diff --git a/db2_with_json/README.md b/db2_with_json/README.md
new file mode 100644
index 0000000..fd7ff35
--- /dev/null
+++ b/db2_with_json/README.md
@@ -0,0 +1,73 @@
+# Db2 with JSON Documents
+
+In this sample, we will be going over the JSON features in Db2. We will be creating a table with some columns represented by JSON documents, and we will also demonstrate how to store and retrieve such information.
+
+## 1. Setting Up Enviroment
+In order to run our code, we will be using `Jupyter Notebook`. If you don't have Jupyter Notebook installed, you can either download it from the Anaconda Distribution or use `pip install`. The links are provided below.
+
+1. [Anaconda Distribution](https://www.anaconda.com/distribution/)
+2. [Installing Using Pip](https://jupyter.org/install)
+
+After successfully installing Jupyter Notebook, we can open it and create a new notebook. You may also download the demo notebook created for you under the `notebook/` folder.
+
+## 2. Importing Libraries
+
+Before we start communicating with our database, we need to import certain libraries that will aid us in communicating.
+
+
+
+
+We will be importing two libraries- `ibm_db` and `ibm_db_dbi`. ibm_db is a library with low-level functions that will directly connect to our db2 database. To make things easier for you, we will be using ibm-dbi, which communicates with ibm-db and gives us an easy interface to interact with our data and import our data as a pandas dataframe.
+
+
+## 3. Establishing a Connection
+
+We now need to establish a connection to our Db2 instance which will be used to store our data for this notebook. For this demo we used Db2 on Cloud, however, any Db2 instance will work.
+
+In order to create a connection with our Db2 instance, we need to aquire the service credentials. For Db2 on Cloud, this can be found on your IBM Cloud account.
+
+
+
+On our IBM Cloud account, if you search your Db2 instance name and head to the `Service Crendtials` tab, you will see the credentials that can be used to connect to your instance. If there isn't one that exits, click the `New Credentials` button to create one.
+
+Now that we have our credentials, lets head back to our notebook and input that information.
+
+
+
+Make sure to input the correct credential values to the corresponding label. If you have successfully connected to your Db2 instance, you will see the success message at the bottom of the picture, if not, and error message will pop up.
+
+***NOTE: YOU WILL ALSO NEED THE SCHEMA NAME TO CREATE THE TABLE. MAKE SURE YOU ALSO INPUT THAT INFORMATION IN THE `SCHEMA_NAME` LINE***
+
+## 4. Creating a Table
+
+We will now be creating a table to store our data. The data we will be using is the `House_Value` dataset that can be found in the `data` folder. When we create our table using SQL, notice how `BLDGTYPE` and `HOUSESTYLE` have type `BLOB`, while the other columns have normal data types. By stating a specific column to be type `BLOB`, we are telling our DBMS that these columns will hold JSON documents. This is the first step in creating a table that has the capability of storing normal data and JSON data.
+
+
+
+## 5. Inserting Data
+
+Now that our table has been created, we can now add data to it. As mentioned before, the data we will be using is the `House_Value` dataset that can be found in the `data` folder.
+
+
+
+As you can see in the picture, as we go through each row extracting data from each column, we are creating one big SQL statement that will be executed. Most importantly, `BLDGTYPE` and `HOUSESTYLE` data is being wrapped into a JSON document. This is because we specified in our `INSERT` statement that both of these columns will store JSON data. We will also need to make a system call - `SYSTOOLS.JSON2BSON()` - which will convert our data in [BSON](https://en.wikipedia.org/wiki/BSON). This new BSON is what is going to be stored in our database, thereby increasing efficiency.
+
+
+## 6. Retrieving Data
+
+When trying to extract JSON data from our database we will be using the system call - `SYSTOOLS.BSON2JSON()`. Since we stored our data as BSON, we need to convert it back to JSON so that we are able to understand what we stored. In the picture below, you can see the system call in action as well as how the JSON object appears in the table when we print the result of our SQL statement.
+
+
+
+However, sometimes you may only want to retrieve a certain attribute within the JSON object instead of the entire object. For this purpose, we will have to use the system call `JSON_VAL()`. This will give us the specific attribute/value that we specify in the JSON object.
+
+
+
+## License
+
+This code pattern is licensed under the Apache License, Version 2. Separate third-party code objects invoked within this code pattern are licensed by their respective providers pursuant to their own separate licenses. Contributions are subject to the [Developer Certificate of Origin, Version 1.1](https://developercertificate.org/) and the [Apache License, Version 2](https://www.apache.org/licenses/LICENSE-2.0.txt).
+
+[Apache License FAQ](https://www.apache.org/foundation/license-faq.html#WhatDoesItMEAN)
+
+
+
diff --git a/db2_with_json/data/home-sales-training-data.csv b/db2_with_json/data/home-sales-training-data.csv
new file mode 100644
index 0000000..bc24404
--- /dev/null
+++ b/db2_with_json/data/home-sales-training-data.csv
@@ -0,0 +1,1461 @@
+ID,LOTAREA,BLDGTYPE,HOUSESTYLE,OVERALLCOND,YEARBUILT,ROOFSTYLE,EXTERCOND,FOUNDATION,BSMTCOND,HEATING,HEATINGQC,CENTRALAIR,ELECTRICAL,FULLBATH,HALFBATH,BEDROOMABVGR,KITCHENABVGR,KITCHENQUAL,TOTRMSABVGRD,FIREPLACES,FIREPLACEQU,GARAGETYPE,GARAGEFINISH,GARAGECARS,GARAGECOND,POOLAREA,POOLQC,FENCE,MOSOLD,YRSOLD,SALEPRICE
+1,8450,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2008,208500
+2,9600,1Fam,1Story,8,1976,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2007,181500
+3,11250,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,9,2008,223500
+4,9550,1Fam,2Story,5,1915,Gable,TA,BrkTil,Gd,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,7,1,Gd,Detchd,Unf,3,TA,0,NA,NA,2,2006,140000
+5,14260,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,RFn,3,TA,0,NA,NA,12,2008,250000
+6,14115,1Fam,1.5Fin,5,1993,Gable,TA,Wood,TA,GasA,Ex,Y,SBrkr,1,1,1,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,10,2009,143000
+7,10084,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2007,307000
+8,10382,1Fam,2Story,6,1973,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,2,TA,Attchd,RFn,2,TA,0,NA,NA,11,2009,200000
+9,6120,1Fam,1.5Fin,5,1931,Gable,TA,BrkTil,TA,GasA,Gd,Y,FuseF,2,0,2,2,TA,8,2,TA,Detchd,Unf,2,TA,0,NA,NA,4,2008,129900
+10,7420,2fmCon,1.5Unf,6,1939,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,2,TA,5,2,TA,Attchd,RFn,1,TA,0,NA,NA,1,2008,118000
+11,11200,1Fam,1Story,5,1965,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,2,2008,129500
+12,11924,1Fam,2Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,0,4,1,Ex,11,2,Gd,BuiltIn,Fin,3,TA,0,NA,NA,7,2006,345000
+13,12968,1Fam,1Story,6,1962,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,9,2008,144000
+14,10652,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,8,2007,279500
+15,10920,1Fam,1Story,5,1960,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,1,Fa,Attchd,RFn,1,TA,0,NA,GdWo,5,2008,157000
+16,6120,1Fam,1.5Unf,8,1929,Gable,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,7,2007,132000
+17,11241,1Fam,1Story,7,1970,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2010,149000
+18,10791,Duplex,1Story,5,1967,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,2,2,TA,6,0,NA,CarPort,Unf,2,TA,0,NA,NA,10,2006,90000
+19,13695,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2008,159000
+20,7560,1Fam,1Story,6,1958,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,5,2009,139000
+21,14215,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,9,1,Gd,BuiltIn,RFn,3,TA,0,NA,NA,11,2006,325300
+22,7449,1Fam,1.5Unf,7,1930,Gable,TA,PConc,TA,GasA,Ex,Y,FuseF,1,0,3,1,Gd,6,1,Gd,Attchd,Unf,1,TA,0,NA,GdPrv,6,2007,139400
+23,9742,1Fam,1Story,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,9,2008,230000
+24,4224,TwnhsE,1Story,7,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2007,129900
+25,8246,1Fam,1Story,8,1968,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,1,TA,Attchd,Unf,1,TA,0,NA,MnPrv,5,2010,154000
+26,14230,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,7,2009,256300
+27,7200,1Fam,1Story,7,1951,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2010,134800
+28,11478,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,5,2010,306000
+29,16321,1Fam,1Story,6,1957,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,2,Gd,Attchd,RFn,1,TA,0,NA,NA,12,2006,207500
