lvl,2,18890.0,Inside,2,0.0,090,RL,1.0,None,Gar2,8300.0,8,7.0,Sawyer,24.0,4,4,0,0.0,0,CompShg,Shed,Normal,WD,0.0,Pave,12,2.4849066497880004,3.0,1.4641016151377544,1361.0,324.0,3,155.0,1977,1977,2007,190000.0,12.154779351142624 +1863,534104090,1057.0,872.0,0.0,NA,3,1Fam,3,1,1,0,4,319.0,738.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,650.0,2,3,3,3,Attchd,1929.0,1,GasA,4,2Story,1,3,Lvl,2,7050.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,5,4.0,Somerst,235.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1057.0,235.0,3,0.0,2001,2001,2007,226000.0,12.328290278254423 +1864,534125120,1152.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,912.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,412.0,2,3,2,3,Attchd,1152.0,1,GasA,4,1Story,1,2,Lvl,2,11700.0,Inside,3,0.0,020,RL,41.0,BrkFace,NA,0.0,9,8.0,NWAmes,126.0,5,5,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,912.0,126.0,3,0.0,1968,1968,2007,143450.0,11.87374182140951 +1865,534127080,1403.0,1008.0,0.0,NA,4,1Fam,3,1,1,0,3,93.0,915.0,0.0,3,1,Y,PosA,Norm,4,0.0,2,2,VinylSd,VinylSd,0,1,1,CBlock,2,7,570.0,2,3,2,3,Attchd,2411.0,1,GasA,2,2Story,1,2,Lvl,2,8000.0,Inside,3,0.0,060,RL,525.0,BrkFace,NA,0.0,6,5.0,NWAmes,192.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1008.0,192.0,3,0.0,1970,1970,2007,240050.0,12.388602513959086 +1866,534127140,1082.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,0.0,973.0,0.0,4,1,Y,PosN,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,480.0,2,3,1,3,Attchd,1082.0,0,GasA,4,SFoyer,1,2,Lvl,2,8723.0,Inside,2,0.0,085,RL,0.0,None,NA,0.0,1,0.0,NWAmes,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,973.0,160.0,3,160.0,1969,1969,2007,162500.0,11.998433280751929 +1867,534127260,1295.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,385.0,910.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,528.0,2,3,3,3,Attchd,1295.0,1,GasA,1,1Story,1,2,Lvl,2,11700.0,Corner,3,0.0,020,RL,196.0,BrkFace,NA,0.0,4,3.0,NWAmes,194.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,200.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1295.0,394.0,3,0.0,1968,1968,2007,164000.0,12.007621706806335 +1868,534128090,1610.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,778.0,346.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,2,7,515.0,2,3,2,3,Attchd,1610.0,0,GasA,2,1Story,1,3,Lvl,2,11358.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,NWAmes,0.0,6,6,2,0.0,0,CompShg,Hip,Normal,WD,256.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1124.0,458.0,3,202.0,1972,1987,2007,185000.0,12.128111104060462 +1869,534151090,1594.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1594.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,472.0,2,3,2,3,Attchd,1594.0,0,GasA,4,1Story,1,3,Lvl,2,9547.0,Inside,3,0.0,020,RL,112.0,BrkFace,NA,0.0,7,6.0,NWAmes,80.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1594.0,270.0,3,190.0,1993,1993,2007,188500.0,12.146853285870202 +1870,534151180,1091.0,984.0,0.0,NA,3,1Fam,3,1,1,0,4,329.0,819.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,473.0,2,3,1,3,Attchd,2075.0,1,GasA,4,2Story,1,3,Lvl,2,10530.0,Inside,3,0.0,060,RL,194.0,BrkFace,NA,0.0,8,7.0,NWAmes,86.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1148.0,321.0,3,235.0,1993,1993,2007,255000.0,12.449018824140563 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Sdng,2,3,1,CBlock,1,6,286.0,1,3,2,3,Attchd,1422.0,0,GasA,2,1Story,1,2,Lvl,2,12342.0,Inside,2,0.0,020,RL,0.0,None,Shed,600.0,8,7.0,Names,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,978.0,36.0,3,0.0,1960,1978,2007,139900.0,11.848683160653573 +1882,534275170,958.0,0.0,0.0,NA,2,1Fam,3,2,0,0,3,460.0,498.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,301.0,1,3,2,3,Attchd,958.0,0,GasA,2,1Story,1,2,Lvl,2,12772.0,CulDSac,2,0.0,020,RL,0.0,None,Gar2,15500.0,4,3.0,Names,0.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,958.0,0.0,3,0.0,1960,1998,2007,151500.0,11.928340903931561 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Sdng,Plywood,3,3,1,CBlock,1,7,286.0,1,3,2,3,Attchd,1374.0,0,GasA,2,1Story,1,2,Lvl,2,11382.0,Inside,2,0.0,020,RL,212.0,BrkFace,NA,0.0,8,7.0,Names,28.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1130.0,112.0,3,0.0,1964,1964,2007,147000.0,11.898187865760873 +1896,534425015,1652.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,206.0,1386.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,510.0,2,3,2,3,Attchd,1652.0,1,GasA,3,1Story,1,3,Lvl,2,22002.0,Corner,3,0.0,020,RL,136.0,BrkFace,NA,0.0,7,6.0,Names,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,201.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1592.0,201.0,3,0.0,1959,1991,2007,200000.0,12.206072645530174 +1897,534425080,1429.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,331.0,594.0,219.0,4,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,572.0,2,3,1,3,Attchd,1429.0,0,GasA,4,1Story,1,3,Lvl,2,14585.0,CulDSac,2,0.0,020,RL,85.0,BrkFace,NA,0.0,6,5.0,Names,110.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1144.0,326.0,3,216.0,1960,1987,2007,181900.0,12.111212364506214 +1898,534427140,1327.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,658.0,405.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,624.0,2,3,1,3,Detchd,1327.0,0,GasA,3,1Story,1,3,Lvl,2,7388.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1063.0,0.0,3,0.0,1959,2002,2007,150750.0,11.923378114589433 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Sdng,HdBoard,3,0,0,PConc,1,7,512.0,2,3,1,3,Attchd,908.0,0,GasA,2,1.5Unf,1,2,Lvl,2,12172.0,Inside,3,0.0,045,RL,0.0,None,NA,0.0,10,9.0,Names,24.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,192.0,Pave,4,1.3862943611198906,1.0,0.0,822.0,500.0,3,284.0,1940,1996,2007,138500.0,11.83862560460953 +1902,534450090,334.0,0.0,0.0,NA,1,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,0.0,1,1,VinylSd,VinylSd,0,0,0,Slab,1,7,0.0,0,0,0,0,NA,334.0,0,GasA,1,1Story,1,1,Low,1,5000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,BrkSide,0.0,2,0,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,2,0.6931471805599453,1.0,0.0,0.0,0.0,3,0.0,1946,1950,2007,39300.0,10.578979797857352 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+1923,535176070,1244.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,467.0,777.0,0.0,3,1,Y,Feedr,Norm,3,0.0,2,2,VinylSd,VinylSd,0,4,2,CBlock,1,7,336.0,1,3,1,3,Attchd,1244.0,1,GasA,4,1Story,1,2,Lvl,2,11988.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,40.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1244.0,40.0,3,0.0,1957,1957,2007,150000.0,11.918390573078392 +1924,535177020,1144.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1144.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,4,1,CBlock,1,7,336.0,1,3,2,3,Attchd,1144.0,0,GasA,2,1Story,1,2,Lvl,2,9100.0,Inside,3,0.0,020,RL,69.0,BrkCmn,NA,0.0,6,5.0,Names,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1144.0,0.0,3,0.0,1960,1960,2007,120000.0,11.695247021764184 +1925,535177110,1721.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,525.0,668.0,138.0,4,3,Y,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,3,CBlock,1,7,464.0,2,3,1,3,Attchd,1721.0,0,GasA,3,1Story,1,2,Lvl,2,9736.0,Inside,3,0.0,020,RL,289.0,BrkFace,NA,0.0,4,3.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,1331.0,0.0,3,0.0,1957,1969,2007,174850.0,12.071683742491523 +1926,535179120,922.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,410.0,512.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,2,0,0,CBlock,1,7,308.0,1,3,1,3,Attchd,922.0,0,GasA,2,1Story,1,2,Lvl,2,9770.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,34.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,922.0,34.0,3,0.0,1957,1957,2007,116000.0,11.661345470088502 +1927,535180030,1048.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,462.0,586.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,1048.0,0,GasA,2,1Story,1,2,Lvl,2,10152.0,Inside,3,0.0,020,RL,120.0,BrkFace,NA,0.0,6,5.0,Names,20.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,192.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1048.0,212.0,3,0.0,1956,1956,2007,135000.0,11.813030057420567 +1928,535181030,1657.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,420.0,1237.0,0.0,2,1,Y,PosN,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,484.0,2,3,1,3,Attchd,1657.0,0,GasA,3,1Story,1,2,Lvl,2,12155.0,Inside,0,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Names,0.0,2,5,2,0.0,0,CompShg,Gable,Normal,WD,147.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1657.0,147.0,3,0.0,1970,1970,2007,163500.0,12.004568269319446 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Sdng,0,0,0,CBlock,1,7,410.0,2,3,1,3,Detchd,948.0,0,GasA,2,1Story,1,2,Lvl,2,10950.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Names,48.0,5,5,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,948.0,48.0,3,0.0,1952,1952,2007,125000.0,11.736069016284437 +1934,535304170,1040.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,0.0,85.0,955.0,3,5,Y,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,293.0,1,3,3,3,Attchd,1040.0,0,GasA,2,1Story,1,2,Lvl,2,7942.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1040.0,0.0,3,0.0,1953,1953,2007,136000.0,11.820410164718188 +1935,535305180,1008.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,365.0,643.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,240.0,1,3,1,3,Attchd,1008.0,0,GasA,3,1Story,1,3,Lvl,2,8923.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,18.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1008.0,18.0,3,0.0,1953,2006,2007,134500.0,11.809319478024031 +1936,535325090,925.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,120.0,114.0,691.0,3,5,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,252.0,1,3,1,3,Detchd,925.0,0,GasA,2,1Story,1,3,Lvl,2,8540.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,925.0,152.0,3,152.0,1956,2003,2007,127000.0,11.751942365440728 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Sdng,HdBoard,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1534.0,1,GasA,4,2Story,1,3,Lvl,2,10800.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,OldTown,112.0,8,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,736.0,112.0,3,0.0,1895,1999,2007,148000.0,11.904967552746252 +1952,535382150,691.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,691.0,0.0,0.0,1,1,Y,Norm,Norm,3,94.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,216.0,1,3,1,2,Detchd,691.0,0,GasA,4,1Story,1,4,Lvl,2,5400.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,1,0.0,OldTown,20.0,5,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,691.0,114.0,3,0.0,1920,1950,2007,86000.0,11.362102575235644 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Sdng,0,0,0,CBlock,1,7,288.0,1,3,1,3,Attchd,952.0,0,GasA,3,1Story,1,2,Lvl,2,8300.0,Inside,2,0.0,020,RL,86.0,BrkFace,NA,0.0,8,7.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,952.0,0.0,3,0.0,1968,1968,2007,128500.0,11.763684183317412 +1956,535426130,1040.0,1040.0,0.0,NA,5,1Fam,3,3,0,1,4,390.0,650.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,PConc,1,7,504.0,2,3,1,3,Attchd,2080.0,2,GasA,2,2Story,1,1,HLS,0,11606.0,Inside,2,0.0,060,RL,192.0,BrkFace,NA,0.0,9,8.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1040.0,335.0,3,335.0,1969,1969,2007,135000.0,11.813030057420567 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Sdng,2,4,1,CBlock,2,7,315.0,1,3,1,3,Attchd,1846.0,0,GasA,4,1.5Fin,1,2,Lvl,2,10496.0,Inside,3,0.0,050,RL,320.0,BrkFace,NA,0.0,1,0.0,Names,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1040.0,0.0,3,0.0,1949,1950,2007,143000.0,11.870599909242044 +1960,535451040,988.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,246.0,534.0,96.0,4,3,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,276.0,1,3,1,3,Attchd,988.0,0,GasA,2,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,80.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,876.0,80.0,3,0.0,1950,1950,2007,119000.0,11.686878772093667 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Sdng,1,0,0,CBlock,1,7,254.0,1,3,2,3,Attchd,1134.0,0,GasA,4,1Story,1,2,Lvl,2,7000.0,Inside,3,0.0,020,RL,45.0,BrkFace,NA,0.0,4,3.0,Names,16.0,6,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1010.0,16.0,3,0.0,1960,2002,2007,135000.0,11.813030057420567 +1964,535453080,1040.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,466.0,574.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,BrkFace,0,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1040.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,RL,0.0,None,Shed,0.0,7,6.0,Names,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,0.0,3,0.0,1959,2003,2007,152000.0,11.931635799828413 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Sdng,0,0,0,Slab,1,7,300.0,1,3,3,3,Attchd,925.0,0,GasA,3,1Story,1,2,Lvl,2,7000.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,0.0,0.0,3,0.0,1961,1961,2007,99000.0,11.502875129116727 +1970,535476360,1020.0,831.0,0.0,NA,3,1Fam,3,4,0,0,3,169.0,536.0,117.0,4,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,1,2,1,CBlock,2,7,440.0,2,3,2,3,Attchd,1851.0,1,GasA,3,2Story,1,3,Lvl,1,9760.0,Inside,3,0.0,060,RL,340.0,BrkFace,NA,0.0,7,6.0,Names,42.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,822.0,281.0,3,239.0,1964,1993,2007,187000.0,12.138863895836725 +1971,535477130,876.0,936.0,0.0,NA,4,1Fam,3,1,0,0,3,324.0,540.0,0.0,5,1,Y,PosN,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,CBlock,2,7,264.0,1,3,2,3,Attchd,1812.0,0,GasA,2,2Story,1,2,Lvl,2,7590.0,Inside,3,0.0,060,RL,288.0,BrkFace,NA,0.0,7,6.0,Names,168.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,864.0,168.0,3,0.0,1962,1962,2007,169500.0,12.040608205802641 +1972,535477180,864.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,312.0,110.0,442.0,5,4,Y,PosN,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,294.0,1,3,1,3,Detchd,864.0,0,GasA,3,1Story,1,2,Lvl,2,6600.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Names,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,58.0,3,58.0,1962,1962,2007,125500.0,11.740061037553975 +1973,535478040,936.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,162.0,734.0,0.0,5,1,Y,Norm,Norm,4,160.0,2,2,HdBoard,HdBoard,0,1,1,CBlock,1,7,288.0,1,3,2,3,Attchd,936.0,0,GasA,2,SFoyer,1,2,Lvl,2,6760.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,10,9.0,Names,90.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,896.0,274.0,3,24.0,1962,1962,2007,130000.0,11.77528972943772 +1974,902100010,960.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,850.0,0.0,0.0,1,1,Y,Artery,Norm,4,116.0,3,3,MetalSd,MetalSd,0,0,0,BrkTil,1,7,576.0,2,3,2,3,Detchd,960.0,0,GasA,2,1Story,1,2,Bnk,2,6978.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,850.0,116.0,3,0.0,1926,1980,2007,103000.0,11.542484267211773 +1975,902105110,768.0,664.0,0.0,Grvl,2,1Fam,2,1,0,0,2,264.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,3,2,Wd Sdng,WdShing,4,0,0,BrkTil,2,7,360.0,2,4,1,3,Detchd,1432.0,0,GasA,4,2Story,1,2,Lvl,2,9600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,264.0,382.0,3,270.0,1910,2002,2007,132000.0,11.790557201568507 +1976,902106070,866.0,430.0,0.0,Grvl,3,1Fam,3,1,0,0,3,569.0,276.0,0.0,3,1,Y,Norm,Norm,4,175.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,576.0,2,3,1,3,Detchd,1296.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,845.0,175.0,3,0.0,1927,1950,2007,127500.0,11.755871643580617 +1977,902106120,1022.0,0.0,0.0,NA,2,1Fam,2,1,1,0,2,240.0,782.0,0.0,2,1,N,Artery,Norm,2,20.0,2,2,AsbShng,AsbShng,3,4,1,PConc,1,7,184.0,1,2,1,3,Detchd,1022.0,0,GasA,2,1Story,1,1,Lvl,2,4480.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,2,1.0,OldTown,122.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1022.0,142.0,3,0.0,1922,1950,2007,89500.0,11.401993904262946 +1978,902107050,936.0,0.0,0.0,Grvl,2,Duplx,3,4,1,0,4,0.0,936.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,672.0,2,3,1,3,Detchd,936.0,0,GasA,2,SFoyer,1,2,Lvl,2,7200.0,Inside,3,0.0,090,RM,180.0,BrkFace,NA,0.0,8,7.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,936.0,49.0,3,49.0,1980,1980,2007,140000.0,11.84939770159144 +1979,902110010,967.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,967.0,0.0,0.0,1,1,Y,Norm,Norm,4,26.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,180.0,1,3,1,2,Detchd,967.0,0,GasA,3,1Story,1,2,Lvl,2,3153.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,967.0,26.0,3,0.0,1920,1990,2007,99900.0,11.511924964636645 +1980,902125120,1047.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,2,641.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,273.0,1,2,1,2,Detchd,1047.0,0,GasA,3,1Story,1,2,Lvl,2,10800.0,Inside,3,0.0,030,RM,0.0,None,Shed,450.0,8,7.0,OldTown,0.0,6,3,0,0.0,0,CompShg,Mansard,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,641.0,0.0,3,0.0,1885,1995,2007,100000.0,11.512925464970229 +1981,902128160,1072.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,808.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,2,CBlock,1,7,379.0,2,3,1,3,Detchd,1072.0,0,GasA,4,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,030,RM,279.0,Stone,NA,0.0,5,4.0,OldTown,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,808.0,0.0,3,0.0,1940,1950,2007,130000.0,11.77528972943772 +1982,902201090,680.0,494.0,0.0,NA,2,1Fam,2,1,0,0,3,550.0,130.0,0.0,4,1,Y,Norm,Norm,4,40.0,2,2,Stucco,Stucco,3,4,1,BrkTil,1,7,576.0,2,3,1,3,Detchd,1174.0,0,GasA,4,1.5Fin,1,3,Lvl,2,9000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,26.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,680.0,182.0,3,116.0,1900,2006,2007,135000.0,11.813030057420567 +1983,902201130,679.0,504.0,0.0,NA,2,1Fam,3,1,0,0,3,318.0,331.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1183.0,1,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,176.0,6,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,649.0,176.0,3,0.0,1948,2002,2007,120000.0,11.695247021764184 +1984,902202070,1131.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,739.0,168.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Stucco,Stucco,3,0,0,BrkTil,1,7,672.0,2,3,1,3,Detchd,1131.0,0,GasA,2,1Story,1,2,Bnk,2,5925.0,Inside,3,0.0,030,RM,435.0,BrkCmn,NA,0.0,3,2.0,OldTown,72.0,6,3,2,0.0,0,CompShg,Hip,Alloca,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,907.0,72.0,3,0.0,1937,2000,2007,89471.0,11.401669829409995 +1985,902205020,761.0,380.0,0.0,NA,3,1Fam,3,1,0,0,2,0.0,122.0,448.0,2,3,N,Norm,Norm,4,96.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,252.0,1,2,1,2,Detchd,1141.0,0,GasA,3,1.5Fin,1,2,Lvl,2,5925.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,6,1.791759469228055,1.0,0.0,570.0,96.0,3,0.0,1900,1950,2007,85000.0,11.350406535472453 +1986,902205130,960.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,710.0,250.0,0.0,5,1,Y,Norm,Norm,3,168.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,308.0,1,3,1,3,Detchd,960.0,0,GasA,3,1Story,1,1,Lvl,2,6000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,3,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,960.0,168.0,3,0.0,1920,1950,2007,108500.0,11.594505451962652 +1987,902206270,1156.0,642.0,0.0,NA,4,1Fam,3,1,0,0,3,1075.0,0.0,0.0,1,1,Y,Artery,Norm,4,160.0,2,2,MetalSd,MetalSd,3,0,0,PConc,2,7,342.0,2,3,1,3,Detchd,1798.0,1,GasA,4,2Story,1,2,Lvl,2,9639.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,7,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1075.0,160.0,3,0.0,1900,1950,2007,137000.0,11.827736204810263 +1988,902207010,866.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,357.0,329.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,866.0,0,GasA,3,1Story,1,3,Lvl,2,3880.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,8,7.0,OldTown,42.0,8,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,686.0,100.0,3,58.0,1945,1997,2007,110500.0,11.612770799939945 +1989,902207150,968.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,968.0,0.0,0.0,1,1,Y,Norm,Norm,4,184.0,2,3,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,480.0,2,3,1,2,Detchd,968.0,0,GasA,2,1Story,1,2,Lvl,2,8520.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,968.0,184.0,3,0.0,1923,2006,2007,100000.0,11.512925464970229 +1990,902300020,909.0,863.0,0.0,Pave,3,1Fam,3,1,0,0,3,725.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,3,0,0,BrkTil,2,7,816.0,2,3,1,3,Detchd,1772.0,1,GasA,4,2Story,1,3,Lvl,2,10337.0,Inside,2,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,8,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,725.0,0.0,3,0.0,1910,1999,2007,184900.0,12.127570417375216 +1991,902300040,914.0,728.0,0.0,Pave,4,1Fam,3,1,0,1,3,322.0,196.0,210.0,2,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,374.0,1,3,1,3,Detchd,1642.0,1,GasA,2,2Story,1,2,Lvl,2,9863.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Gambrel,Abnorml,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,728.0,0.0,3,0.0,1927,1950,2007,145000.0,11.884489021402711 +1992,902301030,842.0,630.0,0.0,Grvl,3,1Fam,3,2,0,0,3,702.0,0.0,0.0,1,1,Y,Norm,Norm,4,84.0,2,2,VinylSd,VinylSd,2,0,0,PConc,1,7,250.0,1,2,1,3,Detchd,1472.0,0,GasA,3,1.5Fin,1,3,Lvl,2,9600.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,7,4,1,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,702.0,84.0,3,0.0,1925,1994,2007,125000.0,11.736069016284437 +1993,902301130,616.0,616.0,0.0,Grvl,3,1Fam,3,1,0,0,3,448.0,168.0,0.0,4,1,Y,Norm,Norm,4,143.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,480.0,2,2,1,2,Detchd,1232.0,0,GasA,4,2Story,1,2,Lvl,2,4571.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,616.0,423.0,3,280.0,1910,1950,2007,114000.0,11.643953727376633 +1994,902302150,1422.0,915.0,0.0,Grvl,5,2FmCon,3,1,0,0,3,662.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,5,560.0,2,3,1,3,Detchd,2337.0,0,GasA,2,2Story,2,2,Lvl,2,13600.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,9,8.0,OldTown,57.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,662.0,57.0,3,0.0,1900,1950,2007,90000.0,11.407564949312402 +1995,902303100,991.0,659.0,0.0,Grvl,3,1Fam,4,1,0,0,4,667.0,259.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,468.0,2,3,1,3,Detchd,1650.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8398.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,11,10.0,OldTown,103.0,7,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,926.0,231.0,3,128.0,1910,1990,2007,144100.0,11.878262781987614 +1996,902304040,1178.0,1032.0,0.0,NA,5,1Fam,3,2,0,0,3,1008.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,205.0,1,3,1,2,Detchd,2210.0,0,GasW,2,2Story,1,1,Lvl,2,9900.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,48.0,3,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1008.0,48.0,3,0.0,1880,1950,2007,117500.0,11.67419361256635 +1997,902305010,687.0,671.0,0.0,Grvl,3,1Fam,2,1,0,0,3,371.0,316.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,3,4,1,BrkTil,1,7,336.0,1,3,1,3,Detchd,1358.0,1,GasA,3,2Story,1,3,Lvl,2,3600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,OldTown,32.0,6,4,2,0.0,0,CompShg,Gambrel,Partial,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,687.0,32.0,3,0.0,1930,2005,2007,124500.0,11.732060994886899 +1998,902330090,1312.0,1142.0,0.0,Grvl,3,1Fam,3,1,0,0,3,819.0,0.0,0.0,1,1,Y,Norm,Norm,3,150.0,3,2,Wd Sdng,Wd Sdng,3,4,1,PConc,2,7,576.0,2,3,1,3,Attchd,2454.0,0,GasA,2,2.5Unf,1,2,Lvl,2,13500.0,Corner,3,0.0,075,RM,0.0,None,NA,0.0,2,1.0,OldTown,148.0,7,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,819.0,298.0,3,0.0,1879,1987,2007,185000.0,12.128111104060462 +1999,902332030,1260.0,1031.0,0.0,NA,4,2FmCon,2,2,0,1,3,168.0,1046.0,0.0,3,1,N,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,2,7,506.0,2,3,1,3,Detchd,2291.0,0,GasW,4,2.5Unf,2,2,Lvl,2,7200.0,Corner,3,0.0,190,C,0.0,None,NA,0.0,11,10.0,OldTown,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,99.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1214.0,99.0,3,0.0,1910,1998,2007,133900.0,11.804848531679264 +2000,902401030,1149.0,467.0,0.0,Pave,3,1Fam,3,2,0,0,3,779.0,370.0,0.0,2,1,Y,Norm,Norm,3,183.0,3,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,216.0,1,3,1,3,Detchd,1616.0,0,GasA,3,1Story,1,3,Lvl,2,5400.0,Corner,3,0.0,040,RM,0.0,None,NA,0.0,10,9.0,OldTown,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1149.0,183.0,3,0.0,1926,2004,2007,152000.0,11.931635799828413 +2001,902404010,1559.0,0.0,0.0,Pave,2,1Fam,3,1,1,0,3,1221.0,338.0,0.0,3,1,Y,Norm,Norm,4,230.0,2,2,VinylSd,VinylSd,2,0,0,BrkTil,1,5,812.0,2,3,1,3,Detchd,1559.0,0,GasA,3,1Story,1,2,Lvl,2,8100.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,116.0,5,4,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1559.0,346.0,3,0.0,1948,1973,2007,153500.0,11.941455846009388 +2002,902408080,1576.0,978.0,0.0,Grvl,3,1Fam,3,1,0,0,3,718.0,0.0,0.0,1,1,Y,Norm,Norm,4,143.0,3,2,Wd Sdng,VinylSd,0,0,0,BrkTil,1,7,704.0,2,3,1,3,Detchd,2554.0,1,GasA,4,2Story,1,2,Bnk,2,10800.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,OldTown,48.0,7,6,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,718.0,191.0,3,0.0,1890,1998,2007,159500.0,11.979799201207037 +2003,902427040,912.0,336.0,0.0,NA,2,1Fam,3,1,0,0,3,588.0,324.0,0.0,2,1,Y,Norm,Norm,3,192.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,160.0,1,2,1,2,Detchd,1248.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9439.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,912.0,192.0,3,0.0,1930,1950,2007,87000.0,11.37366339763672 +2004,902427140,968.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,331.0,1,3,1,2,Attchd,968.0,0,GasA,3,1Story,1,2,Lvl,2,8626.0,Inside,3,0.0,020,RM,1.0,None,NA,0.0,5,4.0,OldTown,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,0.0,3,0.0,1956,1956,2007,104500.0,11.556942350387002 +2005,902427180,1382.0,0.0,0.0,NA,1,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Stucco,Wd Sdng,0,3,1,Slab,2,4,384.0,1,3,2,3,Attchd,1382.0,0,GasA,4,SLvl,1,2,Lvl,2,11800.0,Inside,3,0.0,080,RM,0.0,None,NA,0.0,5,4.0,OldTown,40.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,40.0,3,0.0,1949,2002,2007,110000.0,11.608235644774552 +2006,903201090,916.0,144.0,0.0,NA,1,1Fam,3,1,1,0,3,212.0,317.0,227.0,2,3,N,Norm,Norm,3,0.0,3,2,MetalSd,MetalSd,0,4,1,PConc,1,4,308.0,1,3,1,2,Detchd,1060.0,0,GasA,2,1Story,1,2,Bnk,1,6854.0,Inside,3,0.0,040,RL,0.0,None,NA,0.0,8,7.0,BrkSide,65.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,150.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,756.0,215.0,3,0.0,1925,1994,2007,136500.0,11.824079893607152 +2007,903204030,910.0,525.0,0.0,NA,3,1Fam,3,1,1,0,2,0.0,910.0,0.0,3,1,Y,RRNn,Artery,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,1435.0,0,GasA,2,1.5Fin,1,2,HLS,2,8674.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,33.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,910.0,33.0,3,0.0,1950,1950,2007,128250.0,11.761736763033015 +2008,903205085,1167.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,270.0,645.0,0.0,4,1,Y,Norm,Norm,4,216.0,1,2,Stucco,Stucco,0,4,1,BrkTil,1,3,495.0,2,3,1,3,Detchd,1167.0,0,GasA,2,1Story,1,2,Lvl,2,8731.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,126.0,Pave,6,1.791759469228055,1.0,0.0,915.0,342.0,3,0.0,1920,1950,2007,144000.0,11.877568578558138 +2009,903206170,915.0,720.0,144.0,NA,3,1Fam,3,1,0,0,4,765.0,300.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,BrkFace,Wd Sdng,0,4,1,BrkTil,1,7,440.0,2,3,1,3,Detchd,1635.0,1,GasA,4,1.5Fin,1,2,Bnk,2,8737.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,5,4.0,BrkSide,38.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1065.0,182.0,3,0.0,1923,1950,2007,210000.0,12.254862809699606 +2010,903225040,728.0,546.0,0.0,NA,3,1Fam,3,1,0,0,3,422.0,306.0,0.0,3,1,Y,Norm,Norm,4,192.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,2,7,224.0,1,3,1,2,Detchd,1274.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6125.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,728.0,192.0,3,0.0,1939,1998,2007,135000.0,11.813030057420567 +2011,903227140,608.0,624.0,0.0,NA,3,1Fam,3,2,0,0,3,324.0,276.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,VinylSd,2,3,2,CBlock,1,7,217.0,1,3,1,3,Attchd,1232.0,1,GasA,4,2Story,1,2,Lvl,2,6000.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,2,1.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,600.0,0.0,3,0.0,1939,1950,2007,128000.0,11.759785542901755 +2012,903228080,869.0,349.0,0.0,NA,3,1Fam,4,1,0,1,3,360.0,375.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,440.0,2,3,1,3,Detchd,1218.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,735.0,0.0,3,0.0,1941,1950,2007,131000.0,11.782952602183288 +2013,903231050,884.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,884.0,0.0,0.0,1,1,Y,Norm,Norm,4,136.0,2,3,AsbShng,AsbShng,3,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,884.0,0,GasA,4,1.5Unf,1,2,Lvl,2,6120.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,884.0,136.0,3,0.0,1939,1950,2007,113000.0,11.635143097694478 +2014,903231090,861.0,548.0,0.0,NA,3,1Fam,3,1,1,0,3,809.0,52.0,0.0,2,1,Y,Norm,Norm,4,84.0,2,2,VinylSd,VinylSd,0,4,1,BrkTil,1,7,528.0,2,3,1,3,Detchd,1409.0,1,GasA,3,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,3,2.0,BrkSide,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,861.0,309.0,3,225.0,1938,1950,2007,126000.0,11.744037185933616 +2015,903231180,899.0,423.0,0.0,NA,4,1Fam,3,1,1,0,3,624.0,48.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,7,280.0,1,3,1,3,Detchd,1322.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,672.0,0.0,3,0.0,1939,1952,2007,132000.0,11.790557201568507 +2016,903232100,1014.0,412.0,0.0,NA,3,1Fam,3,1,0,0,3,966.0,0.0,0.0,1,1,Y,Norm,Norm,4,96.0,2,2,Wd Sdng,Wd Sdng,4,4,1,BrkTil,1,7,230.0,1,3,1,2,Detchd,1426.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,966.0,270.0,3,174.0,1930,1992,2007,131750.0,11.788661466403608 +2017,903233030,903.0,378.0,0.0,NA,2,1Fam,3,1,1,0,3,405.0,351.0,0.0,5,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,379.0,2,3,1,3,Detchd,1281.0,0,GasA,3,1.5Fin,1,3,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,756.0,25.0,3,25.0,1926,1950,2007,132500.0,11.794337924408413 +2018,903233050,939.0,574.0,0.0,NA,4,1Fam,3,2,0,0,3,939.0,0.0,0.0,1,1,Y,Norm,Norm,4,150.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,180.0,1,2,1,2,Detchd,1513.0,1,GasA,4,2Story,1,2,Lvl,2,6120.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,BrkSide,0.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,939.0,174.0,3,24.0,1920,2004,2007,137500.0,11.831379196088763 +2019,903233140,854.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,832.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,4,0,0,BrkTil,1,7,576.0,2,3,1,3,Detchd,854.0,0,GasA,4,1.5Unf,1,2,Lvl,2,6120.0,Corner,3,0.0,045,RM,0.0,None,NA,0.0,7,6.0,BrkSide,112.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,832.0,160.0,3,48.0,1929,2001,2007,132000.0,11.790557201568507 +2020,903233180,959.0,408.0,0.0,NA,3,1Fam,2,1,0,0,3,459.0,425.0,0.0,2,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,560.0,1,3,1,3,Detchd,1367.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,11,10.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,120.0,Pave,6,1.791759469228055,1.0,0.0,884.0,120.0,3,0.0,1931,1950,2007,127500.0,11.755871643580617 +2021,903234160,986.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,960.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,180.0,1,3,1,3,Detchd,986.0,0,GasA,2,1Story,1,2,Lvl,2,6180.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,BrkSide,128.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,960.0,128.0,3,0.0,1926,1950,2007,102000.0,11.532728092266408 +2022,903236130,1100.0,1164.0,0.0,NA,4,1Fam,3,1,0,0,3,1100.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,3,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,2,7,408.0,1,3,1,3,Detchd,2264.0,1,GasA,4,2Story,1,2,Lvl,2,7755.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,152.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1100.0,152.0,3,0.0,1918,1995,2007,200000.0,12.206072645530174 +2023,903400040,1060.0,764.0,0.0,Pave,3,1Fam,3,1,0,0,3,764.0,0.0,0.0,1,1,Y,Norm,Norm,3,126.0,2,2,Wd Sdng,Wd Sdng,4,4,1,PConc,1,7,520.0,2,3,1,3,Detchd,1824.0,0,GasA,4,2Story,1,2,Lvl,2,13515.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,5,5,0,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,764.0,126.0,3,0.0,1919,1950,2007,180500.0,12.103486056755072 +2024,903401070,752.0,624.0,0.0,Pave,3,1Fam,3,1,0,0,3,768.0,0.0,0.0,1,1,Y,Norm,Norm,4,144.0,3,2,Wd Sdng,WdShing,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1376.0,0,GasA,4,1.5Fin,1,3,Bnk,2,8850.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,2,1.0,BrkSide,54.0,6,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,768.0,198.0,3,0.0,1920,1950,2007,165000.0,12.013700752882718 +2025,903425270,960.0,356.0,0.0,NA,4,1Fam,3,1,0,0,2,750.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1316.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8550.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,BrkSide,0.0,4,4,2,0.0,0,CompShg,Gable,Family,ConLw,0.0,Pave,7,1.9459101490553132,1.0,0.0,750.0,0.0,3,0.0,1926,1950,2007,90000.0,11.407564949312402 +2026,903425280,698.0,698.0,0.0,NA,3,1Fam,3,1,0,0,3,698.0,0.0,0.0,1,1,Y,RRAn,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,384.0,1,3,1,3,Detchd,1396.0,0,GasA,4,2Story,1,2,Lvl,2,8730.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,259.0,Pave,7,1.9459101490553132,1.0,0.0,698.0,259.0,3,0.0,1915,2003,2007,153575.0,11.941944326032129 +2027,903426010,672.0,672.0,0.0,NA,3,1Fam,3,1,1,0,3,336.0,336.0,0.0,3,1,N,Feedr,Norm,3,70.0,2,2,Wd Sdng,WdShing,4,4,1,BrkTil,1,7,456.0,2,3,1,3,Attchd,1344.0,1,GasA,3,2Story,1,3,Lvl,2,5700.0,Corner,2,0.0,070,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,672.0,70.0,3,0.0,1929,1990,2007,140000.0,11.84939770159144 +2028,903427040,1664.0,862.0,0.0,Grvl,5,1Fam,3,1,0,0,3,0.0,168.0,546.0,3,2,N,Artery,Norm,4,0.0,3,2,Stucco,Stucco,2,4,1,BrkTil,2,7,216.0,1,3,1,3,Detchd,2526.0,0,GasW,2,1.5Fin,1,3,Lvl,2,8520.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,OldTown,15.0,6,5,2,0.0,0,CompShg,Gable,Family,CWD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,714.0,103.0,3,88.0,1916,1950,2007,136000.0,11.820410164718188 +2029,903430040,933.0,240.0,0.0,Grvl,3,1Fam,3,1,0,0,3,592.0,0.0,0.0,1,1,N,Norm,Norm,3,77.0,2,2,AsbShng,AsbShng,3,0,0,CBlock,2,7,240.0,1,2,1,3,Detchd,1173.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5680.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,9,8.0,OldTown,25.0,3,4,2,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,592.0,102.0,3,0.0,1901,1950,2007,113000.0,11.635143097694478 +2030,903430050,969.0,245.0,0.0,Grvl,2,1Fam,3,1,0,0,3,969.0,0.0,0.0,1,1,N,Norm,Norm,3,77.0,2,2,AsbShng,AsbShng,3,0,0,CBlock,1,7,216.0,1,3,1,3,Detchd,1214.0,0,GasA,2,1.5Fin,1,2,Lvl,2,5680.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,9,8.0,OldTown,0.0,2,4,0,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,969.0,77.0,3,0.0,1901,1950,2007,117000.0,11.669929213779893 +2031,903450060,1226.0,592.0,0.0,NA,4,1Fam,3,1,0,0,3,816.0,224.0,0.0,2,1,Y,Norm,Norm,2,0.0,1,2,Stucco,Stucco,0,3,2,PConc,1,7,240.0,1,3,1,3,Detchd,1818.0,1,GasA,4,1.5Fin,1,2,Lvl,2,7758.0,Corner,3,0.0,050,RM,600.0,BrkFace,NA,0.0,6,5.0,IDOTRR,0.0,3,6,2,0.0,0,CompShg,Gable,Normal,WD,184.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1040.0,184.0,3,0.0,1931,1950,2007,169500.0,12.040608205802641 +2032,903451110,1108.0,0.0,0.0,Grvl,3,1Fam,3,1,0,0,3,637.0,0.0,0.0,1,1,Y,Norm,Norm,2,205.0,2,2,Wd Sdng,Wd Sdng,4,4,1,PConc,1,7,280.0,1,3,1,3,Attchd,1108.0,0,GasA,4,1.5Unf,1,3,Bnk,2,7449.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,6,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,637.0,205.0,3,0.0,1930,1950,2007,139400.0,11.845102777308561 +2033,903453080,1497.0,797.0,0.0,NA,5,1Fam,3,1,0,0,3,366.0,375.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,4,1,CBlock,3,7,658.0,2,3,1,3,Attchd,2294.0,0,GasA,1,SLvl,1,2,Lvl,2,13200.0,Corner,3,0.0,080,RM,234.0,BrkFace,NA,0.0,4,3.0,IDOTRR,110.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,741.0,110.0,3,0.0,1963,1963,2007,202500.0,12.218495165528731 +2034,903454010,773.0,582.0,0.0,NA,3,1Fam,3,1,0,0,3,684.0,0.0,0.0,1,1,Y,Norm,Norm,4,115.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1355.0,1,GasA,2,2Story,1,3,Lvl,2,6882.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,684.0,251.0,3,136.0,1914,2006,2007,127000.0,11.751942365440728 +2035,903454090,780.0,595.0,0.0,NA,3,1Fam,3,1,0,0,3,780.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,1,PConc,1,7,544.0,1,3,1,3,Detchd,1375.0,1,GasA,2,1.5Fin,1,3,Bnk,2,9000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,12,11.0,IDOTRR,162.0,5,5,1,0.0,0,CompShg,Gable,Normal,WD,126.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,780.0,288.0,3,0.0,1937,1950,2007,141000.0,11.856515169360305 +2036,903456110,976.0,976.0,0.0,Grvl,4,1Fam,3,1,0,0,3,224.0,354.0,398.0,2,3,Y,Norm,Norm,4,0.0,4,2,VinylSd,VinylSd,0,3,2,CBlock,1,7,299.0,1,3,3,3,Detchd,1952.0,1,GasA,4,2Story,1,3,Lvl,2,9780.0,Inside,3,0.0,060,RM,0.0,None,NA,0.0,4,3.0,IDOTRR,0.0,8,6,2,0.0,0,CompShg,Gable,Normal,WD,216.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,976.0,501.0,3,285.0,1950,2005,2007,212300.0,12.265755647691348 +2037,903457040,1138.0,1042.0,0.0,Grvl,3,1Fam,2,1,0,0,3,763.0,375.0,0.0,2,1,Y,Norm,Norm,4,170.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,720.0,2,3,1,3,Detchd,2180.0,1,GasA,3,1.5Fin,1,2,Lvl,2,10320.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,4,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1138.0,170.0,3,0.0,1915,1950,2007,161000.0,11.9891596439666 +2038,903457130,838.0,477.0,0.0,Grvl,3,2FmCon,3,1,1,0,2,0.0,681.0,127.0,3,5,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,436.0,2,3,2,3,Detchd,1315.0,0,GasA,2,1.5Fin,1,2,Lvl,2,4330.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,2,1.0,IDOTRR,0.0,5,3,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,808.0,0.0,3,0.0,1958,1958,2007,99500.0,11.507912923146684 +2039,903458020,581.0,530.0,0.0,NA,3,1Fam,2,1,0,0,3,530.0,0.0,0.0,1,1,N,Norm,Norm,4,144.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,288.0,1,3,1,3,Detchd,1111.0,0,GasA,2,2.5Unf,1,1,Lvl,2,7200.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,530.0,144.0,3,0.0,1920,1996,2007,101000.0,11.522875795823397 +2040,903458060,1196.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,999.0,197.0,0.0,2,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,440.0,2,3,1,3,Detchd,1196.0,0,GasA,4,1Story,1,2,Lvl,2,4800.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1196.0,0.0,3,0.0,1916,1990,2007,109900.0,11.607326140391713 +2041,903475040,854.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,360.0,360.0,0.0,3,1,Y,Feedr,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,660.0,2,3,1,3,Detchd,1382.0,1,GasA,2,1.5Fin,1,2,Lvl,2,12358.0,Inside,2,528.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,720.0,237.0,3,237.0,1941,1950,2007,128500.0,11.763684183317412 +2042,903475060,964.0,925.0,0.0,NA,4,2FmCon,3,1,0,0,3,925.0,0.0,0.0,1,1,N,Feedr,Norm,2,264.0,2,1,Wd Sdng,Wd Sdng,3,4,1,CBlock,1,7,308.0,1,3,1,3,Detchd,1889.0,1,GasA,2,2.5Unf,2,2,Bnk,2,10120.0,Inside,2,0.0,190,RM,0.0,None,NA,0.0,1,0.0,OldTown,0.0,3,6,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,925.0,264.0,3,0.0,1910,1950,2007,122000.0,11.711776323715394 +2043,903476100,840.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,556.0,116.0,0.0,2,1,Y,Feedr,Norm,4,0.0,3,2,WdShing,Wd Sdng,0,3,1,BrkTil,1,7,0.0,0,0,0,0,NA,840.0,0,GasA,4,1.5Unf,1,2,Bnk,2,4388.0,Inside,2,0.0,045,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,672.0,0.0,3,0.0,1930,1950,2007,87000.0,11.37366339763672 +2044,903484080,866.0,504.0,0.0,Grvl,3,1Fam,2,1,0,0,3,771.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,1,1,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,0,264.0,1,2,1,3,Detchd,1484.0,0,GasA,1,1.5Fin,1,2,Lvl,2,10320.0,Corner,3,114.0,050,RM,0.0,None,NA,0.0,9,8.0,IDOTRR,211.0,0,3,0,0.0,0,CompShg,Gable,Abnorml,COD,84.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,771.0,309.0,3,14.0,1910,1950,2007,50000.0,10.819778284410283 +2045,904100100,1262.0,1005.0,0.0,NA,3,1Fam,3,1,1,0,3,717.0,288.0,0.0,5,1,Y,Feedr,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,498.0,2,3,3,3,Attchd,2267.0,1,GasA,2,2Story,1,2,Bnk,2,12888.