+30,6324,1Fam,1Story,6,1927,Gable,TA,BrkTil,TA,GasA,Fa,N,SBrkr,1,0,1,1,Fa,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2008,68500
+31,8500,1Fam,2Story,4,1920,Gambrel,Fa,BrkTil,TA,GasA,TA,N,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,Fa,0,NA,MnPrv,7,2008,40000
+32,8544,1Fam,1Story,6,1966,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,Gd,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,6,2008,149350
+33,11049,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,1,2008,179900
+34,10552,1Fam,1Story,5,1959,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,4,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2010,165500
+35,7313,TwnhsE,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,8,2007,277500
+36,13418,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,9,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,9,2006,309000
+37,10859,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2009,145000
+38,8532,1Fam,1Story,6,1954,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,1,TA,Attchd,Fin,2,TA,0,NA,NA,10,2009,153000
+39,7922,1Fam,1Story,7,1953,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,1,2010,109000
+40,6040,Duplex,1Story,5,1955,Gable,TA,PConc,NA,GasA,TA,N,FuseP,2,0,2,2,Fa,6,0,NA,NA,NA,0,NA,0,NA,NA,6,2008,82000
+41,8658,1Fam,1Story,5,1965,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,GdWo,12,2006,160000
+42,16905,1Fam,1Story,6,1959,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,2,1,TA,5,2,Gd,Attchd,RFn,1,TA,0,NA,NA,7,2007,170000
+43,9180,1Fam,SFoyer,7,1983,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,5,0,NA,Attchd,RFn,2,Gd,0,NA,MnPrv,12,2007,144000
+44,9200,1Fam,1Story,6,1975,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2008,130250
+45,7945,1Fam,1Story,6,1959,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,5,2006,141000
+46,7658,TwnhsE,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,2,2010,319900
+47,12822,1Fam,1.5Fin,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Gd,6,1,Ex,Attchd,RFn,2,TA,0,NA,NA,8,2009,239686
+48,11096,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,7,2007,249700
+49,4456,2fmCon,2Story,5,1920,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,2,3,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,6,2009,113000
+50,7742,1Fam,1Story,7,1966,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,1,2007,127000
+51,13869,1Fam,2Story,6,1997,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2007,177000
+52,6240,1Fam,1.5Fin,6,1934,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Detchd,Unf,2,TA,0,NA,MnPrv,9,2006,114500
+53,8472,Duplex,1Story,5,1963,Gable,TA,CBlock,TA,GasA,TA,N,SBrkr,1,0,2,1,TA,5,0,NA,CarPort,Unf,2,TA,0,NA,NA,5,2010,110000
+54,50271,1Fam,1Story,5,1981,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,0,1,0,1,Gd,5,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2006,385000
+55,7134,1Fam,SLvl,5,1955,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Detchd,Unf,2,TA,0,NA,MnPrv,2,2007,130000
+56,10175,1Fam,1Story,5,1964,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2008,180500
+57,2645,Twnhs,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2009,172500
+58,11645,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2006,196500
+59,13682,1Fam,2Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,3,1,Gd,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,10,2006,438780
+60,7200,1Fam,1Story,7,1972,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,1,2008,124900
+61,13072,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2006,158000
+62,7200,1Fam,2.5Unf,7,1920,Gable,TA,BrkTil,Fa,GasA,TA,N,SBrkr,1,0,3,1,Fa,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,3,2007,101000
+63,6442,TwnhsE,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,10,2007,202500
+64,10300,1Fam,2Story,6,1921,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,9,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,4,2010,140000
+65,9375,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,GdPrv,2,2009,219500
+66,9591,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,BuiltIn,RFn,3,TA,0,NA,NA,10,2007,317000
+67,19900,1Fam,1Story,5,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2010,180000
+68,10665,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2007,226000
+69,4608,1Fam,1Story,6,1945,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2010,80000
+70,15593,1Fam,1.5Fin,4,1953,Gable,TA,CBlock,TA,GasW,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2006,225000
+71,13651,1Fam,1Story,6,1973,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,8,2,Gd,Attchd,Fin,2,TA,0,NA,NA,2,2007,244000
+72,7599,1Fam,1Story,6,1982,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2007,129500
+73,10141,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,12,2009,185000
+74,10200,1Fam,1Story,7,1954,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,5,2010,144900
+75,5790,1Fam,2Story,6,1915,Gambrel,Gd,CBlock,TA,GasA,Gd,N,SBrkr,2,0,3,2,TA,8,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2010,107400
+76,1596,Twnhs,SLvl,5,1973,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,BuiltIn,Unf,1,TA,0,NA,GdWo,11,2009,91000
+77,8475,1Fam,1Story,7,1956,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2008,135750
+78,8635,1Fam,1.5Fin,5,1948,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,1,2008,127000
+79,10778,Duplex,1Story,5,1968,Hip,TA,CBlock,TA,GasA,TA,N,SBrkr,2,0,4,2,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,4,2010,136500
+80,10440,1Fam,2Story,6,1910,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,5,2009,110000
+81,13000,1Fam,2Story,6,1968,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,Attchd,Fin,1,TA,0,NA,NA,6,2009,193500
+82,4500,TwnhsE,1Story,5,1998,Hip,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,3,2006,153500
+83,10206,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,RFn,3,TA,0,NA,NA,10,2008,245000
+84,8892,1Fam,1Story,5,1960,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,126500
+85,8530,1Fam,SLvl,5,1995,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,5,2009,168500
+86,16059,1Fam,2Story,5,1991,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,Unf,2,TA,0,NA,NA,4,2006,260000
+87,11911,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,3,2009,174000
+88,3951,TwnhsE,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,6,2009,164500
+89,8470,1Fam,1.5Fin,2,1915,Hip,Fa,CBlock,Fa,GasA,TA,N,SBrkr,1,0,2,1,Fa,6,0,NA,NA,NA,0,NA,0,NA,MnPrv,10,2009,85000
+90,8070,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,8,2007,123600
+91,7200,1Fam,1Story,5,1950,Gable,TA,Slab,NA,GasA,TA,Y,FuseA,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,109900
+92,8500,1Fam,1Story,3,1961,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,12,2006,98600
+93,13360,1Fam,1Story,7,1921,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,8,2009,163500
+94,7200,2fmCon,2.5Unf,6,1910,Hip,TA,BrkTil,Fa,GasW,Ex,N,SBrkr,2,0,4,2,TA,9,1,Gd,Detchd,Unf,2,TA,0,NA,NA,11,2007,133900
+95,9337,1Fam,2Story,5,1997,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2007,204750
+96,9765,1Fam,2Story,8,1993,Gable,Gd,PConc,Gd,GasA,Gd,Y,SBrkr,2,1,3,1,TA,6,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,4,2009,185000
+97,10264,1Fam,1Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2006,214000
+98,10921,1Fam,1Story,5,1965,Hip,TA,CBlock,TA,GasA,TA,Y,FuseF,1,0,3,1,TA,6,0,NA,Attchd,Fin,1,TA,0,NA,NA,5,2007,94750
+99,10625,1Fam,1Story,5,1920,Gable,TA,BrkTil,TA,GasA,Fa,N,SBrkr,1,0,2,1,TA,5,0,NA,Basment,Unf,1,TA,0,NA,NA,5,2010,83000
+100,9320,1Fam,1Story,5,1959,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,1,2010,128950
+101,10603,1Fam,1Story,7,1977,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,2,TA,Attchd,RFn,2,TA,0,NA,NA,2,2010,205000
+102,9206,1Fam,2Story,5,1985,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2010,178000
+103,7018,Duplex,1Story,5,1979,Gable,Fa,Slab,NA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2009,118964
+104,10402,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,3,TA,0,NA,NA,5,2010,198900
+105,7758,1Fam,1.5Fin,4,1931,Gable,Fa,PConc,TA,GasA,Ex,Y,FuseF,1,1,4,1,TA,7,2,TA,Detchd,Unf,1,TA,0,NA,NA,6,2007,169500
+106,9375,1Fam,2Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2008,250000
+107,10800,1Fam,1Story,7,1885,Mansard,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,Fa,0,NA,NA,8,2007,100000
+108,6000,1Fam,1Story,5,1948,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2008,115000
+109,8500,1Fam,1.5Fin,7,1919,Gable,TA,CBlock,TA,GasW,TA,N,FuseF,2,0,3,1,Fa,7,0,NA,NA,NA,0,NA,0,NA,NA,8,2007,115000
+110,11751,1Fam,1Story,6,1977,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,1,2010,190000
+111,9525,1Fam,1.5Fin,4,1954,Gable,TA,CBlock,Fa,GasA,Gd,Y,SBrkr,2,0,4,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,NA,10,2006,136900
+112,7750,1Fam,SLvl,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,4,2010,180000
+113,9965,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,10,2007,383970
+114,21000,1Fam,1Story,5,1953,Hip,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,7,2,Gd,Basment,Unf,2,TA,0,NA,MnPrv,10,2007,217000
+115,7259,1Fam,2Story,8,1945,Gambrel,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,TA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2007,259500
+116,3230,TwnhsE,2Story,5,1999,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,2,1,TA,5,1,Fa,Detchd,Unf,2,TA,0,NA,NA,6,2007,176000
+117,11616,1Fam,1Story,5,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Po,Attchd,Unf,1,TA,0,NA,NA,9,2009,139000
+118,8536,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,1,2,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,4,2007,155000
+119,12376,1Fam,2Story,5,1990,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,3,0,5,1,Gd,11,2,TA,Attchd,Unf,3,TA,0,NA,NA,5,2010,320000
+120,8461,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2006,163990
+121,21453,1Fam,SLvl,5,1969,Flat,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,TA,4,2,TA,Attchd,Unf,2,TA,0,NA,NA,10,2006,180000
+122,6060,1Fam,1.5Fin,5,1939,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,6,2007,100000
+123,9464,1Fam,1Story,7,1958,Hip,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2008,136000
+124,7892,TwnhsE,1Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2008,153900
+125,17043,1Fam,1Story,5,1979,Gable,Gd,CBlock,Fa,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,1,2009,181000
+126,6780,2fmCon,1.5Fin,8,1935,Gable,Fa,CBlock,TA,GasA,Gd,N,SBrkr,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,6,2006,84500
+127,4928,TwnhsE,1Story,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,2,2007,128000
+128,4388,1Fam,1.5Unf,7,1930,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,TA,NA,NA,0,NA,0,NA,NA,6,2007,87000
+129,7590,1Fam,2Story,5,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,Fa,Attchd,RFn,2,TA,0,NA,NA,7,2006,155000
+130,8973,1Fam,1Story,7,1958,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,1,3,1,Ex,6,0,NA,2Types,RFn,2,TA,0,NA,MnWw,7,2006,150000
+131,14200,1Fam,2Story,6,1966,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,2,Gd,Attchd,Fin,2,TA,0,NA,GdPrv,5,2006,226000
+132,12224,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,BuiltIn,RFn,2,TA,0,NA,NA,7,2009,244000
+133,7388,1Fam,1Story,6,1959,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,150750
+134,6853,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2009,220000
+135,10335,1Fam,1Story,6,1968,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,7,2006,180000
+136,10400,1Fam,1Story,6,1970,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Attchd,Unf,2,TA,0,NA,MnPrv,5,2008,174000
+137,10355,1Fam,1Story,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,5,1,Fa,Attchd,RFn,1,TA,0,NA,NA,7,2007,143000
+138,11070,Duplex,1Story,5,1988,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,3,0,5,2,TA,9,0,NA,2Types,Unf,3,TA,0,NA,NA,7,2006,171000
+139,9066,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,2,TA,Attchd,Fin,3,TA,0,NA,GdPrv,12,2008,230000
+140,15426,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,8,2009,231500
+141,10500,1Fam,1Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Po,NA,NA,0,NA,0,NA,NA,4,2010,115000
+142,11645,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,1,2006,260000
+143,8520,1Fam,1.5Fin,4,1952,Gable,Fa,CBlock,TA,GasA,Fa,Y,SBrkr,2,0,4,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,6,2010,166000
+144,10335,1Fam,1Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2009,204000
+145,9100,Duplex,1Story,5,1963,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,6,2,TA,10,0,NA,Detchd,Unf,2,TA,0,NA,NA,11,2006,125000
+146,2522,Twnhs,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,130000
+147,6120,1Fam,1Story,7,1931,Gable,TA,BrkTil,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,11,2009,105000
+148,9505,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,5,2010,222500
+149,7500,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,NA,NA,0,NA,0,NA,NA,4,2008,141000
+150,6240,1Fam,1.5Fin,4,1936,Gable,TA,BrkTil,TA,GasA,Gd,Y,FuseA,1,0,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2006,115000
+151,10356,1Fam,1Story,6,1975,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,1,2007,122000
+152,13891,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,3,TA,0,NA,NA,1,2008,372402
+153,14803,1Fam,2Story,5,1971,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,4,1,TA,8,1,Gd,Attchd,RFn,2,TA,0,NA,GdWo,6,2006,190000
+154,13500,1Fam,1Story,7,1960,Flat,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,1,1,TA,4,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2008,235000
+155,11340,1Fam,1Story,5,1923,Gable,TA,BrkTil,TA,GasA,TA,Y,FuseA,1,0,4,1,TA,7,0,NA,Detchd,Unf,1,Fa,0,NA,NA,3,2006,125000
+156,9600,1Fam,1.5Fin,5,1924,Gable,TA,BrkTil,TA,Grav,Fa,N,FuseF,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,4,2008,79000
+157,7200,1Fam,1Story,7,1950,Hip,TA,CBlock,NA,GasA,TA,Y,FuseF,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2006,109500
+158,12003,1Fam,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,8,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,5,2010,269500
+159,12552,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,GdWo,5,2010,254900
+160,19378,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2006,320000
+161,11120,1Fam,1Story,6,1984,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2008,162500
+162,13688,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,10,2,Gd,BuiltIn,Fin,3,TA,0,NA,NA,3,2008,412500
+163,12182,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,5,2010,220000
+164,5500,1Fam,1.5Unf,6,1956,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,TA,4,0,NA,NA,NA,0,NA,0,NA,MnPrv,4,2007,103200
+165,5400,1Fam,1Story,7,1926,Gable,Gd,BrkTil,TA,GasA,Gd,Y,FuseA,2,0,3,1,Gd,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,10,2007,152000
+166,10106,2fmCon,1.5Fin,7,1940,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,4,2,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,9,2008,127500
+167,10708,1Fam,1Story,5,1955,Hip,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,7,3,Gd,Attchd,Fin,1,TA,0,NA,GdWo,11,2009,190000
+168,10562,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2007,325624
+169,8244,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2007,183500
+170,16669,1Fam,1Story,6,1981,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,2,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,1,2006,228000
+171,12358,1Fam,1.5Fin,6,1941,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2007,128500
+172,31770,1Fam,1Story,5,1960,Hip,TA,CBlock,Gd,GasA,Fa,Y,SBrkr,1,0,3,1,TA,7,2,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2010,215000
+173,5306,TwnhsE,2Story,7,1987,Gable,Gd,PConc,Gd,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2006,239000
+174,10197,1Fam,1Story,5,1961,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2008,163000
+175,12416,1Fam,1Story,5,1986,Gable,TA,CBlock,Fa,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,11,2008,184000
+176,12615,1Fam,1Story,7,1950,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,2,0,4,1,Gd,7,1,Gd,Attchd,Unf,2,TA,0,NA,MnPrv,6,2007,243000
+177,10029,1Fam,2Story,5,1988,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,8,1,TA,Attchd,Unf,2,TA,0,NA,NA,9,2007,211000
+178,13650,1Fam,1.5Fin,5,1958,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,8,1,Gd,Attchd,Unf,2,TA,0,NA,NA,7,2006,172500
+179,17423,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,1,1,Ex,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2009,501837
+180,8520,1Fam,1Story,6,1923,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,100000
+181,2117,Twnhs,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,5,1,TA,Detchd,Unf,2,TA,0,NA,NA,6,2007,177000
+182,7588,1Fam,2Story,6,1920,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,4,1,TA,9,1,Gd,Detchd,Unf,1,TA,0,NA,NA,7,2006,200100
+183,9060,1Fam,1Story,6,1957,Hip,TA,PConc,NA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,1,Gd,Attchd,RFn,1,TA,0,NA,MnPrv,6,2007,120000
+184,11426,1Fam,1.5Fin,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2008,200000
+185,7438,1Fam,1.5Fin,8,1908,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,6,2006,127000
+186,22950,1Fam,2.5Fin,9,1892,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,12,2,TA,Detchd,Unf,3,TA,0,NA,GdPrv,6,2006,475000
+187,9947,1Fam,SLvl,5,1990,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Unf,2,TA,0,NA,GdPrv,6,2009,173000
+188,10410,1Fam,1.5Fin,7,1916,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,0,NA,Detchd,Unf,1,Fa,0,NA,MnPrv,8,2009,135000