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1005.0,521.0,3,521.0,1937,1980,2007,219000.0,12.296827008798639 +2046,904101070,1636.0,971.0,0.0,NA,3,1Fam,3,1,0,0,3,977.0,152.0,469.0,3,4,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,4,1,CBlock,3,3,0.0,0,0,0,0,NA,3086.0,0,GasA,2,1.5Fin,1,4,Bnk,2,18030.0,Inside,2,479.0,050,RL,0.0,None,NA,0.0,3,2.0,ClearCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,12,2.4849066497880004,3.0,1.4641016151377544,1598.0,122.0,3,122.0,1946,1994,2007,200500.0,12.20856952572876 +2047,904301110,756.0,378.0,0.0,NA,3,1Fam,3,1,1,0,3,444.0,312.0,0.0,5,1,N,Norm,Norm,2,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,240.0,1,3,1,3,Detchd,1134.0,1,GasA,1,1.5Fin,1,2,Lvl,2,8160.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,4,1,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,756.0,0.0,3,0.0,1940,1950,2007,126000.0,11.744037185933616 +2048,904302010,778.0,504.0,0.0,NA,2,2FmCon,3,1,1,0,3,187.0,485.0,0.0,5,1,N,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1282.0,0,GasA,2,1.5Fin,1,2,Lvl,2,4484.0,Corner,2,0.0,190,RL,0.0,None,NA,0.0,7,6.0,SWISU,88.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,672.0,88.0,3,0.0,1942,1979,2007,108500.0,11.594505451962652 +2049,905100060,999.0,0.0,0.0,NA,3,2FmCon,3,3,1,0,4,0.0,925.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,308.0,1,3,1,3,Detchd,999.0,0,GasA,2,SFoyer,1,2,Lvl,2,11235.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,3,2.0,Sawyer,176.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,925.0,216.0,3,40.0,1963,1963,2007,130000.0,11.77528972943772 +2050,905100080,1452.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,635.0,785.0,0.0,4,1,Y,Norm,Norm,4,88.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,5,572.0,2,3,1,3,Detchd,1452.0,0,GasA,3,SFoyer,1,2,Lvl,2,11235.0,Inside,3,0.0,085,RL,30.0,BrkFace,NA,0.0,11,10.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1420.0,180.0,3,92.0,1964,1980,2007,158450.0,11.973194365119067 +2051,905101070,1005.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,348.0,513.0,144.0,3,2,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,440.0,2,3,1,3,Detchd,1005.0,0,GasA,2,1Story,1,2,Lvl,2,14299.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,2,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1005.0,0.0,3,0.0,1964,1964,2007,115400.0,11.656159633056136 +2052,905101200,1029.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,126.0,903.0,0.0,3,1,Y,Feedr,Norm,4,39.0,1,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,261.0,1,3,1,3,Attchd,1029.0,0,GasA,3,1Story,1,2,Lvl,2,7943.0,Inside,3,0.0,020,RL,192.0,BrkCmn,NA,0.0,4,3.0,Sawyer,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1029.0,103.0,3,64.0,1961,1961,2007,118500.0,11.682668239557323 +2053,905102010,1020.0,0.0,0.0,NA,3,1Fam,3,4,0,1,3,190.0,68.0,722.0,2,4,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,1,1,CBlock,2,7,528.0,2,3,1,3,Detchd,1020.0,0,GasA,2,SLvl,1,2,Lvl,2,14149.0,Inside,2,0.0,080,RL,50.0,BrkFace,NA,0.0,5,4.0,Sawyer,0.0,7,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,980.0,0.0,3,0.0,1964,2001,2007,165000.0,12.013700752882718 +2054,905103110,1040.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,30.0,249.0,761.0,3,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,264.0,1,3,2,3,Attchd,1040.0,0,GasA,2,1Story,1,2,Lvl,2,11677.0,Inside,2,0.0,020,RL,442.0,BrkFace,NA,0.0,2,1.0,Sawyer,90.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,90.0,3,0.0,1966,1966,2007,123000.0,11.719939634354555 +2055,905104030,913.0,0.0,0.0,NA,3,1Fam,3,4,1,0,3,0.0,187.0,627.0,2,3,Y,Norm,Norm,4,252.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,913.0,0,GasA,3,SFoyer,1,2,Lvl,2,8400.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,814.0,252.0,3,0.0,1966,1966,2007,129000.0,11.76756768334381 +2056,905104090,894.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,340.0,180.0,374.0,3,2,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,384.0,1,3,2,3,Detchd,894.0,0,GasA,2,1Story,1,2,Lvl,2,7094.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,894.0,0.0,3,0.0,1966,1966,2007,125000.0,11.736069016284437 +2057,905104170,948.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,948.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,PConc,1,7,300.0,1,3,1,3,Attchd,948.0,0,GasA,2,1Story,1,2,Lvl,2,8978.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,948.0,147.0,3,147.0,1968,1968,2007,108000.0,11.589886506106357 +2058,905104240,868.0,0.0,0.0,NA,2,2FmCon,3,3,1,0,4,20.0,748.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,4,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,868.0,0,GasA,3,1Story,1,2,Lvl,2,8425.0,FR3,3,0.0,190,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,768.0,138.0,3,138.0,1971,1990,2007,119900.0,11.694413341015606 +2059,905105040,897.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,420.0,168.0,288.0,3,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,264.0,1,3,2,3,Attchd,897.0,0,GasA,2,1Story,1,2,Lvl,2,8665.0,Inside,2,0.0,020,RL,89.0,BrkFace,NA,0.0,1,0.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,876.0,0.0,3,0.0,1968,1968,2007,115000.0,11.652687407345388 +2060,905105170,943.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,300.0,114.0,529.0,2,4,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,528.0,2,3,1,3,Detchd,943.0,0,GasA,2,1Story,1,2,Lvl,2,8398.0,Inside,2,0.0,020,RL,323.0,BrkFace,NA,0.0,6,5.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,943.0,132.0,3,132.0,1967,1967,2007,134500.0,11.809319478024031 +2061,905105260,955.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,192.0,763.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,386.0,1,3,1,3,Attchd,955.0,0,GasA,4,1Story,1,2,Lvl,2,7742.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,955.0,0.0,3,0.0,1966,1966,2007,127000.0,11.751942365440728 +2062,905106150,894.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,402.0,492.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,1,1,CBlock,1,7,450.0,2,3,3,3,Attchd,894.0,0,GasA,3,1Story,1,2,Lvl,2,8724.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,894.0,0.0,3,0.0,1968,1968,2007,129000.0,11.76756768334381 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+2065,905201080,1375.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,332.0,386.0,522.0,3,5,Y,PosA,Norm,4,0.0,2,2,BrkFace,BrkFace,0,4,1,CBlock,1,7,323.0,1,3,1,3,Attchd,1375.0,0,GasA,3,1Story,1,2,Bnk,1,14175.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1240.0,0.0,3,0.0,1956,1998,2007,187000.0,12.138863895836725 +2066,905225020,1567.0,1087.0,0.0,NA,4,1Fam,3,1,0,0,4,404.0,267.0,0.0,4,1,Y,Feedr,Norm,4,0.0,1,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,3,4,638.0,2,3,1,3,Attchd,2654.0,0,GasA,1,2Story,1,2,Lvl,2,16779.0,Inside,3,0.0,060,RL,356.0,BrkFace,Shed,500.0,5,4.0,Sawyer,570.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,3.0,1.4641016151377544,671.0,698.0,3,128.0,1920,1996,2007,158000.0,11.970350312009105 +2067,905226050,1416.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,3,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,576.0,2,3,1,3,Attchd,1416.0,0,GasA,4,1Story,1,3,Lvl,2,25339.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Sawyer,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,816.0,112.0,3,0.0,1918,2007,2007,112000.0,11.626254150277232 +2068,905226080,798.0,504.0,0.0,NA,2,1Fam,3,1,0,0,3,422.0,258.0,0.0,5,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,3,4,2,BrkTil,1,7,224.0,1,3,1,3,Attchd,1302.0,1,GasA,4,1.5Fin,1,3,Lvl,2,6960.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,126.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,680.0,126.0,3,0.0,1940,1998,2007,165250.0,12.015214757713933 +2069,905226130,1299.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,231.0,736.0,0.0,3,1,Y,Norm,Norm,4,280.0,2,2,VinylSd,VinylSd,0,3,1,CBlock,1,7,494.0,2,3,1,3,Attchd,1299.0,0,GasA,2,1Story,1,3,Lvl,2,11375.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Sawyer,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,967.0,361.0,3,81.0,1954,1995,2007,150000.0,11.918390573078392 +2070,905226170,1176.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,95.0,190.0,873.0,3,4,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,4,2,CBlock,1,7,303.0,1,3,1,3,Attchd,1176.0,0,GasA,2,1Story,1,2,Lvl,2,13770.0,Corner,3,0.0,020,RL,340.0,BrkFace,NA,0.0,10,9.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,VWD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1158.0,0.0,3,0.0,1958,1998,2007,137000.0,11.827736204810263 +2071,905228020,998.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,3,140.0,2,1,Wd Sdng,Wd Sdng,0,0,0,Slab,1,5,460.0,2,3,1,2,2Types,998.0,0,GasA,2,1Story,1,2,Lvl,2,9000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,140.0,3,0.0,1945,1950,2007,89500.0,11.401993904262946 +2072,905301050,1824.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,424.0,1219.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,2,7,739.0,2,3,1,3,Attchd,1824.0,0,GasA,2,1Story,1,3,Low,0,115149.0,CulDSac,1,0.0,020,RL,351.0,Stone,NA,0.0,6,5.0,ClearCr,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1643.0,428.0,3,380.0,1971,2002,2007,302000.0,12.618182296357007 +2073,905352010,1522.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,0.0,299.0,891.0,4,2,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,4,3,1,PConc,2,7,552.0,2,3,3,3,Attchd,1522.0,0,GasA,4,1Story,1,2,Lvl,2,11075.0,Corner,3,0.0,020,RL,136.0,BrkFace,NA,0.0,2,1.0,ClearCr,77.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,168.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1190.0,245.0,3,0.0,1984,1984,2007,182000.0,12.111761966058932 +2074,905352180,1164.0,896.0,0.0,NA,4,1Fam,3,1,0,1,4,320.0,831.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,PConc,2,7,521.0,2,3,1,3,Attchd,2060.0,1,GasA,2,2Story,1,2,Lvl,2,10029.0,Corner,2,0.0,060,RL,268.0,BrkFace,NA,0.0,9,8.0,ClearCr,228.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,192.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1151.0,420.0,3,0.0,1988,1989,2007,211000.0,12.259613412458204 +2075,905376090,1325.0,0.0,0.0,NA,3,1Fam,4,2,0,0,3,109.0,300.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,2,7,576.0,2,3,1,3,Detchd,1325.0,0,GasA,4,1Story,1,3,Lvl,2,17541.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,42.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,409.0,42.0,3,0.0,1948,2005,2007,216000.0,12.283033686666302 +2076,905377020,1630.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,486.0,587.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,2,4,649.0,2,3,1,3,Detchd,1630.0,0,GasA,2,1Story,1,2,Lvl,2,22692.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Edwards,64.0,4,4,1,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1073.0,64.0,3,0.0,1953,1953,2007,130000.0,11.77528972943772 +2077,905377050,1242.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,484.0,0.0,0.0,1,1,N,Feedr,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,4,336.0,1,3,1,3,Attchd,1242.0,0,GasA,2,1Story,1,2,Lvl,2,17808.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,484.0,0.0,3,0.0,1946,1950,2007,109900.0,11.607326140391713 +2078,905401020,2422.0,0.0,0.0,NA,4,1Fam,2,1,0,0,4,935.0,353.0,0.0,2,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,4,2,CBlock,3,5,527.0,2,3,3,3,Attchd,2422.0,0,GasA,4,1Story,1,3,Lvl,2,12671.0,Corner,2,0.0,020,RL,300.0,Stone,NA,0.0,7,6.0,ClearCr,63.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,144.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1288.0,207.0,3,0.0,1954,1994,2007,255000.0,12.449018824140563 +2079,905426010,2158.0,0.0,0.0,NA,4,1Fam,4,3,1,0,3,725.0,477.0,0.0,5,1,Y,Norm,Norm,4,39.0,2,2,WdShing,WdShing,3,4,1,CBlock,2,7,576.0,2,3,1,3,Attchd,2158.0,0,GasA,2,1Story,1,3,Lvl,2,12615.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,29.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1202.0,68.0,3,0.0,1950,2001,2007,243000.0,12.400816722322686 +2080,905451390,988.0,638.0,0.0,NA,3,1Fam,3,1,0,0,3,497.0,491.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,332.0,1,3,1,3,Attchd,1626.0,1,GasA,4,1.5Fin,1,3,Lvl,2,10512.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,988.0,366.0,3,366.0,1954,1954,2007,154000.0,11.944707881395766 +2081,905475270,864.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,411.0,453.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,399.0,1,3,1,3,Attchd,864.0,0,GasA,2,1Story,1,2,HLS,2,5400.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SWISU,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,864.0,0.0,3,0.0,1958,1958,2007,118000.0,11.678439903447801 +2082,905475520,943.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,60.0,2,2,HdBoard,HdBoard,0,0,0,Slab,1,5,308.0,1,3,1,3,Detchd,943.0,0,GasA,2,1Story,1,3,Lvl,2,11515.0,CulDSac,2,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,60.0,3,0.0,1958,1994,2007,80000.0,11.289781913656018 +2083,905476160,1440.0,0.0,0.0,NA,4,Duplx,3,4,2,0,4,0.0,1440.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1440.0,0,GasA,2,1Story,2,2,Lvl,2,7711.0,Inside,2,0.0,090,RL,0.0,None,NA,0.0,8,7.0,Edwards,0.0,2,3,0,0.0,0,CompShg,Gable,Abnorml,Oth,0.0,Pave,8,2.0794415416798357,4.0,2.0,1440.0,321.0,3,321.0,1977,1977,2007,150000.0,11.918390573078392 +2084,905476170,605.0,0.0,0.0,NA,2,1Fam,3,2,1,0,3,180.0,348.0,0.0,5,1,Y,Norm,Norm,4,144.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,605.0,0,GasA,4,1Story,1,2,Lvl,2,9098.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,528.0,144.0,3,0.0,1920,2002,2007,86000.0,11.362102575235644 +2085,905476225,1038.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,3,0.0,283.0,755.0,2,6,Y,Norm,Norm,4,0.0,4,3,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,264.0,1,3,2,3,Attchd,1038.0,0,GasA,3,1Story,1,2,Lvl,1,3869.0,Inside,3,0.0,120,RL,149.0,BrkFace,NA,0.0,7,6.0,Edwards,105.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1038.0,105.0,3,0.0,1984,1984,2007,130000.0,11.77528972943772 +2086,905478140,1342.0,0.0,0.0,NA,4,1Fam,3,1,1,0,2,785.0,557.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,256.0,1,3,1,3,Detchd,1342.0,0,GasA,4,1Story,1,2,Lvl,2,9280.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1342.0,0.0,3,0.0,1951,1951,2007,125000.0,11.736069016284437 +2087,905478220,1080.0,400.0,0.0,NA,4,1Fam,3,2,1,0,3,0.0,1080.0,0.0,2,1,N,Norm,Norm,4,68.0,2,2,Wd Sdng,Wd Sdng,0,4,1,PConc,1,7,253.0,1,3,1,3,Attchd,1480.0,0,GasA,2,1.5Fin,1,2,Lvl,2,11100.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1080.0,68.0,3,0.0,1951,1994,2007,136500.0,11.824079893607152 +2088,905480090,986.0,376.0,0.0,NA,4,1Fam,2,1,0,0,3,951.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,1,1,MetalSd,MetalSd,3,0,0,BrkTil,2,7,280.0,1,3,1,2,Detchd,1362.0,0,GasW,1,1.5Fin,1,2,Lvl,2,7550.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,3,1,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,951.0,0.0,3,0.0,1920,1950,2007,96000.0,11.472103470449973 +2089,905480180,1340.0,0.0,180.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,PConc,1,7,252.0,1,3,2,3,Attchd,1340.0,0,GasA,4,1Story,1,2,Lvl,2,9060.0,Inside,3,0.0,020,RL,98.0,BrkFace,NA,0.0,6,5.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,0.0,296.0,3,116.0,1957,2006,2007,120000.0,11.695247021764184 +2090,906200230,1105.0,717.0,0.0,NA,4,1Fam,3,1,0,0,3,1105.0,0.0,0.0,1,1,Y,Feedr,Norm,4,1012.0,2,2,Wd Sdng,Wd Sdng,0,1,1,CBlock,2,5,515.0,2,3,1,3,Attchd,1822.0,0,GasA,4,1.5Fin,1,3,Lvl,2,23920.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,SawyerW,195.0,4,5,1,444.0,2,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1105.0,1207.0,3,0.0,1984,1984,2007,228500.0,12.339291489316397 +2091,906201022,1442.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,172.0,738.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,719.0,2,3,3,3,Attchd,1442.0,0,GasA,3,1Story,1,3,Lvl,2,10357.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SawyerW,244.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,910.0,244.0,3,0.0,1990,1991,2007,179900.0,12.100156419938624 +2092,906201023,1122.0,1121.0,0.0,NA,4,1Fam,3,1,1,0,4,0.0,700.0,0.0,5,1,Y,Feedr,Norm,4,224.0,2,3,HdBoard,Plywood,0,3,1,CBlock,2,7,746.0,3,3,2,3,Attchd,2243.0,1,GasA,3,2Story,1,3,Lvl,2,13474.0,Inside,3,0.0,060,RL,246.0,BrkFace,NA,0.0,6,5.0,SawyerW,44.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,700.0,395.0,3,127.0,1990,1991,2007,225000.0,12.323855681186558 +2093,906201200,1553.0,1177.0,0.0,NA,4,1Fam,3,4,1,0,3,0.0,28.0,1474.0,2,5,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,3,3,1,CBlock,2,7,576.0,2,3,3,3,Attchd,2730.0,1,GasA,4,2Story,1,3,Lvl,2,10380.0,Inside,2,0.0,060,RL,172.0,BrkFace,NA,0.0,8,7.0,SawyerW,96.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1502.0,297.0,3,201.0,1986,1987,2007,301000.0,12.614865543731012 +2094,906203140,912.0,1215.0,0.0,NA,4,1Fam,3,2,1,0,5,422.0,48.0,634.0,4,6,Y,Norm,Norm,4,224.0,2,3,HdBoard,HdBoard,4,3,1,PConc,2,7,833.0,3,3,2,3,Attchd,2127.0,1,GasA,4,2Story,1,3,Lvl,2,13125.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,11,10.0,SawyerW,192.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1104.0,488.0,3,72.0,1991,1991,2007,238000.0,12.380025952653611 +2095,906204140,1175.0,807.0,196.0,NA,3,1Fam,3,3,0,0,4,386.0,421.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,CBlock,2,7,575.0,2,3,3,3,Attchd,1982.0,1,GasA,3,2Story,1,3,Lvl,2,11287.0,Inside,3,0.0,060,RL,340.0,BrkFace,NA,0.0,1,0.0,SawyerW,84.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,807.0,280.0,3,0.0,1989,1989,2007,228500.0,12.339291489316397 +2096,906223040,1029.0,929.0,0.0,NA,3,1Fam,4,1,1,0,4,282.0,497.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,3,1,PConc,2,7,499.0,2,3,2,3,Attchd,1958.0,1,GasA,4,2Story,1,3,Lvl,2,9317.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,SawyerW,93.0,4,6,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,779.0,295.0,3,202.0,1994,2001,2007,220000.0,12.301382825334498 +2097,906340080,1282.0,1414.0,0.0,NA,4,1Fam,3,3,1,0,5,280.0,984.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,792.0,3,3,3,3,BuiltIn,2696.0,1,GasA,4,2Story,1,4,Lvl,2,9965.0,Inside,3,0.0,060,RL,220.0,Stone,NA,0.0,10,9.0,CollgCr,184.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,168.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1264.0,472.0,3,120.0,2007,2007,2007,383970.0,12.858319703517948 +2098,906340090,1466.0,1362.0,0.0,NA,4,1Fam,3,4,1,0,5,316.0,1150.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,3,7,1052.0,3,3,2,3,BuiltIn,2828.0,0,GasA,4,2Story,1,3,Lvl,2,9965.0,Inside,3,0.0,060,RL,340.0,Stone,NA,0.0,4,3.0,CollgCr,144.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,4.0,2.0,1466.0,269.0,3,125.0,2006,2007,2007,424870.0,12.959538518762063 +2099,906378120,1651.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1643.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,870.0,3,3,3,3,Attchd,1651.0,0,GasA,4,1Story,1,3,Lvl,2,9178.0,Inside,3,0.0,020,RL,306.0,Stone,NA,0.0,9,8.0,CollgCr,64.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1643.0,268.0,3,204.0,2007,2007,2007,250000.0,12.429216196844383 +2100,906378150,2140.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,2140.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,894.0,3,3,3,3,Attchd,2140.0,1,GasA,4,1Story,1,3,Lvl,2,10481.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,32.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,2140.0,168.0,3,136.0,2006,2007,2007,360000.0,12.793859310432293 +2101,906378170,1494.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1494.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,840.0,3,3,2,3,Attchd,1494.0,0,GasA,4,1Story,1,3,Lvl,2,10652.0,Inside,2,0.0,020,RL,306.0,Stone,NA,0.0,8,7.0,CollgCr,33.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1494.0,193.0,3,160.0,2006,2007,2007,279500.0,12.540757571577291 +2102,906380010,1316.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1316.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,3,3,Attchd,1316.0,0,GasA,4,1Story,1,3,Lvl,2,11175.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,20.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1316.0,20.0,3,0.0,2007,2007,2007,200141.0,12.206777397134413 +2103,906380040,1651.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1643.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,870.0,3,3,2,3,Attchd,1651.0,0,GasA,4,1Story,1,3,Lvl,2,10235.0,Inside,2,0.0,020,RL,306.0,Stone,NA,0.0,9,8.0,CollgCr,64.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1643.0,256.0,3,192.0,2007,2007,2007,246500.0,12.415117272464881 +2104,906380070,1482.0,1092.0,0.0,NA,3,1Fam,3,1,0,0,5,1482.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,868.0,3,3,3,3,BuiltIn,2574.0,1,GasA,4,2Story,1,4,Lvl,2,9588.0,Inside,2,0.0,060,RL,270.0,Stone,NA,0.0,11,10.0,CollgCr,148.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1482.0,148.0,3,0.0,2007,2007,2007,276000.0,12.528156144699286 +2105,906380120,1274.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,349.0,925.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,508.0,2,3,2,3,Attchd,1274.0,0,GasA,4,1Story,1,3,Lvl,2,8814.0,Inside,3,0.0,020,RL,80.0,BrkFace,NA,0.0,1,0.0,CollgCr,98.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1274.0,362.0,3,264.0,2005,2007,2007,203000.0,12.220961258023925 +2106,906380140,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,440.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,11103.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,0.0,3,0.0,2006,2006,2007,155835.0,11.956553034172742 +2107,906380160,1240.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,1240.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,826.0,3,3,2,3,Attchd,1240.0,0,GasA,4,1Story,1,3,Lvl,2,8556.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,93.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1240.0,233.0,3,140.0,2006,2006,2007,194000.0,12.175613438045465 +2108,906380200,1208.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,544.0,664.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,628.0,2,3,2,3,Attchd,1208.0,0,GasA,4,1Story,1,3,Lvl,2,6762.0,Inside,3,0.0,020,RL,108.0,BrkFace,NA,0.0,9,8.0,CollgCr,54.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1208.0,159.0,3,105.0,2007,2007,2007,195400.0,12.182804018590819 +2109,906382020,1546.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,1526.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,796.0,3,3,2,3,Attchd,1546.0,0,GasA,4,1Story,1,3,Lvl,2,11750.0,Inside,2,0.0,020,RL,204.0,BrkFace,NA,0.0,6,5.0,CollgCr,42.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1546.0,186.0,3,144.0,2005,2006,2007,217000.0,12.287652632522597 +2110,906382060,1500.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1453.0,36.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,674.0,2,3,2,3,Attchd,1500.0,0,GasA,4,1Story,1,3,Lvl,2,8760.0,Inside,3,0.0,020,RL,132.0,BrkFace,NA,0.0,6,5.0,CollgCr,38.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1489.0,182.0,3,144.0,2006,2006,2007,212999.0,12.26904274984486 +2111,906392080,1270.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1270.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,524.0,2,3,2,3,Attchd,1270.0,0,GasA,4,1Story,1,3,Lvl,2,7242.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,96.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1270.0,96.0,3,0.0,2005,2006,2007,175900.0,12.077670930725649 +2112,906394020,879.0,916.0,0.0,NA,3,1Fam,3,4,0,0,4,879.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,578.0,2,3,2,3,Attchd,1795.0,1,GasA,4,2Story,1,3,Lvl,2,9316.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,10,9.0,CollgCr,111.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,879.0,275.0,3,164.0,2005,2006,2007,191000.0,12.160028707028767 +2113,906394050,1314.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1290.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,2,3,Attchd,1314.0,0,GasA,3,1Story,1,3,Lvl,2,9317.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,CollgCr,22.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1314.0,22.0,3,0.0,2006,2006,2007,176432.0,12.08069081199846 +2114,906402070,1180.0,882.0,0.0,NA,3,1Fam,3,4,1,0,4,92.0,1065.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,4,1,CBlock,2,7,454.0,2,3,3,3,Attchd,2062.0,1,GasA,4,2Story,1,2,Low,1,14364.0,Inside,2,0.0,060,RL,128.0,BrkFace,NA,0.0,4,3.0,SawyerW,55.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,154.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1157.0,269.0,3,60.0,1988,1989,2007,277000.0,12.531772785169476 +2115,906403060,946.0,927.0,0.0,NA,3,1Fam,3,1,1,0,4,0.0,608.0,321.0,6,2,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,4,3,1,PConc,2,7,619.0,2,3,2,3,Attchd,1873.0,1,GasA,4,2Story,1,3,Lvl,2,8883.0,Inside,2,0.0,060,RL,360.0,BrkFace,NA,0.0,5,4.0,SawyerW,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,929.0,300.0,3,108.0,1988,1988,2007,207000.0,12.240474072247506 +2116,906426060,1444.0,700.0,0.0,NA,4,1Fam,3,4,0,1,4,747.0,697.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,HdBoard,0,3,2,CBlock,2,7,389.0,2,3,3,3,Attchd,2144.0,0,GasA,3,1.5Fin,1,3,Low,0,159000.0,CulDSac,1,0.0,050,RL,472.0,BrkCmn,Shed,500.0,6,5.0,ClearCr,98.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1444.0,98.0,3,0.0,1958,2006,2007,277000.0,12.531772785169476 +2117,906426195,1079.0,874.0,0.0,NA,3,1Fam,3,3,1,0,4,595.0,985.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,3,HdBoard,HdBoard,0,2,2,PConc,2,7,501.0,2,3,3,3,Attchd,1953.0,1,GasA,4,2Story,1,3,Low,1,53107.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,6,5.0,ClearCr,231.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1580.0,447.0,3,216.0,1992,1992,2007,240000.0,12.388394202324129 +2118,906475110,976.0,1111.0,0.0,NA,5,1Fam,2,4,0,0,3,264.0,568.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,444.0,2,3,3,3,Attchd,2087.0,1,GasA,3,2Story,1,3,Low,2,12205.0,Inside,2,0.0,060,RL,157.0,BrkFace,NA,0.0,7,6.0,ClearCr,168.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,832.0,301.0,3,133.0,1966,2007,2007,187500.0,12.141534124392603 +2119,906475170,1743.0,0.0,0.0,NA,0,1Fam,4,4,2,0,4,0.0,51.0,915.0,2,6,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,2,2,CBlock,0,7,529.0,2,3,3,3,Attchd,1743.0,1,GasA,4,1Story,1,3,Low,0,20064.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,ClearCr,0.0,5,7,2,0.0,0,WdShngl,Shed,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,966.0,646.0,3,646.0,1976,1976,2007,279000.0,12.538967060803502 +2120,907125040,1022.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,472.0,550.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,747.0,2,3,1,3,Detchd,1022.0,0,GasA,3,1Story,1,2,Lvl,2,14217.0,CulDSac,1,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1022.0,0.0,3,0.0,1994,1994,2007,139500.0,11.845819880243557 +2121,907125120,990.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,495.0,495.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,299.0,1,3,1,3,Attchd,990.0,0,GasA,3,1Story,1,2,Lvl,2,8775.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,CollgCr,64.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,990.0,64.0,3,0.0,1994,1994,2007,126000.0,11.744037185933616 +2122,907130060,1200.0,0.0,0.0,NA,3,1Fam,4,1,1,0,4,322.0,334.0,544.0,5,4,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,0,0,PConc,2,7,521.0,2,3,2,3,Attchd,1200.0,0,GasA,4,1Story,1,3,Lvl,2,11249.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,26.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1200.0,26.0,3,0.0,1995,1995,2007,177500.0,12.086725887897607 +2123,907131060,646.0,662.0,0.0,NA,3,1Fam,3,1,1,0,4,96.0,539.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,497.0,2,3,2,3,Attchd,1308.0,1,GasA,4,2Story,1,3,Lvl,2,10021.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,54.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,635.0,196.0,3,142.0,1997,2006,2007,175000.0,12.072541252905651 +2124,907131120,882.0,914.0,0.0,NA,3,1Fam,3,2,1,0,4,88.0,706.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,PConc,2,7,546.0,2,3,2,3,Attchd,1796.0,1,GasA,4,2Story,1,2,Lvl,2,9531.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,36.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,794.0,36.0,3,0.0,1998,1998,2007,211000.0,12.259613412458204 +2125,907135050,990.0,0.0,0.0,NA,3,1Fam,4,1,1,0,4,570.0,420.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,384.0,1,3,1,3,Detchd,990.0,0,GasA,4,1Story,1,2,Lvl,2,8428.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,990.0,256.0,3,256.0,1994,1994,2007,146000.0,11.891361900690473 +2126,907135080,1097.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,548.0,549.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,4,0,0,PConc,1,7,242.0,1,3,1,3,Attchd,1097.0,1,GasA,4,1Story,1,2,Low,1,16561.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1097.0,306.0,3,306.0,1996,1996,2007,147900.0,11.90429164869889 +2127,907135180,990.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,402.0,588.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,990.0,0,GasA,4,1Story,1,2,Lvl,2,8070.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,990.0,0.0,3,0.0,1994,1995,2007,123600.0,11.724805824005728 +2128,907180040,905.0,881.0,0.0,NA,3,1Fam,3,1,1,0,4,176.0,648.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,684.0,2,3,2,3,Attchd,1786.0,1,GasA,4,2Story,1,3,Lvl,2,9337.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,162.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,824.0,162.0,3,0.0,1997,1997,2007,204750.0,12.229545001715316 +2129,907187040,988.0,885.0,0.0,NA,3,1Fam,3,4,0,0,4,646.0,342.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,597.0,2,3,2,3,Attchd,1873.0,1,GasA,4,2Story,1,3,Lvl,2,10820.0,CulDSac,1,0.0,060,RL,0.0,None,NA,0.0,3,2.0,CollgCr,123.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,988.0,325.0,3,202.0,1999,1999,2007,235500.0,12.36946619243861 +2130,907187060,853.0,900.0,0.0,NA,3,1Fam,3,1,1,0,4,215.0,638.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,2,1,PConc,2,7,534.0,2,3,2,3,Attchd,1753.0,1,GasA,4,2Story,1,2,Lvl,2,12352.0,CulDSac,1,0.0,060,RL,290.0,BrkFace,NA,0.0,3,2.0,CollgCr,74.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,853.0,74.0,3,0.0,1998,1999,2007,217000.0,12.287652632522597 +2131,907192020,845.0,845.0,0.0,NA,3,1Fam,3,1,0,0,4,845.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,517.0,2,3,2,3,Attchd,1690.0,1,GasA,4,2Story,1,3,Lvl,2,9543.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,CollgCr,103.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,845.0,103.0,3,0.0,2001,2001,2007,190550.0,12.157669906302006 +2132,907192040,985.0,857.0,0.0,NA,3,1Fam,3,1,1,0,4,144.0,841.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,486.0,2,3,3,3,Attchd,1842.0,1,GasA,4,2Story,1,3,Lvl,2,8826.0,Inside,3,0.0,060,RL,144.0,BrkFace,NA,0.0,7,6.0,CollgCr,96.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,985.0,289.0,3,193.0,2000,2000,2007,217500.0,12.289954129510877 +2133,907192120,1479.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,440.0,1013.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,558.0,2,3,2,3,Attchd,1479.0,0,GasA,4,1Story,1,3,Lvl,2,10665.0,Inside,2,0.0,020,RL,167.0,BrkFace,NA,0.0,6,5.0,CollgCr,29.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1453.0,173.0,3,144.0,2003,2003,2007,226000.0,12.328290278254423 +2134,907192150,840.0,828.0,0.0,NA,3,1Fam,3,1,0,0,4,840.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,500.0,2,3,2,3,Attchd,1668.0,1,GasA,4,2Story,1,3,Lvl,2,11317.0,Inside,3,0.0,060,RL,101.0,BrkFace,NA,0.0,9,8.0,CollgCr,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,840.0,212.0,3,144.0,2003,2003,2007,180000.0,12.100712129872347 +2135,907200130,894.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,201.0,663.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,440.0,2,3,1,3,Attchd,894.0,0,GasA,2,1Story,1,2,Bnk,2,11800.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1974,1974,2007,131000.0,11.782952602183288 +2136,907200190,1025.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,513.0,502.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,2,1,CBlock,2,7,370.0,2,3,1,3,Detchd,1025.0,0,GasA,2,SLvl,1,2,Lvl,2,8660.0,Inside,2,0.0,080,RL,113.0,BrkFace,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1015.0,127.0,3,127.0,1976,1976,2007,153500.0,11.941455846009388 +2137,907200250,1009.0,0.0,0.0,NA,3,1Fam,5,3,0,0,3,240.0,755.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,VinylSd,3,2,1,CBlock,2,7,576.0,2,3,1,3,Detchd,1009.0,0,GasA,2,SLvl,1,2,Lvl,2,9720.0,Inside,3,0.0,080,RL,51.0,BrkFace,NA,0.0,6,5.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,995.0,0.0,3,0.0,1977,1977,2007,160000.0,11.982929094215963 +2138,907200270,1040.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,501.0,539.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,3,0,0,CBlock,1,7,748.0,2,3,1,3,Detchd,1040.0,1,GasA,2,1Story,1,2,Lvl,2,8982.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1040.0,0.0,3,0.0,1977,1977,2007,134900.0,11.812289042195847 +2139,907202100,907.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,399.0,60.0,417.0,3,4,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,308.0,1,3,2,3,Attchd,907.0,0,GasA,2,1Story,1,2,Lvl,2,16300.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,876.0,0.0,3,0.0,1977,1977,2007,130000.0,11.77528972943772 +2140,907202220,879.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,102.0,330.0,432.0,4,3,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,440.0,2,3,1,3,Attchd,879.0,0,GasA,2,1Story,1,2,Lvl,2,9675.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,80.0,5,4,2,0.0,0,CompShg,Hip,Normal,Con,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,80.0,3,0.0,1975,1975,2007,120000.0,11.695247021764184 +2141,907203060,882.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,276.0,138.0,468.0,2,3,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,461.0,2,3,1,3,Detchd,882.0,0,GasA,2,1Story,1,2,Lvl,2,7700.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,882.0,96.0,3,96.0,1972,1972,2007,112500.0,11.630708500626612 +2142,907203110,969.0,0.0,0.0,NA,3,1Fam,3,3,0,0,3,253.0,716.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,440.0,2,3,1,3,Attchd,969.0,1,GasA,2,1Story,1,2,Lvl,2,10356.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,969.0,0.0,3,0.0,1975,1975,2007,122000.0,11.711776323715394 +2143,907227060,864.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,193.0,671.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,576.0,2,5,3,4,Detchd,864.0,0,GasA,3,1Story,1,4,Lvl,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,155.0,3,155.0,1972,2000,2007,127000.0,11.751942365440728 +2144,907227100,875.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,0.0,385.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,0,0,CBlock,1,7,728.0,2,3,1,3,Detchd,875.0,0,GasA,3,1Story,1,3,Lvl,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,0.0,7,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,385.0,352.0,3,352.0,1972,2006,2007,117000.0,11.669929213779893 +2145,907250050,2000.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,536.0,1464.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,888.0,3,3,3,3,Attchd,2000.0,0,GasA,4,1Story,1,3,Lvl,2,10386.0,Inside,3,0.0,020,RL,246.0,Stone,NA,0.0,7,6.0,CollgCr,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,2000.0,168.0,3,168.0,2004,2005,2007,305900.0,12.631013530138995 +2146,907252020,1284.0,885.0,0.0,NA,3,1Fam,3,1,0,0,4,1284.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,647.0,2,3,2,3,Attchd,2169.0,1,GasA,4,2Story,1,3,Lvl,2,9375.0,Inside,3,0.0,060,RL,149.0,BrkFace,NA,0.0,8,7.0,CollgCr,87.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1284.0,279.0,3,192.0,2002,2002,2007,228500.0,12.339291489316397 +2147,907252190,1673.0,0.0,0.0,NA,3,1Fam,3,4,1,0,3,261.0,1412.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,583.0,2,3,2,3,Attchd,1673.0,0,GasA,4,1Story,1,3,Lvl,2,11354.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,113.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,116.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1673.0,535.0,3,306.0,2000,2000,2007,270000.0,12.506177237980511 +2148,907260040,1459.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1459.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,527.0,2,3,2,3,Attchd,1459.0,0,GasA,4,1Story,1,3,Lvl,2,8749.0,Inside,3,0.0,020,RL,100.0,BrkFace,NA,0.0,9,8.0,CollgCr,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1459.0,231.0,3,192.0,2002,2002,2007,192000.0,12.165250651009918 +2149,907260050,992.0,940.0,0.0,NA,3,1Fam,3,1,1,0,4,325.0,654.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,610.0,2,3,2,3,Attchd,1932.0,1,GasA,4,2Story,1,3,Lvl,2,8749.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,120.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,979.0,120.0,3,0.0,2003,2003,2007,213000.0,12.269047444691562 +2150,907262020,860.0,869.0,0.0,NA,3,1Fam,3,1,0,0,4,860.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,542.0,2,3,3,3,Attchd,1729.0,1,GasA,4,2Story,1,3,Lvl,2,8158.0,Inside,3,0.0,060,RL,214.0,BrkFace,NA,0.0,8,7.0,CollgCr,63.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,860.0,449.0,3,386.0,2002,2002,2007,200000.0,12.206072645530174 +2151,907270040,1210.0,1242.0,0.0,NA,4,1Fam,3,1,0,0,4,747.0,281.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,683.0,2,3,3,3,BuiltIn,2452.0,1,GasA,4,2Story,1,3,Lvl,2,16226.0,Inside,0,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1028.0,258.0,3,208.0,1998,1999,2007,267000.0,12.495003937382387 +2152,907275080,1592.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,683.0,408.0,465.0,4,6,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,484.0,2,3,3,3,Attchd,1592.0,0,GasA,4,1Story,1,3,Lvl,2,11927.0,Inside,3,0.0,020,RL,519.0,BrkFace,NA,0.0,6,5.0,CollgCr,35.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1556.0,155.0,3,120.0,1994,1995,2007,228000.0,12.337100907936577 +2153,907275150,1531.0,908.0,0.0,NA,4,1Fam,3,2,1,0,4,333.0,1198.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,560.0,2,3,3,3,Attchd,2439.0,1,GasA,4,2Story,1,3,Lvl,2,12728.0,Inside,3,0.0,060,RL,256.0,BrkFace,NA,0.0,1,0.0,CollgCr,121.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1531.0,305.0,3,184.0,2001,2001,2007,275000.0,12.524526376648708 +2154,907280090,1212.0,780.0,0.0,NA,3,1Fam,3,2,1,0,4,98.0,762.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,PConc,2,5,608.0,2,3,2,3,Attchd,1992.0,1,GasA,4,2Story,1,3,Lvl,2,15295.0,Corner,0,0.0,060,RL,254.0,BrkFace,NA,0.0,6,5.0,CollgCr,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,860.0,257.0,3,225.0,1996,2002,2007,211000.0,12.259613412458204 +2155,907280100,1668.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,567.0,1059.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,702.0,3,3,3,3,Attchd,1668.0,0,GasA,4,1Story,1,3,Lvl,2,11248.0,Corner,2,0.0,020,RL,215.0,Stone,NA,0.0,7,6.0,CollgCr,45.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1626.0,302.0,3,257.0,2002,2002,2007,285000.0,12.560244459250788 +2156,907285040,1220.0,870.0,0.0,NA,3,1Fam,3,1,1,0,4,141.0,1079.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,556.0,2,3,2,3,Attchd,2090.0,1,GasA,4,2Story,1,3,Lvl,2,10000.0,Inside,3,0.0,060,RL,438.0,BrkFace,NA,0.0,12,11.0,CollgCr,65.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1220.0,65.0,3,0.0,1995,1996,2007,240000.0,12.388394202324129 +2157,907290140,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,189.0,659.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,11,10.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2003,2007,131500.0,11.786762130599957 +2158,907295040,1341.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,426.0,915.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,1,7,482.0,2,3,2,3,Attchd,1341.0,1,GasA,4,1Story,1,3,Lvl,1,17227.0,CulDSac,1,0.0,020,RL,158.0,BrkFace,NA,0.0,1,0.0,CollgCr,84.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1341.0,324.0,3,240.0,1999,2000,2007,246900.0,12.41673867533327 +2159,907401060,847.0,1081.0,0.0,NA,4,1Fam,3,1,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,1928.0,1,GasA,4,2Story,1,3,Lvl,2,8200.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,847.0,148.0,3,100.0,2003,2004,2007,219500.0,12.299107511497363 +2160,907405130,1337.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,638.0,699.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,531.0,2,3,2,3,Attchd,1337.0,0,GasA,4,1Story,1,3,Lvl,2,8450.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1337.0,39.0,3,0.0,2003,2003,2007,185000.0,12.128111104060462 +2161,907410020,738.0,738.0,0.0,NA,3,1Fam,3,1,0,0,4,738.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,552.0,2,3,2,3,Attchd,1476.0,1,GasA,4,2Story,1,3,Lvl,2,8145.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,35.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,738.0,35.0,3,0.0,2007,2007,2007,179400.0,12.097373228606832 +2162,907410050,939.0,858.0,0.0,NA,3,1Fam,3,3,0,0,4,939.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,639.0,2,3,2,3,Attchd,1797.0,1,GasA,4,2Story,1,3,Lvl,2,9245.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,CollgCr,53.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,939.0,197.0,3,144.0,2006,2006,2007,213500.0,12.271392111650817 +2163,907414060,1422.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1422.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,626.0,2,3,2,3,Attchd,1422.0,0,GasA,4,1Story,1,3,Lvl,2,8500.0,FR2,3,0.0,020,RL,106.0,BrkFace,NA,0.0,11,10.0,CollgCr,60.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1422.0,252.0,3,192.0,2004,2004,2007,179600.0,12.098487434850236 +2164,907414070,1190.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,460.0,709.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,578.0,2,3,2,3,Attchd,1190.0,0,GasA,4,1Story,1,3,Lvl,2,8769.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,41.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1169.0,141.0,3,100.0,2005,2005,2007,173500.0,12.063932878369052 +2165,907420050,1330.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1330.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,437.0,2,3,3,3,Attchd,1330.0,0,GasA,4,1Story,1,3,Lvl,2,8334.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,23.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1330.0,23.0,3,0.0,2006,2007,2007,167840.0,12.030766423630125 +2166,907420060,738.0,753.0,0.0,NA,3,1Fam,3,1,0,0,4,738.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1491.0,1,GasA,3,2Story,1,3,Lvl,2,8333.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,30.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,738.0,130.0,3,100.0,2006,2006,2007,168675.0,12.035729065495627 +2167,907420110,768.0,768.0,0.0,NA,3,1Fam,3,2,0,0,4,768.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,400.0,2,3,3,3,Attchd,1536.0,1,GasA,4,2Story,1,3,Lvl,2,9045.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,40.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,768.0,40.0,3,0.0,2005,2005,2007,167000.0,12.025749091398891 +2168,908102100,1214.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,420.0,698.0,96.0,5,6,Y,Feedr,Norm,4,184.0,2,2,MetalSd,MetalSd,4,0,0,CBlock,1,7,461.0,2,2,1,2,Detchd,1214.0,0,GasA,4,1Story,1,2,Lvl,2,9170.0,Corner,3,0.0,020,RL,0.0,None,Shed,400.0,4,3.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1214.0,184.0,3,0.0,1965,1965,2007,140000.0,11.84939770159144 +2169,908102160,936.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,0.0,936.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,2,1,CBlock,1,7,384.0,1,3,1,3,Attchd,936.0,0,GasA,3,SFoyer,1,2,Low,2,9825.0,Inside,3,0.0,085,RL,162.0,BrkFace,Shed,450.0,8,7.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,936.0,405.0,3,405.0,1967,1967,2007,118500.0,11.682668239557323 +2170,908103090,1088.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,115.0,132.0,841.0,4,2,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,520.0,2,3,1,3,Detchd,1088.0,0,GasA,2,1Story,1,2,Lvl,2,8308.0,Inside,3,0.0,020,RL,20.0,Stone,NA,0.0,6,5.0,Edwards,0.0,5,3,1,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,4,1.3862943611198906,1.0,0.0,1088.0,0.0,3,0.0,1963,1963,2007,110000.0,11.608235644774552 +2171,908127040,960.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,440.0,520.0,0.0,3,1,Y,Norm,Norm,2,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,432.0,1,3,3,3,Attchd,960.0,0,GasA,2,1Story,1,2,HLS,2,10921.0,Inside,3,0.0,020,RL,48.0,BrkFace,NA,0.0,5,4.0,Edwards,0.0,4,3,1,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,960.0,120.0,3,120.0,1965,1965,2007,94750.0,11.458997122944673 +2172,908127060,901.0,450.0,0.0,NA,3,1Fam,3,1,1,0,3,666.0,130.0,105.0,5,4,Y,Norm,Norm,4,43.0,3,2,VinylSd,VinylSd,0,4,1,CBlock,1,7,576.0,2,3,1,3,Detchd,1351.0,0,GasA,2,1.5Fin,1,2,Lvl,2,16287.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,100.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,901.0,143.0,3,0.0,1925,1950,2007,122000.0,11.711776323715394 +2173,908127070,1179.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1179.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,0,0,CBlock,1,5,622.0,2,3,3,3,Attchd,1179.0,0,GasA,3,1Story,1,2,Lvl,2,8240.0,Inside,3,0.0,020,RL,198.0,Stone,NA,0.0,6,5.0,Edwards,0.0,5,5,1,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1179.0,0.0,3,0.0,1960,1960,2007,110000.0,11.608235644774552 +2174,908127100,816.0,0.0,0.0,NA,3,Duplx,3,3,1,0,4,0.0,816.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,816.0,0,GasA,2,SFoyer,1,2,Lvl,2,11841.0,Inside,3,0.0,090,RL,104.0,BrkFace,NA,0.0,5,4.0,Edwards,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,5,1.6094379124341003,2.0,0.8284271247461903,816.0,32.0,3,0.0,1990,1990,2007,118500.0,11.682668239557323 +2175,908152060,1044.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,456.0,504.0,0.0,6,1,Y,Norm,Norm,4,0.0,1,2,HdBoard,Plywood,0,2,1,CBlock,1,7,528.0,2,2,1,3,Detchd,1044.0,0,GasA,2,SLvl,1,2,Lvl,2,6285.0,Inside,3,0.0,080,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,960.0,228.0,3,228.0,1976,1976,2007,133500.0,11.801856756822442 +2176,908152070,1113.0,0.0,0.0,NA,3,1Fam,4,1,1,0,3,392.0,751.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,4,2,1,CBlock,1,7,504.0,1,4,2,3,Attchd,1113.0,1,GasA,2,1Story,1,2,Lvl,2,7917.0,Corner,2,0.0,020,RL,174.0,BrkFace,NA,0.0,5,4.0,Edwards,30.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1143.0,400.0,3,370.0,1976,1976,2007,148000.0,11.904967552746252 +2177,908152180,1100.0,1133.0,0.0,NA,5,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,Slab,2,7,579.0,2,4,3,3,Attchd,2233.0,1,GasA,2,2Story,2,2,Lvl,2,9555.0,CulDSac,2,0.0,090,RL,0.0,None,NA,0.0,2,1.0,Edwards,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,0.0,0.0,3,0.0,1979,1979,2007,141000.0,11.856515169360305 +2178,908152260,1125.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1125.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,430.0,2,3,1,3,Attchd,1125.0,1,GasA,3,1Story,1,2,Lvl,2,8536.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,64.0,4,4,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1125.0,144.0,3,80.0,2006,2007,2007,155000.0,11.951180395901384 +2179,908152280,1090.0,0.0,0.0,NA,2,1Fam,4,1,1,0,5,110.0,980.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,450.0,2,3,3,3,Attchd,1090.0,1,GasA,3,1Story,1,2,Lvl,2,7024.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,49.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1090.0,49.0,3,0.0,2005,2006,2007,157000.0,11.964001084330445 +2180,908152290,734.0,674.0,0.0,NA,3,1Fam,4,1,1,0,4,123.0,611.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,489.0,2,3,3,3,BuiltIn,1408.0,1,GasA,3,2Story,1,2,Lvl,2,7023.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Edwards,85.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,734.0,85.0,3,0.0,2005,2006,2007,171500.0,12.052338545588132 +2181,908154195,5095.0,0.0,0.0,NA,2,1Fam,3,4,1,1,5,1085.0,4010.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,4,2,PConc,2,7,1154.0,3,3,3,3,Attchd,5095.0,1,GasA,4,1Story,1,4,Bnk,2,39290.0,Inside,2,0.0,020,RL,1224.0,Stone,Elev,17000.0,10,9.0,Edwards,484.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,15,2.70805020110221,4.0,2.0,5095.0,1030.0,3,546.0,2008,2009,2007,183850.0,12.121875486729419 +2182,908154205,3138.0,1538.0,0.0,NA,3,1Fam,3,4,1,0,5,878.0,2260.0,0.0,6,1,Y,PosN,PosN,4,0.0,2,4,CemntBd,CemntBd,0,4,1,PConc,3,7,884.0,3,3,3,3,BuiltIn,4676.0,1,GasA,4,2Story,1,4,Bnk,2,40094.0,Inside,2,0.0,060,RL,762.0,Stone,NA,0.0,10,9.0,Edwards,406.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,4.5,2.2426406871192848,3138.0,614.0,3,208.0,2007,2008,2007,184750.0,12.126758838810447 +2183,908186050,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,80.0,467.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,525.0,2,3,3,3,Basment,1072.0,0,GasA,4,SFoyer,1,3,Lvl,2,3675.0,Inside,3,0.0,180,RM,76.0,Stone,NA,0.0,5,4.0,Edwards,44.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,547.0,44.0,3,0.0,2005,2005,2007,140000.0,11.84939770159144 +2184,908204090,960.0,0.0,0.0,NA,2,1Fam,3,3,1,0,3,52.0,77.0,831.0,3,5,Y,Norm,Norm,4,35.0,2,2,WdShing,WdShing,0,0,0,CBlock,1,7,392.0,1,3,1,3,Detchd,960.0,0,GasA,4,1Story,1,1,Lvl,2,6400.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,960.0,179.0,3,144.0,1959,2000,2007,131750.0,11.788661466403608 +2185,908204180,1152.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,2,2,AsbShng,Plywood,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1152.0,0,GasA,2,1Story,2,1,Lvl,2,6882.0,Corner,3,0.0,090,RL,128.0,BrkCmn,NA,0.0,9,8.0,Edwards,0.0,2,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1955,1955,2007,61500.0,11.02679245379461 +2186,908225240,948.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,372.0,492.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,248.0,1,3,1,3,Attchd,948.0,0,GasA,4,1Story,1,2,Bnk,2,10215.0,Inside,3,0.0,020,RL,132.0,BrkFace,NA,0.0,2,1.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1954,1954,2007,111000.0,11.617285480294472 +2187,908225310,1195.0,0.0,0.0,NA,4,Duplx,3,1,0,0,3,1195.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,Plywood,Plywood,2,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1195.0,0,GasA,2,1Story,2,2,Lvl,2,8741.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,5,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1195.0,118.0,3,118.0,1946,1950,2007,98500.0,11.49781182716018 +2188,908226180,774.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,0.0,544.0,0.0,3,1,Y,Norm,Norm,4,286.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,774.0,0,GasA,4,1Story,1,3,Bnk,1,4270.0,Inside,3,0.0,030,RH,0.0,None,NA,0.0,5,4.0,Edwards,0.0,5,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,544.0,286.0,3,0.0,1931,2006,2007,79000.0,11.27720313144916 +2189,908228010,740.0,125.0,0.0,NA,2,1Fam,3,1,1,0,3,238.0,144.0,278.0,2,5,Y,Norm,Norm,4,84.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,216.0,1,3,1,3,Detchd,865.0,0,GasA,2,1.5Fin,1,2,Bnk,2,10042.0,Corner,3,0.0,040,RL,0.0,None,NA,0.0,8,7.0,Edwards,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,660.0,84.0,3,0.0,1920,1995,2007,108500.0,11.594505451962652 +2190,908250100,894.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,342.0,552.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,400.0,2,3,1,3,Detchd,894.0,0,GasA,4,1Story,1,2,Bnk,1,9450.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,894.0,0.0,3,0.0,1954,1954,2007,110000.0,11.608235644774552 +2191,908275090,796.0,550.0,0.0,NA,2,1Fam,3,1,0,0,2,560.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,MetalSd,HdBoard,2,0,0,CBlock,1,5,384.0,1,3,1,2,Detchd,1346.0,1,GasA,3,2Story,1,2,Lvl,2,11767.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,24.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,560.0,192.0,3,168.0,1910,2000,2007,112000.0,11.626254150277232 +2192,908275200,768.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,224.0,544.0,0.0,4,1,Y,Norm,Norm,4,196.0,2,2,MetalSd,MetalSd,3,2,1,CBlock,1,7,355.0,1,3,1,3,Detchd,768.0,0,GasA,2,1Story,1,2,Lvl,2,8172.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,768.0,196.0,3,0.0,1955,1955,2007,125000.0,11.736069016284437 +2193,908275240,864.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,182.0,682.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,WdShing,Plywood,0,0,0,CBlock,1,7,528.0,2,3,1,3,Detchd,864.0,0,GasA,2,1Story,1,2,HLS,2,8172.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,4,3,0,0.0,0,CompShg,Gable,Family,COD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,196.0,3,196.0,1955,1955,2007,79275.0,11.280678099406549 +2194,908276230,948.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,216.0,732.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,280.0,1,3,1,3,Detchd,948.0,0,GasA,4,1Story,1,2,Lvl,2,8190.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Edwards,36.0,5,3,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,948.0,36.0,3,0.0,1954,1954,2007,119000.0,11.686878772093667 +2195,909176080,1440.0,1440.0,0.0,Pave,8,2FmCon,2,1,0,0,3,1184.0,256.0,0.0,2,1,Y,Feedr,Norm,3,0.0,2,1,VinylSd,VinylSd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,3395.0,0,GasA,4,2.5Fin,2,1,Bnk,2,10896.0,Inside,3,515.0,190,RH,0.0,None,NA,0.0,3,2.0,SWISU,110.0,6,5,0,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,14,2.6390573296152584,2.0,0.8284271247461903,1440.0,110.0,3,0.0,1914,1995,2007,200000.0,12.206072645530174 +2196,909176170,1296.0,1296.0,0.0,NA,6,Duplx,3,2,2,0,3,925.0,371.0,0.0,3,1,N,Norm,Norm,3,240.0,2,2,Wd Sdng,Plywood,0,0,0,PConc,2,5,0.0,0,0,0,0,NA,2592.0,0,Grav,1,2Story,2,2,Lvl,2,10890.0,Inside,3,0.0,090,RL,0.0,None,Shed,1512.0,1,0.0,SWISU,742.0,5,4,2,0.0,0,CompShg,Hip,AdjLand,WD,0.0,Pave,12,2.4849066497880004,4.0,2.0,1296.0,982.0,3,0.0,1923,1950,2007,150000.0,11.918390573078392 +2197,909250150,900.0,602.0,0.0,NA,3,1Fam,2,1,0,0,3,602.0,0.0,0.0,1,1,Y,Norm,Norm,4,112.0,3,2,Wd Sdng,Wd Sdng,0,3,2,PConc,1,7,180.0,1,3,1,3,Detchd,1502.0,1,GasA,2,2Story,1,3,Lvl,2,10592.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,53.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,602.0,261.0,3,96.0,1923,1996,2007,165000.0,12.013700752882718 +2198,909250160,789.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,768.0,0.0,0.0,1,1,N,Norm,Norm,4,112.0,2,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,7,200.0,1,1,1,1,Detchd,789.0,0,Grav,1,1.5Unf,1,2,Lvl,2,10594.0,Inside,3,0.0,045,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,768.0,112.0,3,0.0,1926,1950,2007,96500.0,11.477298287327077 +2199,909251030,1422.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,971.0,319.0,0.0,4,1,Y,Norm,Norm,4,64.0,2,2,Stucco,Plywood,3,0,0,PConc,1,7,352.0,1,3,1,3,Detchd,1422.0,0,GasA,2,1Story,1,2,Lvl,2,7223.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,4,3.0,Crawfor,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1290.0,64.0,3,0.0,1926,1950,2007,136500.0,11.824079893607152 +2200,909251040,759.0,539.0,0.0,NA,2,1Fam,3,1,0,0,3,538.0,113.0,0.0,4,1,Y,Norm,Norm,4,168.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,240.0,1,3,1,3,Detchd,1298.0,0,GasA,3,1.5Fin,1,2,HLS,2,6821.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,6,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,651.0,384.0,3,216.0,1921,2005,2007,146500.0,11.894780707439258 +2201,909252010,981.0,787.0,0.0,NA,3,1Fam,3,1,1,0,4,162.0,569.0,0.0,5,1,Y,Feedr,Norm,4,264.0,2,2,Wd Sdng,Wd Sdng,3,3,2,BrkTil,1,7,240.0,1,3,1,3,Detchd,1768.0,1,GasA,4,1.5Fin,1,3,Lvl,2,7200.0,Corner,3,0.0,050,RL,252.0,BrkFace,NA,0.0,6,5.0,SWISU,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,731.0,264.0,3,0.0,1937,1950,2007,175000.0,12.072541252905651 +2202,909252150,567.0,531.0,0.0,NA,2,1Fam,3,1,1,0,4,285.0,246.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,BrkTil,1,7,216.0,1,3,1,3,Detchd,1098.0,0,GasA,2,2Story,1,2,Lvl,2,4000.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,531.0,0.0,3,0.0,1930,1995,2007,148500.0,11.908340237224891 +2203,909252170,851.0,585.0,0.0,NA,3,1Fam,3,1,0,0,3,585.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,4,1,BrkTil,1,7,228.0,1,3,1,3,Detchd,1436.0,0,GasA,2,2Story,1,2,Lvl,2,6720.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,4,3.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,7,1.9459101490553132,1.0,0.0,585.0,184.0,3,184.0,1921,1950,2007,141500.0,11.86005499606543 +2204,909254090,912.0,514.0,0.0,NA,3,1Fam,3,1,0,0,3,912.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,4,4,1,BrkTil,1,7,216.0,1,3,1,3,Detchd,1426.0,1,GasA,3,1.5Fin,1,3,Lvl,2,7642.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Crawfor,240.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,912.0,240.0,3,0.0,1918,1998,2007,189950.0,12.154516158615772 +2205,909254100,686.0,775.0,0.0,NA,3,1Fam,3,1,0,0,3,686.0,0.0,0.0,1,1,Y,Norm,Norm,4,116.0,2,2,Wd Sdng,Wd Sdng,3,4,1,BrkTil,1,7,225.0,1,3,1,3,Detchd,1461.0,0,GasA,2,2Story,1,2,Lvl,2,7155.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,7,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,686.0,116.0,3,0.0,1926,1991,2007,135000.0,11.813030057420567 +2206,909254130,918.0,728.0,0.0,NA,4,1Fam,3,1,0,0,3,554.0,364.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,3,4,2,CBlock,2,7,240.0,1,3,1,3,Detchd,1646.0,0,GasA,3,2.5Unf,1,2,Lvl,2,7128.0,Inside,3,0.0,075,RL,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,126.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,918.0,126.0,3,0.0,1941,1950,2007,164000.0,12.007621706806335 +2207,909254140,694.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,75.0,365.0,0.0,2,1,N,Norm,Norm,4,34.0,2,2,WdShing,Stucco,3,4,1,PConc,1,7,352.0,1,3,1,4,Detchd,694.0,0,GasA,2,1Story,1,3,Lvl,2,4280.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,3,2.0,Crawfor,0.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,440.0,34.0,3,0.0,1913,2002,2007,90350.0,11.411446296020374 +2208,909254150,661.0,589.0,0.0,NA,3,1Fam,3,1,0,0,3,661.0,0.0,0.0,1,1,Y,Norm,Norm,4,81.0,2,2,Wd Sdng,WdShing,0,4,1,PConc,2,7,552.0,2,3,1,3,Detchd,1250.0,0,GasA,4,1.5Fin,1,2,Lvl,2,5362.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,11,10.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,661.0,323.0,3,242.0,1910,2003,2007,139000.0,11.842229212112828 +2209,909256120,954.0,0.0,0.0,NA,2,1Fam,2,1,0,0,2,920.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,3,4,1,PConc,1,7,240.0,1,3,1,2,Basment,954.0,0,GasA,4,1Story,1,1,Bnk,2,6305.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,920.0,0.0,3,0.0,1938,1950,2007,119750.0,11.693161515273161 +2210,909275020,979.0,979.0,0.0,NA,4,Duplx,3,1,0,0,4,495.0,484.0,0.0,3,1,N,Norm,Norm,2,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,2,7,492.0,2,3,1,3,Attchd,1958.0,0,GasA,2,2Story,2,2,HLS,2,7136.0,Inside,2,0.0,090,RH,423.0,BrkFace,NA,0.0,8,7.0,Crawfor,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,979.0,0.0,3,0.0,1946,1950,2007,145000.0,11.884489021402711 +2211,909275030,1001.0,1001.0,0.0,NA,4,Duplx,3,1,0,0,3,717.0,284.0,0.0,4,1,N,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,2,7,871.0,3,3,1,3,2Types,2002.0,0,GasA,2,2Story,2,2,HLS,2,6270.0,Inside,3,0.0,090,RH,0.0,None,NA,0.0,8,7.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1001.0,0.0,3,0.0,1949,1950,2007,145000.0,11.884489021402711 +2212,909275110,867.0,851.0,0.0,NA,4,1Fam,3,1,0,0,3,851.0,0.0,0.0,1,1,Y,Norm,Norm,4,60.0,2,2,VinylSd,VinylSd,4,3,1,BrkTil,2,7,264.0,2,3,1,3,Detchd,1718.0,1,GasA,3,2.5Unf,1,3,Lvl,2,7230.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,10,9.0,Crawfor,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,153.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,851.0,504.0,3,291.0,1927,1992,2007,238000.0,12.380025952653611 +2213,909275160,1226.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,120.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,6,400.0,2,3,3,3,Attchd,1226.0,1,GasA,1,1Story,1,2,HLS,2,13108.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Crawfor,24.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,228.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,0.0,546.0,3,174.0,1951,1951,2007,153500.0,11.941455846009388 +2214,909275310,1370.0,1254.0,0.0,NA,4,1Fam,3,1,1,0,4,242.0,1128.0,0.0,4,1,N,Feedr,Norm,3,0.0,2,2,Wd Sdng,Stucco,0,4,1,BrkTil,2,7,864.0,3,3,1,3,Detchd,2624.0,1,GasW,2,2Story,1,2,Lvl,2,22420.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,11,10.0,Crawfor,0.0,5,5,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1370.0,0.0,3,0.0,1918,1950,2007,239000.0,12.384218830913648 +2215,909276160,1940.0,1254.0,0.0,NA,4,1Fam,3,2,0,0,4,537.0,428.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Wd Sdng,0,4,2,PConc,2,7,380.0,2,3,1,3,Basment,3194.0,1,GasA,2,2Story,1,2,HLS,1,12168.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,9,8.0,Crawfor,0.0,5,7,2,0.0,0,CompShg,Gable,Alloca,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,965.0,0.0,3,0.0,1934,1998,2007,359100.0,12.791356180214175 +2216,909276210,1230.0,525.0,0.0,NA,4,1Fam,4,1,0,0,3,741.0,189.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,AsbShng,CemntBd,0,3,1,BrkTil,2,7,231.0,1,3,1,2,Detchd,1755.0,0,GasA,4,1.5Fin,1,3,HLS,2,7810.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,11,10.0,Crawfor,40.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,930.0,40.0,3,0.0,1930,2003,2007,188000.0,12.144197241812087 +2217,909279080,1096.0,895.0,0.0,NA,3,1Fam,3,2,0,0,3,0.0,297.0,557.0,3,2,Y,Norm,Norm,4,19.0,2,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,432.0,2,2,1,3,Detchd,1991.0,1,GasA,2,1.5Fin,1,2,HLS,1,11275.0,Corner,2,0.0,050,RL,480.0,BrkFace,NA,0.0,3,2.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,854.0,19.0,3,0.0,1932,1950,2007,220000.0,12.301382825334498 +2218,909281020,760.0,595.0,0.0,NA,3,2FmCon,2,1,0,0,3,195.0,533.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,2,7,528.0,2,3,1,3,Detchd,1355.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6221.0,Inside,2,0.0,190,RL,0.0,None,NA,0.0,10,9.0,Crawfor,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,728.0,144.0,3,0.0,1941,1950,2007,140000.0,11.84939770159144 +2219,909281130,1549.0,1178.0,0.0,NA,3,1Fam,4,1,0,0,4,556.0,297.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,3,2,CBlock,2,3,440.0,2,3,1,3,Detchd,2727.0,1,GasA,2,2Story,1,3,Bnk,1,10570.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,12,11.0,Crawfor,74.0,7,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,853.0,74.0,3,0.0,1932,1994,2007,315000.0,12.66032791780777 +2220,909282020,1436.0,884.0,0.0,NA,3,1Fam,3,1,1,0,3,104.0,774.0,150.0,5,2,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,3,1,CBlock,2,7,180.0,1,3,1,3,Detchd,2320.0,1,GasA,4,2Story,1,3,Lvl,1,7259.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,7,5,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1028.0,224.0,3,224.0,1945,2002,2007,259500.0,12.46651198158808 +2221,909425140,1839.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,291.0,1186.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,3,2,PConc,2,7,416.0,2,3,3,3,Attchd,1839.0,0,GasA,4,1Story,1,3,Lvl,2,14442.0,Inside,3,0.0,020,RL,106.0,BrkFace,NA,0.0,6,5.0,Crawfor,87.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,200.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1477.0,287.0,3,0.0,1957,2004,2007,257500.0,12.458774999085929 +2222,909425270,960.0,780.0,0.0,NA,3,1Fam,3,1,0,0,3,390.0,410.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,7,240.0,1,3,1,3,Attchd,1740.0,1,GasA,2,2Story,1,2,Lvl,2,13125.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,CWD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,800.0,0.0,3,0.0,1940,1984,2007,219500.0,12.299107511497363 +2223,909428120,2259.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,905.0,35.0,869.0,5,3,Y,Norm,Norm,4,192.0,3,2,Wd Sdng,Wd Sdng,3,4,2,CBlock,2,7,450.0,2,3,1,3,Basment,2259.0,0,GasA,2,1Story,1,3,Bnk,2,21000.0,Corner,3,0.0,020,RL,184.0,BrkFace,NA,0.0,10,9.0,Crawfor,120.0,4,5,2,0.0,0,CompShg,Hip,Abnorml,COD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1809.0,478.0,3,166.0,1953,1953,2007,217000.0,12.287652632522597 +2224,909428180,1560.0,0.0,0.0,NA,3,1Fam,4,2,0,0,3,0.0,540.0,1020.0,2,3,Y,Norm,Norm,4,584.0,1,2,Wd Sdng,MetalSd,0,3,3,CBlock,1,7,580.0,2,3,2,3,Attchd,1560.0,1,GasA,2,1Story,1,2,Lvl,2,25485.0,CulDSac,2,0.0,020,RL,423.0,BrkFace,NA,0.0,5,4.0,Crawfor,75.0,3,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1560.0,659.0,3,0.0,1960,1960,2007,201000.0,12.211060187041213 +2225,909428340,1488.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,675.0,813.0,0.0,4,1,Y,Norm,Norm,4,216.0,2,2,HdBoard,BrkFace,0,4,2,PConc,2,7,552.0,2,3,2,3,Attchd,1488.0,0,GasA,4,1Story,1,2,Lvl,2,21579.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Crawfor,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,CWD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1488.0,216.0,3,0.0,1968,1968,2007,215000.0,12.2783933071098 +2226,909451130,529.0,516.0,0.0,NA,2,TwnhsI,3,1,0,0,4,186.0,330.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,3,3,1,CBlock,1,7,462.0,2,3,1,3,Detchd,1045.0,0,GasA,3,2Story,1,2,Lvl,2,1782.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,12,11.0,Blueste,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,516.0,180.0,3,180.0,1980,1980,2007,123900.0,11.727230067617233 +2227,909452102,1680.0,0.0,0.0,NA,4,1Fam,3,1,0,0,4,1680.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,628.0,2,3,1,3,Attchd,1680.0,0,GasA,3,1Story,1,3,Lvl,2,17871.0,Inside,1,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1680.0,152.0,3,152.0,1995,1996,2007,170000.0,12.043553716032399 +2228,909455060,1020.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,427.0,577.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,509.0,2,3,1,3,Attchd,1020.0,0,GasA,3,1Story,1,2,Bnk,1,3907.0,Inside,2,0.0,120,RM,0.0,None,NA,0.0,3,2.0,Blueste,0.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1004.0,135.0,3,135.0,1988,1988,2007,200000.0,12.206072645530174 +2229,909475050,1696.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1262.0,434.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,2,3,2,CBlock,2,7,625.0,2,3,3,3,Attchd,1696.0,0,GasA,4,1Story,1,2,Bnk,2,20693.0,Corner,2,0.0,020,RL,652.0,BrkFace,NA,0.0,2,1.0,Crawfor,146.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1696.0,146.0,3,0.0,1971,1971,2007,198000.0,12.196022309676673 +2231,909475230,2726.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,279.0,0.0,0.0,1,1,Y,Norm,Norm,4,169.0,2,3,WdShing,Plywood,0,4,1,CBlock,2,7,691.0,2,4,3,4,Attchd,2726.0,1,GasA,3,1Story,1,3,HLS,2,18044.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Crawfor,64.0,4,7,2,228.0,4,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,279.0,449.0,3,216.0,1986,1986,2007,315000.0,12.66032791780777 +2232,910200040,997.0,520.0,0.0,NA,3,1Fam,3,1,0,0,3,793.0,0.0,0.0,1,1,N,Artery,Norm,2,144.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1517.0,0,GasW,2,1.5Fin,1,1,Lvl,2,8500.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,793.0,144.0,3,0.0,1919,2005,2007,115000.0,11.652687407345388 +2233,910200110,720.0,495.0,0.0,NA,3,1Fam,3,1,0,0,3,345.0,375.0,0.0,5,1,Y,Norm,Norm,3,30.0,2,2,Wd Sdng,Wd Sdng,3,0,0,BrkTil,1,7,720.0,2,3,3,3,Detchd,1215.0,0,GasA,3,1.5Fin,1,3,Lvl,2,7000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,720.0,30.0,3,0.0,1940,1950,2007,141000.0,11.856515169360305 +2234,910201020,803.0,0.0,0.0,NA,2,1Fam,3,3,0,0,3,604.0,116.0,0.0,4,1,N,RRAe,Norm,2,244.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,360.0,2,3,1,3,Detchd,803.0,0,GasA,0,1.5Unf,1,2,Lvl,2,5000.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,12,11.0,IDOTRR,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,720.0,244.0,3,0.0,1941,1950,2007,87000.0,11.37366339763672 +2235,910201050,936.0,665.0,176.0,NA,3,1Fam,1,1,0,0,3,936.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,3,3,VinylSd,VinylSd,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,1601.0,0,GasA,4,1.5Fin,1,2,Lvl,2,7288.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,9,8.0,IDOTRR,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,936.0,176.0,3,0.0,1925,2003,2007,129850.0,11.774135217090894 +2236,910201110,772.0,351.0,0.0,NA,3,1Fam,3,1,0,0,3,732.0,0.0,0.0,1,1,Y,Norm,Norm,4,140.0,2,2,AsbShng,AsbShng,3,0,0,PConc,1,7,264.0,1,3,1,3,Detchd,1123.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6060.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,4,3,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,732.0,140.0,3,0.0,1939,1950,2007,100000.0,11.512925464970229 +2238,910202030,816.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Artery,Norm,4,96.0,2,2,Stucco,Stucco,0,0,0,BrkTil,1,7,100.0,1,2,1,2,Detchd,816.0,0,GasA,4,1Story,1,2,Lvl,2,3672.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,9,8.0,IDOTRR,0.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,816.0,96.0,3,0.0,1922,1950,2007,75200.0,11.227906509937931 +2239,910203290,1012.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1012.0,0.0,0.0,1,1,Y,Norm,Norm,3,112.0,2,2,BrkFace,BrkFace,3,4,1,BrkTil,1,7,308.0,1,3,1,3,Detchd,1012.0,0,GasA,2,1Story,1,2,Bnk,1,8263.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,22.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1012.0,134.0,3,0.0,1920,1950,2007,118400.0,11.681824001432043 +2240,910204090,1077.0,0.0,0.0,NA,2,1Fam,1,1,0,0,2,961.0,0.0,0.0,1,1,Y,Norm,Norm,0,0.0,1,2,MetalSd,MetalSd,0,0,0,BrkTil,1,2,338.0,1,1,1,1,Detchd,1077.0,0,GasA,3,1Story,1,2,Lvl,2,8967.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,11,10.0,IDOTRR,0.0,1,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,961.0,0.0,3,0.0,1920,1950,2007,67000.0,11.112447898373103 +2241,910205130,910.0,648.0,0.0,NA,4,1Fam,3,1,0,0,3,490.0,420.0,0.0,4,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,282.0,1,3,1,3,Attchd,1558.0,1,GasA,2,1.5Fin,1,2,Lvl,2,13710.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,910.0,289.0,3,289.0,1950,1950,2007,152000.0,11.931635799828413 +2242,910206010,640.0,0.0,0.0,NA,1,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,2,256.0,1,2,1,3,Detchd,845.0,0,GasA,4,1.5Fin,1,2,Lvl,2,11067.0,Corner,3,205.0,050,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,0.0,3,1,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,48.0,3,48.0,1939,1950,2007,68104.0,11.128791227563893 +2243,911103060,1034.0,957.0,0.0,NA,4,2FmCon,3,1,0,0,3,957.0,0.0,0.0,1,1,N,Feedr,Norm,4,133.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1991.0,0,GasA,1,2Story,2,2,Lvl,2,8250.0,Inside,3,0.0,190,C,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,5,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,957.0,133.0,3,0.0,1895,2006,2007,119600.0,11.691908120498669 +2244,911128010,1073.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,106.0,967.0,0.0,6,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,720.0,2,3,1,3,Detchd,1073.0,0,GasA,3,1Story,1,2,Lvl,2,6565.0,Corner,3,0.0,020,C,0.0,None,NA,0.0,8,7.0,IDOTRR,444.0,5,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1073.0,444.0,3,0.0,1957,1980,2007,140000.0,11.84939770159144 +2245,911128020,1001.0,0.0,86.0,NA,2,1Fam,3,1,0,0,3,100.0,737.0,0.0,5,1,Y,Norm,Norm,4,42.0,2,3,MetalSd,MetalSd,0,0,0,BrkTil,1,7,216.0,1,1,1,3,Detchd,1001.0,0,GasA,4,1Story,1,3,Lvl,2,6060.0,Inside,3,0.0,030,C,0.0,None,NA,0.0,11,10.0,IDOTRR,0.0,8,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,837.0,282.0,3,154.0,1930,2007,2007,124900.0,11.73526869611367 +2246,911370450,1625.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,4,0.0,1573.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,495.0,2,3,3,3,Attchd,1625.0,0,GasA,3,1Story,1,3,HLS,1,5568.0,Inside,2,0.0,120,RM,473.0,Stone,NA,0.0,10,9.0,Crawfor,0.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,153.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1573.0,276.0,3,123.0,2006,2007,2007,375000.0,12.834681304952548 +2247,911370460,1625.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,4,0.0,1573.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,538.0,2,3,3,3,Attchd,1625.0,0,GasA,4,1Story,1,3,HLS,1,4750.0,Inside,2,0.0,120,RM,481.0,Stone,NA,0.0,12,11.0,Crawfor,0.0,4,7,2,0.0,0,CompShg,Hip,Family,WD,153.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1573.0,276.0,3,123.0,2006,2007,2007,235000.0,12.367340793126296 +2248,914452090,1299.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,0.0,1001.0,0.0,6,1,Y,Norm,Norm,4,222.0,2,2,HdBoard,WdShing,3,1,1,CBlock,2,7,486.0,2,3,2,3,BuiltIn,1299.0,0,GasA,2,SFoyer,1,3,Bnk,2,12150.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,1,0.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1001.0,306.0,3,84.0,1979,1979,2007,183500.0,12.119969946476761 +2249,914452120,912.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,115.0,773.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,3,1,CBlock,1,7,470.0,2,3,2,3,Attchd,912.0,0,GasA,4,SFoyer,1,2,Lvl,2,7540.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,192.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,888.0,192.0,3,0.0,1978,1978,2007,156000.0,11.957611286231675 +2250,914452190,1080.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,748.0,336.0,0.0,5,1,Y,Norm,Norm,4,158.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,484.0,2,3,1,3,Attchd,1080.0,1,GasA,2,1Story,1,2,Bnk,2,9187.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1084.0,278.0,3,120.0,1983,1983,2007,134000.0,11.805595078933049 +2251,914460020,1392.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,856.0,585.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,650.0,3,3,3,3,Attchd,1392.0,0,GasA,4,1Story,1,3,Lvl,2,10000.0,Inside,3,0.0,020,RL,166.0,BrkFace,NA,0.0,12,11.0,Mitchel,49.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1441.0,217.0,3,168.0,2002,2002,2007,215000.0,12.2783933071098 +2252,914460110,1409.0,0.0,0.0,NA,1,1Fam,3,1,1,0,4,17.0,1392.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,576.0,2,3,2,3,Attchd,1409.0,1,GasA,4,1Story,1,3,Lvl,2,12864.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Mitchel,144.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,145.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1409.0,289.0,3,0.0,2002,2002,2007,245000.0,12.409013489526863 +2253,914476330,1478.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,215.0,1239.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,506.0,2,3,1,3,Attchd,1478.0,0,GasA,2,1Story,1,2,Lvl,2,9928.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Mitchel,22.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1454.0,136.0,3,114.0,1991,1992,2007,210000.0,12.254862809699606 +2254,914478020,918.0,0.0,0.0,NA,3,1Fam,3,3,0,1,3,98.0,224.0,530.0,3,6,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,1,7,360.0,1,3,1,3,Attchd,918.0,0,GasA,2,SLvl,0,2,Lvl,2,8750.0,Inside,2,0.0,080,RL,50.0,Stone,NA,0.0,3,2.0,Mitchel,84.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,852.0,276.0,3,192.0,1975,1975,2007,148000.0,11.904967552746252 +2255,914478100,1026.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,46.0,924.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,1,1,CBlock,1,7,528.0,2,3,1,3,Attchd,1026.0,0,GasA,2,SFoyer,1,2,Lvl,2,8410.0,Corner,2,0.0,085,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,970.0,193.0,3,193.0,1974,1974,2007,143000.0,11.870599909242044 +2256,916226090,1501.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,552.0,949.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,2,BrkTil,2,7,512.0,2,3,3,3,Attchd,1501.0,0,GasA,4,1Story,1,3,Lvl,2,4054.0,Inside,2,0.0,120,RL,352.0,BrkFace,NA,0.0,10,9.0,Timber,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1501.0,240.0,3,240.0,1987,1987,2007,244000.0,12.404923504275338 +2257,916253320,1502.0,0.0,0.0,NA,1,TwnhsE,3,1,1,0,4,328.0,1102.0,72.0,6,5,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,3,1,PConc,1,7,286.0,1,3,3,3,Attchd,1502.0,1,GasA,4,1Story,1,3,Lvl,2,9763.0,Inside,2,0.0,120,RM,239.0,BrkFace,NA,0.0,9,8.0,GrnHill,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1502.0,0.0,3,0.0,1998,1998,2007,330000.0,12.706847933442663 +2258,916326040,1328.0,0.0,0.0,NA,2,1Fam,3,4,0,1,3,383.0,967.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,4,2,CBlock,1,7,308.0,1,3,2,3,Attchd,1328.0,1,GasA,3,1Story,1,2,Lvl,2,16905.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Timber,104.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1350.0,104.0,3,0.0,1959,1959,2007,170000.0,12.043553716032399 +2259,916326090,2279.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,585.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,4,4,1,CBlock,2,7,461.0,2,3,2,3,Attchd,2279.0,1,GasA,3,1Story,1,3,Lvl,2,19958.0,Inside,3,0.0,020,RL,1224.0,BrkFace,NA,0.0,7,6.0,Timber,0.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,138.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,585.0,412.0,3,274.0,1958,1995,2007,257000.0,12.456831363877356 +2260,916384050,1689.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1689.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,433.0,2,3,3,3,Attchd,1689.0,0,GasA,4,1Story,1,3,HLS,2,8368.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Timber,39.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1689.0,139.0,3,100.0,2006,2007,2007,231713.0,12.353254815881487 +2262,916384080,1484.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,1048.0,428.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,472.0,2,3,2,3,Attchd,1484.0,0,GasA,4,1Story,1,4,HLS,2,9037.0,Inside,2,0.0,020,RL,32.0,BrkFace,NA,0.0,12,11.0,Timber,33.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1476.0,153.0,3,120.0,2006,2006,2007,265900.0,12.490875577231112 +2263,916384150,1571.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,1571.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,722.0,3,3,3,3,Attchd,1571.0,0,GasA,4,1Story,1,3,HLS,2,10991.0,Inside,2,0.0,020,RL,80.0,BrkFace,NA,0.0,12,11.0,Timber,36.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1571.0,136.0,3,100.0,2007,2007,2007,239000.0,12.384218830913648 +2264,916386170,1646.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1638.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,870.0,3,3,2,3,Attchd,1646.0,0,GasA,4,1Story,1,3,HLS,2,10656.0,Inside,2,0.0,020,RL,274.0,Stone,NA,0.0,11,10.0,Timber,80.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1638.0,272.0,3,192.0,2006,2007,2007,248900.0,12.424806488355683 +2265,916403040,1240.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,970.0,215.0,80.0,5,4,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,528.0,2,3,1,3,Attchd,1240.0,0,GasA,3,1Story,1,3,Lvl,2,10331.0,CulDSac,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Timber,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1265.0,232.0,3,232.0,1985,1985,2007,174000.0,12.066810578196666 +2266,916403290,1187.0,530.0,0.0,NA,3,1Fam,3,2,0,0,4,254.0,902.0,0.0,2,1,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,3,1,CBlock,2,7,400.0,2,3,2,3,Attchd,1717.0,1,GasA,4,1.5Fin,1,3,Lvl,2,13758.0,CulDSac,2,0.0,050,RL,117.0,BrkFace,NA,0.0,4,3.0,Timber,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1156.0,204.0,3,168.0,1990,1991,2007,187500.0,12.141534124392603 +2267,916455010,888.0,868.0,0.0,NA,3,1Fam,3,1,1,0,5,130.0,742.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,422.0,2,3,3,3,Attchd,1756.0,1,GasA,4,2Story,1,2,Lvl,2,9303.0,Corner,2,0.0,060,RL,42.0,BrkFace,NA,0.0,7,6.0,Timber,122.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,872.0,266.0,3,144.0,1996,1997,2007,204000.0,12.225875272826354 +2268,916455050,1312.0,0.0,0.0,NA,2,1Fam,3,2,0,0,5,1017.0,250.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,471.0,2,3,1,3,Attchd,1312.0,0,GasA,4,1Story,1,3,Lvl,2,6718.0,Inside,2,0.0,020,RL,86.0,BrkFace,NA,0.0,1,0.0,Timber,28.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1267.0,284.0,3,256.0,2001,2001,2007,180500.0,12.103486056755072 +2269,916455110,1146.0,0.0,0.0,NA,3,1Fam,3,3,1,0,5,82.0,786.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,438.0,2,3,3,3,Attchd,1146.0,0,GasA,4,SLvl,1,3,Lvl,2,9590.0,Corner,2,0.0,080,RL,442.0,BrkFace,NA,0.0,5,4.0,Timber,22.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,868.0,182.0,3,160.0,2003,2003,2007,187500.0,12.141534124392603 +2270,916455150,1922.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,593.0,1329.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,692.0,3,3,3,3,Attchd,1922.0,0,GasA,4,1Story,1,3,Lvl,2,11305.0,Inside,3,0.0,020,RL,886.0,BrkFace,NA,0.0,4,3.0,Timber,64.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1922.0,265.0,3,201.0,2002,2002,2007,282000.0,12.54966234992025 +2271,916460020,1491.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1491.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,571.0,2,3,3,3,Attchd,1491.0,0,GasA,4,1Story,1,2,Lvl,2,7777.0,Inside,2,0.0,020,RL,203.0,BrkFace,NA,0.0,11,10.0,Timber,35.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1491.0,35.0,3,0.0,1996,1996,2007,178000.0,12.089538829274222 +2272,916475020,1629.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,316.0,1300.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,808.0,3,3,3,3,Attchd,1629.0,0,GasA,4,1Story,1,3,Lvl,2,14536.0,Inside,3,0.0,020,RL,236.0,BrkFace,NA,0.0,11,10.0,Timber,252.