+189,7018,Duplex,SFoyer,5,1979,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,0,2,2,2,TA,6,2,TA,Detchd,Unf,2,TA,0,NA,NA,6,2009,153337
+190,4923,TwnhsE,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,0,1,Ex,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,8,2008,286000
+191,10570,1Fam,2Story,8,1932,Hip,TA,CBlock,Gd,GasA,TA,Y,SBrkr,2,1,3,1,Gd,10,2,TA,Detchd,Unf,2,TA,0,NA,NA,12,2007,315000
+192,7472,1Fam,2Story,9,1972,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,4,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2007,184000
+193,9017,1Fam,1Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,9,2009,192000
+194,2522,Twnhs,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2006,130000
+195,7180,1Fam,1Story,7,1972,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2008,127000
+196,2280,Twnhs,2Story,6,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,7,2009,148500
+197,9416,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,9,2007,311872
+198,25419,1Fam,2Story,4,1918,Gable,Gd,PConc,TA,GasA,Gd,Y,SBrkr,2,0,4,1,Gd,8,1,Ex,Detchd,Unf,2,TA,512,Ex,GdPrv,3,2006,235000
+199,5520,1Fam,2.5Fin,6,1912,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,5,1,TA,8,0,NA,NA,NA,0,NA,0,NA,MnPrv,7,2009,104000
+200,9591,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,1,2009,274900
+201,8546,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2010,140000
+202,10125,1Fam,1Story,6,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,2,Fa,Detchd,Unf,2,TA,0,NA,MnPrv,2,2008,171500
+203,7000,1Fam,1.5Fin,6,1924,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,2,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2006,112000
+204,4438,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,1,Gd,Attchd,RFn,2,TA,0,NA,NA,1,2008,149000
+205,3500,1Fam,1.5Fin,7,1947,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnWw,4,2009,110000
+206,11851,1Fam,1Story,5,1990,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2009,180500
+207,13673,1Fam,1Story,5,1962,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,8,1,TA,Attchd,RFn,1,TA,0,NA,NA,3,2007,143900
+208,12493,1Fam,1Story,5,1960,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Po,Attchd,RFn,1,TA,0,NA,GdWo,4,2008,141000
+209,14364,1Fam,2Story,5,1988,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,4,2007,277000
+210,8250,1Fam,1Story,7,1964,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,2,Gd,0,NA,MnPrv,7,2008,145000
+211,5604,1Fam,1Story,6,1925,Gable,TA,CBlock,TA,GasA,TA,N,FuseA,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,4,2008,98000
+212,10420,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2010,186000
+213,8640,1Fam,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,7,2009,252678
+214,13568,1Fam,1Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,7,2006,156000
+215,10900,1Fam,2Story,7,1977,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Fin,1,TA,0,NA,MnPrv,3,2010,161750
+216,10011,1Fam,1Story,6,1957,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,Gd,6,1,Fa,Attchd,Unf,1,TA,0,NA,MnPrv,5,2006,134450
+217,8450,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,4,2008,210000
+218,9906,1Fam,2Story,4,1925,Gable,TA,CBlock,TA,GasA,Fa,N,SBrkr,1,0,3,1,TA,8,0,NA,Detchd,Unf,1,TA,0,NA,NA,9,2006,107000
+219,15660,1Fam,1.5Fin,9,1939,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,8,2,TA,Attchd,Unf,2,TA,0,NA,NA,5,2008,311500
+220,3010,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,3,2006,167240
+221,8990,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2006,204900
+222,8068,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,BuiltIn,RFn,2,TA,0,NA,NA,12,2009,200000
+223,11475,1Fam,2Story,6,1975,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,2,2006,179900
+224,10500,1Fam,1Story,6,1971,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2009,97000
+225,13472,1Fam,1Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Ex,Attchd,Fin,3,TA,0,NA,NA,6,2009,386250
+226,1680,Twnhs,2Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2009,112000
+227,9950,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,RFn,3,TA,0,NA,NA,6,2007,290000
+228,1869,Twnhs,2Story,6,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,9,2008,106000
+229,8521,1Fam,1Story,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Fa,Detchd,Unf,1,TA,0,NA,MnPrv,5,2010,125000
+230,3182,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2009,192500
+231,8760,1Fam,1Story,6,1959,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,4,2010,148000
+232,15138,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,9,1,TA,Attchd,Fin,3,TA,0,NA,NA,7,2009,403000
+233,1680,Twnhs,2Story,5,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,1,Po,Attchd,Unf,1,TA,0,NA,NA,6,2006,94500
+234,10650,1Fam,1Story,6,1976,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,2,2010,128200
+235,7851,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,2,TA,BuiltIn,Fin,2,TA,0,NA,NA,5,2010,216500
+236,1680,TwnhsE,2Story,3,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2008,89500
+237,8773,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2010,185500
+238,9453,1Fam,2Story,7,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2010,194500
+239,12030,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Fin,3,TA,0,NA,NA,12,2007,318000
+240,8741,1Fam,1.5Fin,4,1945,Gable,TA,CBlock,Fa,GasA,TA,Y,FuseA,1,1,3,1,TA,7,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,4,2010,113000
+241,9000,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2010,262500
+242,3880,1Fam,1Story,9,1945,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,4,0,NA,NA,NA,0,NA,0,NA,NA,8,2007,110500
+243,5000,1Fam,1.5Fin,4,1900,Gable,TA,BrkTil,TA,GasA,Gd,N,FuseA,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2006,79000
+244,10762,TwnhsE,2Story,6,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,RFn,1,TA,0,NA,NA,4,2009,120000
+245,8880,1Fam,2Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,2,Fa,Attchd,RFn,2,TA,0,NA,NA,5,2010,205000
+246,10400,1Fam,1Story,5,1988,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2006,241500
+247,9142,2fmCon,2Story,8,1910,Gable,Fa,Stone,TA,GasA,Gd,N,FuseP,2,0,4,2,Fa,9,0,NA,Detchd,Unf,1,Po,0,NA,NA,4,2006,137000
+248,11310,1Fam,1Story,5,1954,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2006,140000
+249,11317,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2007,180000
+250,159000,1Fam,1.5Fin,7,1958,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,4,1,Gd,7,2,TA,Attchd,Fin,2,TA,0,NA,NA,6,2007,277000
+251,5350,1Fam,1Story,2,1940,Gable,Po,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Fa,6,0,NA,NA,NA,0,NA,0,NA,GdWo,5,2010,76500
+252,4750,TwnhsE,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,12,2007,235000
+253,8366,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,12,2008,173000
+254,9350,1Fam,SLvl,7,1964,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,10,2007,158000
+255,8400,1Fam,1Story,6,1957,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,NA,6,2010,145000
+256,8738,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,2,2006,230000
+257,8791,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2008,207500
+258,8814,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2009,220000
+259,12435,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2008,231500
+260,12702,1Fam,1Story,5,1956,Gable,TA,PConc,NA,GasA,Gd,Y,FuseA,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,12,2008,97000
+261,19296,1Fam,SLvl,5,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,GdWo,5,2009,176000
+262,9588,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,11,2007,276000
+263,8471,1Fam,SLvl,7,1977,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,GdWo,7,2006,151000
+264,5500,1Fam,1.5Fin,7,1929,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2010,130000
+265,5232,1Fam,1Story,5,1925,Gable,TA,BrkTil,TA,GasA,Gd,N,FuseP,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2008,73000
+266,12090,1Fam,1Story,6,1981,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,GdPrv,6,2008,175500
+267,11207,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2006,185000
+268,8400,1Fam,2.5Fin,8,1939,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,Detchd,Unf,1,TA,0,NA,NA,7,2008,179500
+269,6900,1Fam,1Story,6,1940,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,1,Gd,Detchd,Fin,1,Ex,0,NA,NA,2,2008,120500
+270,7917,1Fam,1Story,7,1976,Hip,Gd,CBlock,Gd,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,Fa,Attchd,RFn,1,Gd,0,NA,GdPrv,5,2007,148000
+271,10728,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,8,2006,266000
+272,39104,1Fam,1Story,7,1954,Flat,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,2,TA,Attchd,Unf,2,TA,0,NA,NA,4,2008,241500
+273,11764,1Fam,2Story,7,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,4,2010,290000