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1616.0,252.0,3,0.0,2002,2003,2007,270000.0,12.506177237980511 +2273,916477060,1146.0,1340.0,0.0,NA,5,1Fam,3,4,1,0,4,356.0,766.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,452.0,2,3,3,3,BuiltIn,2486.0,1,GasA,4,2Story,1,3,Lvl,2,11800.0,Inside,2,0.0,060,RL,94.0,BrkFace,NA,0.0,7,6.0,Timber,32.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,4.5,2.2426406871192848,1122.0,175.0,3,143.0,2003,2004,2007,279900.0,12.542187675503545 +2274,917425190,1572.0,0.0,0.0,NA,3,1Fam,3,4,1,0,3,413.0,1159.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,3,2,CBlock,1,7,995.0,3,3,2,3,2Types,1572.0,1,GasA,3,1Story,1,2,Lvl,1,35133.0,Inside,3,0.0,020,RL,226.0,BrkFace,NA,0.0,5,4.0,Timber,263.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,263.0,Grvl,5,1.6094379124341003,2.5,1.1622776601683795,1572.0,526.0,3,0.0,1963,1963,2007,186700.0,12.137258329529814 +2275,921126010,1776.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,1652.0,80.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,712.0,3,3,3,3,Attchd,1776.0,0,GasA,4,1Story,1,3,HLS,2,15306.0,Corner,2,0.0,020,RL,100.0,Stone,NA,0.0,5,4.0,Timber,0.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1732.0,0.0,3,0.0,2006,2007,2007,283463.0,12.554836882168736 +2276,921128030,1824.0,0.0,0.0,NA,3,1Fam,3,4,0,0,5,1824.0,0.0,0.0,1,1,Y,PosA,PosA,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,932.0,3,3,3,3,Attchd,1824.0,0,GasA,4,1Story,1,4,HLS,2,12633.0,Inside,2,0.0,020,RL,242.0,BrkFace,NA,0.0,9,8.0,Timber,36.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,108.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1824.0,304.0,3,160.0,2006,2007,2007,392000.0,12.8790171187726 +2277,921205070,1133.0,1349.0,0.0,NA,4,1Fam,4,4,0,0,4,1094.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,642.0,3,3,3,3,BuiltIn,2482.0,1,GasA,4,2Story,1,3,Lvl,2,12665.0,Inside,2,0.0,060,RL,245.0,BrkFace,NA,0.0,2,1.0,Timber,39.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1094.0,183.0,3,144.0,2005,2006,2007,281213.0,12.54686766829102 +2278,923202134,1120.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,914.0,206.0,0.0,5,1,Y,Feedr,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1120.0,0,GasA,4,1Story,1,2,Lvl,2,8402.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Mitchel,30.0,4,4,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,1.0,0.0,1120.0,30.0,3,0.0,2007,2007,2007,147000.0,11.898187865760873 +2279,923202220,2034.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Artery,Norm,4,0.0,2,2,MetalSd,MetalSd,4,0,0,CBlock,1,6,1041.0,4,3,2,3,2Types,2034.0,0,GasA,4,1Story,1,2,Lvl,2,43500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,266.0,4,2,0,561.0,2,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.0,0.0,0.0,749.0,3,483.0,1953,1953,2007,130000.0,11.77528972943772 +2280,923203010,936.0,0.0,0.0,NA,0,TwnhsE,3,3,2,0,5,0.0,16.0,904.0,3,6,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,0,7,460.0,2,3,3,3,Attchd,936.0,1,GasA,4,SFoyer,1,2,Lvl,2,6710.0,FR3,2,0.0,120,RM,134.0,BrkFace,NA,0.0,6,5.0,Mitchel,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.5,1.1622776601683795,920.0,40.0,3,0.0,1996,1997,2007,140000.0,11.84939770159144 +2281,923204050,1040.0,0.0,0.0,NA,3,1Fam,3,4,1,0,3,431.0,633.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,PConc,1,7,648.0,2,3,1,3,Attchd,1040.0,0,GasA,3,1Story,1,2,HLS,1,25286.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Mitchel,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1064.0,0.0,3,0.0,1963,1963,2007,132250.0,11.792449349720545 +2282,923204140,1632.0,0.0,0.0,NA,4,Duplx,3,3,0,0,3,1632.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,2,7,576.0,2,3,1,3,Attchd,1632.0,0,GasA,2,1Story,2,2,Low,2,25000.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,3,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1632.0,0.0,3,0.0,1967,1967,2007,143000.0,11.870599909242044 +2283,923205025,1622.0,0.0,0.0,NA,3,2FmCon,3,3,1,0,3,90.0,1159.0,0.0,4,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,3,1,CBlock,1,7,1356.0,4,3,3,3,2Types,1622.0,0,GasA,4,1Story,1,2,Low,1,32463.0,Inside,3,0.0,190,RL,149.0,Stone,NA,0.0,3,2.0,Mitchel,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1249.0,439.0,3,439.0,1961,1975,2007,168000.0,12.031719258385396 +2284,923225040,1060.0,0.0,0.0,NA,3,TwnhsE,3,1,1,0,4,200.0,840.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,3,1,PConc,1,7,572.0,2,3,1,3,Attchd,1060.0,0,GasA,2,1Story,1,2,Lvl,2,4224.0,Inside,3,0.0,120,RM,0.0,None,NA,0.0,6,5.0,MeadowV,110.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1040.0,210.0,3,100.0,1976,1976,2007,129900.0,11.77452020265869 +2285,923225050,1142.0,0.0,0.0,NA,3,TwnhsE,3,1,1,0,4,268.0,874.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,3,1,1,PConc,1,7,528.0,2,3,3,3,Attchd,1142.0,1,GasA,2,1Story,1,2,Lvl,2,4224.0,Inside,3,0.0,120,RM,0.0,None,NA,0.0,8,7.0,MeadowV,90.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1142.0,626.0,3,536.0,1976,1976,2007,134000.0,11.805595078933049 +2286,923226300,546.0,546.0,0.0,NA,3,TwnhsI,3,1,0,0,3,294.0,252.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,253.0,1,3,1,3,Attchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,1504.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,5,4.0,MeadowV,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,546.0,0.0,3,0.0,1972,1972,2007,85500.0,11.356271654924852 +2287,923228200,530.0,462.0,0.0,NA,2,TwnhsI,3,3,1,0,4,27.0,503.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,297.0,1,3,3,3,BuiltIn,992.0,0,GasA,2,SLvl,1,2,Lvl,2,1533.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,7,6.0,MeadowV,97.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,530.0,209.0,3,112.0,1970,1970,2007,106500.0,11.575900264131617 +2288,923228220,546.0,546.0,0.0,NA,3,TwnhsE,3,1,0,0,3,162.0,384.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1092.0,1,GasA,4,2Story,1,2,Lvl,2,1495.0,Inside,3,0.0,160,RM,189.0,BrkFace,NA,0.0,5,4.0,MeadowV,64.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,546.0,64.0,3,0.0,1970,1970,2007,93900.0,11.449985665196355 +2289,923228250,546.0,546.0,0.0,NA,3,TwnhsI,3,1,0,0,3,546.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,0,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,1092.0,1,GasA,1,2Story,1,2,Lvl,2,2001.0,Inside,3,0.0,160,RM,80.0,BrkFace,NA,0.0,1,0.0,MeadowV,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,546.0,0.0,3,0.0,1970,1970,2007,75000.0,11.225243392518447 +2290,923228290,630.0,0.0,0.0,NA,1,TwnhsI,3,3,1,0,4,0.0,131.0,499.0,4,6,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,3,0,0,CBlock,1,7,0.0,0,0,0,0,NA,630.0,0,GasA,3,SFoyer,1,2,Lvl,2,1936.0,Inside,3,0.0,180,RM,0.0,None,NA,0.0,12,11.0,MeadowV,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,630.0,0.0,3,0.0,1970,1970,2007,84500.0,11.344506813345266 +2291,923228390,546.0,546.0,0.0,NA,3,TwnhsI,3,1,0,0,3,546.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,CemntBd,2,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,1092.0,1,GasA,4,2Story,1,2,Lvl,2,1890.0,Inside,3,0.0,160,RM,0.0,None,NA,0.0,4,3.0,MeadowV,0.0,2,3,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,546.0,0.0,3,0.0,1976,1976,2007,75190.0,11.227773522372072 +2292,923229010,1062.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,490.0,539.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,2,PConc,1,7,539.0,2,3,2,3,Attchd,1062.0,0,GasA,2,SLvl,1,2,Lvl,2,11333.0,Corner,2,0.0,080,RL,0.0,None,NA,0.0,5,4.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1029.0,120.0,3,120.0,1976,1976,2007,146800.0,11.896826395162552 +2293,923229040,1008.0,0.0,0.0,NA,1,1Fam,3,3,1,0,4,0.0,923.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,2,1,PConc,1,7,678.0,2,3,3,3,Attchd,1008.0,0,GasA,2,SFoyer,1,3,Lvl,2,9129.0,Inside,3,0.0,085,RL,144.0,BrkFace,NA,0.0,7,6.0,Mitchel,66.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,923.0,267.0,3,201.0,1977,1977,2007,153500.0,11.941455846009388 +2294,923229100,1356.0,0.0,0.0,NA,3,1Fam,3,4,2,0,4,96.0,1148.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,3,1,PConc,2,7,528.0,2,3,3,3,Attchd,1356.0,0,GasA,2,SLvl,1,2,Low,1,15957.0,Corner,2,0.0,080,RL,0.0,None,NA,0.0,9,8.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,4.0,2.0,1244.0,1424.0,3,1424.0,1977,1977,2007,188000.0,12.144197241812087 +2295,923229140,1676.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,48.0,1112.0,0.0,5,1,Y,Norm,Norm,4,0.0,1,2,Plywood,Plywood,4,3,2,PConc,1,4,672.0,2,3,2,3,Attchd,1676.0,1,GasA,2,1Story,1,3,Lvl,2,33983.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Mitchel,90.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1160.0,780.0,3,690.0,1977,1994,2007,196000.0,12.185869938212655 +2296,923230010,716.0,716.0,0.0,NA,3,1Fam,3,1,1,0,4,185.0,531.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,4,4,1,PConc,1,7,531.0,2,3,3,3,Attchd,1432.0,1,GasA,4,2Story,1,2,Lvl,2,8286.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Mitchel,136.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,240.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,716.0,376.0,3,0.0,1977,1977,2007,157000.0,11.964001084330445 +2297,923230120,796.0,0.0,0.0,NA,2,1Fam,3,3,0,1,4,0.0,796.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,HdBoard,2,0,0,CBlock,1,7,0.0,0,0,0,0,NA,796.0,0,GasA,2,SFoyer,1,2,Lvl,2,6723.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,9,8.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,796.0,129.0,3,129.0,1971,1971,2007,138000.0,11.835008964139341 +2298,923230180,768.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,149.0,619.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,624.0,2,3,1,3,Detchd,768.0,0,GasA,4,SFoyer,1,2,Lvl,2,7244.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,4,3.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,768.0,104.0,3,104.0,1970,1970,2007,129500.0,11.771436160121729 +2299,923251160,1608.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,585.0,811.0,0.0,4,1,N,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,1,7,444.0,1,2,1,3,Attchd,1608.0,0,GasA,2,1Story,1,2,Lvl,2,27697.0,Inside,3,0.0,020,RL,198.0,CBlock,NA,0.0,11,10.0,Mitchel,38.0,2,3,2,0.0,0,CompShg,Shed,Abnorml,COD,0.0,Pave,6,1.791759469228055,1.0,0.0,1396.0,190.0,3,152.0,1961,1961,2007,80000.0,11.289781913656018 +2300,923252080,845.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,280.0,565.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,360.0,2,3,1,3,Detchd,845.0,0,GasA,2,1Story,1,2,Lvl,2,7599.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,845.0,0.0,3,0.0,1982,2006,2007,129500.0,11.771436160121729 +2301,923275010,1178.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,0.0,1090.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,PConc,1,7,502.0,2,3,1,3,Attchd,1178.0,1,GasA,2,1Story,1,2,Lvl,2,11000.0,Corner,1,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,44.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,88.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1090.0,132.0,3,0.0,1976,2003,2007,135000.0,11.813030057420567 +2302,923275200,816.0,0.0,0.0,NA,2,1Fam,3,4,0,0,3,270.0,546.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,ImStucc,0,0,0,CBlock,1,7,264.0,1,3,1,3,Attchd,816.0,0,GasA,2,1Story,1,2,Lvl,2,8314.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,816.0,168.0,3,168.0,1982,1982,2007,124500.0,11.732060994886899 +2303,923276180,816.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,220.0,596.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,264.0,1,3,3,3,Attchd,816.0,0,GasA,2,1Story,1,2,Lvl,2,11625.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Mitchel,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,816.0,330.0,3,330.0,1983,1983,2007,139000.0,11.842229212112828 +2304,923400150,974.0,0.0,0.0,NA,3,1Fam,3,2,0,0,4,762.0,212.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,PConc,1,7,0.0,0,0,0,0,NA,974.0,0,GasA,2,1Story,1,2,Lvl,2,10712.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Mitchel,28.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,Oth,0.0,Pave,5,1.6094379124341003,1.0,0.0,974.0,28.0,3,0.0,1991,1992,2007,93500.0,11.44571671527678 +2305,923425030,887.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,348.0,516.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,HdBoard,0,0,0,CBlock,1,7,288.0,1,3,2,3,Attchd,887.0,0,GasA,2,1Story,1,2,Lvl,2,10447.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Mitchel,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,864.0,140.0,3,140.0,1984,1984,2007,124500.0,11.732060994886899 +2306,526302030,1293.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,171.0,468.0,539.0,4,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,452.0,2,3,2,3,Attchd,1293.0,0,GasA,3,1Story,1,2,Lvl,2,11027.0,Inside,2,0.0,020,RL,28.0,Stone,NA,0.0,5,4.0,Names,0.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1178.0,280.0,3,280.0,1954,1954,2006,149900.0,11.917723684090689 +2307,526302040,1024.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,235.0,773.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,3,2,CBlock,1,7,313.0,1,3,1,3,Attchd,1024.0,0,GasA,2,1Story,1,3,Lvl,2,10533.0,Inside,2,0.0,020,RL,244.0,BrkFace,NA,0.0,8,7.0,Names,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,280.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1008.0,280.0,3,0.0,1956,1956,2006,157500.0,11.967180737247824 +2308,526302120,1797.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,490.0,1127.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,963.0,3,3,1,3,Attchd,1797.0,1,GasA,1,1Story,1,2,Lvl,2,11765.0,Corner,2,0.0,020,RL,302.0,Stone,NA,0.0,6,5.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1617.0,0.0,3,0.0,1957,1957,2006,169000.0,12.037653993905211 +2309,526303060,1390.0,0.0,0.0,NA,1,1Fam,3,4,1,0,4,595.0,1110.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,2,CBlock,1,6,550.0,2,3,1,3,Attchd,1390.0,1,GasA,4,1Story,1,4,Low,0,39384.0,CulDSac,2,0.0,020,RL,902.0,Stone,NA,0.0,10,9.0,Names,189.0,5,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1705.0,189.0,3,0.0,1957,1957,2006,252000.0,12.437184366493561 +2310,526354020,1851.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,1851.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,506.0,2,3,3,3,Attchd,1851.0,0,GasA,3,1Story,1,2,Lvl,2,11727.0,Corner,3,0.0,020,RL,434.0,BrkFace,NA,0.0,3,2.0,Names,146.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1851.0,146.0,3,0.0,1969,1969,2006,192100.0,12.165771348756648 +2311,527105060,813.0,712.0,0.0,NA,3,1Fam,3,1,1,0,3,113.0,700.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,3,3,Attchd,1525.0,1,GasA,4,2Story,1,2,Lvl,2,8238.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,72.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,813.0,493.0,3,421.0,1997,1998,2006,183500.0,12.119969946476761 +2312,527106010,993.0,1243.0,0.0,NA,4,1Fam,3,1,0,0,4,964.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,642.0,2,3,3,3,BuiltIn,2236.0,1,GasA,3,2Story,1,3,Lvl,2,13006.0,Corner,2,0.0,060,RL,285.0,BrkFace,NA,0.0,11,10.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,964.0,0.0,3,0.0,1997,1997,2006,222000.0,12.310432660854417 +2313,527107020,781.0,890.0,0.0,NA,3,1Fam,3,1,0,0,4,781.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,423.0,2,3,3,3,Attchd,1671.0,1,GasA,3,2Story,1,2,Lvl,2,13041.0,Inside,1,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Gilbert,84.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,781.0,84.0,3,0.0,1995,1995,2006,170000.0,12.043553716032399 +2314,527107030,691.0,807.0,0.0,NA,3,1Fam,3,1,0,0,4,99.0,592.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,409.0,2,3,3,3,Attchd,1498.0,1,GasA,3,2Story,1,2,Lvl,2,13031.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,44.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,691.0,359.0,3,315.0,1995,1996,2006,187500.0,12.141534124392603 +2315,527107120,821.0,955.0,0.0,NA,3,1Fam,3,1,0,0,4,821.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,443.0,2,3,3,3,BuiltIn,1776.0,1,GasA,3,2Story,1,2,Lvl,2,9783.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,116.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,821.0,402.0,3,286.0,1996,1996,2006,202000.0,12.216022976383341 +2316,527107240,802.0,709.0,0.0,NA,3,1Fam,3,3,1,0,4,88.0,714.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,413.0,2,3,3,3,Attchd,1511.0,1,GasA,3,2Story,1,2,HLS,2,11207.0,FR2,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,75.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,802.0,170.0,3,95.0,1997,1997,2006,185000.0,12.128111104060462 +2317,527108010,1392.0,1070.0,168.0,NA,4,1Fam,3,2,1,0,4,1335.0,57.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,576.0,2,3,2,3,Attchd,2462.0,1,GasA,4,2Story,1,3,HLS,2,19378.0,Corner,2,0.0,060,RL,456.0,BrkFace,NA,0.0,3,2.0,Gilbert,132.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1392.0,539.0,3,239.0,2005,2006,2006,320000.0,12.676076274775909 +2318,527108020,1670.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1670.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,690.0,3,3,2,3,Attchd,1670.0,0,GasA,4,1Story,1,3,HLS,2,14859.0,CulDSac,2,0.0,020,RL,27.0,BrkFace,NA,0.0,8,7.0,Gilbert,60.0,4,6,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1670.0,204.0,3,144.0,2006,2006,2006,240000.0,12.388394202324129 +2319,527108030,1074.0,990.0,0.0,NA,4,1Fam,3,1,0,0,4,1074.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,527.0,2,3,3,3,Attchd,2064.0,1,GasA,4,2Story,1,3,HLS,2,13128.0,CulDSac,2,0.0,060,RL,216.0,BrkFace,NA,0.0,1,0.0,Gilbert,119.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1074.0,119.0,3,0.0,2005,2005,2006,250000.0,12.429216196844383 +2320,527108040,901.0,900.0,0.0,NA,3,1Fam,3,1,0,0,4,893.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,800.0,3,3,3,3,Attchd,1801.0,1,GasA,4,2Story,1,3,HLS,2,10463.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,116.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,893.0,116.0,3,0.0,2005,2005,2006,239900.0,12.387977448827787 +2321,527108060,1700.0,512.0,0.0,NA,3,1Fam,3,3,1,0,4,1640.0,60.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,773.0,3,3,3,3,Attchd,2212.0,1,GasA,4,2Story,1,3,HLS,2,13751.0,CulDSac,2,0.0,060,RL,248.0,BrkFace,NA,0.0,5,4.0,Gilbert,38.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,115.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1700.0,390.0,3,237.0,2005,2006,2006,309000.0,12.641096555879882 +2322,527108090,887.0,1134.0,0.0,NA,3,1Fam,4,1,0,0,5,868.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,422.0,2,3,2,3,BuiltIn,2021.0,1,GasA,4,2Story,1,3,HLS,2,23257.0,CulDSac,0,0.0,060,RL,0.0,None,NA,0.0,9,8.0,Gilbert,100.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,868.0,100.0,3,0.0,2006,2006,2006,274725.0,12.523525876315125 +2323,527146135,2079.0,608.0,0.0,NA,4,1Fam,3,1,0,0,4,2062.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,0,0,PConc,2,7,618.0,2,3,3,3,Attchd,2687.0,1,GasA,4,2Story,1,3,Lvl,2,13108.0,Inside,2,0.0,160,RL,0.0,None,NA,0.0,12,11.0,StoneBr,12.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,2062.0,180.0,3,168.0,1994,1994,2006,270000.0,12.506177237980511 +2324,527158020,1169.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,455.0,705.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,PConc,2,7,402.0,2,3,3,3,Attchd,1169.0,0,GasA,3,1Story,1,2,Lvl,2,8076.0,Inside,2,0.0,020,RL,112.0,BrkFace,NA,0.0,7,6.0,Gilbert,26.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,144.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1160.0,170.0,3,0.0,1993,1994,2006,183500.0,12.119969946476761 +2325,527163020,697.0,804.0,0.0,NA,3,1Fam,3,1,0,0,4,179.0,518.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,420.0,2,3,3,3,Attchd,1501.0,1,GasA,3,2Story,1,3,Lvl,2,7685.0,Inside,2,0.0,060,RL,112.0,BrkFace,NA,0.0,5,4.0,Gilbert,63.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,697.0,253.0,3,190.0,1993,1994,2006,165600.0,12.017330520933296 +2326,527166030,955.0,677.0,0.0,NA,3,1Fam,3,1,0,0,4,935.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,462.0,2,3,3,3,Attchd,1632.0,1,GasA,3,2Story,1,2,Lvl,2,9084.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,28.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,935.0,28.0,3,0.0,1998,1998,2006,176500.0,12.081076155355488 +2327,527182020,1204.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1191.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,461.0,2,3,2,3,Attchd,1204.0,0,GasA,2,1Story,1,2,Lvl,2,3701.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,8,7.0,StoneBr,70.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1191.0,190.0,3,120.0,1987,1987,2006,130000.0,11.77528972943772 +2328,527190050,1064.0,703.0,0.0,NA,2,TwnhsE,4,1,1,0,4,354.0,495.0,215.0,6,3,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,3,1,PConc,2,7,504.0,2,3,2,4,Attchd,1767.0,0,GasA,3,2Story,1,3,Lvl,2,5306.0,Inside,2,0.0,160,RL,0.0,None,NA,0.0,6,5.0,StoneBr,35.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1064.0,476.0,3,441.0,1987,1987,2006,239000.0,12.384218830913648 +2329,527190220,1742.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,594.0,1148.0,0.0,6,1,Y,Norm,Norm,4,234.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,564.0,2,3,2,3,Attchd,1742.0,0,GasA,2,1Story,1,3,Low,1,6563.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,12,11.0,StoneBr,28.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1742.0,376.0,3,114.0,1985,1985,2006,275000.0,12.524526376648708 +2330,527210030,1414.0,1384.0,0.0,NA,3,1Fam,3,4,1,0,5,180.0,1218.0,0.0,6,1,Y,Norm,Norm,4,0.0,4,3,VinylSd,VinylSd,0,4,1,PConc,3,7,670.0,3,3,3,3,BuiltIn,2798.0,1,GasA,4,2Story,1,4,HLS,2,16023.0,CulDSac,2,0.0,060,RL,600.0,BrkFace,NA,0.0,3,2.0,StoneBr,37.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,4.5,2.2426406871192848,1398.0,219.0,3,182.0,2005,2006,2006,457347.0,13.033197681535283 +2331,527210040,1528.0,1862.0,0.0,NA,5,1Fam,3,4,0,0,5,1528.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,1,PConc,3,7,758.0,3,3,3,3,BuiltIn,3390.0,1,GasA,4,2Story,1,4,HLS,2,18062.0,CulDSac,2,0.0,060,RL,662.0,BrkFace,NA,0.0,9,8.0,StoneBr,34.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1528.0,238.0,3,204.0,2006,2006,2006,545224.0,13.20895199837856 +2332,527210050,1102.0,1371.0,0.0,NA,4,1Fam,4,4,0,0,5,889.0,205.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,675.0,3,3,3,3,BuiltIn,2473.0,1,GasA,4,2Story,1,3,HLS,2,12292.0,CulDSac,2,0.0,060,RL,184.0,BrkFace,NA,0.0,7,6.0,StoneBr,39.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,2.5,1.1622776601683795,1094.0,285.0,3,246.0,2006,2006,2006,356383.0,12.783761274226782 +2333,527212030,1992.0,876.0,0.0,NA,4,1Fam,3,3,0,0,5,1752.0,240.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,3,7,716.0,3,3,3,3,BuiltIn,2868.0,1,GasA,4,2Story,1,4,Lvl,2,16056.0,Inside,2,0.0,060,RL,208.0,Stone,NA,0.0,7,6.0,StoneBr,108.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,1992.0,322.0,3,214.0,2005,2006,2006,556581.0,13.229567991666638 +2334,527212040,1264.0,1312.0,0.0,NA,4,1Fam,4,1,0,0,5,1234.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,666.0,3,3,3,3,BuiltIn,2576.0,1,GasA,4,2Story,1,4,Lvl,2,12438.0,Inside,2,0.0,060,RL,466.0,BrkFace,NA,0.0,7,6.0,StoneBr,100.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1234.0,424.0,3,324.0,2006,2006,2006,361919.0,12.799175708864519 +2335,527214060,1850.0,848.0,0.0,NA,4,1Fam,3,1,1,0,5,644.0,1206.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,736.0,3,3,2,3,Attchd,2698.0,1,GasA,4,2Story,1,4,Lvl,2,16052.0,CulDSac,2,0.0,060,RL,734.0,Stone,NA,0.0,7,6.0,StoneBr,0.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,3.5,1.7416573867739413,1850.0,250.0,3,250.0,2006,2006,2006,535000.0,13.190022025878143 +2336,527216010,1390.0,1405.0,0.0,NA,4,1Fam,3,3,0,0,5,1390.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,660.0,3,3,3,3,BuiltIn,2795.0,1,GasA,4,2Story,1,4,HLS,2,15922.0,Corner,2,0.0,060,RL,550.0,BrkFace,NA,0.0,1,0.0,StoneBr,102.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1390.0,374.0,3,272.0,2005,2006,2006,401179.0,12.90216299072889 +2337,527216050,1426.0,1519.0,0.0,NA,3,1Fam,3,4,0,0,5,1410.0,0.0,0.0,1,1,Y,Norm,Norm,4,37.0,2,4,VinylSd,VinylSd,0,4,1,PConc,3,7,641.0,3,3,3,3,BuiltIn,2945.0,1,GasA,4,2Story,1,3,HLS,2,13682.0,CulDSac,1,0.0,060,RL,1031.0,BrkFace,NA,0.0,10,9.0,StoneBr,0.0,4,9,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1410.0,229.0,3,192.0,2006,2006,2006,438780.0,12.991753427493052 +2338,527226010,1547.0,720.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Feedr,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,Slab,2,7,672.0,2,3,1,3,Attchd,2320.0,0,GasA,3,2Story,1,2,Lvl,2,14762.0,Corner,1,53.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,144.0,5,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,0.0,264.0,3,120.0,1948,1950,2006,169000.0,12.037653993905211 +2339,527250040,1056.0,0.0,0.0,NA,3,2FmCon,3,2,1,0,3,0.0,1056.0,0.0,3,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,572.0,2,3,3,3,Attchd,1056.0,0,GasA,2,1Story,1,2,Bnk,2,34650.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,1,0.0,Gilbert,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1056.0,264.0,3,264.0,1955,1955,2006,145000.0,11.884489021402711 +2340,527252090,1714.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,5,523.0,1191.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,517.0,2,3,3,3,Attchd,1714.0,0,GasA,4,1Story,1,3,HLS,2,8147.0,Inside,3,0.0,120,RL,230.0,BrkFace,NA,0.0,8,7.0,StoneBr,55.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1714.0,211.0,3,156.0,2005,2005,2006,318000.0,12.669806661762314 +2341,527254070,1826.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,392.0,1422.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,Other,0,3,1,PConc,2,7,758.0,3,3,3,3,Attchd,1826.0,0,GasA,4,1Story,1,3,Lvl,2,11302.0,Inside,2,0.0,020,RL,238.0,BrkFace,NA,0.0,8,7.0,StoneBr,75.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,120.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1814.0,375.0,3,180.0,2005,2006,2006,319000.0,12.672946381766982 +2342,527256120,2000.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,494.0,1416.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,2,PConc,2,7,722.0,3,3,1,3,Attchd,2000.0,1,GasA,4,1Story,1,4,HLS,2,18261.0,Inside,2,0.0,020,RL,420.0,BrkFace,NA,0.0,9,8.0,StoneBr,102.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,123.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1910.0,576.0,3,351.0,2005,2005,2006,470000.0,13.060487973686241 +2343,527301010,1621.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,995.0,213.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,440.0,2,3,2,3,Attchd,1621.0,0,GasA,4,1Story,1,3,Lvl,2,14145.0,Corner,3,0.0,020,RL,0.0,None,Shed,400.0,5,4.0,NWAmes,45.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1208.0,153.0,3,108.0,1984,1998,2006,202500.0,12.218495165528731 +2344,527302080,1377.0,806.0,0.0,NA,4,1Fam,4,1,0,0,4,0.0,1002.0,202.0,6,2,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,0,0,PConc,2,7,786.0,3,3,1,3,Attchd,2183.0,1,GasA,3,1.5Fin,1,3,Lvl,2,13837.0,Corner,2,0.0,050,RL,178.0,BrkFace,NA,0.0,2,1.0,NWAmes,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1204.0,0.0,3,0.0,1988,1988,2006,229000.0,12.341477282536376 +2345,527325160,1468.0,795.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,795.0,0.0,5,1,Y,PosA,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,539.0,2,3,3,3,Attchd,2263.0,1,GasA,1,2Story,1,3,Lvl,2,16659.0,Corner,2,0.0,060,RL,34.0,BrkFace,NA,0.0,3,2.0,NWAmes,250.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,795.0,250.0,3,0.0,1977,1994,2006,235000.0,12.367340793126296 +2346,527327080,790.0,784.0,0.0,NA,3,1Fam,3,2,1,0,4,84.0,712.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,PConc,2,7,566.0,2,3,3,3,Attchd,1574.0,1,GasA,2,2Story,1,2,Lvl,2,18800.0,FR2,2,0.0,060,RL,120.0,BrkFace,NA,0.0,7,6.0,NWAmes,111.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,796.0,417.0,3,306.0,1976,1976,2006,190000.0,12.154779351142624 +2347,527328010,1102.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,138.0,850.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,7,582.0,2,3,2,3,Attchd,1102.0,0,GasA,2,SFoyer,1,2,Lvl,2,10464.0,FR3,2,0.0,085,RL,130.0,BrkFace,NA,0.0,6,5.0,NWAmes,22.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,988.0,162.0,3,140.0,1980,1980,2006,169000.0,12.037653993905211 +2348,527354040,1872.0,0.0,0.0,NA,3,1Fam,3,3,0,1,4,916.0,929.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,2,7,604.0,2,3,3,3,Attchd,1872.0,0,GasA,3,1Story,1,2,Lvl,2,10400.0,Inside,3,0.0,020,RL,102.0,BrkFace,NA,0.0,6,5.0,NWAmes,39.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1845.0,236.0,3,197.0,1988,1988,2006,241500.0,12.394624752074764 +2349,527355060,945.0,912.0,0.0,NA,4,1Fam,3,1,0,0,3,945.0,0.0,0.0,1,1,Y,PosA,Norm,4,0.0,2,2,Plywood,Plywood,4,3,1,CBlock,2,7,482.0,2,3,2,3,Attchd,1857.0,1,GasA,2,2Story,1,2,Lvl,2,10530.0,Inside,3,0.0,060,RL,68.0,BrkFace,NA,0.0,7,6.0,NWAmes,105.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,945.0,505.0,3,400.0,1978,1978,2006,188900.0,12.1489730534896 +2350,527355280,1686.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,0.0,625.0,1061.0,4,2,Y,Norm,Norm,4,0.0,3,2,Plywood,Plywood,0,3,1,CBlock,2,7,612.0,2,3,1,3,Attchd,1686.0,0,GasA,2,1Story,1,2,Lvl,2,10240.0,Inside,3,0.0,020,RL,157.0,BrkFace,NA,0.0,5,4.0,NWAmes,131.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1686.0,515.0,3,384.0,1980,1980,2006,207500.0,12.24288661865289 +2351,527356020,1392.0,1392.0,0.0,NA,5,1Fam,3,1,1,0,4,133.0,790.0,469.0,4,2,Y,RRAn,Norm,4,0.0,2,2,Plywood,Plywood,3,3,2,CBlock,3,7,564.0,2,3,2,3,Attchd,2784.0,1,GasA,2,2Story,1,3,Lvl,2,16692.0,Inside,2,0.0,060,RL,184.0,BrkFace,TenC,2000.0,7,6.0,NWAmes,112.0,4,6,2,519.0,1,CompShg,Gable,Normal,WD,440.0,Pave,12,2.4849066497880004,4.5,2.2426406871192848,1392.0,552.0,3,0.0,1978,1978,2006,250000.0,12.429216196844383 +2352,527356060,811.0,741.0,0.0,NA,3,1Fam,3,1,1,0,4,163.0,550.0,0.0,5,1,Y,RRAn,Norm,4,0.0,2,2,VinylSd,VinylSd,3,3,1,CBlock,2,7,434.0,2,3,2,3,Attchd,1552.0,1,GasA,2,2Story,1,2,Lvl,2,11475.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,2,1.0,NWAmes,208.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,713.0,417.0,3,209.0,1975,1975,2006,179900.0,12.100156419938624 +2353,527358090,1083.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,42.0,1005.0,0.0,6,1,Y,Norm,Norm,4,40.0,2,3,VinylSd,WdShing,0,2,1,CBlock,1,7,596.0,2,3,2,3,Attchd,1083.0,0,GasA,2,SFoyer,1,2,Lvl,2,9927.0,Inside,2,0.0,085,RL,252.0,Stone,NA,0.0,7,6.0,NWAmes,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1047.0,484.0,3,444.0,1976,1976,2006,172000.0,12.05524975579559 +2354,527365010,960.0,1358.0,0.0,NA,3,1Fam,3,1,1,0,4,172.0,788.0,0.0,5,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,541.0,2,3,3,3,BuiltIn,2318.0,1,GasA,4,2Story,1,3,Lvl,2,9512.0,Inside,2,0.0,060,FV,0.0,None,NA,0.0,6,5.0,Somerst,246.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,960.0,246.0,3,0.0,2005,2006,2006,294323.0,12.592433082713933 +2355,527375160,1109.0,766.0,0.0,NA,3,1Fam,2,1,0,0,3,127.0,548.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,3,7,485.0,2,3,2,3,Attchd,1875.0,0,GasA,2,SLvl,1,3,Lvl,2,10530.0,Inside,3,0.0,080,RL,248.0,BrkFace,NA,0.0,6,5.0,NWAmes,28.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,675.0,76.0,3,48.0,1975,2000,2006,184500.0,12.125404742462718 +2356,527376090,1074.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,268.0,788.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,495.0,2,3,2,3,Attchd,1074.0,1,GasA,4,1Story,1,2,Lvl,2,10140.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,NWAmes,88.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1056.0,88.0,3,0.0,1975,1975,2006,153500.0,11.941455846009388 +2357,527376110,832.0,832.0,0.0,NA,4,1Fam,3,1,0,0,4,638.0,194.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,3,1,PConc,2,7,528.0,2,3,2,3,Attchd,1664.0,1,GasA,2,2Story,1,2,Lvl,2,10140.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,NWAmes,28.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,259.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,832.0,287.0,3,0.0,1976,1976,2006,162900.0,12.000891794590137 +2358,527377030,1309.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,663.0,377.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,2,1,CBlock,1,7,484.0,2,3,2,3,Attchd,1309.0,1,GasA,1,1Story,1,3,Lvl,2,10140.0,Inside,3,0.0,020,RL,99.0,BrkFace,NA,0.0,1,0.0,NWAmes,0.0,5,5,2,648.0,1,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1040.0,265.0,3,265.0,1974,1999,2006,181000.0,12.106252310247962 +2359,527378010,1103.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,348.0,755.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,2,0,0,CBlock,2,7,462.0,2,3,1,3,Attchd,1103.0,0,GasA,2,1Story,1,2,Lvl,2,10000.0,Inside,3,0.0,020,RL,176.0,BrkFace,NA,0.0,6,5.0,NWAmes,84.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1103.0,379.0,3,295.0,1974,1974,2006,155000.0,11.951180395901384 +2360,527402210,1096.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,230.0,75.0,791.0,4,3,Y,Norm,Norm,4,0.0,2,2,VinylSd,Plywood,0,0,0,CBlock,1,7,299.0,1,3,3,3,Attchd,1096.0,0,GasA,4,1Story,1,2,Lvl,2,15870.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Names,32.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1096.0,272.0,3,240.0,1969,1969,2006,138800.0,11.840789327054841 +2361,527402380,864.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,864.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,280.0,1,3,1,3,Attchd,864.0,0,GasA,3,1Story,1,2,Lvl,2,9353.0,Inside,3,0.0,020,RL,0.0,None,Shed,0.0,7,6.0,Names,0.0,4,3,2,0.0,0,CompShg,Gable,Abnorml,Oth,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1970,1970,2006,116050.0,11.661776411702583 +2362,527403120,858.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,244.0,614.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,858.0,0,GasA,2,1Story,1,2,Lvl,2,8125.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,858.0,0.0,3,0.0,1971,1971,2006,88000.0,11.385092093460344 +2363,527404180,874.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,224.0,20.0,620.0,3,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,874.0,0,GasA,2,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Names,0.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,864.0,63.0,3,63.0,1971,1971,2006,97500.0,11.487607656985938 +2364,527427210,1419.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,536.0,951.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,543.0,2,3,3,3,Attchd,1419.0,0,GasA,4,1Story,1,3,Lvl,2,8773.0,FR2,1,0.0,120,RH,0.0,None,NA,0.0,9,8.0,Names,68.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,1487.0,264.0,3,196.0,2002,2002,2006,190000.0,12.154779351142624 +2365,527450010,525.0,567.0,0.0,NA,3,TwnhsE,3,1,0,0,3,525.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,440.0,2,3,1,3,Detchd,1092.0,1,GasA,2,2Story,1,2,Lvl,2,2760.0,Inside,3,0.0,160,RM,514.0,BrkFace,NA,0.0,12,11.0,BrDale,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,525.0,0.0,3,0.0,1973,1973,2006,105500.0,11.566466231898259 +2366,527450080,765.0,600.0,0.0,NA,3,TwnhsE,3,1,0,0,3,363.0,402.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,2,1,CBlock,1,6,440.0,2,3,1,3,Attchd,1365.0,1,GasA,3,2Story,1,3,Lvl,2,2160.0,Inside,3,0.0,160,RM,200.0,BrkFace,NA,0.0,6,5.0,BrDale,36.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,765.0,36.0,3,0.0,1973,1973,2006,125500.0,11.740061037553975 +2367,527450210,483.0,504.0,0.0,NA,2,TwnhsI,2,1,0,0,3,174.0,309.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,987.0,1,GasA,2,2Story,1,2,Lvl,2,1953.0,Inside,3,0.0,160,RM,408.0,BrkFace,NA,0.0,6,5.0,BrDale,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,483.0,72.0,3,72.0,1973,1973,2006,83000.0,11.326595886778735 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+2370,527451380,672.0,546.0,0.0,NA,3,TwnhsI,3,1,0,1,3,355.0,317.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,1218.0,1,GasA,3,2Story,1,2,Lvl,2,1680.0,Inside,3,0.0,160,RM,281.0,BrkFace,NA,0.0,5,4.0,BrDale,28.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,672.0,28.0,3,0.0,1972,1972,2006,118000.0,11.678439903447801 +2371,527451450,483.0,465.0,0.0,NA,2,TwnhsI,3,1,0,0,3,207.0,276.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,264.0,1,3,1,3,Detchd,948.0,1,GasA,2,2Story,1,2,Lvl,2,1680.0,Inside,3,0.0,160,RM,504.0,BrkFace,NA,0.0,7,6.0,BrDale,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,483.0,0.0,3,0.0,1972,1972,2006,89000.0,11.396391648714276 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+2374,527452070,1069.0,0.0,0.0,NA,2,TwnhsE,3,1,0,1,4,186.0,727.0,156.0,5,4,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,1,1,CBlock,2,7,440.0,2,3,2,3,Attchd,1069.0,0,GasA,3,1Story,1,2,Lvl,2,4043.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,7,6.0,NPkVill,55.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,225.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1069.0,280.0,3,0.0,1975,1975,2006,146300.0,11.893414587008216 +2375,527452290,1387.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,462.0,373.0,108.0,5,3,Y,Norm,Norm,4,240.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,1,7,300.0,1,3,2,3,Attchd,1387.0,0,GasA,2,1Story,1,2,Lvl,2,7514.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Names,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,943.0,240.0,3,0.0,1967,1975,2006,145000.0,11.884489021402711 +2376,527452310,900.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,95.0,769.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,1,1,1,CBlock,1,7,288.0,1,3,2,3,Attchd,900.0,0,GasA,2,SFoyer,1,2,Lvl,2,7838.0,Inside,3,0.0,085,RL,0.0,None,NA,0.0,12,11.0,Names,144.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,864.0,319.0,3,175.0,1967,1967,2006,123000.0,11.719939634354555 +2377,527453070,1055.0,0.0,0.0,NA,2,TwnhsI,3,1,1,0,3,443.0,120.0,492.0,5,4,Y,Norm,Norm,4,0.0,2,2,Plywood,BrkComm,0,0,0,CBlock,2,7,319.0,1,3,1,3,Attchd,1055.0,0,GasA,2,1Story,1,2,Lvl,2,2280.0,FR2,3,0.0,120,RL,0.0,None,NA,0.0,4,3.0,NPkVill,29.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,1055.0,29.0,3,0.0,1976,1976,2006,137500.0,11.831379196088763 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+2385,528114010,1868.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,363.0,1505.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,1085.0,3,3,3,3,Attchd,1868.0,0,GasA,4,1Story,1,4,HLS,1,14780.0,Corner,2,0.0,020,RL,568.0,BrkFace,NA,0.0,6,5.0,NridgHt,56.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,156.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1868.0,566.0,3,354.0,2005,2005,2006,415000.0,12.936033799212835 +2386,528116030,1850.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,572.0,1261.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,772.0,3,3,3,3,Attchd,1850.0,0,GasA,4,1Story,1,3,Lvl,2,16033.0,FR2,2,0.0,020,RL,378.0,BrkFace,NA,0.0,3,2.0,NridgHt,112.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1833.0,631.0,3,519.0,2004,2005,2006,326000.0,12.694652660348845 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+2389,528118110,1117.0,1089.0,0.0,NA,4,1Fam,3,3,0,0,4,1090.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,670.0,3,3,3,3,BuiltIn,2206.0,1,GasA,4,2Story,1,4,Lvl,2,13975.0,Corner,2,0.0,060,RL,525.0,BrkFace,NA,0.0,8,7.0,NridgHt,95.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1090.0,243.0,3,148.0,2005,2006,2006,300000.0,12.611537753638338 +2390,528120110,1038.0,1060.0,0.0,NA,3,1Fam,3,2,0,0,4,1030.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,878.0,3,3,2,3,Attchd,2098.0,1,GasA,3,2Story,1,4,Lvl,2,10240.0,Inside,3,0.0,060,RL,178.0,BrkFace,NA,0.0,3,2.0,NridgHt,52.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1030.0,244.0,3,192.0,2005,2005,2006,275500.0,12.526342907575106 +2391,528120140,1625.0,466.0,0.0,NA,3,1Fam,4,3,1,0,5,316.0,1290.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,521.0,2,3,2,3,Attchd,2091.0,1,GasA,4,2Story,1,4,Lvl,2,9942.0,Inside,2,0.0,060,RL,385.0,BrkFace,NA,0.0,5,4.0,NridgHt,84.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1606.0,278.0,3,194.0,2005,2006,2006,338500.0,12.732279371334467 +2392,528138030,1182.0,1142.0,0.0,NA,4,1Fam,3,1,1,0,5,177.0,998.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,WdShing,WdShing,0,4,2,PConc,3,7,736.0,3,3,3,3,BuiltIn,2324.0,0,GasA,4,2Story,1,4,Lvl,2,11924.0,Inside,2,0.0,060,RL,286.0,Stone,NA,0.0,7,6.0,NridgHt,21.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,11,2.3978952727983707,4.0,2.0,1175.0,168.0,3,147.0,2005,2006,2006,345000.0,12.751299696013497 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+2396,528142110,1944.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,622.0,1274.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,3,PConc,2,7,708.0,3,3,3,3,Attchd,1944.0,0,GasA,4,1Story,1,4,Lvl,2,12378.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,11,10.0,NridgHt,175.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1896.0,383.0,3,208.0,2003,2004,2006,360000.0,12.793859310432293 +2397,528144030,1120.0,850.0,0.0,NA,3,1Fam,3,2,0,0,4,1085.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,753.0,3,3,3,3,BuiltIn,1970.0,1,GasA,4,2Story,1,4,Lvl,2,11065.0,Inside,2,0.0,060,RL,788.0,Stone,NA,0.0,10,9.0,NridgHt,74.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1085.0,251.0,3,177.0,2006,2006,2006,281000.0,12.546109948315882 +2398,528150080,1792.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,560.0,1232.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,925.0,3,3,2,3,Attchd,1792.0,0,GasA,4,1Story,1,3,Lvl,2,13758.0,Inside,2,0.0,020,RL,430.0,BrkFace,NA,0.0,3,2.0,NridgHt,49.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1792.0,253.0,3,204.0,2005,2006,2006,372397.0,12.82771576849868 +2399,528150090,1780.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,397.0,1383.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,816.0,3,3,3,3,Attchd,1780.0,0,GasA,4,1Story,1,4,Lvl,2,14828.0,Corner,2,0.0,020,RL,674.0,BrkFace,NA,0.0,8,7.0,NridgHt,68.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1780.0,212.0,3,144.0,2004,2005,2006,378000.0,12.842649474601725 +2400,528164040,1792.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,225.0,1567.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,874.0,3,3,3,3,Attchd,1792.0,0,GasA,4,1Story,1,4,HLS,2,11846.0,Inside,2,0.0,020,RL,562.0,BrkFace,NA,0.0,8,7.0,NridgHt,49.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1792.0,255.0,3,206.0,2003,2004,2006,374000.0,12.832011076396668 +2401,528170040,1848.0,880.0,0.0,NA,4,1Fam,3,1,1,0,5,438.0,1410.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,CemntBd,CemntBd,0,5,2,PConc,2,7,706.0,3,3,3,3,Attchd,2728.0,1,GasA,4,2Story,1,4,Lvl,2,20431.0,Inside,1,0.0,060,RL,870.0,BrkFace,NA,0.0,4,3.0,NridgHt,0.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1848.0,0.0,3,0.0,2005,2006,2006,437154.0,12.988040814744458 +2402,528172020,1058.0,846.0,0.0,NA,3,1Fam,3,3,1,0,4,512.0,546.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,736.0,2,3,3,3,BuiltIn,1904.0,1,GasA,4,2Story,1,4,Lvl,2,10927.0,Inside,3,0.0,060,RL,280.0,BrkFace,NA,0.0,6,5.0,NridgHt,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1058.0,239.0,3,179.0,2005,2005,2006,275000.0,12.524526376648708 +2403,528172150,1426.0,488.0,0.0,NA,3,1Fam,3,1,1,0,4,426.0,994.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,746.0,3,3,2,3,BuiltIn,1914.0,1,GasA,4,2Story,1,3,Lvl,2,13215.0,Corner,2,0.0,060,RL,112.0,BrkFace,NA,0.0,2,1.0,NridgHt,127.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1420.0,295.0,3,168.0,2004,2004,2006,279000.0,12.538967060803502 +2404,528174080,1364.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,705.0,659.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,2,3,Attchd,1364.0,0,GasA,4,1Story,1,3,Lvl,2,7052.0,Inside,2,0.0,120,RL,240.0,Stone,NA,0.0,6,5.0,NridgHt,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1364.0,228.0,3,192.0,2005,2005,2006,185850.0,12.132695175725399 +2405,528180080,1565.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,5,1088.0,472.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,556.0,2,3,2,3,Attchd,1565.0,0,GasA,4,1Story,1,4,Lvl,2,5911.0,Inside,3,0.0,120,RL,278.0,BrkFace,NA,0.0,3,2.0,NridgHt,56.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1560.0,252.0,3,196.0,2005,2005,2006,282500.0,12.551433829568632 +2406,528181030,1368.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1368.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,474.0,2,3,2,3,Attchd,1368.0,0,GasA,4,1Story,1,3,Lvl,2,6955.0,Inside,2,0.0,120,RL,94.0,Stone,NA,0.0,9,8.0,NridgHt,35.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1368.0,167.0,3,132.0,2005,2006,2006,202500.0,12.218495165528731 +2407,528181040,1368.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1368.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,474.0,2,3,2,3,Attchd,1368.0,0,GasA,4,1Story,1,3,Lvl,2,6792.0,Inside,2,0.0,120,RL,94.0,Stone,NA,0.0,3,2.0,NridgHt,35.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1368.0,167.0,3,132.0,2005,2006,2006,202665.0,12.219309648562168 +2408,528186100,1686.0,0.0,0.0,NA,1,TwnhsE,4,1,1,0,5,663.0,1023.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,2,7,899.0,3,3,3,3,Attchd,1686.0,0,GasA,4,1Story,1,4,Lvl,2,7740.0,Inside,3,0.0,020,RL,518.0,BrkFace,NA,0.0,6,5.0,NridgHt,100.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1686.0,366.0,3,266.0,2006,2006,2006,332200.0,12.713492476161331 +2409,528186110,1666.0,0.0,0.0,NA,2,TwnhsE,4,1,1,0,5,1251.0,415.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,MetalSd,MetalSd,0,4,1,PConc,2,7,575.0,2,3,2,3,Attchd,1666.0,0,GasA,4,1Story,1,3,Lvl,2,6373.0,Inside,3,0.0,120,RL,572.0,BrkFace,NA,0.0,6,5.0,NridgHt,75.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1666.0,303.0,3,228.0,2006,2006,2006,310090.0,12.644617856906528 +2410,528188040,1405.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1405.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,WdShing,0,4,1,PConc,2,7,478.0,2,3,2,3,Attchd,1405.0,0,GasA,4,1Story,1,3,Lvl,2,3136.0,Corner,2,0.0,120,RL,163.0,Stone,NA,0.0,3,2.0,NridgHt,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1405.0,184.0,3,148.0,2003,2003,2006,171750.0,12.053795210084596 +2411,528218030,1316.0,0.0,23.0,NA,3,1Fam,3,1,0,0,4,1288.0,28.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,397.0,2,3,3,3,Attchd,1316.0,0,GasA,4,1Story,1,3,Lvl,2,10237.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1316.0,123.0,3,100.0,2005,2006,2006,169990.0,12.043494890772815 +2412,528218060,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,390.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,10237.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Gilbert,24.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,24.0,3,0.0,2005,2006,2006,170440.0,12.046138607613848 +2413,528218080,738.0,754.0,0.0,NA,3,1Fam,3,1,0,0,4,738.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,440.0,2,3,3,3,Attchd,1492.0,1,GasA,4,2Story,1,3,Lvl,2,10237.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,9,8.0,Gilbert,32.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,738.0,32.0,3,0.0,2006,2006,2006,169985.0,12.043465476845318 +2414,528218130,664.0,832.0,0.0,NA,3,1Fam,4,3,1,0,4,100.0,554.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,426.0,2,3,2,3,Attchd,1496.0,1,GasA,4,2Story,1,3,Lvl,2,17104.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,9,8.0,Gilbert,24.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,654.0,124.0,3,100.0,2006,2006,2006,179665.0,12.09884928474215 +2415,528218140,879.0,984.0,0.0,NA,4,1Fam,3,3,0,0,4,879.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,660.0,3,3,3,3,BuiltIn,1863.0,1,GasA,4,2Story,1,3,Lvl,2,14054.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,11,10.0,Gilbert,17.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,879.0,117.0,3,100.0,2006,2006,2006,219210.0,12.297785453453374 +2416,528221010,1326.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1326.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,427.0,2,3,3,3,Attchd,1326.0,0,GasA,4,1Story,1,3,Lvl,2,11660.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1326.0,100.0,3,100.0,2006,2006,2006,174190.0,12.067901936471507 +2417,528221100,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,429.0,2,3,2,3,Attchd,1456.0,1,GasA,3,2Story,1,2,Lvl,2,15578.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,0.0,3,0.0,2006,2006,2006,172785.0,12.059803326028716 +2418,528222010,1052.0,1321.0,0.0,NA,4,1Fam,3,3,0,0,4,1052.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,632.0,3,3,3,3,BuiltIn,2373.0,1,GasA,4,2Story,1,3,Lvl,2,11631.0,Corner,2,0.0,060,RL,236.0,BrkFace,NA,0.0,6,5.0,Gilbert,46.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1052.0,166.0,3,120.0,2004,2005,2006,258000.0,12.460714863903755 +2419,528222020,738.0,754.0,0.0,NA,3,1Fam,3,1,0,0,4,738.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,440.0,2,3,3,3,Attchd,1492.0,1,GasA,4,2Story,1,3,Lvl,2,9073.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,10,9.0,Gilbert,32.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,738.0,132.0,3,100.0,2006,2006,2006,185101.0,12.128656901032139 +2420,528228280,1364.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,767.0,453.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,437.0,2,3,3,3,Attchd,1364.0,0,GasA,4,1Story,1,3,Lvl,2,3087.0,Inside,3,0.0,120,RL,14.0,BrkFace,NA,0.0,11,10.0,Blmngtn,16.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1220.0,116.0,3,100.0,2006,2006,2006,210250.0,12.256052577835195 +2421,528228325,1557.0,0.0,0.0,NA,2,TwnhsE,3,4,0,0,4,1374.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,420.0,2,3,3,3,Attchd,1557.0,0,GasA,4,1Story,1,3,Lvl,2,3196.0,Inside,3,0.0,120,RL,18.0,BrkFace,NA,0.0,10,9.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1374.0,163.0,3,143.0,2003,2004,2006,234000.0,12.363076394339839 +2422,528228340,1456.0,0.0,0.0,NA,2,TwnhsE,3,4,0,0,4,1273.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,400.0,2,3,3,3,Attchd,1456.0,0,GasA,4,1Story,1,3,Lvl,2,3196.0,Inside,3,0.0,120,RL,40.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1273.0,163.0,3,143.0,2003,2003,2006,215000.0,12.2783933071098 +2423,528228360,1511.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,330.0,1038.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,398.0,2,3,3,3,Attchd,1511.0,0,GasA,4,1Story,1,3,Lvl,2,2938.0,Inside,3,0.0,120,RL,40.0,BrkFace,NA,0.0,5,4.0,Blmngtn,30.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1368.0,160.0,3,130.0,2002,2002,2006,246990.0,12.417103128960582 +2424,528228415,1414.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,1375.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,398.0,2,3,3,3,Attchd,1414.0,0,GasA,4,1Story,1,3,Lvl,2,3072.0,Inside,3,0.0,120,RM,18.0,BrkFace,NA,0.0,5,4.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1375.0,164.0,3,144.0,2004,2004,2006,178740.0,12.093687514935382 +2425,528228430,1548.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,306.0,1059.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,388.0,2,3,3,3,Attchd,1548.0,0,GasA,4,1Story,1,3,Lvl,2,3072.0,Inside,3,0.0,120,RM,18.0,BrkFace,NA,0.0,9,8.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1365.0,163.0,3,143.0,2004,2004,2006,225000.0,12.323855681186558 +2426,528228545,1248.0,0.0,0.0,NA,2,TwnhsE,3,3,0,0,4,1232.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,438.0,2,3,3,3,Attchd,1248.0,0,GasA,4,1Story,1,3,Lvl,2,3010.0,Inside,3,0.0,120,RL,16.0,BrkFace,NA,0.0,3,2.0,Blmngtn,0.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1248.0,108.0,3,108.0,2005,2006,2006,167240.0,12.0271851854705 +2427,528228550,1142.0,0.0,0.0,NA,2,TwnhsE,3,4,0,0,4,1126.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,440.0,2,3,3,3,Attchd,1142.0,0,GasA,4,1Story,1,3,Lvl,2,3010.0,Inside,3,0.0,120,RL,14.0,BrkFace,NA,0.0,6,5.0,Blmngtn,0.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1142.0,90.0,3,90.0,2005,2006,2006,156820.0,11.962853929784913 +2428,528228565,1506.0,0.0,0.0,NA,2,TwnhsE,3,4,0,0,4,1346.0,16.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,440.0,2,3,3,3,Attchd,1506.0,0,GasA,4,1Story,1,3,Lvl,2,3013.0,Inside,3,0.0,120,RL,145.0,BrkFace,NA,0.0,4,3.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1362.0,162.0,3,142.0,2005,2005,2006,213490.0,12.27134527214637 +2429,528228575,1567.0,0.0,0.0,NA,1,TwnhsE,4,3,1,0,4,366.0,1154.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,648.0,3,3,3,3,Attchd,1567.0,0,GasA,4,1Story,1,4,Lvl,2,3982.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,10,9.0,Blmngtn,0.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1520.0,312.0,3,312.0,2006,2006,2006,264561.0,12.485827127509431 +2430,528228580,1500.0,0.0,0.0,NA,2,TwnhsE,3,3,1,0,4,286.0,1070.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,648.0,3,3,3,3,Attchd,1500.0,0,GasA,4,1Story,1,3,Lvl,2,4045.0,Inside,3,0.0,120,RL,45.0,BrkFace,NA,0.0,10,9.0,Blmngtn,20.0,4,6,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1356.0,181.0,3,161.0,2006,2006,2006,246578.0,12.415433652431746 +2431,528231050,734.0,1104.0,0.0,NA,4,1Fam,4,3,0,0,4,732.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,372.0,2,3,3,3,BuiltIn,1838.0,1,GasA,4,2Story,1,2,Lvl,2,21930.0,Inside,0,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,40.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,732.0,140.0,3,100.0,2005,2005,2006,192140.0,12.16597955196373 +2432,528235050,807.0,702.0,0.0,NA,3,1Fam,3,1,1,0,4,326.0,457.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,393.0,2,3,3,3,Attchd,1509.0,1,GasA,4,2Story,1,3,Lvl,2,7861.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,Gilbert,75.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,783.0,175.0,3,100.0,2002,2003,2006,183200.0,12.118333731222167 +2433,528235130,707.0,707.0,0.0,NA,3,1Fam,4,3,0,0,5,707.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,403.0,2,3,3,3,Attchd,1414.0,1,GasA,4,2Story,1,3,Lvl,2,9056.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,10,9.0,Gilbert,35.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,707.0,135.0,3,100.0,2004,2004,2006,178000.0,12.089538829274222 +2434,528235190,848.0,750.0,0.0,NA,3,1Fam,3,3,0,0,4,848.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,433.0,2,3,3,3,Attchd,1598.0,1,GasA,4,2Story,1,3,Lvl,2,9171.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,848.0,148.0,3,100.0,2004,2005,2006,201490.0,12.213495031345811 +2435,528240080,1454.0,482.0,0.0,NA,3,1Fam,3,1,0,0,4,1406.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,504.0,2,3,2,3,Attchd,1936.0,1,GasA,4,2Story,1,3,Lvl,2,11194.0,Corner,2,0.0,060,RL,40.0,BrkFace,NA,0.0,11,10.0,Gilbert,124.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1406.0,312.0,3,188.0,2000,2000,2006,230500.0,12.348006141418841 +2436,528250060,807.0,702.0,0.0,NA,3,1Fam,3,1,0,0,4,783.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,393.0,2,3,3,3,Attchd,1509.0,1,GasA,4,2Story,1,3,Lvl,2,7875.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,75.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,783.0,75.0,3,0.0,2003,2003,2006,180000.0,12.100712129872347 +2437,528275060,953.0,711.0,0.0,NA,3,1Fam,3,1,0,0,4,953.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,460.0,2,3,2,3,Attchd,1664.0,1,GasA,4,2Story,1,2,Lvl,2,8121.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,1,0.0,Gilbert,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,953.0,140.0,3,100.0,2000,2000,2006,172400.0,12.05757263721173 +2438,528275080,1008.0,881.0,0.0,NA,3,1Fam,3,1,0,0,4,250.0,732.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,431.0,2,3,3,3,Attchd,1889.0,1,GasA,4,2Story,1,2,Lvl,2,8658.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Gilbert,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,982.0,0.0,3,0.0,2000,2000,2006,215000.0,12.2783933071098 +2439,528280100,956.0,930.0,0.0,NA,4,1Fam,3,1,0,0,4,930.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,431.0,2,3,3,3,Attchd,1886.0,1,GasA,3,2Story,1,3,Lvl,2,11214.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,930.0,89.0,3,89.0,1998,1999,2006,199900.0,12.205572520488492 +2440,528290140,959.0,712.0,0.0,NA,3,1Fam,3,1,1,0,4,173.0,786.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,472.0,2,3,3,3,Attchd,1671.0,1,GasA,4,2Story,1,2,Lvl,2,10852.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Gilbert,38.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,959.0,38.0,3,0.0,2000,2000,2006,173000.0,12.061046873479915 +2441,528292080,1082.0,1240.0,0.0,NA,4,1Fam,3,1,0,0,4,1035.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,3,7,617.0,3,3,2,3,Attchd,2322.0,1,GasA,3,2Story,1,3,Lvl,2,12104.0,FR3,2,0.0,060,RL,0.0,None,NA,0.0,8,7.0,Gilbert,45.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1035.0,445.0,3,400.0,2006,2006,2006,287602.0,12.569332858907769 +2442,528294070,1005.0,1286.0,0.0,NA,4,1Fam,3,1,0,0,4,975.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,429.0,2,3,3,3,BuiltIn,2291.0,1,GasA,4,2Story,1,3,Lvl,2,8738.0,Inside,2,0.0,060,RL,302.0,BrkFace,NA,0.0,2,1.0,Gilbert,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,975.0,192.0,3,192.0,1999,1999,2006,230000.0,12.345834587905333 +2443,528315030,1407.0,985.0,0.0,NA,3,1Fam,3,1,1,0,4,322.0,1074.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,870.0,3,3,3,3,Attchd,2392.0,1,GasA,4,2Story,1,3,Lvl,2,9452.0,Inside,3,0.0,060,RL,423.0,BrkFace,NA,0.0,6,5.0,NoRidge,70.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1396.0,70.0,3,0.0,1997,1998,2006,348000.0,12.759957758756611 +2444,528315070,1079.0,897.0,0.0,NA,3,1Fam,3,1,1,0,4,253.0,791.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,885.0,3,3,3,3,Attchd,1976.0,1,GasA,4,2Story,1,3,Lvl,2,9660.0,Inside,2,0.0,060,RL,242.0,BrkFace,NA,0.0,2,1.0,NoRidge,31.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1044.0,241.0,3,210.0,1998,1998,2006,286000.0,12.56374708980199 +2445,528315080,1205.0,1029.0,0.0,NA,3,1Fam,3,2,1,0,4,655.0,505.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,768.0,3,3,2,3,BuiltIn,2234.0,1,GasA,4,2Story,1,3,Lvl,2,9545.0,Corner,3,0.0,060,RL,322.0,BrkFace,NA,0.0,6,5.0,NoRidge,50.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1160.0,50.0,3,0.0,2000,2000,2006,300000.0,12.611537753638338 +2446,528320060,1831.0,1796.0,0.0,NA,4,1Fam,3,4,1,0,5,543.0,1387.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,3,1,PConc,3,7,807.0,3,3,3,3,Attchd,3627.0,1,GasA,4,2Story,1,3,Lvl,2,35760.0,CulDSac,2,0.0,060,RL,1378.0,BrkFace,NA,0.0,7,6.0,NoRidge,76.0,4,9,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,10,2.302585092994046,4.5,2.2426406871192848,1930.0,437.0,3,361.0,1995,1996,2006,625000.0,13.345506928718539 +2447,528327010,1540.0,1315.0,0.0,NA,4,1Fam,3,3,1,0,5,358.0,1182.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,774.0,3,3,2,3,Attchd,2855.0,1,GasA,4,2Story,1,4,Lvl,2,9233.0,Inside,2,0.0,060,RL,877.0,BrkFace,NA,0.0,3,2.0,NoRidge,55.0,4,8,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1540.0,302.0,3,247.0,2000,2000,2006,405000.0,12.911642346088676 +2448,528344060,1086.0,838.0,0.0,NA,3,1Fam,3,3,1,0,4,130.0,956.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,592.0,2,3,2,3,Attchd,1924.0,1,GasA,4,2Story,1,3,Lvl,2,12011.0,CulDSac,2,0.0,060,RL,530.0,BrkFace,NA,0.0,6,5.0,NoRidge,75.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,374.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1086.0,657.0,3,208.0,1998,1998,2006,280000.0,12.542544882151386 +2449,528348010,1165.0,1098.0,0.0,NA,4,1Fam,3,1,0,0,4,1141.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,420.0,2,3,3,3,BuiltIn,2263.0,1,GasA,3,2Story,1,3,Lvl,2,12090.0,Corner,3,0.0,060,RL,650.0,BrkFace,NA,0.0,7,6.0,NoRidge,123.0,4,7,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,10,2.302585092994046,2.5,1.1622776601683795,1141.0,267.0,3,144.0,1998,1998,2006,258000.0,12.460714863903755 +2450,528358030,1358.0,1368.0,0.0,NA,4,1Fam,3,1,0,0,4,815.0,527.0,0.0,5,1,Y,Norm,Norm,4,168.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,725.0,3,3,2,3,Attchd,2726.0,1,GasA,4,2Story,1,3,Lvl,2,10019.0,Inside,2,0.0,060,RL,397.0,BrkFace,NA,0.0,6,5.0,NoRidge,169.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1342.0,644.0,3,307.0,1995,1995,2006,350000.0,12.765688433465597 +2451,528360050,1933.0,1567.0,0.0,NA,4,1Fam,3,4,1,0,5,48.0,292.0,1393.0,3,6,Y,Norm,Norm,4,0.0,3,3,MetalSd,MetalSd,0,3,1,PConc,3,7,959.0,3,3,2,3,Attchd,3500.0,1,GasA,4,2Story,1,4,Lvl,2,17242.0,Inside,2,0.0,060,RL,738.0,BrkFace,NA,0.0,5,4.0,NoRidge,86.0,4,8,2,0.0,0,CompShg,Hip,Normal,WD,210.0,Pave,11,2.3978952727983707,4.5,2.2426406871192848,1733.0,1166.0,3,870.0,1993,1994,2006,584500.0,13.27851205989426 +2452,528363070,1305.0,1189.0,0.0,NA,4,1Fam,3,4,1,0,4,742.0,380.0,168.0,6,4,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,4,3,1,PConc,2,7,803.0,3,3,3,3,Attchd,2494.0,1,GasA,4,2Story,1,3,Lvl,2,10236.0,Inside,2,0.0,060,RL,501.0,BrkFace,NA,0.0,6,5.0,NoRidge,95.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1290.0,295.0,3,200.0,1994,1995,2006,321000.0,12.679196402112153 +2453,528365090,1203.0,1323.0,0.0,NA,4,1Fam,3,1,1,0,4,425.0,740.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,844.0,3,3,2,3,Attchd,2526.0,1,GasA,4,2Story,1,3,Lvl,2,10120.0,Inside,3,0.0,060,RL,391.0,BrkFace,NA,0.0,12,11.0,NoRidge,78.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1165.0,387.0,3,309.0,1994,1994,2006,290000.0,12.577636201962656 +2454,528366040,1565.0,1234.0,0.0,NA,3,1Fam,3,1,1,0,4,0.0,247.0,1039.0,2,6,Y,Norm,Norm,4,0.0,2,3,HdBoard,ImStucc,0,3,1,PConc,2,7,704.0,3,3,3,3,Attchd,2799.0,1,GasA,4,2Story,1,3,Lvl,2,12585.0,Inside,2,0.0,060,RL,420.0,BrkFace,NA,0.0,10,9.0,NoRidge,136.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1286.0,568.0,3,432.0,1993,1993,2006,315000.0,12.66032791780777 +2455,528429060,1116.0,848.0,0.0,NA,3,1Fam,4,1,0,0,4,1100.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,760.0,2,3,3,3,BuiltIn,1964.0,1,GasA,4,2Story,1,3,Lvl,2,12447.0,Inside,2,0.0,060,RL,192.0,Stone,NA,0.0,1,0.0,Somerst,70.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1100.0,270.0,3,200.0,2005,2006,2006,252000.0,12.437184366493561 +2457,528429120,2097.0,0.0,0.0,NA,1,1Fam,3,2,1,0,5,356.0,1721.0,0.0,6,1,Y,RRAn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,1,7,1134.0,3,3,3,3,Attchd,2097.0,1,GasA,4,1Story,1,4,Lvl,2,20896.0,CulDSac,1,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Somerst,267.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,2077.0,459.0,3,192.0,2005,2006,2006,423000.0,12.955127458028414 +2458,528429130,1660.0,0.0,0.0,NA,3,1Fam,3,2,1,0,5,440.0,1220.0,0.0,6,1,Y,RRNn,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,500.0,2,3,2,3,Attchd,1660.0,0,GasA,4,1Story,1,3,Lvl,2,10182.0,CulDSac,2,0.0,020,RL,420.0,Stone,NA,0.0,5,4.0,Somerst,50.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1660.0,372.0,3,322.0,2006,2006,2006,290000.0,12.577636201962656 +2459,528439030,1616.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1616.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,834.0,3,3,2,3,Attchd,1616.0,0,GasA,4,1Story,1,3,Lvl,2,8688.0,Inside,3,0.0,020,RL,228.0,BrkFace,NA,0.0,4,3.0,Somerst,59.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1616.0,267.0,3,208.0,2005,2005,2006,232000.0,12.354492650648448 +2460,528445010,1504.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1504.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,510.0,2,3,3,3,Attchd,1504.0,0,GasA,4,1Story,1,3,Lvl,2,10936.0,Corner,3,0.0,020,RL,60.0,BrkFace,NA,0.0,9,8.0,Somerst,0.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1504.0,144.0,3,144.0,2006,2006,2006,199000.0,12.201060103706629 +2461,528456200,1278.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1254.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,584.0,2,3,2,3,Attchd,1278.0,0,GasA,4,1Story,1,3,Lvl,2,8640.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,10,9.0,Somerst,60.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1278.0,60.0,3,0.0,2006,2006,2006,198600.0,12.19904803059321 +2462,528477010,2036.0,604.0,0.0,NA,3,1Fam,3,1,1,0,5,200.0,1836.0,0.0,6,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,3,7,792.0,3,3,2,3,Attchd,2640.0,1,GasA,4,2Story,1,4,Lvl,2,13162.0,Corner,3,0.0,060,FV,0.0,None,NA,0.0,11,10.0,Somerst,265.0,4,8,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,11,2.3978952727983707,4.5,2.2426406871192848,2036.0,265.0,3,0.0,2006,2006,2006,405749.0,12.91349002080202 +2463,528477030,1489.0,0.0,0.0,NA,3,1Fam,4,1,0,0,4,1489.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,776.0,2,3,2,3,Attchd,1489.0,0,GasA,4,1Story,1,3,Lvl,2,11216.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,6,5.0,Somerst,140.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1489.0,140.0,3,0.0,2006,2006,2006,232600.0,12.3570755190667 +2464,528480070,1095.0,844.0,0.0,NA,3,1Fam,3,2,0,0,4,1095.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,1053.0,3,3,2,3,Attchd,1939.0,1,GasA,3,2Story,1,3,Lvl,2,10728.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,8,7.0,Somerst,51.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1095.0,243.0,3,192.0,2006,2006,2006,266000.0,12.491251587763836 +2465,528480100,756.0,797.0,0.0,NA,3,1Fam,3,1,0,0,4,756.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,615.0,2,3,2,3,Attchd,1553.0,1,GasA,4,2Story,1,3,Lvl,2,8125.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,3,2.0,Somerst,45.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,756.0,45.0,3,0.0,2005,2006,2006,186500.0,12.136186518066006 +2466,528480110,858.0,858.0,0.0,NA,3,1Fam,3,1,0,0,4,858.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,615.0,2,3,2,3,Attchd,1716.0,1,GasA,4,2Story,1,3,Lvl,2,8125.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,2,1.0,Somerst,53.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,858.0,53.0,3,0.0,2005,2005,2006,200825.0,12.210189161042013 +2467,528480150,778.0,798.0,0.0,NA,3,1Fam,4,1,0,0,4,770.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,614.0,2,3,2,3,Attchd,1576.0,1,GasA,4,2Story,1,3,Lvl,2,8125.0,Inside,3,0.0,060,FV,0.0,None,NA,0.0,8,7.0,Somerst,50.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,770.0,50.0,3,0.0,2006,2006,2006,197000.0,12.190959007720126 +2468,528488110,1262.0,0.0,0.0,Pave,2,1Fam,3,1,0,0,4,357.0,905.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,572.0,2,3,3,3,Attchd,1262.0,0,GasA,3,1Story,1,3,Lvl,2,7200.0,Inside,3,0.0,020,FV,68.0,Stone,NA,0.0,5,4.0,Somerst,120.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1262.0,120.0,3,0.0,2006,2006,2006,185000.0,12.128111104060462 +2469,528488120,1266.0,0.0,0.0,Pave,3,1Fam,3,1,0,0,4,1257.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,453.0,2,3,1,3,Attchd,1266.0,0,GasA,4,1Story,1,3,Lvl,2,7500.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,4,3.0,Somerst,144.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1257.0,182.0,3,38.0,2005,2005,2006,176000.0,12.078239274020289 +2470,528488130,1301.0,0.0,0.0,Pave,2,1Fam,4,1,1,0,4,1293.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,572.0,2,3,2,3,Attchd,1301.0,0,GasA,4,1Story,1,3,Lvl,2,7200.0,Inside,3,0.0,020,FV,0.0,None,NA,0.0,8,7.0,Somerst,121.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1293.0,337.0,3,216.0,2006,2006,2006,187750.0,12.142866569626381 +2471,531363080,1142.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,1118.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1142.0,1,GasA,4,1Story,1,3,Lvl,2,7733.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,SawyerW,50.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1142.0,54.0,3,4.0,2005,2005,2006,139500.0,11.845819880243557 +2472,531367010,1400.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1400.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,612.0,2,3,2,3,Attchd,1400.0,0,GasA,4,1Story,1,3,Lvl,2,11024.0,Corner,2,0.0,020,RL,118.0,BrkFace,NA,0.0,10,9.0,SawyerW,55.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1400.0,199.0,3,144.0,2005,2006,2006,186800.0,12.13779380477688 +2473,531375060,1131.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1131.0,0.0,0.0,1,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1131.0,1,GasA,4,1Story,1,3,Lvl,2,13072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,SawyerW,39.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1131.0,39.0,3,0.0,2005,2006,2006,132000.0,11.790557201568507 +2474,531375070,1141.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1141.0,0.0,0.0,1,1,Y,RRAe,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,484.0,2,3,1,3,Detchd,1141.0,1,GasA,4,1Story,1,2,Lvl,2,13072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,SawyerW,0.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1141.0,0.0,3,0.0,2005,2005,2006,142500.0,11.867097278690842 +2475,531375100,1158.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,217.0,941.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,1158.0,1,GasA,4,1Story,1,3,Lvl,2,13072.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SawyerW,50.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1158.0,50.0,3,0.0,2004,2004,2006,158000.0,11.970350312009105 +2476,531376030,891.0,795.0,0.0,NA,3,1Fam,3,1,0,0,4,891.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,462.0,2,3,3,3,Attchd,1686.0,1,GasA,4,2Story,1,3,Lvl,2,7800.0,Inside,3,0.0,060,RL,172.0,BrkFace,NA,0.0,4,3.0,SawyerW,101.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,891.0,245.0,3,144.0,2005,2005,2006,184000.0,12.122691036591123 +2477,531376050,831.0,754.0,0.0,NA,3,1Fam,3,1,0,0,4,784.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,449.0,2,3,2,3,Attchd,1585.0,1,GasA,4,2Story,1,3,Lvl,2,7632.0,Inside,2,0.0,060,RL,96.0,BrkFace,NA,0.0,3,2.0,SawyerW,77.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,784.0,177.0,3,100.0,2005,2005,2006,184900.0,12.127570417375216 +2478,531379030,941.0,896.0,0.0,NA,3,1Fam,3,1,0,0,4,941.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,4,0,0,PConc,2,7,688.0,2,3,2,3,Attchd,1837.0,1,GasA,4,2Story,1,2,Lvl,2,8304.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,SawyerW,165.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,941.0,315.0,3,150.0,1997,1998,2006,187000.0,12.138863895836725 +2479,531450040,810.0,793.0,0.0,NA,3,1Fam,3,1,0,0,4,374.0,387.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,0,0,PConc,2,7,484.0,2,3,2,3,Attchd,1603.0,1,GasA,4,2Story,1,3,Lvl,2,7153.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,SawyerW,124.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,761.0,124.0,3,0.0,1992,1992,2006,175900.0,12.077670930725649 +2480,531451290,844.0,887.0,0.0,NA,3,1Fam,3,1,1,0,4,78.0,758.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,0,0,PConc,2,7,462.0,2,3,2,3,Attchd,1731.0,1,GasA,4,2Story,1,3,Lvl,2,9370.0,Inside,1,0.0,060,RL,0.0,None,Othr,3000.0,10,9.0,SawyerW,85.0,4,5,2,0.0,0,CompShg,Gable,Family,WD,224.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,836.0,616.0,3,307.0,1992,1993,2006,248500.0,12.423198124518821 +2481,531452080,1398.0,0.0,0.0,NA,2,TwnhsE,3,1,1,0,4,494.0,904.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,3,0,0,PConc,2,7,542.0,2,3,2,3,Attchd,1398.0,0,GasA,3,1Story,1,3,Lvl,2,7175.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,7,6.0,SawyerW,46.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1398.0,46.0,3,0.0,1990,1991,2006,172000.0,12.05524975579559 +2482,531452100,1217.0,0.0,0.0,NA,2,TwnhsE,3,1,0,0,4,939.0,278.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,0,0,PConc,2,7,484.0,2,3,2,3,Attchd,1217.0,0,GasA,3,1Story,1,3,Lvl,2,7175.0,Inside,3,0.0,120,RL,0.0,None,NA,0.0,6,5.0,SawyerW,64.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1217.0,64.0,3,0.0,1991,1991,2006,151000.0,11.925035115797062 +2483,531452210,636.0,684.0,0.0,NA,3,1Fam,3,1,0,0,4,362.0,274.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,472.0,2,3,3,3,Attchd,1320.0,1,GasA,4,2Story,1,3,Lvl,2,9019.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,SawyerW,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,636.0,40.0,3,0.0,1994,1994,2006,150000.0,11.918390573078392 +2484,531478010,1056.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,0.0,1056.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,384.0,1,3,1,3,Detchd,1056.0,0,GasA,2,1Story,1,2,Lvl,2,8900.0,Inside,3,0.0,020,RH,0.0,None,NA,0.0,11,10.0,SawyerW,42.0,3,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1056.0,42.0,3,0.0,1966,1966,2006,107000.0,11.580584113444043 +2485,531479030,965.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,187.0,641.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,300.0,1,3,1,3,Detchd,965.0,0,GasA,3,1Story,1,2,Lvl,2,7800.0,Corner,3,0.0,020,RH,0.0,None,NA,0.0,7,6.0,SawyerW,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,828.0,421.0,3,421.0,1965,1965,2006,119900.0,11.694413341015606 +2486,532351060,988.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,952.0,36.0,0.0,2,1,Y,RRAe,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,624.0,2,3,1,3,Detchd,988.0,0,GasA,4,1Story,1,2,Lvl,2,9100.0,Inside,3,0.0,020,RL,51.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,988.0,0.0,3,0.0,1962,1962,2006,129500.0,11.771436160121729 +2487,532351090,1728.0,0.0,0.0,NA,6,Duplx,3,1,1,0,3,396.0,1332.0,0.0,3,1,Y,RRAe,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,504.0,2,3,1,3,Detchd,1728.0,0,GasA,2,1Story,2,2,Lvl,2,9100.0,Inside,3,0.0,090,RM,336.0,BrkFace,NA,0.0,11,10.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,ConLI,0.0,Pave,10,2.302585092994046,3.0,1.4641016151377544,1728.0,0.0,3,0.0,1963,1963,2006,125000.0,11.736069016284437 +2488,532351150,1286.0,368.0,0.0,NA,4,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,RRAe,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,2,7,528.0,2,3,2,3,Attchd,1654.0,0,GasA,2,1.5Fin,2,2,Lvl,2,8927.0,Inside,3,0.0,090,RM,0.0,None,NA,0.0,8,7.0,Sawyer,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,0.0,0.0,3,0.0,1977,1977,2006,119500.0,11.691071650353702 +2489,532353030,1211.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,252.0,612.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,1,6,576.0,2,3,1,3,Detchd,1211.0,0,GasA,3,1Story,1,2,Lvl,2,9240.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,864.0,161.0,3,161.0,1962,2002,2006,144000.0,11.877568578558138 +2490,532353180,1212.0,0.0,0.0,NA,3,1Fam,4,3,1,0,4,0.0,506.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,2,3,1,CBlock,1,7,492.0,2,3,1,3,Attchd,1212.0,0,GasA,2,SLvl,1,2,Lvl,2,8471.0,Corner,2,0.0,080,RL,46.0,BrkFace,NA,0.0,7,6.0,Sawyer,12.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,506.0,304.0,3,292.0,1977,1995,2006,151000.0,11.925035115797062 +2491,532376080,984.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,430.0,554.0,0.0,3,1,Y,RRNe,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,310.0,1,3,1,3,Attchd,984.0,0,GasA,2,1Story,1,2,Lvl,2,9308.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,984.0,0.0,3,0.0,1965,1965,2006,126000.0,11.744037185933616 +2492,532376180,909.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,450.0,162.0,270.0,4,3,Y,RRAe,Norm,4,0.0,2,2,Plywood,Plywood,3,0,0,CBlock,1,7,294.0,1,3,1,3,Attchd,909.0,0,GasA,2,1Story,1,2,Lvl,2,8450.0,Inside,3,0.0,020,RL,90.0,BrkFace,NA,0.0,11,10.0,Sawyer,155.0,5,4,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,5,1.6094379124341003,1.0,0.0,882.0,155.0,3,0.0,1968,1968,2006,116000.0,11.661345470088502 +2493,532376250,925.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,744.0,181.0,0.0,5,1,Y,RRAe,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,PConc,1,7,484.0,2,3,1,3,Detchd,925.0,0,GasA,3,1Story,1,2,Lvl,2,8638.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Sawyer,74.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,925.0,277.0,3,203.0,1963,1963,2006,133500.0,11.801856756822442 +2494,532378050,1024.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,312.0,712.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,308.0,1,3,1,3,Attchd,1024.0,1,GasA,2,1Story,1,2,Lvl,2,13052.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,1,0.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1024.0,0.0,3,0.0,1965,1965,2006,120875.0,11.702512232755595 +2495,532378070,935.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,560.0,375.0,4,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,0,0,CBlock,1,7,288.0,1,3,1,3,Attchd,935.0,0,GasA,2,1Story,1,2,Lvl,2,13526.0,CulDSac,2,0.0,020,RL,114.0,BrkFace,NA,0.0,11,10.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,935.0,180.0,3,180.0,1965,1965,2006,137000.0,11.827736204810263 +2496,532378130,912.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,268.0,644.0,0.0,5,1,N,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,2,0,0,CBlock,1,7,0.0,0,0,0,0,NA,912.0,0,GasA,2,1Story,1,2,Lvl,2,8020.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,912.0,0.0,3,0.0,1964,1964,2006,124000.0,11.728036844587175 +2497,532378160,1236.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,447.0,465.0,0.0,4,1,Y,Feedr,Norm,4,0.0,2,2,HdBoard,Plywood,0,3,1,CBlock,1,7,288.0,1,3,1,3,Attchd,1236.0,0,GasA,2,1Story,1,2,Lvl,2,6993.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,912.0,0.0,3,0.0,1961,1994,2006,135000.0,11.813030057420567 +2498,532378220,941.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,253.0,659.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,1,1,CBlock,1,7,288.0,1,3,1,3,Attchd,941.0,0,GasA,2,1Story,1,2,Lvl,2,8789.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,912.0,64.0,3,64.0,1967,1967,2006,129200.0,11.769116870330638 +2499,532476050,2151.0,495.0,0.0,NA,3,1Fam,3,4,1,2,4,228.0,1023.0,497.0,5,4,Y,Norm,Norm,4,0.0,1,3,WdShing,Wd Sdng,4,3,4,CBlock,2,4,550.0,2,3,2,3,Attchd,2646.0,0,GasA,3,SLvl,1,3,Low,2,14330.0,Corner,2,0.0,080,RL,145.0,BrkFace,NA,0.0,1,0.0,Veenker,100.0,3,6,2,800.0,3,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,4.0,2.0,1748.0,741.0,3,641.0,1974,1974,2006,260000.0,12.468436909997665 +2500,533110130,1301.0,1116.0,0.0,NA,4,1Fam,3,1,0,0,4,1288.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,CBlock,2,7,462.0,2,3,1,3,Attchd,2417.0,1,GasA,4,2Story,1,3,Lvl,2,16059.0,Corner,3,0.0,060,RL,284.0,BrkFace,NA,0.0,4,3.0,NoRidge,82.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1288.0,209.0,3,127.0,1991,1992,2006,260000.0,12.468436909997665 +2501,533125120,1520.0,1306.0,0.0,NA,3,1Fam,3,4,1,0,5,216.0,1118.0,0.0,6,1,Y,Norm,Norm,4,186.0,2,3,HdBoard,ImStucc,0,3,3,PConc,2,7,888.0,3,3,2,3,Attchd,2826.0,1,GasA,4,2Story,1,3,HLS,1,11025.0,Inside,3,0.0,060,RL,692.0,BrkFace,NA,0.0,10,9.0,NoRidge,208.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1334.0,571.0,3,177.0,1992,1993,2006,334000.0,12.718896271958837 +2502,533127080,1352.0,1168.0,0.0,NA,5,1Fam,4,1,1,0,4,326.0,1012.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,MetalSd,MetalSd,0,3,1,PConc,2,7,796.0,3,3,2,3,Attchd,2520.0,1,GasA,4,2Story,1,3,Lvl,2,14541.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,11,10.0,NoRidge,55.0,6,7,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,10,2.302585092994046,3.5,1.7416573867739413,1338.0,264.0,3,209.0,1993,1993,2006,310000.0,12.644327576461329 +2503,533128030,1166.0,1129.0,0.0,NA,4,1Fam,3,1,1,0,4,367.0,728.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,590.0,2,3,2,3,Attchd,2295.0,1,GasA,4,2Story,1,3,Lvl,2,13346.0,CulDSac,2,0.0,060,RL,0.0,None,NA,0.0,7,6.0,NoRidge,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1095.0,40.0,3,0.0,1992,2000,2006,268000.0,12.498742259492994 +2504,533128090,1624.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,168.0,1456.0,0.0,6,1,Y,Norm,Norm,4,192.0,2,3,ImStucc,ImStucc,4,2,1,PConc,2,7,757.0,3,3,2,3,Attchd,1624.0,0,GasA,4,1Story,1,3,Lvl,2,12461.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,NoRidge,114.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1624.0,306.0,3,0.0,1994,1995,2006,262000.0,12.476099782743233 +2505,533206040,1143.0,0.0,0.0,Pave,1,TwnhsE,3,1,0,0,4,1143.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,1,7,588.0,2,3,2,3,Attchd,1143.0,1,GasA,4,1Story,1,3,Lvl,2,3628.0,Inside,3,0.0,120,FV,0.0,None,NA,0.0,5,4.0,Somerst,191.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1143.0,191.0,3,0.0,2004,2004,2006,176400.0,12.080509422554828 +2506,533208050,1247.0,0.0,0.0,Pave,1,TwnhsE,3,1,1,0,4,208.0,1039.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,1,PConc,1,7,550.0,2,3,3,3,Attchd,1247.0,1,GasA,4,1Story,1,3,Lvl,2,3316.0,Inside,2,0.0,120,FV,0.0,None,NA,0.0,4,3.0,Somerst,84.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,1247.0,84.0,3,0.0,2005,2005,2006,197000.0,12.190959007720126 +2507,533212100,520.0,600.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,3180.0,Inside,3,80.0,160,FV,0.0,None,NA,0.0,6,5.0,Somerst,166.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,166.0,3,0.0,2005,2005,2006,151000.0,11.925035115797062 +2508,533212110,520.0,623.0,0.0,Pave,2,TwnhsI,3,1,0,0,4,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1223.0,1,GasA,4,2Story,1,3,Lvl,2,2544.0,Inside,3,80.0,160,FV,0.0,None,NA,0.0,7,6.0,Somerst,166.