+274,9600,1Fam,1Story,6,1958,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,1,Gd,Attchd,RFn,1,TA,0,NA,MnPrv,4,2009,139000
+275,8314,1Fam,1Story,7,1982,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2007,124500
+276,7264,1Fam,1.5Fin,7,1925,Gable,Gd,BrkTil,TA,GasW,Gd,N,SBrkr,2,1,3,1,Ex,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2009,205000
+277,9196,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,4,2010,201000
+278,19138,1Fam,1Story,5,1951,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2010,141000
+279,14450,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Ex,Attchd,Fin,3,TA,0,NA,NA,5,2007,415298
+280,10005,1Fam,2Story,5,1977,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2008,192000
+281,11287,1Fam,2Story,6,1989,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,1,2007,228500
+282,7200,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,5,2006,185000
+283,5063,Twnhs,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2009,207500
+284,9612,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,Fin,3,TA,0,NA,NA,12,2009,244600
+285,8012,TwnhsE,1Story,5,1992,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2007,179200
+286,4251,TwnhsE,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,5,0,NA,Detchd,RFn,2,TA,0,NA,NA,6,2007,164700
+287,9786,1Fam,1.5Fin,7,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,GdPrv,6,2006,159000
+288,8125,1Fam,1Story,4,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,6,2006,88000
+289,9819,1Fam,1Story,5,1967,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,2,2010,122000
+290,8730,1Fam,2Story,7,1915,Gable,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2007,153575
+291,15611,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2006,233230
+292,5687,2fmCon,2Story,6,1912,Gable,Fa,PConc,Fa,GasA,Ex,N,SBrkr,2,0,6,1,Fa,9,0,NA,NA,NA,0,NA,0,NA,NA,3,2008,135900
+293,11409,1Fam,1.5Fin,4,1949,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,8,1,Gd,Attchd,Unf,1,TA,0,NA,NA,1,2009,131000
+294,16659,1Fam,2Story,7,1977,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,2,1,3,1,Gd,9,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2006,235000
+295,9600,1Fam,1Story,5,1953,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,7,2,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2009,167000
+296,7937,1Fam,SLvl,6,1984,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,3,2006,142500
+297,13710,1Fam,1.5Fin,5,1950,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,1,4,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,6,2007,152000
+298,7399,1Fam,2Story,5,1997,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Detchd,RFn,2,TA,0,NA,NA,6,2007,239000
+299,11700,1Fam,2Story,6,1968,Mansard,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,2,3,1,TA,7,1,Gd,Attchd,Unf,2,TA,0,NA,NA,6,2007,175000
+300,14000,1Fam,1Story,8,1950,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,1,Gd,Attchd,Unf,1,TA,0,NA,GdPrv,8,2009,158500
+301,15750,2fmCon,1Story,5,1953,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,2,Gd,Attchd,Unf,1,TA,0,NA,NA,6,2006,157000
+302,16226,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,5,2007,267000
+303,13704,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,RFn,3,TA,0,NA,NA,1,2006,205000
+304,9800,1Fam,1Story,7,1972,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,7,2006,149900
+305,18386,1Fam,2.5Fin,9,1880,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,3,0,3,1,Gd,10,1,Ex,Attchd,Unf,3,TA,0,NA,NA,5,2008,295000
+306,10386,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,0,NA,Attchd,Fin,3,TA,0,NA,NA,7,2007,305900
+307,13474,1Fam,2Story,5,1990,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,RFn,3,TA,0,NA,NA,6,2007,225000
+308,7920,1Fam,1.5Fin,7,1920,Gable,Fa,CBlock,TA,GasA,TA,Y,FuseA,1,0,3,1,Fa,6,0,NA,NA,NA,0,NA,0,NA,MnPrv,3,2008,89500
+309,12342,1Fam,1Story,5,1940,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2009,82500
+310,12378,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,3,Ex,Attchd,Fin,3,TA,0,NA,NA,11,2006,360000
+311,7685,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2006,165600
+312,8000,1Fam,1Story,6,1948,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,NA,5,2009,132000
+313,7800,2fmCon,1.5Fin,7,1939,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Gd,Detchd,Unf,2,TA,0,NA,MnPrv,5,2006,119900
+314,215245,1Fam,1Story,5,1965,Hip,TA,CBlock,TA,GasW,TA,Y,SBrkr,2,0,3,1,TA,8,2,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2009,375000
+315,9600,1Fam,2Story,7,1925,Gable,TA,BrkTil,Gd,GasA,Ex,Y,SBrkr,1,1,3,1,Ex,6,1,Gd,Detchd,Unf,2,TA,0,NA,NA,8,2006,178000
+316,7795,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2009,188500
+317,13005,1Fam,2Story,7,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,Ex,10,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,8,2009,260000
+318,9000,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,12,2007,270000
+319,9900,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,RFn,3,TA,0,NA,NA,4,2009,260000
+320,14115,1Fam,SLvl,5,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,2,TA,Attchd,Unf,2,TA,0,NA,NA,6,2009,187500
+321,16259,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,9,0,NA,Attchd,RFn,3,TA,0,NA,NA,9,2006,342643
+322,12099,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,6,2007,354000
+323,10380,1Fam,2Story,5,1986,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,MnPrv,8,2007,301000
+324,5820,1Fam,1Story,8,1955,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,7,2006,126175
+325,11275,1Fam,SLvl,7,1967,Mansard,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,5,1,Gd,11,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,6,2010,242000
+326,5000,1Fam,1.5Unf,6,1941,Gable,TA,CBlock,TA,GasA,Po,N,FuseF,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,12,2007,87000
+327,10846,TwnhsE,1Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Gd,6,2,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2008,324000
+328,11600,1Fam,1Story,5,1960,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,0,NA,Attchd,RFn,1,TA,0,NA,NA,4,2006,145250
+329,11888,1Fam,2.5Unf,6,1916,Gable,TA,BrkTil,TA,GasA,Gd,N,FuseA,2,0,5,1,Gd,10,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,214500
+330,6402,1Fam,2Story,5,1920,Gable,TA,PConc,TA,GasA,TA,N,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,Fa,0,NA,GdWo,7,2009,78000
+331,10624,Duplex,1Story,4,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,6,2,TA,10,0,NA,Detchd,Unf,1,TA,0,NA,NA,11,2007,119000
+332,8176,1Fam,1Story,6,1958,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,8,2007,139000
+333,10655,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,10,2009,284000
+334,8198,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2008,207000
+335,9042,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,2,TA,Attchd,Fin,2,TA,0,NA,NA,7,2008,192000
+336,164660,2fmCon,1.5Fin,6,1965,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,7,2,Gd,Attchd,Fin,2,TA,0,NA,NA,8,2008,228950
+337,14157,1Fam,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2007,377426
+338,9135,1Fam,1Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,12,2008,214000
+339,14145,1Fam,1Story,7,1984,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2006,202500
+340,12400,1Fam,1Story,7,1958,Hip,TA,CBlock,Fa,GasA,TA,Y,FuseA,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2009,155000
+341,14191,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,0,NA,Attchd,Fin,2,TA,0,NA,NA,4,2010,202900
+342,8400,1Fam,1Story,4,1950,Gable,Fa,CBlock,Fa,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,CarPort,Unf,1,TA,0,NA,NA,9,2009,82000
+343,8544,Duplex,1Story,4,1949,Gable,TA,Slab,NA,Wall,Fa,N,FuseA,2,0,2,2,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2006,87500
+344,8849,TwnhsE,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Ex,Attchd,RFn,2,TA,0,NA,NA,7,2008,266000
+345,2592,TwnhsE,2Story,3,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2010,85000
+346,6435,1Fam,1.5Fin,5,1939,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Fa,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,10,2006,140200
+347,12772,1Fam,1Story,8,1960,Hip,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,NA,4,2007,151500
+348,17600,1Fam,1Story,5,1960,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,2,0,3,1,TA,6,2,Gd,Attchd,Unf,2,TA,0,NA,NA,12,2009,157500
+349,2448,Twnhs,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,6,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,10,2008,154000
+350,20431,1Fam,2Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,10,2,Ex,Attchd,Fin,3,TA,0,NA,NA,4,2006,437154
+351,7820,TwnhsE,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,12,2007,318061
+352,5271,1Fam,1Story,5,1986,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,1,2,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,12,2006,190000