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,166.0,3,0.0,2005,2005,2006,147400.0,11.900905258737373 +2509,533212120,520.0,623.0,0.0,Pave,2,TwnhsI,3,1,0,0,4,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1223.0,1,GasA,4,2Story,1,3,Lvl,2,2544.0,Inside,3,80.0,160,FV,0.0,None,NA,0.0,7,6.0,Somerst,166.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,166.0,3,0.0,2005,2005,2006,149900.0,11.917723684090689 +2510,533212130,520.0,600.0,0.0,Pave,2,TwnhsE,3,1,0,0,4,600.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,480.0,2,3,2,3,Detchd,1200.0,1,GasA,4,2Story,1,3,Lvl,2,3180.0,Inside,3,80.0,160,FV,0.0,None,NA,0.0,4,3.0,Somerst,166.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,600.0,166.0,3,0.0,2005,2005,2006,144152.0,11.87862357740665 +2511,533221080,768.0,756.0,0.0,NA,2,TwnhsE,3,1,0,0,4,403.0,353.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,440.0,2,3,1,3,Detchd,1524.0,1,GasA,4,2Story,1,3,Lvl,2,2998.0,Inside,3,0.0,160,FV,513.0,BrkFace,NA,0.0,6,5.0,Somerst,32.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,756.0,32.0,3,0.0,2000,2000,2006,166000.0,12.01974306733868 +2512,533223010,713.0,739.0,0.0,NA,3,TwnhsE,3,1,1,0,4,241.0,450.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,506.0,2,3,1,3,Detchd,1452.0,1,GasA,4,2Story,1,3,Lvl,2,3735.0,FR3,3,0.0,160,FV,218.0,BrkFace,NA,0.0,3,2.0,Somerst,34.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,691.0,34.0,3,0.0,1999,1999,2006,183900.0,12.122147410592412 +2513,533223080,673.0,709.0,0.0,NA,3,TwnhsI,3,1,1,0,4,32.0,641.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,490.0,2,3,1,3,Detchd,1382.0,1,GasA,4,2Story,1,3,Lvl,2,2651.0,FR2,3,0.0,160,FV,0.0,None,NA,0.0,4,3.0,Somerst,50.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,673.0,203.0,3,153.0,2000,2000,2006,165000.0,12.013700752882718 +2514,533223110,530.0,550.0,0.0,NA,2,TwnhsE,3,1,0,0,4,530.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,496.0,2,3,2,3,Attchd,1080.0,1,GasA,4,2Story,1,3,Lvl,2,4447.0,FR2,2,0.0,160,FV,0.0,None,NA,0.0,7,6.0,Somerst,50.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.5,1.1622776601683795,530.0,50.0,3,0.0,2003,2003,2006,139000.0,11.842229212112828 +2515,533241010,854.0,840.0,0.0,Pave,3,1Fam,3,1,0,0,4,569.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,4,3,1,PConc,2,7,434.0,1,3,1,3,BuiltIn,1694.0,1,GasA,4,2Story,1,3,Lvl,2,8314.0,Corner,2,0.0,060,FV,0.0,None,NA,0.0,11,10.0,Somerst,382.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,110.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,569.0,492.0,3,0.0,1997,1998,2006,200000.0,12.206072645530174 +2516,533242030,1568.0,0.0,0.0,Pave,3,1Fam,3,1,0,0,4,1568.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,3,1,PConc,2,7,564.0,2,3,2,3,Attchd,1568.0,0,GasA,4,1Story,1,3,Lvl,2,7180.0,Inside,2,0.0,020,FV,0.0,None,NA,0.0,9,8.0,Somerst,266.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1568.0,266.0,3,0.0,2001,2002,2006,221000.0,12.30591798049989 +2517,533250130,1494.0,0.0,0.0,NA,2,TwnhsE,4,3,1,0,4,0.0,437.0,1057.0,2,6,Y,Norm,Norm,4,0.0,3,3,BrkFace,BrkFace,0,4,1,PConc,1,7,481.0,2,3,3,3,Attchd,1494.0,1,GasA,4,1Story,1,4,Lvl,2,9549.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,4,3.0,Veenker,30.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,216.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1494.0,246.0,3,0.0,1995,1996,2006,270000.0,12.506177237980511 +2518,533252020,1208.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,441.0,767.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,CBlock,1,7,546.0,2,3,2,3,Attchd,1208.0,1,GasA,2,1Story,1,2,Lvl,2,11250.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Veenker,42.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1208.0,240.0,3,198.0,1977,1977,2006,165000.0,12.013700752882718 +2519,533253030,1235.0,0.0,0.0,NA,1,TwnhsI,3,4,1,0,4,44.0,1009.0,182.0,6,2,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,3,3,CBlock,1,7,484.0,2,3,3,3,Attchd,1235.0,0,GasA,3,1Story,1,2,Lvl,2,3760.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,5,4.0,Greens,78.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1235.0,211.0,3,133.0,1980,1980,2006,214000.0,12.273731294003989 +2520,533253050,1036.0,0.0,0.0,NA,1,TwnhsI,3,4,1,0,4,176.0,860.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,484.0,2,3,3,3,Detchd,1036.0,0,GasA,2,1Story,1,3,Lvl,2,3640.0,CulDSac,2,0.0,120,RL,0.0,None,NA,0.0,9,8.0,Greens,108.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1036.0,241.0,3,133.0,1980,1980,2006,188000.0,12.144197241812087 +2521,533253090,1226.0,0.0,0.0,NA,1,TwnhsE,3,4,1,0,4,419.0,807.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,2,1,CBlock,1,7,484.0,2,3,3,3,Attchd,1226.0,0,GasA,2,1Story,1,3,Lvl,2,3874.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,7,6.0,Greens,78.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1226.0,211.0,3,133.0,1980,1980,2006,190000.0,12.154779351142624 +2522,533253160,1226.0,0.0,0.0,NA,1,TwnhsI,3,4,1,0,4,48.0,652.0,526.0,6,3,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,Plywood,0,3,1,CBlock,1,7,484.0,2,3,3,3,Attchd,1226.0,0,GasA,2,1Story,1,3,Lvl,2,3876.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,7,6.0,Greens,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1226.0,193.0,3,133.0,1978,1978,2006,170000.0,12.043553716032399 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Sdng,3,0,0,CBlock,1,7,286.0,1,3,1,3,Attchd,1248.0,0,GasA,4,1Story,1,2,Lvl,2,10800.0,Inside,3,0.0,020,RL,88.0,BrkFace,NA,0.0,5,4.0,Names,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1248.0,0.0,3,0.0,1960,1960,2006,151500.0,11.928340903931561 +2552,534430050,816.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,242.0,574.0,0.0,4,1,Y,Norm,Norm,4,40.0,2,2,MetalSd,MetalSd,3,2,1,CBlock,1,7,240.0,1,3,1,3,Attchd,816.0,0,GasA,4,1Story,1,2,Lvl,2,8550.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,816.0,268.0,3,228.0,1934,1950,2006,129800.0,11.773750083252127 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Sdng,3,3,2,CBlock,1,7,240.0,1,3,1,3,Attchd,1578.0,0,GasA,2,1.5Fin,1,1,Lvl,2,9490.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,806.0,32.0,3,0.0,1941,1950,2006,133000.0,11.79810440720389 +2564,534479240,1024.0,704.0,0.0,NA,3,1Fam,3,1,0,0,3,704.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,CBlock,1,6,234.0,1,3,1,3,Attchd,1728.0,1,GasA,3,2Story,1,2,Lvl,2,9462.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,Names,60.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,704.0,305.0,3,245.0,1949,1973,2006,137000.0,11.827736204810263 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Sdng,2,0,0,CBlock,1,7,540.0,2,3,1,3,Attchd,1190.0,0,GasA,2,SLvl,1,2,Lvl,2,7728.0,Inside,3,0.0,090,RL,120.0,BrkFace,NA,0.0,5,4.0,Names,18.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1106.0,18.0,3,0.0,1962,1962,2006,132500.0,11.794337924408413 +2574,535152070,1144.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,102.0,748.0,294.0,5,4,Y,Norm,Norm,4,0.0,3,2,HdBoard,HdBoard,0,3,1,CBlock,1,7,796.0,1,3,2,3,Attchd,1144.0,0,GasA,2,SLvl,1,2,Lvl,2,8163.0,Inside,3,0.0,080,RL,128.0,BrkFace,NA,0.0,3,2.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1144.0,86.0,3,86.0,1959,1959,2006,143000.0,11.870599909242044 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Sdng,0,3,1,CBlock,1,7,488.0,2,3,2,3,Attchd,1336.0,1,GasA,4,1Story,1,2,Lvl,2,9610.0,Corner,2,0.0,020,RL,632.0,BrkFace,NA,0.0,12,11.0,Names,0.0,5,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1121.0,80.0,3,80.0,1958,1958,2006,162000.0,11.99535161421452 +2578,535178100,1370.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,99.0,678.0,281.0,4,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,3,1,CBlock,1,7,300.0,1,3,2,3,Basment,1370.0,0,GasA,4,SLvl,1,2,Lvl,2,10000.0,Corner,3,0.0,080,RL,272.0,BrkFace,NA,0.0,2,1.0,Names,0.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,120.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1058.0,311.0,3,191.0,1956,1956,2006,148000.0,11.904967552746252 +2579,535179050,1092.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,197.0,895.0,0.0,3,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,1,3,1,CBlock,1,7,299.0,1,3,3,3,Attchd,1092.0,0,GasA,2,1Story,1,2,Lvl,2,14850.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,122.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1092.0,390.0,3,268.0,1957,1957,2006,141000.0,11.856515169360305 +2580,535180020,1124.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,210.0,914.0,0.0,4,1,Y,Norm,Norm,4,180.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,1,7,353.0,1,3,3,3,Attchd,1124.0,0,GasA,4,1Story,1,2,Lvl,2,10152.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,211.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,142.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1124.0,533.0,3,0.0,1956,1994,2006,153000.0,11.938193200374572 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Sdng,0,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1050.0,0,GasA,4,1Story,1,3,Lvl,2,8092.0,Inside,3,0.0,020,RL,176.0,BrkFace,NA,0.0,6,5.0,Names,0.0,7,5,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1050.0,0.0,3,0.0,1954,2000,2006,156000.0,11.957611286231675 +2584,535303050,1375.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,1367.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,BrkFace,0,3,1,CBlock,1,7,451.0,2,3,1,3,Attchd,1375.0,0,GasA,4,1Story,1,2,Lvl,2,11310.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Names,30.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1367.0,30.0,3,0.0,1954,1954,2006,140000.0,11.84939770159144 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Sdng,0,0,0,CBlock,1,7,660.0,2,3,1,2,Detchd,715.0,0,GasA,1,1Story,1,2,Lvl,2,10914.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,8,7.0,Names,0.0,2,2,0,0.0,0,CompShg,Hip,Normal,WD,112.0,Pave,4,1.3862943611198906,1.0,0.0,715.0,187.0,3,0.0,1929,1950,2006,68000.0,11.127262984158243 +2600,535377100,448.0,272.0,0.0,NA,1,1Fam,2,1,0,0,2,448.0,0.0,0.0,1,1,Y,Norm,Norm,4,70.0,3,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,280.0,1,3,1,2,Attchd,720.0,0,GasA,4,1.5Fin,1,1,Lvl,2,7008.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,OldTown,0.0,7,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,448.0,70.0,3,0.0,1900,1998,2006,86900.0,11.372513311253483 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Sdng,0,4,1,CBlock,2,4,520.0,2,2,1,3,Attchd,2414.0,0,GasA,2,1.5Fin,2,2,Lvl,2,10800.0,Corner,3,0.0,190,RL,0.0,None,NA,0.0,5,4.0,OldTown,0.0,3,4,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,954.0,142.0,3,142.0,1900,1970,2006,160000.0,11.982929094215963 +2606,535382130,1096.0,370.0,0.0,Grvl,3,1Fam,3,1,0,1,2,170.0,626.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,CBlock,2,6,566.0,2,3,1,3,Attchd,1466.0,0,GasA,3,1.5Fin,1,3,Lvl,2,10800.0,Inside,3,0.0,050,RL,0.0,None,Shed,500.0,4,3.0,OldTown,21.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,796.0,457.0,3,436.0,1936,1989,2006,170000.0,12.043553716032399 +2607,535401140,1324.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,445.0,643.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,2,3,1,CBlock,2,7,440.0,2,3,2,3,Attchd,1324.0,0,GasA,4,1Story,1,2,Lvl,2,8658.0,Inside,3,0.0,020,RL,101.0,BrkFace,NA,0.0,12,11.0,Names,138.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1088.0,138.0,3,0.0,1965,1965,2006,160000.0,11.982929094215963 +2608,535402070,1086.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,380.0,516.0,128.0,5,4,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,2,4,1,CBlock,1,7,484.0,2,3,2,3,Attchd,1086.0,0,GasA,2,SLvl,1,2,Lvl,2,13400.0,Inside,3,0.0,080,RL,1047.0,BrkFace,NA,0.0,6,5.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1024.0,0.0,3,0.0,1966,1966,2006,159950.0,11.982616545377663 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Sdng,0,0,0,Slab,1,7,420.0,2,3,1,3,Detchd,1040.0,0,GasA,2,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,29.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,0.0,29.0,3,0.0,1950,1950,2006,109900.0,11.607326140391713 +2624,535453160,1040.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,671.0,369.0,0.0,2,1,Y,Norm,Norm,3,252.0,2,2,BrkFace,Wd Sdng,2,0,0,CBlock,1,7,286.0,1,3,2,3,Attchd,1040.0,0,GasA,2,1Story,1,2,Lvl,2,7560.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1040.0,392.0,3,140.0,1959,1959,2006,133700.0,11.803353763090035 +2625,535454030,1040.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,0.0,2,2,BrkFace,Stone,0,0,0,Slab,2,7,400.0,2,2,1,3,Detchd,1040.0,0,Wall,1,1Story,2,2,Lvl,2,8544.0,Corner,3,0.0,090,RL,0.0,None,NA,0.0,12,11.0,Names,0.0,3,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1950,1950,2006,81400.0,11.307130551990632 +2626,535454050,1040.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,3,0.0,2,2,Stucco,Stucco,0,0,0,Slab,2,7,400.0,2,3,1,3,Detchd,1040.0,0,Wall,1,1Story,2,2,Lvl,2,8544.0,Inside,3,0.0,090,RL,340.0,BrkFace,NA,0.0,5,4.0,Names,0.0,3,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1949,1950,2006,87500.0,11.379394072345706 +2627,535454060,1040.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,2,0.0,2,2,Stucco,Stone,0,0,0,CBlock,2,7,400.0,2,3,1,3,Detchd,1040.0,0,GasA,3,1Story,2,2,Lvl,2,8544.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,3,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1950,1950,2006,93500.0,11.44571671527678 +2628,535456010,1556.0,0.0,0.0,NA,4,Duplx,2,1,0,0,3,1556.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,BrkFace,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1556.0,0,GasA,2,1Story,2,2,Lvl,2,8512.0,Corner,3,0.0,090,RL,0.0,None,NA,0.0,9,8.0,Names,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1556.0,0.0,3,0.0,1960,1960,2006,119000.0,11.686878772093667 +2629,535456020,1150.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,465.0,179.0,506.0,5,4,Y,Norm,Norm,3,0.0,2,2,BrkFace,Wd Sdng,0,0,0,CBlock,1,7,300.0,1,3,2,3,Attchd,1150.0,0,GasA,4,1Story,1,2,Lvl,2,7945.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1150.0,0.0,3,0.0,1959,1959,2006,141000.0,11.856515169360305 +2630,535457070,1150.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,369.0,781.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,BrkFace,0,0,0,CBlock,1,7,288.0,1,3,2,3,Attchd,1150.0,0,GasA,2,1Story,1,2,Lvl,2,7000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Names,0.0,3,4,2,0.0,0,CompShg,Hip,Normal,WD,162.0,Pave,6,1.791759469228055,1.0,0.0,1150.0,162.0,3,0.0,1961,1961,2006,146000.0,11.891361900690473 +2631,535477060,660.0,688.0,0.0,NA,3,1Fam,3,1,0,0,3,148.0,512.0,0.0,4,1,Y,PosN,Norm,4,0.0,2,2,VinylSd,VinylSd,0,2,1,CBlock,1,7,453.0,2,3,2,3,Attchd,1348.0,1,GasA,2,2Story,1,2,Lvl,2,7590.0,Inside,3,0.0,060,RL,266.0,BrkFace,NA,0.0,7,6.0,Names,108.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,660.0,296.0,3,188.0,1966,1966,2006,155000.0,11.951180395901384 +2632,535478010,999.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,141.0,784.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,300.0,1,3,1,3,Attchd,999.0,0,GasA,2,SFoyer,1,2,Lvl,2,10205.0,Inside,2,0.0,085,RL,0.0,None,NA,0.0,5,4.0,Names,72.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,925.0,222.0,3,150.0,1962,1962,2006,134500.0,11.809319478024031 +2633,535478070,1045.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,236.0,809.0,0.0,2,1,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,528.0,2,3,1,3,Detchd,1045.0,0,GasA,3,1Story,1,2,Lvl,2,7400.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Names,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1045.0,0.0,3,0.0,1962,1962,2006,120000.0,11.695247021764184 +2634,535478090,864.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,396.0,468.0,0.0,4,1,Y,Artery,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,2,0,0,CBlock,1,7,336.0,1,3,1,3,Attchd,864.0,0,GasA,3,1Story,1,2,Lvl,2,7000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Names,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,864.0,0.0,3,0.0,1962,1962,2006,105000.0,11.56171562913966 +2635,535478110,1025.0,0.0,0.0,NA,3,2FmCon,3,3,1,0,3,72.0,953.0,0.0,5,1,Y,Artery,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,1025.0,0,GasA,2,SFoyer,1,2,Lvl,2,7000.0,Inside,3,0.0,190,RL,0.0,None,NA,0.0,3,2.0,Names,80.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1025.0,176.0,3,96.0,1962,1962,2006,124000.0,11.728036844587175 +2636,902100110,1007.0,1007.0,0.0,Grvl,5,1Fam,3,1,0,0,2,716.0,0.0,0.0,1,1,Y,Norm,Norm,3,167.0,3,3,CemntBd,CemntBd,0,0,0,PConc,2,7,624.0,2,3,1,3,Detchd,2014.0,0,GasA,4,2Story,1,2,Lvl,2,9856.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,72.0,7,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,716.0,239.0,3,0.0,1900,2005,2006,169000.0,12.037653993905211 +2637,902100130,810.0,518.0,0.0,Grvl,3,1Fam,3,1,0,0,3,686.0,0.0,0.0,1,1,N,Norm,Norm,4,60.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,210.0,1,3,1,3,Detchd,1328.0,0,GasA,1,2Story,1,2,Lvl,2,9906.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,9,8.0,OldTown,172.0,3,3,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,686.0,232.0,3,0.0,1925,1950,2006,107000.0,11.580584113444043 +2638,902101050,1226.0,442.0,0.0,Grvl,3,1Fam,3,1,1,0,3,936.0,276.0,0.0,3,1,Y,Norm,Norm,3,140.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1668.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9600.0,Inside,3,0.0,050,RM,264.0,Stone,NA,0.0,5,4.0,OldTown,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1212.0,140.0,3,0.0,1948,1950,2006,135000.0,11.813030057420567 +2639,902103090,1147.0,510.0,0.0,NA,4,1Fam,2,1,0,0,3,863.0,284.0,0.0,2,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,PConc,1,7,162.0,1,2,1,2,Detchd,1657.0,0,GasA,2,1.5Fin,1,1,Lvl,2,5520.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.0,0.0,1147.0,0.0,3,0.0,1920,1980,2006,111500.0,11.62177986988231 +2640,902104020,940.0,476.0,0.0,Grvl,3,1Fam,3,1,0,1,3,399.0,381.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,400.0,2,3,1,3,Detchd,1416.0,0,GasA,4,1.5Fin,1,3,Lvl,2,9600.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,24.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,780.0,24.0,3,0.0,1900,2004,2006,156500.0,11.960811288962345 +2641,902106040,832.0,809.0,0.0,Grvl,3,1Fam,4,1,0,1,3,712.0,16.0,0.0,2,1,Y,Norm,Norm,4,234.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,546.0,2,3,1,2,Detchd,1641.0,1,GasA,4,2Story,1,4,Lvl,2,9600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,728.0,234.0,3,0.0,1925,1990,2006,178000.0,12.089538829274222 +2642,902106090,848.0,580.0,0.0,Grvl,4,1Fam,3,1,1,0,3,504.0,208.0,0.0,3,1,Y,Norm,Norm,4,84.0,2,2,AsbShng,Wd Sdng,0,0,0,Stone,1,7,576.0,2,3,3,3,Detchd,1428.0,0,GasA,3,2Story,1,2,Lvl,2,6451.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,712.0,348.0,3,264.0,1900,1970,2006,139900.0,11.848683160653573 +2643,902108060,502.0,502.0,0.0,Grvl,2,1Fam,3,1,0,0,3,502.0,0.0,0.0,1,1,N,Norm,Norm,4,68.0,2,2,Wd Sdng,Wd Sdng,3,1,1,BrkTil,1,7,200.0,1,3,1,2,Detchd,1004.0,0,GasA,2,2Story,1,3,Lvl,2,3960.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,7,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,502.0,348.0,3,280.0,1930,1950,2006,105000.0,11.56171562913966 +2644,902109010,813.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,813.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,270.0,1,2,1,2,Detchd,813.0,0,GasA,4,1Story,1,3,Lvl,2,5684.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,113.0,7,5,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,813.0,113.0,3,0.0,1930,2005,2006,110000.0,11.608235644774552 +2645,902110120,1084.0,867.0,0.0,Grvl,4,2FmCon,3,1,0,0,3,938.0,0.0,0.0,1,1,N,Norm,Norm,4,28.0,2,3,MetalSd,MetalSd,0,0,0,PConc,2,7,576.0,2,3,1,3,Detchd,1951.0,0,GasA,3,1.5Fin,2,1,Lvl,2,7745.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,4,3.0,OldTown,6.0,5,3,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,938.0,34.0,3,0.0,1900,1950,2006,111500.0,11.62177986988231 +2646,902110130,1032.0,0.0,0.0,Grvl,2,1Fam,2,1,0,0,3,817.0,143.0,72.0,4,3,N,Norm,Norm,3,112.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,280.0,1,3,1,3,Detchd,1032.0,0,GasA,3,1Story,1,2,Lvl,2,7741.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1032.0,112.0,3,0.0,1924,1950,2006,108000.0,11.589886506106357 +2647,902111010,844.0,0.0,0.0,Pave,2,1Fam,2,1,0,0,3,844.0,0.0,0.0,1,1,Y,Norm,Norm,4,123.0,2,2,MetalSd,Stucco,0,0,0,BrkTil,1,7,216.0,1,3,1,3,Detchd,844.0,0,GasA,2,1Story,1,2,Lvl,2,5633.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,OldTown,81.0,6,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,844.0,254.0,3,50.0,1925,1950,2006,111500.0,11.62177986988231 +2648,902125020,1089.0,661.0,0.0,Grvl,3,1Fam,2,1,0,0,2,636.0,0.0,0.0,1,1,Y,Artery,Norm,3,293.0,2,2,VinylSd,VinylSd,3,0,0,BrkTil,1,7,240.0,1,1,1,2,Detchd,1750.0,0,GasA,2,2Story,1,4,Lvl,2,9000.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,5,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,636.0,293.0,3,0.0,1880,1991,2006,124000.0,11.728036844587175 +2649,902128020,864.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,576.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,528.0,1,3,2,3,Detchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,7200.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,8,7.0,OldTown,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,COD,115.0,Pave,5,1.6094379124341003,1.0,0.0,576.0,115.0,3,0.0,1950,1950,2006,105000.0,11.56171562913966 +2650,902128100,734.0,384.0,0.0,NA,2,1Fam,3,1,0,0,2,648.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,Stucco,Stucco,0,0,0,BrkTil,1,7,440.0,2,3,1,3,Detchd,1118.0,0,GasA,2,1.5Fin,1,2,Lvl,2,4400.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,10,9.0,OldTown,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,648.0,0.0,3,0.0,1920,1950,2006,116000.0,11.661345470088502 +2651,902134060,714.0,662.0,0.0,Grvl,2,1Fam,2,2,0,0,3,738.0,0.0,0.0,1,1,Y,Norm,Norm,3,104.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,216.0,1,3,1,3,Detchd,1376.0,0,GasA,3,2Story,1,2,Lvl,1,7614.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,4,2,0,0.0,0,CompShg,Gable,Normal,WD,225.0,Pave,7,1.9459101490553132,1.0,0.0,738.0,329.0,3,0.0,1905,1950,2006,96900.0,11.481434797878858 +2652,902204060,960.0,0.0,0.0,NA,3,2FmCon,3,3,1,0,3,384.0,576.0,0.0,6,1,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,960.0,0,GasA,2,1Story,1,2,Lvl,2,6000.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,960.0,0.0,3,0.0,1955,1955,2006,135500.0,11.816726919301892 +2653,902204120,816.0,750.0,0.0,NA,5,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,4,296.0,3,2,MetalSd,MetalSd,3,0,0,PConc,1,7,450.0,2,3,1,3,Detchd,1566.0,1,GasA,4,1.5Fin,1,3,Lvl,2,6000.0,Inside,3,0.0,050,RM,145.0,BrkFace,NA,0.0,8,7.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,816.0,320.0,3,24.0,1924,1950,2006,139000.0,11.842229212112828 +2654,902206020,492.0,0.0,0.0,NA,1,1Fam,3,1,1,0,2,76.0,416.0,0.0,2,1,Y,Norm,Norm,4,78.0,2,2,AsbShng,AsbShng,0,0,0,BrkTil,1,7,200.0,1,3,1,2,Detchd,492.0,0,GasA,2,1Story,1,2,Lvl,2,7830.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,4,2,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,492.0,78.0,3,0.0,1921,1950,2006,61500.0,11.02679245379461 +2655,902206090,885.0,297.0,0.0,NA,3,1Fam,3,1,0,0,2,460.0,310.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,2,0,0,CBlock,1,7,378.0,1,3,1,2,Detchd,1182.0,1,GasA,2,1.5Fin,1,2,Lvl,2,9576.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,770.0,0.0,3,0.0,1945,1950,2006,120000.0,11.695247021764184 +2656,902207080,1163.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,906.0,256.0,0.0,5,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,220.0,1,3,1,2,Attchd,1163.0,0,GasA,4,1Story,1,2,Lvl,2,5820.0,Inside,3,0.0,020,RM,0.0,None,NA,0.0,7,6.0,OldTown,98.0,7,2,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1162.0,240.0,3,142.0,1955,2005,2006,126175.0,11.745425111208464 +2657,902207110,840.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,798.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,250.0,1,2,1,3,Detchd,840.0,0,GasA,3,1Story,1,1,Lvl,2,5747.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,3,2,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,798.0,112.0,3,112.0,1920,1950,2006,64000.0,11.06663836234181 +2658,902301120,908.0,1020.0,0.0,Grvl,4,2FmCon,3,1,0,0,2,1020.0,0.0,0.0,1,1,N,Norm,Norm,1,112.0,1,2,AsbShng,AsbShng,0,0,0,Stone,2,7,440.0,1,1,1,1,Detchd,1928.0,0,GasA,3,2Story,2,1,Lvl,2,9142.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,4,3.0,OldTown,60.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1020.0,172.0,3,0.0,1910,1950,2006,137000.0,11.827736204810263 +2659,902305090,1095.0,679.0,0.0,Grvl,4,1Fam,2,1,1,0,3,1095.0,0.0,0.0,1,1,N,Norm,Norm,4,90.0,2,2,AsbShng,Stucco,0,0,0,BrkTil,2,5,779.0,3,2,1,2,2Types,1774.0,0,GasW,1,2Story,2,2,Lvl,2,9600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,1,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1095.0,90.0,3,0.0,1900,1950,2006,87000.0,11.37366339763672 +2660,902325050,880.0,888.0,0.0,NA,2,1Fam,3,2,0,0,4,490.0,390.0,0.0,3,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,2,BrkTil,1,7,320.0,2,3,1,3,Detchd,1768.0,1,GasW,1,2.5Unf,1,2,Lvl,2,10800.0,Inside,3,0.0,075,RM,0.0,None,NA,0.0,10,9.0,OldTown,341.0,6,6,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,880.0,341.0,3,0.0,1914,1970,2006,163000.0,12.0015054797889 +2661,902325100,1226.0,878.0,0.0,NA,5,1Fam,3,1,0,0,3,1226.0,0.0,0.0,1,1,Y,Norm,Norm,4,88.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,432.0,2,3,1,2,Detchd,2104.0,0,GasA,4,2.5Unf,1,2,Lvl,2,6300.0,Corner,3,0.0,075,RM,0.0,None,NA,0.0,7,6.0,OldTown,341.0,5,6,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.0,0.8284271247461903,1226.0,429.0,3,0.0,1910,2005,2006,155000.0,11.951180395901384 +2662,902325160,889.0,551.0,0.0,NA,3,1Fam,3,1,0,0,3,540.0,0.0,0.0,1,1,N,Norm,Norm,3,77.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,352.0,1,3,1,2,Attchd,1440.0,0,GasA,3,1.5Fin,1,2,Lvl,2,5000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,OldTown,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,540.0,77.0,3,0.0,1900,1950,2006,79000.0,11.27720313144916 +2663,902328100,815.0,875.0,0.0,NA,3,1Fam,3,1,0,0,3,815.0,0.0,0.0,1,1,Y,Norm,Norm,4,330.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,225.0,1,3,1,3,Detchd,1690.0,0,GasA,4,2.5Unf,1,2,Bnk,2,8850.0,Corner,2,0.0,075,RM,0.0,None,NA,0.0,7,6.0,OldTown,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,ConLw,0.0,Pave,7,1.9459101490553132,1.0,0.0,815.0,330.0,3,0.0,1916,1950,2006,144000.0,11.877568578558138 +2664,902329070,684.0,684.0,0.0,Grvl,3,1Fam,3,1,0,0,3,684.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,216.0,1,2,1,3,Detchd,1368.0,0,GasA,4,2Story,1,2,Lvl,2,3600.0,Inside,3,0.0,070,RM,0.0,None,NA,0.0,10,9.0,OldTown,158.0,6,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,684.0,158.0,3,0.0,1910,1993,2006,114504.0,11.648365035864053 +2665,902329090,998.0,764.0,0.0,NA,4,1Fam,3,1,1,0,2,596.0,0.0,0.0,1,1,Y,Norm,Norm,4,221.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,576.0,2,3,1,3,Detchd,1762.0,1,GasA,4,2Story,1,3,Lvl,2,7200.0,Corner,3,0.0,070,RM,0.0,None,NA,0.0,10,9.0,OldTown,0.0,6,6,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,596.0,257.0,3,36.0,1920,1950,2006,157000.0,11.964001084330445 +2666,902400090,1200.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,1200.0,0.0,0.0,1,1,Y,Norm,Norm,3,228.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,312.0,1,2,1,2,Detchd,1200.0,0,GasA,2,1Story,1,2,Lvl,2,11340.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,OldTown,0.0,4,5,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,1200.0,228.0,3,0.0,1923,1950,2006,125000.0,11.736069016284437 +2667,902400110,1518.0,1518.0,0.0,NA,4,1Fam,3,2,0,0,3,1107.0,0.0,0.0,1,1,Y,Artery,Norm,4,0.0,3,3,Wd Sdng,Wd Sdng,4,3,2,BrkTil,2,7,840.0,3,3,1,5,Detchd,3608.0,1,GasA,4,2.5Fin,1,4,Lvl,2,22950.0,Inside,1,572.0,075,RM,0.0,None,NA,0.0,6,5.0,OldTown,260.0,8,9,2,0.0,0,WdShngl,Gable,Normal,WD,410.0,Pave,12,2.4849066497880004,2.5,1.1622776601683795,1107.0,670.0,3,0.0,1892,1993,2006,475000.0,13.071070083016778 +2668,902401090,624.0,624.0,0.0,NA,2,Duplx,3,1,0,0,3,624.0,0.0,0.0,1,1,N,Norm,Norm,3,256.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1248.0,0,GasA,3,2Story,2,2,Lvl,2,5976.0,Inside,3,0.0,090,RM,0.0,None,NA,0.0,12,11.0,OldTown,130.0,6,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,624.0,386.0,3,0.0,1920,1950,2006,93500.0,11.44571671527678 +2669,902406030,960.0,0.0,0.0,Grvl,3,1Fam,3,1,0,0,3,960.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,624.0,2,3,1,3,Detchd,960.0,0,GasA,4,1Story,1,2,Lvl,2,9750.0,Inside,3,0.0,020,RM,0.0,None,Gar2,4500.0,7,6.0,OldTown,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,960.0,0.0,3,0.0,1958,1958,2006,125000.0,11.736069016284437 +2670,902456015,1020.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,1020.0,0.0,0.0,1,1,N,Norm,Norm,1,105.0,1,1,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,1020.0,0,GasA,1,1.5Unf,1,1,Lvl,2,4761.0,Corner,3,0.0,050,C,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,2,2,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1020.0,105.0,3,0.0,1918,1950,2006,64500.0,11.074420502783864 +2671,903200050,788.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,522.0,266.0,0.0,3,1,Y,Feedr,Norm,3,0.0,2,2,WdShing,WdShing,2,3,2,CBlock,1,7,0.0,0,0,0,0,NA,788.0,0,GasA,2,1Story,1,2,Lvl,2,7446.0,Corner,3,0.0,030,RL,0.0,None,NA,0.0,4,3.0,BrkSide,0.0,4,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,788.0,0.0,3,0.0,1941,1950,2006,100000.0,11.512925464970229 +2672,903202120,972.0,605.0,0.0,NA,3,1Fam,3,1,0,0,3,972.0,0.0,0.0,1,1,Y,RRAn,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,312.0,1,3,1,3,Detchd,1577.0,0,GasA,3,1.5Fin,1,1,Lvl,2,6435.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,BrkSide,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,972.0,0.0,3,0.0,1939,1950,2006,140200.0,11.850825253582627 +2673,903206160,1017.0,810.0,0.0,NA,2,1Fam,3,1,0,0,3,848.0,0.0,0.0,1,1,N,Norm,Norm,4,42.0,2,2,BrkComm,Stucco,4,4,1,BrkTil,1,7,240.0,1,3,1,2,Detchd,1827.0,0,GasW,2,2Story,1,2,Bnk,2,11737.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,5,4.0,BrkSide,36.0,6,5,2,0.0,0,CompShg,Gambrel,Normal,WD,0.0,Pave,9,2.1972245773362196,1.0,0.0,848.0,105.0,3,27.0,1924,1996,2006,202500.0,12.218495165528731 +2674,903225090,1004.0,660.0,0.0,NA,3,1Fam,3,1,0,0,3,605.0,399.0,0.0,5,1,Y,Feedr,Norm,4,36.0,3,2,CemntBd,CemntBd,0,4,2,CBlock,2,7,420.0,2,3,1,3,Detchd,1664.0,0,GasA,4,1.5Fin,1,2,Lvl,2,5000.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,10,9.0,BrkSide,24.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1004.0,60.0,3,0.0,1947,1950,2006,159000.0,11.976659481202368 +2675,903229040,793.0,325.0,0.0,NA,3,2FmCon,3,2,1,0,4,286.0,507.0,0.0,3,1,Y,Artery,Norm,4,0.0,2,2,MetalSd,MetalSd,3,4,1,CBlock,1,7,410.0,2,3,1,3,Detchd,1118.0,0,GasA,2,1.5Fin,1,2,Lvl,2,7800.0,Inside,3,0.0,190,RM,0.0,None,NA,0.0,5,4.0,OldTown,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,271.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,793.0,271.0,3,0.0,1939,1950,2006,119900.0,11.694413341015606 +2676,903231070,816.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,PConc,1,7,528.0,2,3,1,3,Detchd,1176.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,360.0,050,RM,0.0,None,Shed,400.0,9,8.0,BrkSide,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,816.0,112.0,3,112.0,1934,1950,2006,114500.0,11.648330101976432 +2677,903231190,896.0,448.0,0.0,NA,3,1Fam,3,1,0,0,4,896.0,0.0,0.0,1,1,Y,Norm,Norm,3,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,240.0,1,3,1,2,Detchd,1344.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,4,3.0,BrkSide,114.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,896.0,314.0,3,200.0,1936,1950,2006,115000.0,11.652687407345388 +2678,903231220,728.0,434.0,0.0,NA,3,1Fam,3,1,1,0,3,381.0,347.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,AsbShng,AsbShng,0,0,0,CBlock,1,7,258.0,1,1,1,2,Detchd,1162.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,11,10.0,BrkSide,24.0,4,2,2,0.0,0,CompShg,Gable,Abnorml,ConLI,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,728.0,24.0,3,0.0,1930,1950,2006,75000.0,11.225243392518447 +2679,903231240,1015.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,279.0,489.0,0.0,3,1,N,Norm,Norm,4,112.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,6,450.0,1,3,1,3,Detchd,1015.0,0,GasA,2,1Story,1,2,Lvl,2,6120.0,Inside,3,0.0,030,RM,0.0,None,Shed,620.0,7,6.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Abnorml,WD,120.0,Pave,6,1.791759469228055,1.0,0.0,768.0,232.0,3,0.0,1925,1950,2006,88000.0,11.385092093460344 +2680,903232170,672.0,240.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,0.0,2,2,AsbShng,AsbShng,0,0,0,Slab,1,7,0.0,0,0,0,0,NA,912.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,4,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,1.0,0.0,0.0,0.0,3,0.0,1947,1950,2006,80500.0,11.296012463406655 +2681,903233100,1042.0,534.0,0.0,NA,3,1Fam,3,1,0,0,3,1042.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,225.0,1,3,1,3,Detchd,1576.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6240.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,8,7.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,1042.0,0.0,3,0.0,1928,1950,2006,149000.0,11.911701584927597 +2682,903233220,741.0,583.0,0.0,NA,3,1Fam,3,1,0,0,3,741.0,0.0,0.0,1,1,Y,Norm,Norm,4,55.0,3,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,180.0,1,3,1,2,Detchd,1324.0,0,GasA,3,1.5Fin,1,3,Lvl,2,6120.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,2,1.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,741.0,55.0,3,0.0,1930,1984,2006,110000.0,11.608235644774552 +2683,903234030,1103.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,706.0,397.0,0.0,4,1,Y,Artery,Norm,4,0.0,3,2,MetalSd,MetalSd,3,4,1,BrkTil,1,7,440.0,2,3,1,3,Detchd,1103.0,0,GasA,3,1Story,1,3,Lvl,2,6000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,7,6.0,OldTown,120.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,1103.0,286.0,3,166.0,1925,1980,2006,110500.0,11.612770799939945 +2684,903235020,616.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,0.0,616.0,0.0,2,1,Y,Norm,Norm,4,129.0,2,2,Wd Sdng,WdShing,0,0,0,CBlock,1,7,205.0,1,3,1,3,Detchd,616.0,0,GasA,3,1Story,1,2,Lvl,2,6000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,BrkSide,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,616.0,129.0,3,0.0,1921,1950,2006,89000.0,11.396391648714276 +2685,903236200,1048.0,0.0,0.0,NA,2,1Fam,2,1,0,0,3,993.0,0.0,0.0,1,1,Y,Norm,Norm,3,116.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,280.0,1,3,1,3,Detchd,1048.0,0,GasA,2,1.5Unf,1,2,Lvl,2,6380.0,Inside,3,0.0,045,RM,0.0,None,NA,0.0,8,7.0,BrkSide,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,993.0,116.0,3,0.0,1922,1950,2006,113000.0,11.635143097694478 +2686,903400030,816.0,0.0,0.0,Pave,2,1Fam,3,1,0,0,3,816.0,0.0,0.0,1,1,Y,Norm,Norm,3,112.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,210.0,1,2,1,2,Detchd,816.0,0,GasA,2,1Story,1,2,Lvl,2,11672.0,Inside,1,0.0,030,RL,0.0,None,NA,0.0,7,6.0,BrkSide,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,816.0,280.0,3,168.0,1925,1950,2006,109000.0,11.59910316121128 +2687,903425190,1611.0,875.0,0.0,NA,5,1Fam,3,1,0,0,3,1595.0,0.0,0.0,1,1,Y,RRAn,Feedr,4,0.0,2,2,BrkFace,Wd Sdng,0,4,1,CBlock,2,7,576.0,2,3,1,3,Detchd,2486.0,0,GasA,2,1.5Fin,1,2,Lvl,2,33120.0,Inside,0,0.0,050,RM,0.0,None,NA,0.0,10,9.0,OldTown,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1595.0,0.0,3,0.0,1962,1962,2006,220000.0,12.301382825334498 +2688,903425340,960.0,0.0,0.0,NA,3,2FmCon,3,3,1,0,3,171.0,789.0,0.0,5,1,N,RRAn,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,960.0,0,GasW,2,1Story,1,2,Lvl,2,9873.0,Inside,3,0.0,190,RL,160.0,BrkFace,NA,0.0,5,4.0,BrkSide,288.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,960.0,288.0,3,0.0,1970,1970,2006,129000.0,11.76756768334381 +2689,903430090,1001.0,634.0,0.0,NA,2,1Fam,2,1,0,0,3,485.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,255.0,1,3,1,2,Attchd,1635.0,0,GasA,3,1.5Fin,1,3,Lvl,2,5310.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,OldTown,0.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,485.0,394.0,3,394.0,1910,2003,2006,117000.0,11.669929213779893 +2690,903430130,693.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,693.0,0.0,0.0,1,1,N,Feedr,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,693.0,0,Grav,1,1Story,1,1,Bnk,1,4118.0,Corner,2,0.0,030,RM,0.0,None,NA,0.0,3,2.0,OldTown,20.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,693.0,20.0,3,0.0,1941,1950,2006,52500.0,10.868568448579715 +2691,903451050,834.0,596.0,0.0,Grvl,3,1Fam,2,1,0,0,3,596.0,0.0,0.0,1,1,Y,Norm,Norm,2,0.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,2,7,370.0,2,2,1,2,Detchd,1430.0,0,GasA,0,1.5Fin,1,1,Lvl,2,10320.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,4,3,2,0.0,0,CompShg,Gable,Abnorml,WD,210.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,596.0,428.0,3,218.0,1924,1950,2006,107000.0,11.580584113444043 +2692,903452090,665.0,665.0,0.0,NA,3,1Fam,2,1,0,0,2,396.0,0.0,0.0,1,1,Y,Norm,Norm,4,45.0,3,1,AsbShng,Plywood,3,0,0,BrkTil,1,7,390.0,1,3,1,3,Detchd,1330.0,0,GasA,3,2Story,1,2,Lvl,2,7518.0,FR3,3,0.0,070,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,72.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,396.0,117.0,3,0.0,1910,2004,2006,116500.0,11.665646551987892 +2693,903454020,819.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,610.0,0.0,0.0,1,1,N,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,0.0,0,0,0,0,NA,819.0,0,GasA,4,1Story,1,3,Lvl,2,9000.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,9,8.0,IDOTRR,0.0,3,4,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,610.0,0.0,3,0.0,1919,1950,2006,72000.0,11.184421397998193 +2694,903454080,780.0,596.0,0.0,NA,3,1Fam,3,1,0,0,3,780.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,2,7,198.0,1,3,1,3,Detchd,1376.0,0,GasA,2,1.5Fin,1,2,Bnk,2,8600.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,5,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,780.0,0.0,3,0.0,1937,1950,2006,119500.0,11.691071650353702 +2695,903455090,803.0,557.0,0.0,NA,2,1Fam,3,1,0,0,3,803.0,0.0,0.0,1,1,Y,Norm,Norm,4,190.0,2,2,Wd Sdng,Wd Sdng,3,0,0,CBlock,1,7,297.0,1,3,1,3,Detchd,1360.0,1,GasA,4,1.5Fin,1,3,Lvl,2,7200.0,Corner,3,0.0,050,RM,0.0,None,NA,0.0,7,6.0,IDOTRR,65.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,803.0,255.0,3,0.0,1938,1995,2006,125500.0,11.740061037553975 +2696,903456060,1077.0,0.0,0.0,NA,3,1Fam,2,1,0,0,3,1007.0,0.0,0.0,1,1,N,Norm,Norm,4,48.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,210.0,1,2,1,3,Detchd,1077.0,0,GasA,1,1Story,1,2,Lvl,2,9786.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,100.0,3,2,1,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1007.0,148.0,3,0.0,1922,1950,2006,91000.0,11.418614785498987 +2697,903456090,520.0,0.0,0.0,NA,2,2FmCon,3,3,1,0,3,30.0,490.0,0.0,6,1,N,Norm,Norm,4,0.0,1,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,0.0,0,0,0,0,NA,754.0,0,GasA,3,1.5Fin,1,2,Lvl,2,6780.0,Inside,3,234.0,190,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,7,5,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,520.0,53.0,3,53.0,1935,1982,2006,84500.0,11.344506813345266 +2698,903458010,984.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,641.0,343.0,0.0,2,1,Y,Norm,Norm,2,164.0,2,2,VinylSd,VinylSd,0,0,0,BrkTil,1,7,308.0,1,3,1,3,Detchd,984.0,0,GasA,2,1Story,1,2,Lvl,2,7200.0,Corner,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,0.0,5,5,0,0.0,0,CompShg,Gable,Family,ConLI,0.0,Pave,6,1.791759469228055,1.0,0.0,984.0,164.0,3,0.0,1930,1950,2006,90000.0,11.407564949312402 +2699,904100030,1081.0,341.0,0.0,NA,3,1Fam,3,1,1,0,3,477.0,329.0,0.0,4,1,Y,Feedr,Norm,4,0.0,1,2,HdBoard,HdBoard,2,3,1,CBlock,1,7,288.0,1,3,1,3,Detchd,1422.0,0,GasA,2,1.5Fin,1,2,Lvl,2,12375.0,Inside,3,0.0,050,RL,41.0,Stone,NA,0.0,6,5.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,806.0,0.0,3,0.0,1951,1951,2006,137500.0,11.831379196088763 +2700,904100090,1921.0,0.0,0.0,NA,4,Duplx,3,1,0,0,3,1921.0,0.0,0.0,1,1,Y,Feedr,Feedr,4,0.0,2,2,BrkFace,BrkFace,0,0,0,CBlock,2,7,576.0,2,3,1,3,Detchd,1921.0,0,GasA,2,1Story,2,2,Lvl,2,11136.0,Corner,3,0.0,090,RL,0.0,None,NA,0.0,7,6.0,Sawyer,180.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1921.0,180.0,3,0.0,1964,1964,2006,150000.0,11.918390573078392 +2701,904100170,1640.