+353,9084,1Fam,1.5Fin,6,1941,Gable,TA,CBlock,Fa,GasA,TA,N,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,Fa,0,NA,NA,3,2008,95000
+354,8520,1Fam,1Story,8,1928,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2010,105900
+355,8400,1Fam,1.5Fin,5,1940,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,2,Gd,Attchd,Unf,1,TA,0,NA,NA,6,2006,140000
+356,11249,1Fam,1Story,5,1995,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2007,177500
+357,9248,1Fam,1Story,6,1992,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2009,173000
+358,4224,TwnhsE,1Story,5,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,Po,Attchd,Fin,2,TA,0,NA,MnPrv,8,2007,134000
+359,6930,1Fam,SLvl,4,1958,Hip,TA,CBlock,TA,GasA,Ex,Y,FuseF,1,0,3,1,Gd,6,0,NA,BuiltIn,Unf,1,TA,0,NA,NA,7,2006,130000
+360,12011,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2006,280000
+361,7540,1Fam,SFoyer,6,1978,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,6,2007,156000
+362,9144,1Fam,1.5Fin,5,1940,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,8,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2008,145000
+363,7301,1Fam,SFoyer,5,2003,Gable,TA,Slab,NA,GasA,Ex,Y,SBrkr,3,0,4,1,Gd,7,1,Ex,BuiltIn,RFn,2,TA,0,NA,NA,7,2009,198500
+364,1680,Twnhs,2Story,8,1972,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,2,1,Gd,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2009,118000
+365,18800,1Fam,2Story,5,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2006,190000
+366,10690,1Fam,2Story,7,1920,Hip,Gd,CBlock,Fa,GasA,Gd,Y,FuseA,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,Fa,0,NA,NA,7,2009,147000
+367,9500,1Fam,1Story,5,1963,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,2,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2009,159000
+368,9150,1Fam,SLvl,5,1962,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Basment,RFn,1,TA,0,NA,NA,12,2008,165000
+369,7800,1Fam,1Story,6,1954,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,7,1,Gd,Attchd,Fin,1,TA,0,NA,NA,3,2010,132000
+370,9830,1Fam,1Story,7,1959,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,7,1,Gd,Detchd,Fin,2,TA,0,NA,NA,3,2010,162000
+371,8121,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,1,2006,172400
+372,17120,1Fam,1.5Fin,4,1959,Gable,TA,CBlock,NA,GasA,TA,Y,SBrkr,2,0,4,1,TA,7,1,Gd,Detchd,Fin,2,TA,0,NA,NA,7,2008,134432
+373,7175,TwnhsE,1Story,5,1984,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,2,2010,125000
+374,10634,1Fam,1Story,6,1953,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,GdWo,11,2009,123000
+375,8200,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,7,2007,219500
+376,10020,1Fam,1Story,1,1922,Gable,Fa,BrkTil,Po,GasA,Gd,N,FuseA,0,1,1,1,Fa,4,0,NA,NA,NA,0,NA,0,NA,NA,3,2009,61000
+377,8846,1Fam,SFoyer,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,148000
+378,11143,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,0,4,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,12,2007,340000
+379,11394,1Fam,1Story,2,2010,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Ex,8,1,Ex,Attchd,Fin,3,TA,0,NA,NA,6,2010,394432
+380,8123,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2009,179000
+381,5000,1Fam,1.5Fin,6,1924,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,5,2010,127000
+382,7200,1Fam,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2006,187750
+383,9245,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2007,213500
+384,9000,1Fam,1.5Unf,3,1928,Gable,TA,BrkTil,Fa,GasA,TA,N,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,Fa,0,NA,NA,10,2009,76000
+385,53107,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,2,Fa,Attchd,Fin,2,TA,0,NA,NA,6,2007,240000
+386,3182,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2010,192000
+387,8410,1Fam,1.5Fin,3,1910,Gambrel,Fa,PConc,TA,GasA,TA,Y,SBrkr,1,0,5,1,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,5,2006,81000
+388,7200,1Fam,SLvl,6,1976,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Fa,Detchd,Unf,1,TA,0,NA,GdWo,10,2009,125000
+389,9382,1Fam,1Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2008,191000
+390,12474,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,9,1,Ex,BuiltIn,Fin,3,TA,0,NA,NA,8,2008,426000
+391,8405,1Fam,1.5Fin,8,1900,Gable,TA,BrkTil,Gd,GasA,Ex,Y,SBrkr,1,0,4,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,4,2008,119000
+392,12209,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,6,2009,215000
+393,8339,1Fam,1Story,7,1959,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,7,2007,106500
+394,7446,1Fam,1Story,5,1941,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,4,2,TA,NA,NA,0,NA,0,NA,GdWo,4,2006,100000
+395,10134,1Fam,1.5Fin,6,1940,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2007,109000
+396,9571,1Fam,1Story,6,1956,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2010,129000
+397,7200,1Fam,1Story,5,1972,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,RFn,2,TA,0,NA,NA,9,2009,123000
+398,7590,1Fam,2Story,5,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,1,TA,8,1,TA,Attchd,RFn,1,TA,0,NA,NA,7,2007,169500
+399,8967,1Fam,1Story,2,1920,Gable,Fa,BrkTil,Po,GasA,Gd,Y,Mix,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,Po,0,NA,NA,11,2007,67000
+400,8125,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,10,2009,241000
+401,14963,TwnhsE,1Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Ex,4,2,Gd,Attchd,Fin,2,TA,0,NA,NA,12,2008,245500
+402,8767,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2006,164990
+403,10200,1Fam,1Story,8,1940,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,GdPrv,8,2008,108000
+404,12090,1Fam,2Story,5,1998,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,10,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,7,2006,258000
+405,10364,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,5,2007,168000
+406,9991,1Fam,1Story,4,1976,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,8,1,TA,Attchd,Unf,2,TA,0,NA,GdWo,6,2009,150000
+407,10480,1Fam,1.5Fin,5,1936,Gable,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,3,2008,115000
+408,15576,1Fam,2Story,7,1915,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,8,0,NA,Attchd,Unf,1,TA,0,NA,NA,3,2008,177000
+409,14154,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,Gd,Attchd,RFn,3,TA,0,NA,NA,8,2007,280000
+410,10800,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,4,2008,339750
+411,9571,1Fam,1Story,3,1958,Gable,Fa,CBlock,Fa,GasA,TA,Y,FuseA,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2009,60000
+412,34650,2fmCon,1Story,5,1955,Hip,TA,CBlock,TA,GasA,TA,N,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,1,2006,145000
+413,4403,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2010,222000
+414,8960,1Fam,1Story,6,1927,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,5,1,Gd,Detchd,Unf,2,TA,0,NA,NA,3,2010,115000
+415,11228,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,TA,Attchd,Unf,3,TA,0,NA,NA,12,2008,228000
+416,8899,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2007,181134
+417,7844,1Fam,2Story,7,1978,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2006,149500
+418,22420,1Fam,2Story,6,1918,Hip,TA,BrkTil,TA,GasW,TA,N,FuseA,2,1,4,1,TA,10,1,Gd,Detchd,Unf,3,TA,0,NA,NA,11,2007,239000
+419,8160,1Fam,1.5Fin,6,1940,Gable,TA,BrkTil,TA,GasA,Fa,N,FuseF,1,1,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2007,126000
+420,8450,1Fam,1Story,6,1968,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Fa,Attchd,Unf,1,TA,0,NA,NA,7,2010,142000
+421,7060,Duplex,SFoyer,5,1997,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,2,TA,8,0,NA,Attchd,Fin,4,TA,0,NA,NA,11,2008,206300
+422,16635,1Fam,1Story,7,1977,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2009,215000
+423,21750,1Fam,1Story,5,1954,Hip,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,4,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2008,113000
+424,9200,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,Fin,3,TA,0,NA,NA,6,2008,315000
+425,9000,1Fam,1Story,5,1956,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,6,1,Gd,Attchd,RFn,1,TA,0,NA,NA,5,2008,139000
+426,3378,1Fam,2Story,8,1946,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,2,Gd,Detchd,Unf,1,TA,0,NA,NA,9,2009,135000
+427,12800,1Fam,SLvl,5,1989,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,Fin,2,TA,0,NA,NA,8,2009,275000
+428,8593,1Fam,1Story,6,1957,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2008,109008
+429,6762,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2007,195400
+430,11457,1Fam,1Story,5,1988,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,3,2009,175000
+431,1680,Twnhs,2Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2008,85400
+432,5586,1Fam,1.5Fin,7,1920,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,4,1,TA,7,0,NA,NA,NA,0,NA,0,NA,MnPrv,9,2008,79900