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,3,225.0,2,2,Wd Sdng,MetalSd,0,4,1,Slab,1,6,394.0,2,3,2,3,Attchd,1640.0,0,GasA,2,1Story,1,2,Lvl,2,21370.0,FR2,3,0.0,020,RL,0.0,None,Shed,600.0,6,5.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,0.0,225.0,3,0.0,1950,1950,2006,131000.0,11.782952602183288 +2702,904101040,1352.0,0.0,0.0,NA,3,1Fam,3,3,0,1,3,468.0,300.0,294.0,4,3,Y,Norm,Norm,2,294.0,2,2,Wd Sdng,ImStucc,0,0,0,CBlock,1,5,288.0,1,3,1,3,BuiltIn,1352.0,0,GasA,4,SLvl,1,3,Lvl,2,6930.0,Inside,2,0.0,080,RL,120.0,BrkFace,NA,0.0,7,6.0,ClearCr,0.0,3,4,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1062.0,462.0,3,168.0,1958,1958,2006,130000.0,11.77528972943772 +2703,904301410,1032.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Norm,Norm,4,121.0,2,2,Wd Sdng,Wd Sdng,0,3,1,Slab,1,7,260.0,1,3,1,3,Detchd,1032.0,0,GasA,2,1Story,1,2,Lvl,2,8250.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,0.0,121.0,3,0.0,1935,1950,2006,125000.0,11.736069016284437 +2704,904302020,879.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,830.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,WdShing,0,0,0,BrkTil,1,7,180.0,1,3,1,3,Detchd,879.0,0,GasA,3,1Story,1,2,Lvl,2,5220.0,Inside,2,0.0,030,RL,0.0,None,NA,0.0,1,0.0,SWISU,108.0,2,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,830.0,108.0,3,0.0,1936,1950,2006,80000.0,11.289781913656018 +2705,904302030,1073.0,0.0,0.0,NA,2,1Fam,4,2,1,0,4,190.0,510.0,373.0,6,2,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,246.0,1,3,1,3,Detchd,1073.0,0,GasA,4,1Story,1,2,Lvl,2,5500.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,SWISU,120.0,4,6,2,0.0,0,CompShg,Shed,Normal,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,1073.0,120.0,3,0.0,2004,2004,2006,157000.0,11.964001084330445 +2706,905100030,1382.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,504.0,547.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,1,1,CBlock,1,7,459.0,2,3,1,3,Attchd,1382.0,1,GasA,3,1Story,1,2,Lvl,2,11235.0,Inside,3,0.0,020,RL,51.0,BrkFace,NA,0.0,10,9.0,Sawyer,82.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1051.0,82.0,3,0.0,1963,1979,2006,148000.0,11.904967552746252 +2707,905101330,1296.0,0.0,0.0,NA,2,Duplx,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,Slab,2,7,516.0,2,3,1,3,CarPort,1296.0,0,GasA,2,1Story,2,2,Lvl,2,10791.0,Inside,3,0.0,090,RL,0.0,None,Shed,500.0,10,9.0,Sawyer,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,0.0,0.0,3,0.0,1967,1967,2006,90000.0,11.407564949312402 +2708,905101450,1068.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,396.0,663.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,CBlock,1,7,264.0,1,3,2,3,Attchd,1068.0,0,GasA,2,1Story,1,2,Lvl,2,8414.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,2,1.0,Sawyer,0.0,7,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1059.0,192.0,3,192.0,1963,2003,2006,154500.0,11.947949375319936 +2709,905103130,1064.0,0.0,0.0,NA,3,1Fam,3,3,0,1,3,285.0,779.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,7,528.0,2,3,1,3,Attchd,1064.0,0,GasA,2,1Story,1,2,Lvl,2,11327.0,Inside,2,0.0,020,RL,305.0,BrkFace,NA,0.0,6,5.0,Sawyer,48.0,5,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1064.0,362.0,3,314.0,1967,1967,2006,153600.0,11.94210709969571 +2710,905103140,1320.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,285.0,328.0,551.0,2,5,Y,Norm,Norm,4,240.0,2,2,VinylSd,VinylSd,0,2,2,CBlock,1,7,564.0,2,3,2,3,Attchd,1320.0,0,GasA,4,SLvl,1,2,Lvl,2,11777.0,Inside,2,0.0,080,RL,97.0,BrkFace,NA,0.0,5,4.0,Sawyer,68.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1164.0,468.0,3,160.0,1966,1966,2006,164500.0,12.010665849187564 +2711,905103180,934.0,0.0,0.0,NA,2,1Fam,3,3,0,1,3,456.0,456.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,HdBoard,Plywood,4,0,0,CBlock,1,7,336.0,1,3,1,3,Attchd,934.0,0,GasA,2,SLvl,1,2,Lvl,2,10366.0,Corner,2,0.0,080,RL,0.0,None,Shed,500.0,7,6.0,Sawyer,0.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.5,0.4494897427831779,912.0,77.0,3,77.0,1964,1964,2006,132000.0,11.790557201568507 +2712,905105010,1059.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,286.0,773.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,2,0,0,CBlock,1,7,286.0,1,3,3,3,Attchd,1059.0,0,GasA,3,1Story,1,2,Lvl,2,9000.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,88.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1059.0,88.0,3,0.0,1966,1966,2006,142500.0,11.867097278690842 +2713,905106210,1159.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,378.0,673.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,2,1,CBlock,1,7,336.0,1,3,1,3,Attchd,1159.0,1,GasA,2,1Story,1,2,Lvl,2,11553.0,Inside,2,0.0,020,RL,188.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1051.0,466.0,3,466.0,1968,1968,2006,158000.0,11.970350312009105 +2714,905107070,672.0,728.0,0.0,NA,3,1Fam,3,1,0,0,3,463.0,209.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,1,7,440.0,2,3,3,3,Attchd,1400.0,1,GasA,2,2Story,1,2,Lvl,2,7844.0,Inside,3,0.0,060,RL,203.0,BrkFace,NA,0.0,3,2.0,Sawyer,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,672.0,0.0,3,0.0,1978,1978,2006,149500.0,11.915051671812877 +2715,905107220,1458.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,194.0,982.0,4,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,3,3,1,CBlock,1,7,512.0,2,3,1,3,Attchd,1458.0,1,GasA,2,1Story,1,2,Lvl,2,9535.0,Inside,2,0.0,020,RL,450.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1176.0,284.0,3,284.0,1967,1967,2006,165000.0,12.013700752882718 +2716,905107240,1721.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,891.0,570.0,0.0,3,1,Y,Norm,Norm,4,180.0,2,2,Plywood,Plywood,3,3,1,CBlock,2,6,440.0,2,3,2,3,Attchd,1721.0,1,GasA,3,1Story,1,2,Lvl,2,10335.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,96.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1461.0,276.0,3,0.0,1968,1993,2006,180000.0,12.100712129872347 +2717,905107300,1040.0,0.0,0.0,NA,3,1Fam,4,4,1,0,3,166.0,794.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,4,2,1,CBlock,1,7,616.0,2,3,1,3,Detchd,1040.0,0,GasA,1,SLvl,1,2,Lvl,2,7176.0,CulDSac,2,0.0,080,RL,200.0,BrkFace,NA,0.0,7,6.0,Sawyer,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,180.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,960.0,311.0,3,131.0,1978,1978,2006,160500.0,11.986049221552207 +2718,905108090,1967.0,0.0,0.0,NA,6,Duplx,3,1,0,0,4,1967.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,580.0,2,3,3,3,Attchd,1967.0,0,GasA,2,1Story,2,2,Lvl,2,9662.0,Inside,2,0.0,090,RL,0.0,None,NA,0.0,8,7.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1967.0,170.0,3,170.0,1977,1977,2006,156500.0,11.960811288962345 +2719,905108120,1949.0,0.0,0.0,NA,6,Duplx,3,1,0,0,3,1466.0,483.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,586.0,2,3,2,3,Attchd,1949.0,0,GasA,2,1Story,2,2,Lvl,2,8235.0,Inside,3,0.0,090,RL,99.0,BrkFace,NA,0.0,5,4.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1949.0,32.0,3,32.0,1977,1977,2006,157000.0,11.964001084330445 +2720,905200280,1252.0,668.0,0.0,NA,4,1Fam,3,1,1,0,3,554.0,57.0,441.0,5,4,Y,Norm,Norm,4,0.0,3,3,MetalSd,MetalSd,0,4,1,CBlock,2,7,451.0,2,3,1,3,Attchd,1920.0,0,GasA,4,1.5Fin,1,3,Lvl,2,13650.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1052.0,0.0,3,0.0,1958,1958,2006,172500.0,12.058152515453552 +2721,905200290,1803.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,284.0,168.0,682.0,3,4,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,4,3,1,CBlock,2,3,484.0,2,3,2,3,Attchd,1803.0,0,GasA,4,1Story,1,2,Lvl,2,13125.0,Corner,3,0.0,020,RL,67.0,BrkCmn,NA,0.0,1,0.0,Sawyer,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1134.0,0.0,3,0.0,1957,2000,2006,155000.0,11.951180395901384 +2722,905200340,1779.0,0.0,0.0,NA,3,1Fam,3,2,1,0,3,372.0,306.0,1085.0,5,3,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Plywood,0,4,1,CBlock,1,7,454.0,2,3,1,3,Attchd,1779.0,1,GasA,2,1Story,1,2,Lvl,2,17920.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Sawyer,418.0,3,4,2,0.0,0,CompShg,Hip,Abnorml,WD,312.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1763.0,730.0,3,0.0,1955,1974,2006,170000.0,12.043553716032399 +2723,905200380,872.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,872.0,0.0,0.0,1,1,N,Norm,Norm,2,116.0,2,2,BrkFace,Wd Sdng,0,4,1,BrkTil,1,4,322.0,1,2,1,2,Detchd,872.0,0,GasA,1,1Story,1,1,Lvl,2,17529.0,Inside,3,0.0,030,RL,65.0,Stone,NA,0.0,4,3.0,Sawyer,0.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,872.0,116.0,3,0.0,1924,1950,2006,105000.0,11.56171562913966 +2724,905200490,960.0,0.0,0.0,NA,0,1Fam,4,3,1,1,3,0.0,648.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,0,7,364.0,1,3,1,3,Attchd,960.0,0,GasA,4,SLvl,1,2,Lvl,2,10246.0,CulDSac,2,0.0,080,RL,0.0,None,NA,0.0,5,4.0,Sawyer,0.0,8,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,1.5,0.4494897427831779,648.0,88.0,3,88.0,1965,2001,2006,145000.0,11.884489021402711 +2725,905201090,1437.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,200.0,988.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,CemntBd,Wd Sdng,0,3,1,CBlock,1,5,576.0,2,3,1,3,Detchd,1437.0,1,GasA,3,1Story,1,2,Bnk,1,14175.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,11,10.0,Sawyer,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1188.0,304.0,3,304.0,1956,1987,2006,168000.0,12.031719258385396 +2726,905202190,1830.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,229.0,810.0,826.0,3,5,Y,Norm,Norm,4,168.0,2,2,Plywood,Plywood,0,4,2,CBlock,1,7,521.0,2,3,1,3,Attchd,1830.0,0,GasA,2,1Story,1,2,Low,1,20355.0,Inside,3,0.0,020,RL,123.0,BrkFace,NA,0.0,6,5.0,ClearCr,115.0,5,6,2,0.0,0,Tar&Grv,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1865.0,283.0,3,0.0,1967,1967,2006,278000.0,12.535376392672774 +2727,905202210,1000.0,0.0,0.0,NA,1,1Fam,3,3,1,0,4,46.0,104.0,850.0,3,5,Y,Norm,Norm,4,148.0,2,2,WdShing,WdShing,0,3,2,CBlock,1,7,575.0,2,3,1,3,Attchd,1000.0,0,GasA,4,1Story,1,2,Low,1,13050.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,ClearCr,0.0,5,4,2,0.0,0,Tar&Grv,Flat,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,1000.0,386.0,3,238.0,1963,1963,2006,164000.0,12.007621706806335 +2728,905225080,1304.0,983.0,0.0,NA,3,1Fam,3,1,0,0,3,701.0,603.0,0.0,4,1,Y,Norm,Norm,4,114.0,2,3,BrkFace,AsbShng,0,3,1,CBlock,2,7,667.0,2,3,3,3,Attchd,2287.0,0,GasW,2,1.5Fin,1,2,Lvl,2,15593.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,ClearCr,21.0,3,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1304.0,135.0,3,0.0,1953,1953,2006,225000.0,12.323855681186558 +2729,905300010,810.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,88.0,535.0,159.0,6,3,Y,Feedr,Norm,4,0.0,2,2,HdBoard,HdBoard,3,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,810.0,0,GasA,4,SFoyer,1,2,Lvl,2,10820.0,Corner,3,0.0,085,RL,153.0,BrkFace,NA,0.0,6,5.0,Sawyer,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,782.0,0.0,3,0.0,1971,1972,2006,130000.0,11.77528972943772 +2730,905300080,894.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,102.0,762.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,3,2,1,CBlock,1,7,440.0,2,3,1,3,Attchd,894.0,0,GasA,2,1Story,1,2,Lvl,2,13350.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Sawyer,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,241.0,3,241.0,1974,1974,2006,142500.0,11.867097278690842 +2731,905351045,880.0,680.0,0.0,NA,2,TwnhsI,3,2,1,0,4,33.0,397.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,450.0,1,3,3,4,Basment,1700.0,1,GasA,2,1.5Fin,1,3,HLS,2,1700.0,Inside,3,140.0,150,RL,0.0,None,NA,0.0,4,3.0,ClearCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,200.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,430.0,424.0,3,188.0,1980,1981,2006,148400.0,11.907666609715417 +2732,905351150,1453.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,371.0,1082.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,3,1,PConc,1,7,445.0,2,3,2,3,Attchd,1453.0,1,GasA,3,1Story,1,3,Low,1,5271.0,Inside,2,0.0,120,RL,0.0,None,NA,0.0,12,11.0,ClearCr,80.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,184.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1453.0,264.0,3,0.0,1986,1986,2006,190000.0,12.154779351142624 +2733,905402110,1350.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,168.0,799.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,4,1,CBlock,1,7,504.0,2,3,2,3,Attchd,1350.0,1,GasA,4,1Story,1,2,Lvl,2,9375.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,967.0,237.0,3,237.0,1954,1954,2006,146000.0,11.891361900690473 +2734,905403050,799.0,351.0,0.0,NA,3,1Fam,3,1,0,0,3,569.0,230.0,0.0,2,1,N,Norm,Norm,3,0.0,2,2,BrkFace,Wd Sdng,0,3,2,BrkTil,1,4,215.0,1,3,1,3,BuiltIn,1150.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6488.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,4,4,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,799.0,264.0,3,264.0,1942,1950,2006,128000.0,11.759785542901755 +2735,905426100,1112.0,896.0,0.0,NA,3,1Fam,4,1,1,0,3,293.0,603.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,3,7,230.0,1,3,1,3,Attchd,2008.0,0,GasA,4,2Story,1,4,Bnk,1,7800.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,8,7.0,Edwards,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,896.0,103.0,3,103.0,1948,2002,2006,225000.0,12.323855681186558 +2736,905426150,1575.0,626.0,0.0,NA,4,1Fam,3,3,0,0,4,697.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,3,Plywood,Plywood,4,4,1,CBlock,2,7,432.0,2,4,1,4,Attchd,2201.0,0,GasA,2,SLvl,1,3,Lvl,2,19690.0,CulDSac,2,0.0,080,RL,0.0,None,NA,0.0,8,7.0,Edwards,236.0,6,5,2,738.0,3,Tar&Grv,Flat,Alloca,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,697.0,822.0,3,586.0,1966,1966,2006,274970.0,12.524417279788771 +2737,905427010,1337.0,672.0,0.0,NA,4,1Fam,3,1,0,0,3,672.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,WdShing,Plywood,0,4,2,PConc,2,7,795.0,3,3,1,3,2Types,2009.0,0,GasA,4,2Story,1,2,Lvl,2,19950.0,Corner,3,0.0,070,RL,0.0,None,NA,0.0,12,11.0,Edwards,42.0,6,5,1,0.0,0,CompShg,Gable,Normal,WD,180.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,672.0,222.0,3,0.0,1928,1950,2006,235000.0,12.367340793126296 +2738,905427030,1836.0,1836.0,0.0,NA,5,1Fam,3,1,0,0,3,1411.0,425.0,0.0,3,1,Y,Norm,Norm,4,32.0,2,2,BrkFace,Wd Sdng,0,4,2,BrkTil,3,7,836.0,2,3,1,3,Detchd,3672.0,1,GasA,3,2.5Unf,1,3,Lvl,2,19800.0,Inside,3,0.0,075,RL,0.0,None,NA,0.0,12,11.0,Edwards,80.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1836.0,796.0,3,684.0,1935,1990,2006,415000.0,12.936033799212835 +2739,905427140,1560.0,0.0,0.0,NA,3,1Fam,3,4,0,1,3,0.0,612.0,1164.0,5,3,Y,Norm,Norm,4,144.0,2,2,Plywood,Plywood,3,2,1,CBlock,2,5,528.0,2,3,3,3,Attchd,1560.0,0,GasA,4,SLvl,1,2,Lvl,2,11679.0,Inside,2,0.0,080,RL,96.0,Stone,NA,0.0,5,4.0,Edwards,253.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1776.0,850.0,3,453.0,1962,1962,2006,182000.0,12.111761966058932 +2740,905451050,1488.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,36.0,2,2,Wd Sdng,Wd Sdng,0,5,1,Slab,1,7,569.0,2,3,2,3,Attchd,1488.0,0,GasA,3,1Story,1,2,Lvl,2,12048.0,Inside,3,0.0,020,RL,232.0,BrkFace,NA,0.0,4,3.0,Edwards,189.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,348.0,Pave,7,1.9459101490553132,1.0,0.0,0.0,573.0,3,0.0,1952,2002,2006,135000.0,11.813030057420567 +2741,905451410,1057.0,0.0,0.0,NA,3,1Fam,3,2,0,1,3,1057.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,288.0,1,3,1,3,Attchd,1057.0,0,GasA,3,1Story,1,3,Lvl,2,10519.0,Inside,3,0.0,020,RL,164.0,Stone,NA,0.0,3,2.0,Edwards,0.0,7,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1057.0,0.0,3,0.0,1955,1999,2006,137000.0,11.827736204810263 +2742,905452140,1216.0,639.0,0.0,NA,4,1Fam,2,1,0,0,3,550.0,444.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,325.0,1,3,1,3,Attchd,1855.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9525.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,10,9.0,Edwards,0.0,3,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,994.0,182.0,3,182.0,1954,1972,2006,136900.0,11.82700601127654 +2743,905452150,1068.0,541.0,0.0,NA,5,1Fam,3,1,0,0,3,532.0,468.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,305.0,1,3,1,2,Attchd,1609.0,1,GasA,2,1.5Fin,1,2,Lvl,2,9525.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,1000.0,0.0,3,0.0,1953,1953,2006,149900.0,11.917723684090689 +2744,905475150,1148.0,0.0,0.0,NA,2,1Fam,4,2,0,1,5,219.0,210.0,551.0,2,5,Y,Norm,Norm,3,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,308.0,1,3,1,3,Detchd,1148.0,0,GasA,1,1Story,1,2,Lvl,2,6420.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,980.0,0.0,3,0.0,1952,1952,2006,123500.0,11.72399643505017 +2745,905477010,1124.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,190.0,2,2,Wd Sdng,Wd Sdng,0,4,1,Slab,1,5,0.0,0,0,0,0,NA,1124.0,0,GasA,3,1Story,1,2,Lvl,2,8335.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,36.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,226.0,3,0.0,1954,1954,2006,93000.0,11.440354772135393 +2746,905480160,1002.0,454.0,0.0,NA,4,1Fam,2,2,1,1,2,810.0,0.0,0.0,1,1,Y,Artery,Norm,3,0.0,2,2,MetalSd,MetalSd,0,3,1,CBlock,1,7,280.0,1,3,1,3,Detchd,1456.0,0,GasA,1,1.5Fin,1,2,Lvl,2,7585.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,8,7.0,Edwards,0.0,2,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,810.0,0.0,3,0.0,1948,1950,2006,91500.0,11.424094251263613 +2747,906202040,1298.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,40.0,1258.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Wd Sdng,WdShing,0,3,1,CBlock,2,7,403.0,2,3,1,3,Attchd,1298.0,0,GasA,2,1Story,1,3,Lvl,2,11200.0,Inside,3,0.0,020,RL,85.0,BrkFace,NA,0.0,5,4.0,SawyerW,26.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1298.0,191.0,3,165.0,1985,1985,2006,180000.0,12.100712129872347 +2748,906204180,1313.0,1246.0,0.0,NA,4,1Fam,3,1,0,0,4,319.0,549.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,3,3,1,CBlock,2,7,506.0,2,3,2,3,Attchd,2559.0,1,GasA,4,2Story,1,4,Bnk,2,12128.0,Inside,2,0.0,060,RL,232.0,BrkFace,NA,0.0,11,10.0,SawyerW,245.0,3,5,2,0.0,0,CompShg,Gable,Abnorml,WD,168.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,868.0,413.0,3,0.0,1989,1989,2006,209000.0,12.250089530946948 +2749,906223180,1065.0,846.0,0.0,NA,3,1Fam,3,1,0,0,4,397.0,380.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,471.0,2,3,2,3,Attchd,1911.0,1,GasA,4,2Story,1,3,Lvl,2,9554.0,Inside,2,0.0,060,RL,125.0,BrkFace,NA,0.0,9,8.0,SawyerW,81.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,777.0,263.0,3,182.0,1993,1994,2006,215000.0,12.2783933071098 +2750,906225180,1440.0,0.0,0.0,NA,2,Duplx,3,3,2,0,4,0.0,261.0,1083.0,2,6,Y,Norm,Norm,4,0.0,3,3,HdBoard,HdBoard,0,0,0,PConc,2,7,920.0,4,3,1,3,Attchd,1440.0,0,GasA,3,SFoyer,2,3,Lvl,2,9069.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,4,3.0,SawyerW,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1344.0,288.0,3,288.0,1993,1993,2006,224500.0,12.321630986164447 +2751,906380110,1308.0,568.0,0.0,NA,3,1Fam,3,1,0,0,4,1308.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,848.0,3,3,2,3,BuiltIn,1876.0,1,GasA,4,2Story,1,3,Lvl,2,11003.0,Inside,1,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,40.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1308.0,40.0,3,0.0,2005,2006,2006,229800.0,12.344964644396793 +2752,906380150,1208.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,815.0,393.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,632.0,2,3,2,3,Attchd,1208.0,0,GasA,4,1Story,1,3,Lvl,2,7488.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,2,1.0,CollgCr,58.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1208.0,163.0,3,105.0,2005,2005,2006,183600.0,12.120514757168527 +2753,906380170,1220.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,515.0,684.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,632.0,2,3,2,3,Attchd,1220.0,0,GasA,4,1Story,1,3,Lvl,2,7406.0,Inside,3,0.0,020,RL,84.0,Stone,NA,0.0,7,6.0,CollgCr,54.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1199.0,159.0,3,105.0,2006,2006,2006,194000.0,12.175613438045465 +2754,906380180,1294.0,0.0,0.0,NA,2,1Fam,4,3,0,0,4,1286.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,662.0,2,3,2,3,Attchd,1294.0,0,GasA,4,1Story,1,3,Lvl,2,6762.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,55.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1286.0,223.0,3,168.0,2006,2006,2006,193879.0,12.174989532116426 +2755,906382030,1614.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1594.0,20.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,865.0,3,3,2,3,Attchd,1614.0,0,GasA,4,1Story,1,3,Lvl,2,11210.0,Inside,2,0.0,020,RL,240.0,BrkFace,NA,0.0,7,6.0,CollgCr,59.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1614.0,203.0,3,144.0,2005,2006,2006,221500.0,12.308177868467327 +2756,906382040,1498.0,0.0,0.0,NA,2,1Fam,3,2,0,0,4,1498.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,675.0,2,3,2,3,Attchd,1498.0,0,GasA,4,1Story,1,3,Lvl,2,8990.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,4,3.0,CollgCr,33.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1498.0,384.0,3,351.0,2006,2006,2006,204900.0,12.230277334226992 +2757,906382050,1391.0,571.0,0.0,NA,3,1Fam,4,2,0,0,4,927.0,464.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,868.0,3,3,2,3,Attchd,1962.0,1,GasA,4,2Story,1,3,Lvl,2,8760.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,90.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1391.0,90.0,3,0.0,2006,2006,2006,239799.0,12.38755635142507 +2758,906392090,1846.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,260.0,1576.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,495.0,2,3,2,3,Attchd,1846.0,0,GasA,3,1Story,1,3,Lvl,2,13377.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,32.0,4,5,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1836.0,32.0,3,0.0,2006,2006,2006,233555.0,12.36117287439302 +2759,906392100,1734.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,434.0,1300.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,660.0,2,3,3,3,Attchd,1734.0,0,GasA,4,1Story,1,3,Lvl,2,11645.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,1,0.0,CollgCr,24.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1734.0,184.0,3,160.0,2005,2005,2006,260000.0,12.468436909997665 +2760,906392120,1590.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,448.0,1122.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,754.0,3,3,3,3,Attchd,1590.0,1,GasA,4,1Story,1,4,Lvl,2,11645.0,Inside,3,0.0,020,RL,198.0,BrkFace,NA,0.0,8,7.0,CollgCr,80.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,6,1.791759469228055,3.5,1.7416573867739413,1570.0,256.0,3,176.0,2005,2006,2006,294900.0,12.594391594803367 +2761,906394010,945.0,864.0,0.0,NA,3,1Fam,3,4,0,0,4,945.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,638.0,2,3,2,3,Attchd,1809.0,1,GasA,4,2Story,1,3,Lvl,2,10984.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,5,4.0,CollgCr,54.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,945.0,198.0,3,144.0,2005,2006,2006,209700.0,12.253433216890011 +2762,906394040,1614.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,1558.0,56.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,576.0,2,3,3,3,Attchd,1614.0,0,GasA,4,1Story,1,3,Lvl,2,9316.0,Inside,3,0.0,020,RL,140.0,BrkFace,NA,0.0,3,2.0,CollgCr,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1614.0,145.0,3,100.0,2005,2005,2006,225000.0,12.323855681186558 +2763,906394060,784.0,812.0,0.0,NA,3,1Fam,3,3,0,0,4,784.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,610.0,2,3,2,3,Attchd,1596.0,1,GasA,4,2Story,1,3,Lvl,2,9316.0,Inside,2,0.0,060,RL,532.0,BrkFace,NA,0.0,6,5.0,CollgCr,45.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,784.0,189.0,3,144.0,2005,2005,2006,181000.0,12.106252310247962 +2764,906420020,927.0,988.0,0.0,NA,3,1Fam,3,2,1,0,4,119.0,789.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,HdBoard,0,3,1,PConc,2,7,506.0,2,3,3,3,Attchd,1915.0,1,GasA,4,2Story,1,3,Lvl,2,10041.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,SawyerW,150.0,4,7,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,908.0,270.0,3,120.0,1992,1992,2006,220000.0,12.301382825334498 +2765,906426090,1582.0,0.0,0.0,NA,4,1Fam,3,3,0,1,3,812.0,812.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,2,7,390.0,2,3,1,3,Attchd,1582.0,0,GasA,1,1Story,1,2,Low,1,36500.0,Inside,2,0.0,020,RL,621.0,BrkCmn,NA,0.0,6,5.0,ClearCr,198.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,1624.0,366.0,3,168.0,1964,1964,2006,190000.0,12.154779351142624 +2766,906475050,988.0,0.0,130.0,NA,1,1Fam,3,4,1,0,3,0.0,938.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,1,7,540.0,2,3,1,3,Attchd,988.0,0,GasA,4,SLvl,1,2,Low,0,21453.0,CulDSac,2,0.0,080,RL,0.0,None,NA,0.0,10,9.0,ClearCr,130.0,4,5,2,0.0,0,Metal,Flat,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,938.0,260.0,3,0.0,1969,1969,2006,180000.0,12.100712129872347 +2767,906475200,1533.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,878.0,655.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,2,CBlock,2,7,576.0,2,3,1,3,Attchd,1533.0,0,GasA,2,1Story,1,3,Low,1,70761.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,12,11.0,ClearCr,54.0,4,6,2,0.0,0,WdShngl,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1533.0,254.0,3,200.0,1975,1975,2006,280000.0,12.542544882151386 +2768,906476140,1388.0,0.0,0.0,NA,3,1Fam,2,1,1,0,4,535.0,853.0,0.0,2,1,Y,Norm,Norm,4,0.0,1,2,Plywood,Plywood,0,1,1,CBlock,2,7,522.0,2,3,2,3,Attchd,1388.0,0,GasA,3,1Story,1,2,Lvl,2,12000.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,ClearCr,58.0,4,5,2,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1388.0,58.0,3,0.0,1968,1968,2006,158900.0,11.976030352524807 +2769,907125020,914.0,0.0,0.0,NA,2,1Fam,3,3,0,0,4,572.0,298.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Detchd,914.0,0,GasA,4,SFoyer,1,2,Lvl,2,8846.0,CulDSac,2,0.0,085,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,870.0,0.0,3,0.0,1996,1996,2006,148000.0,11.904967552746252 +2770,907125080,1100.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1100.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,1,7,462.0,2,3,2,3,Attchd,1100.0,1,GasA,4,1Story,1,2,Lvl,2,13015.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,1100.0,0.0,3,0.0,1996,1996,2006,145000.0,11.884489021402711 +2771,907130110,795.0,704.0,0.0,NA,3,1Fam,3,1,0,0,4,781.0,0.0,0.0,1,1,Y,PosN,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,473.0,2,3,2,3,Attchd,1499.0,1,GasA,4,2Story,1,3,Lvl,2,12438.0,Inside,2,0.0,060,RL,68.0,BrkFace,NA,0.0,8,7.0,CollgCr,91.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,781.0,504.0,3,413.0,1995,1995,2006,187000.0,12.138863895836725 +2772,907131070,1425.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,579.0,846.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,591.0,2,3,2,3,Attchd,1425.0,0,GasA,4,1Story,1,2,Lvl,2,8685.0,CulDSac,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,130.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1425.0,130.0,3,0.0,1998,1998,2006,193000.0,12.170445467887022 +2773,907135230,990.0,0.0,0.0,NA,3,1Fam,3,1,0,1,4,274.0,716.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,576.0,2,3,1,3,Attchd,990.0,0,GasA,4,1Story,1,2,Lvl,2,13568.0,CulDSac,1,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,990.0,224.0,3,224.0,1995,1995,2006,156000.0,11.957611286231675 +2774,907175030,1525.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,125.0,1400.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,541.0,2,3,2,3,Attchd,1525.0,0,GasA,4,1Story,1,3,Lvl,2,9100.0,Inside,3,0.0,020,RL,244.0,BrkFace,NA,0.0,9,8.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1525.0,255.0,3,219.0,2000,2000,2006,235000.0,12.367340793126296 +2775,907175060,1494.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,279.0,1200.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,576.0,2,3,2,3,Attchd,1494.0,0,GasA,4,1Story,1,3,Lvl,2,9236.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,27.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1479.0,195.0,3,168.0,1997,1997,2006,217000.0,12.287652632522597 +2776,907180120,1588.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,426.0,1162.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,472.0,2,3,2,3,Attchd,1588.0,0,GasA,4,1Story,1,3,Lvl,2,10264.0,Inside,2,0.0,020,RL,183.0,BrkFace,NA,0.0,8,7.0,CollgCr,29.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1588.0,187.0,3,158.0,1999,1999,2006,214000.0,12.273731294003989 +2777,907181090,856.0,893.0,0.0,NA,3,1Fam,3,1,0,0,4,342.0,500.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,515.0,2,3,2,3,Attchd,1749.0,1,GasA,4,2Story,1,3,Lvl,2,9272.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,85.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,842.0,225.0,3,140.0,1999,1999,2006,196000.0,12.185869938212655 +2778,907187010,951.0,828.0,0.0,NA,3,1Fam,3,2,1,0,4,57.0,894.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,586.0,2,3,3,3,Attchd,1779.0,1,GasA,4,2Story,1,3,Lvl,2,13426.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,9,8.0,CollgCr,107.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,951.0,315.0,3,208.0,1999,2000,2006,217000.0,12.287652632522597 +2779,907192010,920.0,941.0,0.0,NA,3,1Fam,3,1,1,0,4,216.0,700.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,492.0,2,3,2,3,BuiltIn,1861.0,1,GasA,4,2Story,1,3,Lvl,2,13450.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,91.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,916.0,237.0,3,146.0,2002,2002,2006,200000.0,12.206072645530174 +2781,907196020,1541.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1541.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,843.0,3,3,2,3,Attchd,1541.0,0,GasA,4,1Story,1,3,Lvl,2,13704.0,Corner,2,0.0,020,RL,150.0,BrkFace,NA,0.0,1,0.0,CollgCr,81.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1541.0,549.0,3,468.0,2001,2002,2006,205000.0,12.230765258120545 +2782,907200170,954.0,0.0,0.0,NA,3,1Fam,3,3,0,0,3,428.0,483.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,576.0,2,3,1,3,Detchd,954.0,0,GasA,3,SLvl,1,2,Lvl,2,10780.0,Inside,2,0.0,080,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,911.0,0.0,3,0.0,1976,1976,2006,132500.0,11.794337924408413 +2783,907201160,686.0,702.0,0.0,NA,3,1Fam,3,3,0,0,4,166.0,509.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,317.0,1,3,1,3,Attchd,1388.0,1,GasA,2,2Story,1,2,Lvl,2,8340.0,Inside,2,0.0,060,RL,62.0,BrkFace,NA,0.0,12,11.0,CollgCr,36.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,675.0,442.0,3,406.0,1977,1977,2006,157500.0,11.967180737247824 +2784,907201230,1282.0,0.0,0.0,NA,3,1Fam,4,3,0,1,3,0.0,595.0,400.0,5,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,0,0,CBlock,2,7,672.0,3,3,1,2,Detchd,1282.0,0,GasA,2,SLvl,1,2,Lvl,2,10385.0,CulDSac,2,0.0,080,RL,123.0,BrkFace,NA,0.0,4,3.0,CollgCr,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,995.0,386.0,3,386.0,1978,1978,2006,174000.0,12.066810578196666 +2785,907202140,971.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,448.0,523.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,1,1,CBlock,1,7,300.0,1,3,1,3,Attchd,971.0,1,GasA,2,1Story,1,2,Lvl,2,9920.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,5,4.0,CollgCr,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.5,0.4494897427831779,971.0,0.0,3,0.0,1969,1969,2006,128500.0,11.763684183317412 +2786,907203010,864.0,0.0,0.0,NA,3,1Fam,3,2,0,0,3,504.0,360.0,0.0,3,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,288.0,1,3,2,3,Attchd,864.0,0,GasA,4,1Story,1,2,Lvl,2,9560.0,Corner,2,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1972,1972,2006,128500.0,11.763684183317412 +2787,907203040,894.0,0.0,0.0,NA,3,1Fam,3,1,1,0,3,0.0,894.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,2,0,0,PConc,1,7,552.0,2,3,1,3,Attchd,894.0,0,GasA,2,1Story,1,2,Lvl,2,9800.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,6,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,894.0,256.0,3,256.0,1972,1972,2006,149900.0,11.917723684090689 +2788,907227090,864.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,427.0,437.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,CBlock,1,7,297.0,1,3,1,3,Detchd,864.0,0,GasA,4,1Story,1,2,Low,2,7200.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,CollgCr,0.0,7,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,864.0,0.0,3,0.0,1972,1972,2006,119900.0,11.694413341015606 +2789,907230240,630.0,690.0,0.0,NA,3,TwnhsI,3,1,0,0,4,292.0,338.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,3,0,0,PConc,2,7,484.0,2,3,1,3,Detchd,1320.0,1,GasA,4,2Story,1,2,Lvl,2,3612.0,Inside,2,0.0,160,RH,0.0,None,NA,0.0,6,5.0,Landmrk,48.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,630.0,48.0,3,0.0,1993,1994,2006,137000.0,11.827736204810263 +2790,907251100,1091.0,898.0,0.0,NA,3,1Fam,3,2,1,0,4,133.0,932.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,586.0,2,3,3,3,Attchd,1989.0,1,GasA,4,2Story,1,3,Lvl,2,11367.0,Corner,3,0.0,060,RL,210.0,BrkFace,NA,0.0,11,10.0,CollgCr,60.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,1065.0,259.0,3,199.0,2002,2002,2006,255000.0,12.449018824140563 +2791,907252050,878.0,884.0,0.0,NA,3,1Fam,3,1,0,0,4,370.0,456.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,591.0,2,3,3,3,Attchd,1762.0,1,GasA,4,2Story,1,3,Lvl,2,9930.0,Inside,2,0.0,060,RL,199.0,BrkFace,NA,0.0,7,6.0,CollgCr,54.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,826.0,374.0,3,320.0,2002,2002,2006,222000.0,12.310432660854417 +2792,907254050,840.0,915.0,0.0,NA,3,1Fam,3,2,1,0,4,201.0,639.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,530.0,2,3,2,3,Attchd,1755.0,1,GasA,4,2Story,1,2,Lvl,2,9468.0,CulDSac,1,0.0,060,RL,148.0,BrkFace,NA,0.0,8,7.0,CollgCr,73.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.5,1.7416573867739413,840.0,249.0,3,176.0,1999,1999,2006,214000.0,12.273731294003989 +2793,907255010,1358.0,0.0,0.0,NA,1,1Fam,3,1,1,0,4,476.0,872.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,Stucco,Stucco,0,3,1,PConc,1,7,418.0,2,3,1,3,Attchd,1358.0,1,GasA,4,1Story,1,3,Lvl,2,11088.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,6,5.0,CollgCr,166.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.5,1.1622776601683795,1348.0,234.0,3,68.0,2002,2002,2006,220000.0,12.301382825334498 +2794,907255050,1787.0,0.0,0.0,NA,3,1Fam,3,4,0,0,4,1753.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,748.0,3,3,2,3,Attchd,1787.0,0,GasA,4,1Story,1,3,Lvl,2,14781.0,CulDSac,1,0.0,020,RL,178.0,BrkFace,NA,0.0,8,7.0,CollgCr,150.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1753.0,348.0,3,198.0,2001,2002,2006,275000.0,12.524526376648708 +2795,907262080,872.0,1037.0,0.0,NA,4,1Fam,3,1,0,0,4,872.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,529.0,2,3,2,3,BuiltIn,1909.0,1,GasA,4,2Story,1,3,Lvl,2,8726.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,9,8.0,CollgCr,108.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,872.0,108.0,3,0.0,2002,2002,2006,197000.0,12.190959007720126 +2796,907265030,1654.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,668.0,986.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,900.0,3,3,1,3,Attchd,1654.0,0,GasA,4,1Story,1,3,Lvl,2,8125.0,Inside,3,0.0,020,RL,295.0,Stone,NA,0.0,2,1.0,CollgCr,136.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1654.0,136.0,3,0.0,2002,2002,2006,230000.0,12.345834587905333 +2797,907270050,1090.0,1124.0,0.0,NA,3,1Fam,3,3,1,0,4,170.0,920.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,646.0,3,3,3,3,Attchd,2214.0,1,GasA,4,2Story,1,3,Lvl,2,10566.0,Inside,2,0.0,060,RL,261.0,BrkFace,NA,0.0,7,6.0,CollgCr,80.0,4,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1090.0,277.0,3,197.0,1999,1999,2006,268500.0,12.500606192931057 +2798,907275030,1065.0,984.0,0.0,NA,4,1Fam,3,1,0,0,4,1065.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,2,3,VinylSd,VinylSd,0,3,1,PConc,2,7,467.0,2,3,1,3,Attchd,2049.0,1,GasA,4,2Story,1,3,Lvl,2,21533.0,FR2,1,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1065.0,168.0,3,120.0,1996,1997,2006,210900.0,12.259139366466865 +2799,907285010,1070.0,869.0,0.0,NA,3,1Fam,3,2,0,1,4,258.0,796.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,555.0,3,3,2,3,Attchd,1939.0,1,GasA,4,2Story,1,3,Lvl,2,11250.0,Corner,2,0.0,060,RL,227.0,BrkFace,NA,0.0,5,4.0,CollgCr,84.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1054.0,212.0,3,128.0,1998,1998,2006,227000.0,12.332705296463539 +2800,907285100,950.0,1045.0,0.0,NA,4,1Fam,4,3,1,0,4,245.0,685.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,3,VinylSd,VinylSd,0,3,1,PConc,2,7,610.0,2,3,2,3,Attchd,1995.0,1,GasA,4,2Story,1,3,Lvl,2,11250.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,170.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,930.0,445.0,3,275.0,1995,1996,2006,237000.0,12.375815420117268 +2801,907290020,1108.0,989.0,0.0,NA,3,1Fam,3,3,1,0,4,133.0,975.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,1,PConc,2,7,583.0,2,3,2,3,Detchd,2097.0,1,GasA,4,2Story,1,3,Lvl,2,9750.0,Corner,3,0.0,060,RL,0.0,None,NA,0.0,6,5.0,CollgCr,170.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,3.5,1.7416573867739413,1108.0,423.0,3,253.0,1998,1998,2006,274300.0,12.521977676925694 +2802,907290080,1836.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1836.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,484.0,2,3,3,3,Attchd,1836.0,0,GasA,4,1Story,1,3,Lvl,2,9100.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,10,9.0,CollgCr,33.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,1860.0,153.0,3,120.0,2004,2005,2006,216837.0,12.28690119819279 +2803,907290160,848.0,0.0,0.0,NA,1,TwnhsE,3,3,1,0,4,131.0,717.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,1,7,420.0,2,3,3,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,170.0,BrkFace,NA,0.0,4,3.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,848.0,140.0,3,140.0,2003,2003,2006,133000.0,11.79810440720389 +2804,907290230,848.0,0.0,0.0,NA,1,TwnhsE,3,2,1,0,4,186.0,662.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,1,7,420.0,2,3,2,3,Attchd,848.0,0,GasA,4,1Story,1,3,Lvl,2,4435.0,Inside,3,0.0,120,RM,169.0,BrkFace,NA,0.0,5,4.0,CollgCr,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,3,1.0986122886681098,2.0,0.8284271247461903,848.0,140.0,3,140.0,2004,2004,2006,155900.0,11.956970055045868 +2805,907290260,1079.0,840.0,0.0,NA,3,1Fam,3,3,0,0,4,1079.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,685.0,2,3,2,4,Attchd,1919.0,1,GasA,4,2Story,1,3,Lvl,2,15611.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,51.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1079.0,51.0,3,0.0,2006,2006,2006,233230.0,12.359780370124389 +2806,907401050,1390.0,0.0,0.0,NA,3,1Fam,3,1,1,0,4,390.0,1000.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,545.0,2,3,2,3,Attchd,1390.0,0,GasA,4,1Story,1,3,Lvl,2,8810.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,3,2.0,CollgCr,68.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1390.0,68.0,3,0.0,2003,2003,2006,207000.0,12.240474072247506 +2807,907401080,847.0,1101.0,0.0,NA,4,1Fam,3,1,0,0,4,847.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,434.0,2,3,3,3,BuiltIn,1948.0,1,GasA,4,2Story,1,3,Lvl,2,12393.0,FR2,1,0.0,060,RL,0.0,None,NA,0.0,9,8.0,CollgCr,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,847.0,148.0,3,100.0,2004,2005,2006,195000.0,12.180754837545884 +2808,907405030,1700.0,0.0,0.0,NA,3,1Fam,3,3,1,0,4,1342.0,340.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,544.0,2,3,2,3,Attchd,1700.0,0,GasA,4,1Story,1,3,Lvl,2,9135.0,Inside,3,0.0,020,RL,120.0,BrkFace,NA,0.0,5,4.0,CollgCr,23.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1682.0,215.0,3,192.0,2003,2003,2006,200000.0,12.206072645530174 +2809,907410040,851.0,886.0,0.0,NA,3,1Fam,4,2,0,0,4,851.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,578.0,2,3,2,3,Attchd,1737.0,1,GasA,4,2Story,1,3,Lvl,2,8581.0,Inside,2,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,105.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,851.0,105.0,3,0.0,2006,2006,2006,203160.0,12.221749124915181 +2810,907410100,784.0,827.0,0.0,NA,3,1Fam,3,3,0,0,4,784.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,572.0,2,3,2,3,Attchd,1611.0,1,GasA,4,2Story,1,3,Lvl,2,8400.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,3,2.0,CollgCr,36.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,784.0,180.0,3,144.0,2005,2005,2006,195800.0,12.184849009078548 +2811,907410110,1552.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1528.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,782.0,3,3,2,3,Attchd,1552.0,0,GasA,4,1Story,1,3,Lvl,2,10084.0,Inside,3,0.0,020,RL,196.0,BrkFace,NA,0.0,7,6.0,CollgCr,20.