+433,1920,TwnhsE,2Story,5,1971,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,2,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,8,2007,122500
+434,10839,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2008,181000
+435,1890,Twnhs,SFoyer,7,1972,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,1,1,TA,3,0,NA,NA,NA,0,NA,0,NA,NA,6,2008,81000
+436,10667,1Fam,2Story,6,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2009,212000
+437,4400,1Fam,1.5Fin,8,1920,Gable,TA,BrkTil,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2006,116000
+438,6000,1Fam,1.5Unf,7,1926,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,1,2009,119000
+439,4280,1Fam,1Story,6,1913,Gable,TA,PConc,TA,GasA,TA,N,SBrkr,1,0,2,1,Gd,4,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,3,2007,90350
+440,12354,1Fam,1.5Fin,8,1920,Gable,TA,BrkTil,Fa,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,8,2009,110000
+441,15431,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,10,2,Gd,Attchd,Fin,3,TA,0,NA,NA,4,2009,555000
+442,12108,Duplex,1Story,4,1955,Gable,TA,CBlock,TA,GasA,TA,N,FuseF,2,0,4,2,Fa,8,0,NA,NA,NA,0,NA,0,NA,NA,9,2008,118000
+443,6240,1Fam,1.5Fin,7,1930,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,8,1,Gd,Detchd,Unf,2,TA,0,NA,NA,6,2008,162900
+444,3922,TwnhsE,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,Fin,3,TA,0,NA,NA,6,2007,172500
+445,8750,1Fam,2Story,5,1994,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,Unf,2,TA,0,NA,NA,7,2008,210000
+446,9855,1Fam,1Story,5,1956,Hip,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,0,3,1,TA,7,1,Gd,Attchd,Unf,2,TA,0,NA,MnPrv,11,2009,127500
+447,16492,1Fam,1Story,6,1966,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2010,190000
+448,11214,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,10,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2006,199900
+449,8600,1Fam,1.5Fin,6,1937,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Detchd,Unf,1,TA,0,NA,NA,6,2006,119500
+450,6000,1Fam,1.5Fin,7,1948,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2007,120000
+451,5684,1Fam,1Story,8,1930,Hip,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,0,2,1,Gd,5,0,NA,Detchd,Unf,1,Fa,0,NA,NA,6,2006,110000
+452,70761,1Fam,1Story,5,1975,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,5,2,TA,Attchd,Unf,2,TA,0,NA,NA,12,2006,280000
+453,9303,1Fam,2Story,5,1996,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2007,204000
+454,9000,1Fam,2Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2009,210000
+455,9297,Duplex,1Story,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,188000
+456,9600,1Fam,1Story,6,1973,Hip,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,9,2007,175500
+457,4571,1Fam,2Story,5,1916,Gable,TA,BrkTil,TA,GasA,Fa,N,SBrkr,1,0,4,1,TA,7,0,NA,Detchd,Unf,3,Fa,0,NA,NA,5,2008,98000
+458,53227,1Fam,1Story,6,1954,Flat,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,6,2,Gd,Attchd,Fin,2,TA,0,NA,NA,3,2008,256000
+459,5100,1Fam,2Story,7,1925,Hip,Gd,PConc,TA,GasA,Fa,Y,SBrkr,1,0,3,1,Gd,7,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,6,2008,161000
+460,7015,1Fam,1.5Fin,4,1950,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,Gd,5,1,TA,Detchd,Unf,1,TA,0,NA,NA,7,2009,110000
+461,8004,1Fam,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,0,NA,BuiltIn,Fin,2,TA,0,NA,NA,12,2009,263435
+462,7200,1Fam,2Story,9,1936,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,RFn,2,TA,0,NA,MnPrv,4,2009,155000
+463,8281,1Fam,1Story,5,1965,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,1,Po,Detchd,Unf,1,TA,0,NA,GdWo,12,2009,62383
+464,11988,1Fam,2Story,7,1934,Hip,TA,CBlock,TA,GasA,Fa,Y,FuseA,1,1,3,1,TA,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,8,2008,188700
+465,8430,1Fam,1Story,5,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,8,2009,124000
+466,3072,TwnhsE,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2006,178740
+467,10628,1Fam,1Story,5,1970,Flat,Gd,CBlock,Gd,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,1,Po,Attchd,Unf,2,TA,0,NA,GdWo,4,2007,167000
+468,9480,1Fam,2Story,7,1942,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,7,2,Gd,Attchd,Unf,1,TA,0,NA,NA,6,2007,146500
+469,11428,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,5,2007,250000
+470,9291,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2008,187000
+471,6820,TwnhsE,1Story,5,1985,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,1,1,1,Gd,4,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2010,212000
+472,11952,1Fam,2Story,6,1977,Mansard,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,11,2007,190000
+473,3675,TwnhsE,SLvl,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Basment,RFn,2,TA,0,NA,NA,6,2008,148000
+474,14977,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,Ex,Attchd,RFn,3,TA,0,NA,NA,7,2007,440000
+475,5330,TwnhsE,1Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2007,251000
+476,8480,1Fam,1Story,6,1963,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,132500
+477,13125,1Fam,1Story,5,1997,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2008,208900
+478,13693,1Fam,2Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,9,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,3,2007,380000
+479,10637,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,9,2009,297000
+480,5925,1Fam,1Story,7,1937,Hip,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,3,2007,89471
+481,16033,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,3,2006,326000
+482,11846,1Fam,1Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,Fin,3,TA,0,NA,NA,8,2006,374000
+483,2500,1Fam,2Story,8,1915,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,4,1,Ex,7,1,Gd,Attchd,Unf,1,Fa,0,NA,NA,6,2009,155000
+484,4500,Twnhs,1Story,5,1998,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,5,2006,164000
+485,7758,1Fam,1Story,7,1962,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,3,2007,132500
+486,9600,1Fam,1Story,7,1950,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,5,1,Gd,Attchd,Unf,1,TA,0,NA,NA,7,2009,147000
+487,10289,1Fam,1Story,7,1965,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2007,156000
+488,12243,1Fam,1Story,6,1971,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,2,2007,175000
+489,10800,2fmCon,1.5Fin,4,1900,Gable,Fa,CBlock,Fa,GasA,TA,N,FuseA,2,0,3,2,TA,10,1,Gd,Attchd,Unf,2,Fa,0,NA,NA,5,2006,160000
+490,1526,Twnhs,SFoyer,8,1970,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,1,1,Gd,3,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2009,86000
+491,2665,TwnhsE,2Story,6,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,4,1,Gd,BuiltIn,Fin,1,TA,0,NA,NA,6,2008,115000
+492,9490,1Fam,1.5Fin,7,1941,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,3,1,Fa,5,2,TA,Attchd,Unf,1,TA,0,NA,MnPrv,8,2006,133000
+493,15578,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2006,172785
+494,7931,1Fam,1Story,6,1960,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,1,3,1,TA,6,1,Fa,Detchd,Unf,1,TA,0,NA,NA,6,2008,155000
+495,5784,1Fam,1Story,8,1938,Gable,TA,BrkTil,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,12,2009,91300
+496,7879,1Fam,1Story,5,1920,Gable,TA,CBlock,TA,GasA,TA,N,FuseA,1,0,2,1,TA,4,0,NA,NA,NA,0,NA,0,NA,GdWo,11,2009,34900
+497,12692,1Fam,1Story,5,1992,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,0,4,1,Gd,10,1,Gd,Attchd,RFn,2,TA,0,NA,NA,5,2007,430000
+498,9120,1Fam,1.5Fin,6,1925,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,8,0,NA,Detchd,Unf,1,TA,0,NA,GdPrv,6,2008,184000
+499,7800,1Fam,1Story,7,1967,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Attchd,Fin,1,TA,0,NA,MnPrv,6,2009,130000
+500,7535,1Fam,1Story,7,1958,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Fin,1,TA,0,NA,MnWw,6,2007,120000
+501,1890,Twnhs,2Story,5,1973,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2007,113000
+502,9803,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2008,226700
+503,9170,1Fam,1Story,7,1965,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,2,Fa,0,NA,GdPrv,4,2007,140000
+504,15602,1Fam,1Story,8,1959,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,1,1,TA,6,2,TA,Attchd,Fin,2,TA,0,NA,GdWo,3,2010,289000
+505,2308,TwnhsE,2Story,5,1974,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,Fa,Attchd,Unf,2,TA,0,NA,NA,6,2009,147000
+506,7596,Duplex,2Story,5,1952,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,4,2,TA,10,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,124500
+507,9554,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,9,2006,215000
+508,7862,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,4,0,NA,Attchd,Fin,2,TA,0,NA,NA,9,2009,208300
+509,9600,1Fam,2Story,9,1928,Gambrel,Ex,BrkTil,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Detchd,Unf,2,TA,0,NA,NA,10,2008,161000