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1552.0,164.0,3,144.0,2005,2006,2006,212900.0,12.26857785088157 +2812,907412010,860.0,860.0,0.0,NA,3,1Fam,3,1,0,0,4,860.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,565.0,2,3,2,3,Attchd,1720.0,1,GasA,4,2Story,1,3,Lvl,2,11645.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,70.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.5,1.1622776601683795,860.0,70.0,3,0.0,2004,2004,2006,196500.0,12.188417710291453 +2813,907414040,1336.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,340.0,996.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,502.0,2,3,1,3,Attchd,1336.0,0,GasA,4,1Story,1,3,Lvl,2,8772.0,FR2,3,0.0,020,RL,0.0,None,NA,0.0,9,8.0,CollgCr,43.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1336.0,179.0,3,136.0,2005,2006,2006,198000.0,12.196022309676673 +2814,907418020,750.0,750.0,0.0,NA,3,1Fam,3,1,0,0,4,750.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,564.0,2,3,2,3,Attchd,1500.0,1,GasA,4,2Story,1,3,Lvl,2,8846.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,8,7.0,CollgCr,35.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,750.0,35.0,3,0.0,2005,2006,2006,173900.0,12.066235700342375 +2815,907420070,728.0,728.0,0.0,NA,3,1Fam,3,1,0,0,4,728.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,390.0,2,3,3,3,Attchd,1456.0,1,GasA,4,2Story,1,3,Lvl,2,8461.0,Inside,3,0.0,060,RL,0.0,None,NA,0.0,7,6.0,CollgCr,24.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,728.0,24.0,3,0.0,2005,2006,2006,163990.0,12.007560729337492 +2816,907420090,1310.0,0.0,0.0,NA,3,1Fam,3,3,0,0,4,1286.0,24.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,400.0,2,3,3,3,Attchd,1310.0,0,GasA,4,1Story,1,3,Lvl,2,8767.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,CollgCr,0.0,4,6,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1310.0,0.0,3,0.0,2005,2005,2006,164990.0,12.01364014498549 +2817,908102020,760.0,676.0,0.0,NA,3,1Fam,3,1,1,0,4,166.0,173.0,337.0,3,4,Y,Feedr,Norm,4,0.0,3,2,Plywood,Plywood,0,0,0,CBlock,2,6,528.0,2,3,1,3,Attchd,1436.0,0,GasA,3,2Story,1,2,Bnk,2,8777.0,Inside,3,0.0,070,RL,0.0,None,Shed,420.0,10,9.0,Edwards,0.0,5,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,676.0,147.0,3,147.0,1910,2000,2006,98000.0,11.49272275765271 +2818,908102320,1466.0,0.0,0.0,NA,3,1Fam,3,1,0,0,3,1290.0,176.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,4,2,CBlock,1,7,528.0,2,3,3,3,Attchd,1466.0,1,GasA,2,1Story,1,1,Lvl,2,17755.0,Inside,3,0.0,020,RL,132.0,BrkFace,NA,0.0,11,10.0,Edwards,140.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,100.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1466.0,240.0,3,0.0,1959,1959,2006,149900.0,11.917723684090689 +2819,908102330,1220.0,0.0,0.0,NA,2,1Fam,2,1,0,0,2,0.0,836.0,0.0,2,1,Y,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,396.0,2,3,1,3,Detchd,1220.0,0,GasA,2,1Story,1,2,Lvl,2,8877.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,6,1.791759469228055,1.0,0.0,836.0,0.0,3,0.0,1951,1951,2006,102000.0,11.532728092266408 +2820,908103310,1012.0,0.0,0.0,NA,4,Duplx,3,4,0,2,4,0.0,976.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,WdShing,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,1012.0,0,GasA,2,SFoyer,0,2,Lvl,2,7840.0,CulDSac,2,0.0,090,RL,355.0,BrkFace,NA,0.0,10,9.0,Edwards,0.0,4,5,2,0.0,0,Tar&Grv,Flat,AdjLand,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,976.0,0.0,3,0.0,1975,1975,2006,127500.0,11.755871643580617 +2821,908103320,980.0,0.0,0.0,NA,4,Duplx,4,4,0,2,4,0.0,945.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,WdShing,Plywood,0,0,0,CBlock,2,7,0.0,0,0,0,0,NA,980.0,0,GasA,2,SFoyer,0,2,Lvl,2,9400.0,CulDSac,2,0.0,090,RL,250.0,BrkFace,NA,0.0,10,9.0,Edwards,0.0,4,5,2,0.0,0,Tar&Grv,Flat,AdjLand,WD,0.0,Pave,4,1.3862943611198906,3.0,1.4641016151377544,945.0,0.0,3,0.0,1975,1975,2006,127500.0,11.755871643580617 +2822,908127050,1176.0,0.0,0.0,NA,2,1Fam,3,2,1,0,4,329.0,847.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,Plywood,0,0,0,CBlock,1,7,360.0,1,3,1,3,Attchd,1176.0,0,GasA,2,1Story,1,2,HLS,2,16133.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,12,11.0,Edwards,92.0,3,4,2,0.0,0,CompShg,Gable,Abnorml,WD,112.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1176.0,204.0,3,0.0,1969,1969,2006,119900.0,11.694413341015606 +2823,908128100,806.0,918.0,0.0,NA,3,1Fam,3,1,0,0,4,796.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,HdBoard,Stucco,0,4,1,PConc,2,7,616.0,2,3,3,3,BuiltIn,1724.0,1,GasA,4,2Story,1,3,Lvl,2,7162.0,Inside,3,0.0,060,RL,190.0,BrkFace,NA,0.0,5,4.0,Edwards,57.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,796.0,225.0,3,168.0,2003,2004,2006,196500.0,12.188417710291453 +2825,908178050,1164.0,1150.0,0.0,NA,3,1Fam,3,1,0,0,5,1150.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,5,1,PConc,2,7,502.0,2,3,3,3,BuiltIn,2314.0,1,GasA,4,2Story,1,3,Lvl,2,11060.0,Corner,2,0.0,060,RL,0.0,None,NA,0.0,2,1.0,Edwards,274.0,4,6,2,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,1150.0,274.0,3,0.0,2003,2005,2006,229000.0,12.341477282536376 +2826,908186060,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,0.0,547.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,525.0,2,3,3,3,Basment,1072.0,0,GasA,3,SLvl,1,2,Lvl,2,3675.0,Inside,3,0.0,180,RM,80.0,BrkFace,NA,0.0,5,4.0,Edwards,28.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,547.0,28.0,3,0.0,2005,2005,2006,145000.0,11.884489021402711 +2827,908186070,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,0.0,547.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,525.0,2,3,3,3,Basment,1072.0,0,GasA,3,SFoyer,1,2,Lvl,2,3675.0,Inside,3,0.0,180,RM,82.0,BrkFace,NA,0.0,6,5.0,Edwards,44.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,547.0,44.0,3,0.0,2005,2006,2006,140000.0,11.84939770159144 +2828,908186090,1072.0,0.0,0.0,NA,2,TwnhsE,3,4,1,0,4,0.0,547.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,525.0,2,3,3,3,Basment,1072.0,0,GasA,3,SFoyer,1,2,Lvl,2,3675.0,Inside,3,0.0,180,RM,82.0,BrkFace,NA,0.0,10,9.0,Edwards,44.0,4,5,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,547.0,44.0,3,0.0,2005,2006,2006,142500.0,11.867097278690842 +2829,908188110,970.0,739.0,0.0,NA,3,TwnhsI,3,1,0,0,4,970.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,3,380.0,2,3,1,3,Detchd,1709.0,0,GasA,4,2Story,1,3,Lvl,2,2522.0,Inside,3,0.0,160,RM,50.0,Stone,NA,0.0,5,4.0,Edwards,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,970.0,40.0,3,0.0,2004,2004,2006,134000.0,11.805595078933049 +2830,908188120,970.0,739.0,0.0,NA,3,TwnhsI,3,1,0,0,4,970.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,3,380.0,2,3,1,3,Detchd,1709.0,0,GasA,4,2Story,1,3,Lvl,2,2522.0,Inside,3,0.0,160,RM,50.0,Stone,NA,0.0,5,4.0,Edwards,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,970.0,40.0,3,0.0,2004,2004,2006,130000.0,11.77528972943772 +2831,908188130,970.0,739.0,0.0,NA,3,TwnhsI,3,1,0,0,4,970.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,3,380.0,2,3,1,3,Detchd,1709.0,0,GasA,4,2Story,1,3,Lvl,2,2522.0,Inside,3,0.0,160,RM,50.0,Stone,NA,0.0,4,3.0,Edwards,40.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,970.0,40.0,3,0.0,2004,2006,2006,130000.0,11.77528972943772 +2832,908188140,970.0,739.0,0.0,NA,3,TwnhsI,3,1,0,0,4,970.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,3,380.0,2,3,1,3,Detchd,1709.0,0,GasA,4,2Story,1,3,Lvl,2,2522.0,Inside,3,0.0,160,RM,50.0,Stone,NA,0.0,4,3.0,Edwards,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,970.0,40.0,3,0.0,2004,2004,2006,137500.0,11.831379196088763 +2833,908188150,976.0,732.0,0.0,NA,3,TwnhsE,3,1,0,0,4,976.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,3,380.0,2,3,1,3,Detchd,1708.0,0,GasA,4,2Story,1,3,Lvl,2,3363.0,Inside,3,0.0,160,RM,117.0,Stone,NA,0.0,4,3.0,Edwards,40.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,976.0,40.0,3,0.0,2004,2004,2006,130000.0,11.77528972943772 +2834,908225180,624.0,312.0,0.0,NA,3,1Fam,3,2,0,0,2,624.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,CBlock,1,7,265.0,1,1,1,3,Attchd,936.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6956.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,6,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,624.0,0.0,3,0.0,1948,1950,2006,97900.0,11.491701828518602 +2835,908227010,846.0,492.0,0.0,NA,3,1Fam,2,1,0,0,2,832.0,0.0,0.0,1,1,Y,Artery,Norm,2,208.0,1,2,AsbShng,AsbShng,4,0,0,BrkTil,2,7,528.0,2,3,1,3,Detchd,1338.0,0,GasA,2,1.5Fin,1,2,Bnk,2,7822.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,2,5,0,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,832.0,208.0,3,0.0,1915,1950,2006,92000.0,11.429543856031177 +2836,908227030,1093.0,576.0,0.0,NA,4,1Fam,3,1,0,0,3,1093.0,0.0,0.0,1,1,N,Feedr,Norm,2,56.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,5,288.0,1,3,1,2,Attchd,1669.0,1,GasA,2,1.5Fin,1,2,Lvl,2,8707.0,FR2,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,0.0,4,3,2,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,1093.0,56.0,3,0.0,1924,1950,2006,107000.0,11.580584113444043 +2837,908227040,658.0,526.0,0.0,NA,5,1Fam,3,1,0,0,3,658.0,0.0,0.0,1,1,Y,Feedr,Norm,4,0.0,1,2,Wd Sdng,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1184.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8410.0,FR2,3,0.0,050,RL,0.0,None,NA,0.0,5,4.0,Edwards,151.0,2,4,0,0.0,0,CompShg,Gambrel,AdjLand,WD,0.0,Pave,8,2.0794415416798357,1.0,0.0,658.0,151.0,3,0.0,1910,1996,2006,81000.0,11.302204433654575 +2838,908228040,949.0,272.0,0.0,NA,4,1Fam,3,1,1,0,3,392.0,392.0,0.0,4,1,Y,Norm,Norm,4,236.0,3,2,AsbShng,AsbShng,0,0,0,BrkTil,1,7,392.0,1,3,1,3,Attchd,1221.0,0,GasA,3,1.5Fin,1,2,Lvl,2,9738.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,3,2.0,Edwards,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,784.0,236.0,3,0.0,1924,1950,2006,104900.0,11.560762794384388 +2839,908275220,864.0,0.0,0.0,NA,2,1Fam,3,1,1,0,3,697.0,167.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,WdShing,Plywood,0,0,0,CBlock,1,7,572.0,2,3,1,3,Detchd,864.0,0,GasA,2,1Story,1,2,Lvl,2,8172.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,4,3.0,Edwards,0.0,6,4,0,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,864.0,0.0,3,0.0,1955,1990,2006,115000.0,11.652687407345388 +2840,908275290,1482.0,0.0,0.0,NA,3,1Fam,3,1,0,1,3,263.0,691.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,CBlock,2,6,609.0,2,3,1,3,2Types,1482.0,0,GasA,4,1Story,1,2,Lvl,2,16012.0,Inside,2,0.0,020,RL,60.0,BrkFace,NA,0.0,10,9.0,Edwards,30.0,3,3,2,0.0,0,CompShg,Hip,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,954.0,30.0,3,0.0,1954,1968,2006,125000.0,11.736069016284437 +2841,909101050,686.0,564.0,0.0,Grvl,3,1Fam,3,1,0,1,3,686.0,0.0,0.0,1,1,Y,Norm,Norm,4,96.0,2,2,Stucco,Stucco,0,0,0,BrkTil,1,7,280.0,1,3,1,3,Detchd,1250.0,1,GasW,3,1.5Fin,1,1,Lvl,2,8248.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,Edwards,0.0,6,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,686.0,303.0,3,207.0,1918,1950,2006,116000.0,11.661345470088502 +2842,909101080,964.0,0.0,0.0,Grvl,3,1Fam,3,1,0,0,3,864.0,0.0,0.0,1,1,N,Norm,Norm,4,112.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,1,7,0.0,0,0,0,0,NA,1414.0,0,GasA,2,1.5Fin,1,2,Lvl,2,8248.0,Inside,3,450.0,050,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,3,3,0,0.0,0,CompShg,Gable,Abnorml,COD,0.0,Pave,8,2.0794415416798357,1.0,0.0,864.0,112.0,3,0.0,1922,1950,2006,83000.0,11.326595886778735 +2843,909101190,954.0,795.0,0.0,NA,5,1Fam,2,1,1,0,3,795.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,3,Wd Sdng,Wd Sdng,0,0,0,PConc,1,7,440.0,1,4,1,3,Detchd,2230.0,0,GasA,2,2.5Fin,1,2,Bnk,2,6204.0,Inside,3,481.0,075,RL,0.0,None,NA,0.0,3,2.0,SWISU,188.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,795.0,188.0,3,0.0,1912,1950,2006,118500.0,11.682668239557323 +2844,909101330,498.0,0.0,0.0,Grvl,1,1Fam,3,1,0,0,3,498.0,0.0,0.0,1,1,N,Feedr,Norm,2,100.0,2,2,MetalSd,MetalSd,0,0,0,BrkTil,1,7,216.0,1,2,1,2,Detchd,498.0,0,GasA,2,1Story,1,2,Lvl,2,8088.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,2,1.0,Edwards,0.0,2,1,0,0.0,0,CompShg,Gable,Normal,ConLD,0.0,Pave,3,1.0986122886681098,1.0,0.0,498.0,100.0,3,0.0,1922,1955,2006,35000.0,10.46310334047155 +2845,909103020,1055.0,218.0,0.0,NA,3,1Fam,3,1,0,0,3,616.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,VinylSd,Wd Sdng,0,0,0,BrkTil,1,5,275.0,1,2,1,3,Detchd,1273.0,0,GasA,2,1.5Fin,1,3,Low,1,11388.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,9,8.0,Edwards,0.0,6,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,616.0,212.0,3,212.0,1910,1993,2006,121000.0,11.703545824578878 +2846,909131125,948.0,980.0,0.0,NA,5,2FmCon,3,2,0,0,3,686.0,0.0,0.0,1,1,Y,Norm,Norm,4,228.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,0.0,0,0,0,0,NA,1928.0,0,GasA,3,2Story,2,2,Lvl,2,7082.0,Inside,3,0.0,190,RH,0.0,None,NA,0.0,7,6.0,SWISU,0.0,7,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,686.0,228.0,3,0.0,1916,1995,2006,160000.0,11.982929094215963 +2847,909175030,1192.0,403.0,0.0,NA,2,1Fam,3,1,0,0,3,552.0,388.0,0.0,2,1,Y,Norm,Norm,4,108.0,2,2,Wd Sdng,MetalSd,0,4,2,CBlock,1,7,240.0,1,3,1,3,Attchd,1595.0,0,GasA,4,1.5Fin,1,2,Bnk,2,8400.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,6,5.0,SWISU,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,940.0,108.0,3,0.0,1940,2000,2006,140000.0,11.84939770159144 +2848,909176180,1058.0,493.0,0.0,NA,3,1Fam,3,1,1,0,2,128.0,930.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,2,7,240.0,1,3,1,2,Detchd,1551.0,0,GasA,2,1.5Fin,1,1,Lvl,2,10890.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,SWISU,0.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1058.0,0.0,3,0.0,1938,1950,2006,137000.0,11.827736204810263 +2849,909201180,816.0,524.0,0.0,NA,3,2FmCon,3,3,1,0,3,0.0,780.0,0.0,4,1,N,Feedr,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,440.0,1,3,1,3,Attchd,1340.0,0,GasA,2,1.5Fin,1,2,Bnk,2,6430.0,Corner,3,0.0,190,RH,0.0,None,NA,0.0,7,6.0,SWISU,0.0,5,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,780.0,0.0,3,0.0,1945,1950,2006,128000.0,11.759785542901755 +2850,909250070,743.0,736.0,0.0,NA,3,1Fam,3,1,1,0,3,200.0,424.0,0.0,5,1,Y,Feedr,Norm,4,56.0,2,2,Wd Sdng,Stucco,3,4,2,BrkTil,1,7,312.0,1,3,1,3,Detchd,1479.0,0,GasA,4,2Story,1,3,Lvl,2,7000.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,5,4.0,SWISU,0.0,7,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,624.0,586.0,3,530.0,1926,1997,2006,160000.0,11.982929094215963 +2851,909250120,892.0,892.0,0.0,NA,4,1Fam,3,2,0,0,4,747.0,0.0,0.0,1,1,Y,Norm,Norm,2,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,180.0,1,2,1,2,Detchd,1784.0,1,GasA,3,2Story,1,2,Lvl,2,13132.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,40.0,4,4,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,747.0,243.0,3,203.0,1914,1950,2006,138887.0,11.841415931849784 +2852,909250200,755.0,755.0,0.0,NA,3,1Fam,3,1,0,0,3,450.0,305.0,0.0,4,1,Y,Norm,Norm,4,164.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,216.0,1,3,1,3,Detchd,1510.0,0,GasA,4,2Story,1,2,HLS,2,4899.0,Corner,3,0.0,070,RL,0.0,None,NA,0.0,6,5.0,SWISU,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,755.0,164.0,3,0.0,1920,1950,2006,149000.0,11.911701584927597 +2853,909250210,1008.0,0.0,0.0,NA,4,1Fam,3,1,0,0,3,1008.0,0.0,0.0,1,1,Y,Norm,Norm,4,138.0,1,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,2,7,0.0,0,0,0,0,NA,1522.0,0,GasA,4,1.5Fin,1,2,Lvl,2,6000.0,Inside,3,514.0,050,RL,0.0,None,NA,0.0,6,5.0,SWISU,0.0,4,4,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1008.0,138.0,3,0.0,1926,1950,2006,102000.0,11.532728092266408 +2854,909253080,818.0,818.0,0.0,NA,4,1Fam,3,2,0,0,3,818.0,0.0,0.0,1,1,Y,Norm,Norm,4,212.0,2,2,MetalSd,Stucco,0,4,1,BrkTil,1,7,288.0,1,3,1,2,Detchd,1636.0,1,GasA,2,2.5Unf,1,3,Bnk,2,9399.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,9,8.0,Crawfor,0.0,7,6,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,818.0,212.0,3,0.0,1919,1950,2006,167000.0,12.025749091398891 +2855,909254070,901.0,901.0,0.0,NA,4,1Fam,3,1,0,0,2,441.0,352.0,0.0,2,1,Y,Norm,Norm,4,40.0,2,2,Stucco,Stucco,0,4,1,BrkTil,1,7,216.0,1,3,1,2,Detchd,1802.0,1,GasA,3,2Story,1,2,Lvl,2,7588.0,Inside,3,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,5,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,1.5,0.4494897427831779,793.0,40.0,3,0.0,1920,1950,2006,200100.0,12.206572520571825 +2856,909256010,992.0,473.0,0.0,NA,3,1Fam,2,3,0,0,3,346.0,646.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,3,2,CBlock,2,7,240.0,1,3,1,3,Detchd,1465.0,0,GasA,1,1.5Fin,1,2,Bnk,2,10164.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,7,6.0,SWISU,126.0,4,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,992.0,126.0,3,0.0,1939,1950,2006,131000.0,11.782952602183288 +2857,909256020,824.0,464.0,0.0,NA,4,1Fam,2,1,0,0,2,440.0,384.0,0.0,2,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,CBlock,1,7,240.0,1,3,1,3,Detchd,1288.0,0,GasA,2,1.5Fin,1,2,Lvl,2,6191.0,Corner,3,0.0,050,RL,0.0,None,NA,0.0,11,10.0,SWISU,0.0,3,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,824.0,0.0,3,0.0,1941,1950,2006,112000.0,11.626254150277232 +2858,909275230,961.0,756.0,0.0,NA,3,1Fam,4,1,1,0,3,540.0,216.0,0.0,5,1,Y,Norm,Norm,4,272.0,2,2,Wd Sdng,WdShing,0,4,1,BrkTil,1,7,642.0,3,3,1,3,Detchd,1717.0,0,GasA,3,2Story,1,3,Lvl,2,9550.0,Corner,2,0.0,070,RL,0.0,None,NA,0.0,2,1.0,Crawfor,35.0,4,6,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,756.0,307.0,3,0.0,1915,1970,2006,140000.0,11.84939770159144 +2859,909275250,940.0,610.0,0.0,NA,3,1Fam,2,1,0,0,3,817.0,0.0,0.0,1,1,Y,Norm,Norm,2,429.0,2,2,Wd Sdng,WdShing,3,3,1,PConc,1,5,318.0,1,3,1,3,Detchd,1550.0,1,GasA,3,2Story,1,2,Lvl,2,21780.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,9,8.0,Crawfor,0.0,4,5,1,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,817.0,429.0,3,0.0,1920,1950,2006,195000.0,12.180754837545884 +2860,909276010,792.0,725.0,0.0,NA,3,1Fam,3,1,0,0,4,792.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,BrkFace,Stucco,0,4,2,PConc,1,7,400.0,2,3,1,3,Detchd,1517.0,0,GasA,1,2Story,1,3,HLS,1,11435.0,Corner,2,0.0,070,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,6,7,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,1.0,0.0,792.0,0.0,3,0.0,1929,1950,2006,230000.0,12.345834587905333 +2861,909276070,1125.0,592.0,0.0,NA,2,1Fam,3,2,0,0,4,299.0,602.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,CBlock,1,7,410.0,1,3,1,3,Attchd,1717.0,1,GasA,2,1.5Fin,1,2,HLS,1,12400.0,Inside,3,0.0,050,RL,0.0,None,NA,0.0,2,1.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,113.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,901.0,113.0,3,0.0,1940,1950,2006,194000.0,12.175613438045465 +2862,909279040,1180.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,700.0,0.0,0.0,1,1,Y,Norm,Norm,4,67.0,2,2,MetalSd,MetalSd,0,4,1,BrkTil,1,7,252.0,1,2,1,3,Detchd,1180.0,0,GasA,4,1Story,1,1,Lvl,2,11600.0,Inside,3,0.0,030,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,4,3,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,700.0,67.0,3,0.0,1922,1950,2006,137500.0,11.831379196088763 +2863,909280030,1020.0,1037.0,0.0,NA,3,1Fam,3,1,0,0,4,794.0,223.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,3,BrkFace,BrkFace,0,4,1,CBlock,1,7,180.0,1,3,3,2,Attchd,2057.0,1,GasA,3,1.5Fin,1,3,Lvl,2,11500.0,Inside,2,0.0,050,RL,0.0,None,NA,0.0,6,5.0,Crawfor,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,322.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,1017.0,322.0,3,0.0,1936,1987,2006,250000.0,12.429216196844383 +2864,909280070,1122.0,549.0,0.0,NA,4,1Fam,3,1,0,0,3,496.0,526.0,0.0,5,1,Y,Norm,Norm,3,0.0,3,3,Stucco,Wd Sdng,0,4,1,BrkTil,2,7,451.0,2,3,1,3,Detchd,1671.0,0,GasA,4,1.5Fin,1,2,Lvl,2,8170.0,Inside,2,0.0,050,RL,270.0,BrkFace,NA,0.0,2,1.0,Crawfor,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1022.0,0.0,3,0.0,1929,1950,2006,218000.0,12.292250341771226 +2865,909281010,1170.0,1175.0,0.0,NA,4,1Fam,3,1,0,0,4,449.0,503.0,0.0,3,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,4,1,BrkTil,2,7,360.0,2,3,1,3,Detchd,2345.0,1,GasA,2,2Story,1,2,Lvl,2,16560.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,7,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,9,2.1972245773362196,2.5,1.1622776601683795,952.0,0.0,3,0.0,1932,1950,2006,239000.0,12.384218830913648 +2866,909282060,959.0,650.0,0.0,NA,3,1Fam,3,1,0,0,3,637.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,2,4,2,BrkTil,1,7,579.0,3,3,1,3,2Types,1609.0,1,GasA,4,2Story,1,3,HLS,2,12320.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,5,4.0,Crawfor,0.0,6,6,2,0.0,0,CompShg,Gable,Normal,WD,104.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,637.0,104.0,3,0.0,1932,1990,2006,199500.0,12.203569515312056 +2867,909282110,1104.0,697.0,0.0,NA,3,1Fam,3,1,0,0,3,697.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,3,4,1,PConc,1,7,365.0,2,3,1,2,Attchd,1801.0,1,GasA,4,2Story,1,2,Lvl,2,14210.0,Inside,2,0.0,070,RL,0.0,None,NA,0.0,11,10.0,Crawfor,90.0,6,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,1.5,0.4494897427831779,697.0,90.0,3,0.0,1930,1959,2006,210000.0,12.254862809699606 +2868,909425120,1811.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,230.0,296.0,547.0,5,6,Y,Norm,Norm,4,280.0,2,2,Stone,Stone,0,4,1,PConc,1,7,470.0,2,3,3,3,Attchd,1811.0,0,GasA,4,1Story,1,4,Lvl,2,14115.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Crawfor,0.0,6,5,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1073.0,280.0,3,0.0,1956,2004,2006,230000.0,12.345834587905333 +2869,909425180,1647.0,0.0,0.0,NA,3,1Fam,3,2,1,0,4,0.0,1283.0,147.0,5,2,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,621.0,2,3,3,3,Attchd,1647.0,0,GasA,4,1Story,1,3,Bnk,2,12984.0,Inside,3,0.0,020,RL,459.0,BrkFace,NA,0.0,3,2.0,Crawfor,0.0,5,4,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1430.0,0.0,3,0.0,1977,1977,2006,217500.0,12.289954129510877 +2870,909426060,1278.0,1037.0,0.0,NA,4,1Fam,3,1,1,0,4,408.0,760.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,Wd Sdng,Wd Sdng,0,4,3,CBlock,2,7,342.0,1,3,3,3,Attchd,2315.0,0,GasA,3,2Story,1,2,Lvl,2,15600.0,Inside,3,0.0,060,RL,405.0,BrkFace,NA,0.0,7,6.0,Crawfor,0.0,6,4,2,0.0,0,CompShg,Gable,Normal,WD,192.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1168.0,192.0,3,0.0,1950,1963,2006,257000.0,12.456831363877356 +2871,909428110,1336.0,0.0,0.0,NA,2,2FmCon,3,2,1,0,3,324.0,841.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,4,2,CBlock,1,7,375.0,1,3,1,3,Attchd,1336.0,0,GasA,2,1Story,1,2,Lvl,2,15750.0,Corner,3,0.0,190,RL,56.0,BrkFace,NA,0.0,6,5.0,Crawfor,0.0,4,4,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,1165.0,0.0,3,0.0,1953,1953,2006,157000.0,11.964001084330445 +2872,909475020,1844.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,734.0,1110.0,0.0,3,1,Y,Norm,Norm,4,216.0,3,3,Plywood,Plywood,0,3,1,CBlock,2,7,540.0,2,3,2,3,Attchd,1844.0,0,GasA,3,1Story,1,3,Lvl,2,16381.0,Inside,2,0.0,020,RL,312.0,BrkFace,NA,0.0,12,11.0,Crawfor,73.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1844.0,289.0,3,0.0,1969,1969,2006,223000.0,12.314927050442256 +2873,910200020,976.0,0.0,0.0,NA,2,1Fam,3,2,1,0,3,671.0,305.0,0.0,3,1,N,Artery,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,215.0,1,3,1,3,Detchd,976.0,0,GasA,2,1Story,1,2,Lvl,2,7288.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,8,7.0,IDOTRR,0.0,5,4,0,0.0,0,CompShg,Gable,AdjLand,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,976.0,160.0,3,160.0,1942,1950,2006,102000.0,11.532728092266408 +2874,910200060,861.0,424.0,0.0,NA,3,1Fam,3,1,0,1,3,487.0,374.0,0.0,5,1,Y,Norm,Norm,4,132.0,2,2,MetalSd,MetalSd,3,0,0,PConc,1,7,506.0,2,3,3,3,Detchd,1285.0,0,GasA,4,1.5Fin,1,2,Lvl,2,7000.0,Inside,3,0.0,050,RM,0.0,None,NA,0.0,5,4.0,IDOTRR,0.0,6,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,861.0,228.0,3,96.0,1926,1950,2006,145400.0,11.887243844081556 +2875,910203100,672.0,0.0,0.0,NA,2,1Fam,3,1,0,0,2,432.0,0.0,0.0,1,1,N,Norm,Norm,3,112.0,2,2,Wd Sdng,Wd Sdng,2,0,0,BrkTil,1,6,0.0,0,0,0,0,NA,672.0,0,GasA,2,1Story,1,2,Low,2,8534.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,6,5.0,IDOTRR,0.0,3,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,432.0,112.0,3,0.0,1925,1950,2006,72000.0,11.184421397998193 +2876,910203230,641.0,0.0,0.0,NA,2,1Fam,3,1,0,0,3,641.0,0.0,0.0,1,1,Y,Norm,Norm,4,70.0,2,2,MetalSd,MetalSd,3,0,0,BrkTil,1,7,272.0,1,3,1,3,Detchd,641.0,0,GasA,3,1Story,1,1,Lvl,2,7030.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,3,2.0,IDOTRR,0.0,5,3,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,641.0,254.0,3,184.0,1925,1950,2006,85000.0,11.350406535472453 +2877,910207110,951.0,0.0,0.0,Grvl,2,1Fam,3,1,0,0,3,666.0,285.0,0.0,5,1,N,Norm,Norm,4,0.0,2,2,Wd Sdng,Wd Sdng,0,0,0,BrkTil,1,7,327.0,1,3,1,3,Detchd,951.0,0,GasA,4,1Story,1,2,Lvl,2,8765.0,Inside,3,0.0,030,RM,0.0,None,NA,0.0,4,3.0,IDOTRR,28.0,5,3,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,951.0,28.0,3,0.0,1936,1950,2006,106500.0,11.575900264131617 +2878,910226060,967.0,671.0,0.0,NA,4,1Fam,3,1,0,0,3,967.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,2,7,384.0,1,3,1,3,Detchd,1638.0,0,GasA,3,1.5Fin,1,3,Lvl,2,9060.0,Inside,3,0.0,050,RM,327.0,BrkFace,NA,0.0,4,3.0,IDOTRR,21.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,967.0,21.0,3,0.0,1957,1957,2006,139000.0,11.842229212112828 +2879,911175360,897.0,439.0,0.0,NA,3,1Fam,3,1,0,0,3,0.0,637.0,0.0,3,1,Y,Norm,Norm,4,120.0,2,2,MetalSd,MetalSd,0,0,0,CBlock,1,7,570.0,1,3,1,3,CarPort,1336.0,1,GasA,3,1.5Fin,1,2,Low,1,11040.0,Inside,3,0.0,050,C,0.0,None,NA,0.0,9,8.0,IDOTRR,47.0,5,3,2,0.0,0,CompShg,Gable,Normal,COD,0.0,Pave,7,1.9459101490553132,1.5,0.4494897427831779,637.0,167.0,3,0.0,1920,1950,2006,108000.0,11.589886506106357 +2880,911175410,729.0,0.0,0.0,NA,2,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,N,Feedr,Norm,4,23.0,2,2,Wd Sdng,Wd Sdng,0,0,0,Slab,1,4,0.0,0,0,0,0,NA,729.0,0,GasA,2,1Story,1,2,Lvl,2,12366.0,Inside,3,0.0,030,C,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,4,2,0,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,5,1.6094379124341003,1.0,0.0,0.0,23.0,3,0.0,1945,1950,2006,51689.0,10.853000271901186 +2881,911175430,480.0,0.0,0.0,NA,1,1Fam,3,3,1,0,3,430.0,50.0,0.0,4,1,N,Norm,Norm,3,0.0,2,2,AsbShng,AsbShng,0,0,0,CBlock,0,7,308.0,1,3,1,3,Detchd,480.0,0,GasA,2,1Story,1,2,Lvl,2,9000.0,Inside,3,0.0,020,C,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,2,1,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,4,1.3862943611198906,1.0,0.0,480.0,0.0,3,0.0,1949,1950,2006,35311.0,10.47194980911048 +2882,911175440,1060.0,336.0,0.0,NA,4,2FmCon,3,2,0,0,3,660.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,1,1,WdShing,WdShing,0,0,0,CBlock,2,5,0.0,0,0,0,0,NA,1396.0,0,GasA,2,1.5Fin,2,2,Lvl,2,9000.0,Inside,3,0.0,190,C,0.0,None,NA,0.0,10,9.0,IDOTRR,0.0,5,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,8,2.0794415416798357,2.0,0.8284271247461903,660.0,0.0,3,0.0,1951,1951,2006,115000.0,11.652687407345388 +2883,911225110,576.0,360.0,0.0,NA,2,1Fam,2,1,0,0,2,216.0,0.0,0.0,1,1,N,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,936.0,0,GasA,1,1.5Fin,1,2,Bnk,2,8520.0,Inside,3,0.0,050,C,0.0,None,NA,0.0,4,3.0,IDOTRR,0.0,4,2,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Grvl,6,1.791759469228055,1.0,0.0,216.0,0.0,3,0.0,1916,1950,2006,78000.0,11.26446410567173 +2884,911370430,1778.0,0.0,0.0,NA,2,TwnhsE,3,4,2,0,5,0.0,1573.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,495.0,2,3,3,3,Attchd,1778.0,0,GasA,4,1Story,1,4,HLS,1,5748.0,Inside,2,0.0,120,RM,473.0,Stone,NA,0.0,2,1.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,153.0,Pave,5,1.6094379124341003,4.0,2.0,1573.0,329.0,3,123.0,2005,2006,2006,375000.0,12.834681304952548 +2885,911370530,1646.0,0.0,0.0,NA,2,TwnhsE,3,4,1,1,5,30.0,1564.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,CemntBd,CemntBd,0,4,1,PConc,2,7,525.0,2,3,3,3,Attchd,1646.0,0,GasA,4,1Story,1,3,HLS,1,3842.0,Inside,2,0.0,120,RM,186.0,Stone,NA,0.0,12,11.0,Crawfor,53.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,155.0,Pave,5,1.6094379124341003,3.5,1.7416573867739413,1594.0,336.0,3,128.0,2004,2005,2006,300000.0,12.611537753638338 +2886,913350030,1625.0,0.0,0.0,NA,3,1Fam,3,4,0,1,4,849.0,776.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,3,1,CBlock,2,7,576.0,2,3,3,3,Attchd,1625.0,0,GasA,2,1Story,1,1,Lvl,1,23580.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,9,8.0,Mitchel,28.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1625.0,164.0,3,136.0,1979,1979,2006,242500.0,12.398756989359676 +2887,914452060,1664.0,0.0,0.0,NA,4,Duplx,3,2,0,0,3,1664.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,616.0,2,3,1,3,2Types,1664.0,0,GasA,2,1Story,2,2,Lvl,2,8385.0,Inside,3,0.0,090,RL,0.0,None,NA,0.0,10,9.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,10,2.302585092994046,2.0,0.8284271247461903,1664.0,0.0,3,0.0,1978,1978,2006,145000.0,11.884489021402711 +2888,914474020,1491.0,0.0,0.0,NA,3,1Fam,3,1,0,0,5,1491.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,PConc,2,7,490.0,2,3,2,3,Attchd,1491.0,0,GasA,4,1Story,1,3,Lvl,2,9116.0,Corner,3,0.0,020,RL,0.0,None,NA,0.0,5,4.0,Mitchel,100.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,2.0,0.8284271247461903,1491.0,220.0,3,120.0,2001,2001,2006,209000.0,12.250089530946948 +2889,914476050,1004.0,0.0,0.0,NA,2,Duplx,3,4,1,0,4,0.0,975.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,ImStucc,0,0,0,CBlock,1,7,504.0,2,3,1,3,Attchd,1004.0,0,GasA,2,SFoyer,1,2,Lvl,2,10530.0,Inside,3,0.0,090,RL,90.0,BrkFace,NA,0.0,5,4.0,Mitchel,0.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,4,1.3862943611198906,2.0,0.8284271247461903,975.0,0.0,3,0.0,1977,1977,2006,135000.0,11.813030057420567 +2890,914476130,1210.0,0.0,0.0,NA,3,1Fam,3,3,1,0,3,552.0,576.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,0,0,CBlock,2,7,528.0,2,3,1,3,Attchd,1210.0,0,GasA,2,SLvl,1,2,Lvl,2,11080.0,Corner,3,0.0,080,RL,257.0,BrkFace,NA,0.0,5,4.0,Mitchel,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1128.0,0.0,3,0.0,1975,1975,2006,148000.0,11.904967552746252 +2891,914476500,1959.0,0.0,0.0,NA,5,Duplx,3,1,0,0,3,1907.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,CBlock,3,7,766.0,3,3,1,3,2Types,1959.0,0,GasA,3,1Story,2,2,Lvl,2,11070.0,Inside,3,0.0,090,RL,70.0,BrkFace,NA,0.0,7,6.0,Mitchel,0.0,4,6,2,0.0,0,CompShg,Gable,Family,WD,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1907.0,0.0,3,0.0,1988,1989,2006,171000.0,12.049418835484797 +2892,916225130,1238.0,1281.0,0.0,NA,4,1Fam,3,4,1,0,4,245.0,965.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,MetalSd,MetalSd,0,4,2,PConc,2,7,628.0,2,3,2,3,Attchd,2519.0,1,GasA,4,2Story,1,3,Lvl,1,26178.0,Inside,2,0.0,060,RL,293.0,BrkFace,NA,0.0,4,3.0,Timber,27.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,9,2.1972245773362196,3.5,1.7416573867739413,1210.0,347.0,3,320.0,1989,1990,2006,335000.0,12.721885810807203 +2893,916252170,1295.0,0.0,0.0,NA,2,TwnhsE,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Norm,Norm,4,0.0,2,3,BrkFace,Wd Sdng,0,0,0,CBlock,2,7,312.0,1,3,2,3,Attchd,1295.0,0,GasA,3,1Story,1,3,Lvl,2,8239.0,Inside,2,0.0,120,RM,0.0,None,NA,0.0,11,10.0,GrnHill,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,2.0,0.8284271247461903,0.0,0.0,3,0.0,1986,1986,2006,230000.0,12.345834587905333 +2894,916325040,1650.0,0.0,0.0,NA,2,1Fam,3,4,1,0,4,723.0,909.0,0.0,4,1,Y,Norm,Norm,4,0.0,2,2,Plywood,Plywood,0,4,2,CBlock,1,7,518.0,2,3,1,3,Attchd,1650.0,0,GasA,2,1Story,1,2,Low,1,50102.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,3,2.0,Timber,0.0,4,5,2,0.0,0,Tar&Grv,Gable,Alloca,WD,138.0,Pave,6,1.791759469228055,2.0,0.8284271247461903,1632.0,138.0,3,0.0,1958,1958,2006,250764.0,12.432267536768098 +2895,916326010,1707.0,0.0,0.0,NA,2,1Fam,3,1,0,0,4,1686.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,3,Plywood,Plywood,0,3,1,CBlock,2,7,511.0,2,3,2,3,Attchd,1707.0,1,GasA,2,1Story,1,2,Lvl,2,16669.0,Corner,2,0.0,020,RL,653.0,BrkFace,NA,0.0,1,0.0,Timber,64.0,5,7,2,0.0,0,WdShake,Hip,Normal,WD,0.0,Pave,6,1.791759469228055,2.5,1.1622776601683795,1686.0,638.0,3,574.0,1981,1981,2006,228000.0,12.337100907936577 +2896,916402125,1137.0,0.0,0.0,NA,2,1Fam,4,1,1,0,4,92.0,980.0,40.0,6,2,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,551.0,2,3,1,3,Attchd,1137.0,0,GasA,3,1Story,1,3,Lvl,2,13811.0,Inside,2,0.0,020,RL,72.0,BrkFace,NA,0.0,7,6.0,Timber,0.0,5,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1112.0,125.0,3,125.0,1987,1987,2006,176000.0,12.078239274020289 +2897,916403020,1339.0,0.0,0.0,NA,2,1Fam,3,1,1,0,4,256.0,1053.0,0.0,5,1,Y,Norm,Norm,4,0.0,2,2,HdBoard,HdBoard,0,3,1,CBlock,2,7,484.0,2,4,3,4,Attchd,1339.0,0,GasA,2,1Story,1,2,Lvl,2,8049.0,CulDSac,2,0.0,020,RL,54.0,BrkFace,NA,0.0,7,6.0,Timber,58.0,4,6,2,0.0,0,CompShg,Hip,Normal,WD,90.0,Pave,6,1.791759469228055,3.0,1.4641016151377544,1309.0,148.0,3,0.0,1990,1990,2006,180000.0,12.100712129872347 +2898,916403130,1298.0,1216.0,0.0,NA,4,1Fam,3,1,0,0,4,0.0,1216.0,0.0,2,1,Y,Norm,Norm,4,0.0,2,2,MetalSd,MetalSd,4,0,0,Wood,2,7,693.0,2,3,3,3,Attchd,2514.0,1,GasA,4,2Story,1,2,Lvl,2,11170.0,Corner,1,0.0,060,RL,0.0,None,NA,0.0,4,3.0,Timber,0.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,2.5,1.1622776601683795,1216.0,0.0,3,0.0,1990,1991,2006,250000.0,12.429216196844383 +2899,916460070,1403.0,0.0,0.0,NA,2,1Fam,3,3,1,0,4,129.0,1136.0,116.0,6,4,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,0,0,Wood,2,7,470.0,2,3,1,3,Attchd,1403.0,0,GasA,4,1Story,1,3,Lvl,2,8098.0,Inside,2,0.0,020,RL,0.0,None,NA,0.0,10,9.0,Timber,173.0,4,5,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1381.0,173.0,3,0.0,2000,2000,2006,202000.0,12.216022976383341 +2900,916475100,1800.0,0.0,0.0,NA,3,1Fam,3,4,1,0,5,526.0,1274.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,1,PConc,2,7,765.0,3,3,3,3,Attchd,1800.0,0,GasA,4,1Story,1,3,Lvl,2,14331.0,Inside,3,0.0,020,RL,630.0,BrkFace,NA,0.0,5,4.0,Timber,78.0,4,7,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1800.0,348.0,3,270.0,2002,2002,2006,312500.0,12.652359748158593 +2901,916477010,1960.0,0.0,0.0,NA,3,1Fam,4,3,1,0,5,378.0,1350.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,714.0,3,3,3,3,Attchd,1960.0,0,GasA,4,1Story,1,3,Lvl,2,13618.0,Corner,3,0.0,020,RL,198.0,Stone,NA,0.0,11,10.0,Timber,38.0,4,7,2,0.0,0,CompShg,Gable,Partial,New,0.0,Pave,8,2.0794415416798357,3.0,1.4641016151377544,1728.0,210.0,3,172.0,2005,2006,2006,320000.0,12.676076274775909 +2902,921205030,2028.0,0.0,0.0,NA,2,1Fam,3,4,1,0,5,408.0,1460.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,3,VinylSd,VinylSd,0,4,2,PConc,2,7,880.0,3,3,2,3,Attchd,2028.0,0,GasA,4,1Story,1,3,Lvl,2,11443.0,Inside,3,0.0,020,RL,208.0,BrkFace,NA,0.0,3,2.0,Timber,66.0,4,7,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,7,1.9459101490553132,3.0,1.4641016151377544,1868.0,392.0,3,326.0,2005,2006,2006,369900.0,12.820987977820545 +2903,921205050,1838.0,0.0,0.0,NA,3,1Fam,3,4,1,0,4,383.0,1455.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,4,VinylSd,VinylSd,0,4,1,PConc,2,7,682.0,3,3,3,3,Attchd,1838.0,0,GasA,4,1Story,1,4,Lvl,2,11577.0,Inside,3,0.0,020,RL,382.0,BrkFace,NA,0.0,9,8.0,Timber,225.0,4,8,2,0.0,0,CompShg,Hip,Partial,New,0.0,Pave,9,2.1972245773362196,3.0,1.4641016151377544,1838.0,386.0,3,161.0,2005,2006,2006,359900.0,12.793581494067123 +2904,923125030,1600.0,0.0,0.0,NA,3,1Fam,0,0,0,0,0,0.0,0.0,0.0,0,0,Y,Artery,Norm,3,135.0,1,2,CBlock,VinylSd,0,0,0,CBlock,1,4,270.0,1,3,1,2,Attchd,1600.0,1,GasA,2,1Story,1,2,Lvl,2,31250.0,Inside,3,0.0,020,A,0.0,None,NA,0.0,5,4.0,Mitchel,0.0,2,0,0,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,6,1.791759469228055,1.5,0.4494897427831779,0.0,135.0,3,0.0,1951,1951,2006,81500.0,11.308358299228955 +2905,923202025,1368.0,0.0,0.0,NA,2,Duplx,3,4,2,0,4,45.0,1243.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,MetalSd,MetalSd,0,0,0,PConc,2,7,784.0,4,3,3,3,Attchd,1368.0,0,GasA,3,SFoyer,2,2,Lvl,2,7020.0,Inside,3,0.0,090,RM,200.0,BrkFace,NA,0.0,11,10.0,Mitchel,48.0,4,6,2,0.0,0,CompShg,Gable,Normal,WD,0.0,Pave,8,2.0794415416798357,4.0,2.0,1288.0,48.0,3,0.0,1997,1997,2006,215000.0,12.2783933071098 +2906,923203090,1216.0,0.0,0.0,NA,2,TwnhsI,3,1,1,0,5,319.0,897.0,0.0,6,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,2,7,402.0,2,3,1,3,Attchd,1216.0,0,GasA,4,1Story,1,2,Lvl,2,4500.0,FR2,3,0.0,120,RM,116.0,BrkFace,NA,0.0,5,4.0,Mitchel,125.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1216.0,125.0,3,0.0,1998,1998,2006,164000.0,12.007621706806335 +2907,923203100,1337.0,0.0,0.0,NA,2,TwnhsE,4,1,1,0,5,36.0,1201.0,0.0,6,1,Y,Norm,Norm,4,0.0,3,2,VinylSd,VinylSd,0,0,0,PConc,2,7,405.0,2,3,3,3,Attchd,1337.0,0,GasA,4,1Story,1,2,Lvl,2,4500.0,FR2,3,0.0,120,RM,443.0,BrkFace,NA,0.0,3,2.0,Mitchel,199.0,4,5,2,0.0,0,CompShg,Hip,Normal,WD,0.0,Pave,5,1.6094379124341003,3.0,1.4641016151377544,1237.0,199.0,3,0.0,1998,1998,2006,153500.0,11.941455846009388 +2908,923205120,1140.0,0.0,0.0,NA,3,1Fam,3,1,0,0,4,1140.0,0.0,0.0,1,1,Y,Norm,Norm,4,0.0,2,2,VinylSd,VinylSd,0,0,0,PConc,1,7,0.0,0,0,0,0,NA,1140.0,0,GasA,4,1Story,1,2,Lvl,2,17217.0,Inside,3,0.0,020,RL,0.0,None,NA,0.0,7,6.0,Mitchel,56.0,4,4,2,0.0,0,CompShg,Gable,Abnorml,WD,0.0,Pave,6,1.791759469228055,1.0,0.0,1140.0,92.0,3,36.0,2006,2006,2006,84500.0,11.344506813345266 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-TARGET_VARIABLE = ["SalePrice"] +TARGET_VARIABLES = ["SalePrice"] # Note that these dictionaries and lists are not actually constants but # filled in during import time which makes them "near"-constant. ALL_COLUMNS = {} @@ -102,7 +102,7 @@ def _extract_meta_data(lines): # The two ID columns and the target variable "SalePrice" # are not put into the helper dicts / lists as they are # treated seperately in the modelling anyways. - non_feature_columns = INDEX_COLUMNS + TARGET_VARIABLE + non_feature_columns = INDEX_COLUMNS + TARGET_VARIABLES for line in lines: # Process the next variable in the list. @@ -279,9 +279,15 @@ def print_column_list(subset=None): if subset is None: subset = ALL_VARIABLES else: - assert set(list(subset)) <= set(list(ALL_VARIABLES)) - columns = sorted((c, ALL_COLUMNS[c]["description"]) for c in subset) - print(tabulate.tabulate(columns, tablefmt="plain")) + subset = set(subset) + # Handle variables withoutdescription seperately. + without_desc = subset - set(ALL_VARIABLES) + subset -= without_desc + columns = [(c, ALL_COLUMNS[c]["description"]) for c in subset] + if without_desc: + for c in sorted(without_desc): + columns.append((c, '')) + print(tabulate.tabulate(sorted(columns), tablefmt="plain")) def load_clean_data(subset=None, ordinal_encoded=False): @@ -321,7 +327,7 @@ def load_clean_data(subset=None, ordinal_encoded=False): # Remove columns that are in the description but not in the data file. renamed = update_column_descriptions(df.columns, correct_columns=True) # Cast the numeric types correctly. - for column in CONTINUOUS_VARIABLES + TARGET_VARIABLE: + for column in CONTINUOUS_VARIABLES + TARGET_VARIABLES: df[column] = df[column].astype(float) for column in DISCRETE_VARIABLES: df[column] = df[column].astype(int) @@ -347,7 +353,7 @@ def load_clean_data(subset=None, ordinal_encoded=False): subset.remove(old_name) subset.add(new_name) subset = sorted(set(df.columns) & subset) - df = df[subset + TARGET_VARIABLE] + df = df[subset + TARGET_VARIABLES] # Use integer encoding for ordinal variables. if ordinal_encoded: df = encode_ordinals(df) diff --git a/weakly_and_strongly_correlated_variables.json b/weakly_and_strongly_correlated_variables.json index 0e878c0..ffd3a4d 100644 --- a/weakly_and_strongly_correlated_variables.json +++ b/weakly_and_strongly_correlated_variables.json @@ -1 +1 @@ -{"weakly_correlated": ["1st Flr SF", "Bsmt Exposure", "BsmtFin SF 1", "BsmtFin Type 1", "Fireplace Qu", "Fireplaces", "Full Bath", "Garage Area", "Garage Cond", "Garage Finish", "Garage Qual", "Half Bath", "Heating QC", "Mas Vnr Area", "Paved Drive", "TotRms AbvGrd", "Total Bsmt SF", "Year Remod/Add"], "strongly_correlated": ["Bsmt Qual", "Exter Qual", "Garage Cars", "Gr Liv Area", "Kitchen Qual", "Overall Qual", "Year Built"]} \ No newline at end of file +{"weakly_correlated": ["1st Flr SF", "Bsmt Exposure", "BsmtFin SF 1", "BsmtFin Type 1", "Fireplace Qu", "Fireplaces", "Full Bath", "Garage Area", "Garage Cond", "Garage Finish", "Garage Qual", "Half Bath", "Heating QC", "Mas Vnr Area", "Paved Drive", "TotRms AbvGrd", "TotRms AbvGrd (box-cox-0.0)", "Total Bsmt SF", "Total Porch SF", "Wood Deck SF", "Year Remod/Add"], "strongly_correlated": ["Bsmt Qual", "Exter Qual", "Garage Cars", "Gr Liv Area", "Kitchen Qual", "Overall Qual", "Total Bath", "Total Bath (box-cox-0.5)", "Year Built"]} \ No newline at end of file