+510,9600,1Fam,1Story,6,1959,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,7,2009,124500
+511,14559,1Fam,1Story,7,1951,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,2,TA,CarPort,Unf,1,TA,0,NA,NA,6,2009,164900
+512,6792,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2006,202665
+513,9100,1Fam,1Story,5,1958,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,129900
+514,9187,1Fam,1Story,5,1983,Gable,Gd,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2007,134000
+515,10594,1Fam,1.5Unf,5,1926,Gable,TA,BrkTil,TA,Grav,Fa,N,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,Po,0,NA,MnPrv,6,2007,96500
+516,12220,1Fam,1Story,5,2009,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,9,2009,402861
+517,10448,1Fam,SLvl,6,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,8,2009,158000
+518,10208,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,3,TA,0,NA,NA,7,2009,265000
+519,9531,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,5,2007,211000
+520,10918,1Fam,2Story,9,1926,Gambrel,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,9,2,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,6,2009,234000
+521,10800,2fmCon,2Story,7,1900,Gable,TA,BrkTil,NA,GasA,TA,N,FuseA,2,0,3,2,TA,7,0,NA,NA,NA,0,NA,0,NA,NA,8,2008,106250
+522,11988,1Fam,1Story,6,1957,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,1,3,1,TA,6,2,Gd,Attchd,Unf,1,TA,0,NA,NA,5,2007,150000
+523,5000,1Fam,1.5Fin,7,1947,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,7,2,Gd,Detchd,Unf,2,TA,0,NA,NA,10,2006,159000
+524,40094,1Fam,2Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,3,1,Ex,11,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,10,2007,184750
+525,11787,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,Fin,3,TA,0,NA,NA,8,2007,315750
+526,7500,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,4,2006,176000
+527,13300,1Fam,1Story,7,1956,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2007,132000
+528,14948,1Fam,2Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,11,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2008,446261
+529,9098,1Fam,1Story,7,1920,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,7,2007,86000
+530,32668,1Fam,1Story,3,1957,Hip,TA,PConc,TA,GasA,TA,Y,SBrkr,3,0,4,2,TA,9,2,TA,Attchd,RFn,2,TA,0,NA,NA,3,2007,200624
+531,10200,1Fam,SLvl,5,1988,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,5,1,Fa,Attchd,RFn,2,TA,0,NA,NA,8,2008,175000
+532,6155,1Fam,2Story,8,1920,Gable,TA,BrkTil,Fa,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,0,NA,Detchd,Fin,2,Fa,0,NA,NA,6,2008,128000
+533,7200,1Fam,1Story,7,1955,Gable,TA,Slab,NA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,Po,Detchd,Unf,1,TA,0,NA,NA,4,2010,107500
+534,5000,1Fam,1Story,3,1946,Gable,Fa,Slab,NA,GasA,Fa,N,FuseF,1,0,1,1,Fa,2,0,NA,NA,NA,0,NA,0,NA,NA,1,2007,39300
+535,9056,1Fam,2Story,5,2004,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2006,178000
+536,7000,2fmCon,2Story,7,1910,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,1,2008,107500
+537,8924,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2008,188000
+538,12735,1Fam,1Story,5,1972,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnWw,4,2008,111250
+539,11553,1Fam,1Story,5,1968,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,1,Fa,Attchd,Unf,1,TA,0,NA,NA,7,2006,158000
+540,11423,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,5,2010,272000
+541,14601,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,3,2009,315000
+542,11000,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,BuiltIn,Fin,3,TA,0,NA,NA,6,2007,248000
+543,10140,1Fam,1Story,5,1998,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2009,213250
+544,4058,TwnhsE,SFoyer,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,TA,4,0,NA,Attchd,Fin,1,TA,0,NA,NA,6,2007,133000
+545,17104,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,9,2006,179665
+546,13837,1Fam,1.5Fin,5,1988,Gable,Gd,PConc,Gd,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,9,0,NA,Attchd,Unf,3,TA,0,NA,NA,2,2006,229000
+547,8737,1Fam,1.5Fin,7,1923,Gable,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,1,3,1,TA,6,1,Gd,Detchd,Unf,2,TA,0,NA,NA,5,2007,210000
+548,7244,1Fam,SFoyer,7,1970,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2007,129500
+549,8235,1Fam,1Story,7,1955,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,RFn,2,TA,0,NA,MnPrv,6,2008,125000
+550,9375,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,11,2009,263000
+551,4043,TwnhsE,1Story,6,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,4,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2008,140000
+552,6000,1Fam,1Story,6,1957,Hip,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,3,1,TA,5,0,NA,Attchd,Fin,1,TA,0,NA,NA,6,2008,112500
+553,11146,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,7,2009,255500
+554,8777,1Fam,1Story,5,1949,Gable,TA,CBlock,NA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Detchd,Fin,2,TA,0,NA,MnPrv,5,2009,108000
+555,10625,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,BuiltIn,RFn,3,TA,0,NA,NA,8,2008,284000
+556,6380,1Fam,1.5Unf,6,1922,Gable,TA,BrkTil,Fa,GasA,TA,Y,FuseA,1,0,2,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,NA,8,2006,113000
+557,14850,1Fam,1Story,5,1957,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,6,1,TA,Attchd,Fin,1,TA,0,NA,MnWw,5,2006,141000
+558,11040,1Fam,1.5Fin,6,1920,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,7,0,NA,CarPort,Unf,1,TA,0,NA,NA,9,2006,108000
+559,21872,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,8,2008,175000
+560,3196,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,10,2006,234000
+561,11341,1Fam,1Story,6,1957,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,1,Gd,Detchd,Unf,2,TA,0,NA,NA,5,2010,121500
+562,10010,1Fam,1Story,5,1974,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2006,170000
+563,13907,1Fam,1Story,6,1940,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Gd,NA,NA,0,NA,0,NA,NA,7,2008,108000
+564,21780,1Fam,1.5Fin,7,1918,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,8,1,Gd,Detchd,Fin,2,TA,0,NA,NA,7,2008,185000
+565,13346,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,RFn,2,TA,0,NA,NA,7,2006,268000
+566,6858,1Fam,2Story,4,1915,Gable,TA,PConc,TA,GasA,TA,N,FuseF,1,1,4,1,Fa,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2010,128000
+567,11198,1Fam,2Story,5,2005,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,11,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,6,2008,325000
+568,10171,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2010,214000
+569,12327,1Fam,1.5Fin,8,1983,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Gd,5,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,9,2009,316600
+570,7032,Duplex,SFoyer,5,1979,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,2,TA,Detchd,Unf,2,TA,0,NA,NA,12,2006,135960
+571,13101,Duplex,1Story,5,1965,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,6,2,TA,10,0,NA,Detchd,Unf,2,TA,0,NA,NA,11,2008,142600
+572,7332,1Fam,1Story,6,1959,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,10,2006,120000
+573,13159,1Fam,2Story,5,2009,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2009,224500
+574,9967,1Fam,SLvl,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,1,TA,BuiltIn,RFn,2,TA,0,NA,NA,12,2007,170000
+575,10500,1Fam,SLvl,7,1971,Gambrel,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,BuiltIn,Unf,1,TA,0,NA,GdWo,12,2007,139000
+576,8480,1Fam,1.5Fin,5,1947,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,10,2008,118500
+577,6292,1Fam,1.5Fin,7,1928,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,8,2009,145000
+578,11777,1Fam,SLvl,6,1966,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,2,Fa,Attchd,RFn,2,TA,0,NA,NA,5,2006,164500
+579,3604,TwnhsE,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,2,2008,146000
+580,12150,1Fam,1.5Fin,5,1954,Gable,TA,BrkTil,TA,GasA,Ex,N,FuseF,2,0,4,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,NA,11,2008,131500
+581,14585,1Fam,1Story,6,1960,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,7,2,Gd,Attchd,Unf,2,TA,0,NA,NA,6,2007,181900
+582,12704,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,8,2009,253293
+583,11841,Duplex,SFoyer,5,1990,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,5,2007,118500
+584,13500,1Fam,2.5Unf,9,1893,Gable,Ex,BrkTil,TA,GasA,Gd,Y,SBrkr,3,1,3,1,Gd,9,1,Gd,Detchd,Unf,2,TA,0,NA,NA,7,2008,325000
+585,6120,1Fam,1.5Fin,7,1935,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2009,133000
+586,11443,1Fam,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,2,Gd,Attchd,RFn,3,TA,0,NA,NA,3,2006,369900
+587,10267,1Fam,1Story,7,1918,Gable,Gd,BrkTil,Gd,GasA,Ex,Y,SBrkr,1,0,2,1,Fa,5,0,NA,Detchd,Fin,1,TA,0,NA,MnWw,5,2008,130000
+588,8740,1Fam,SFoyer,6,1982,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,137000
+589,25095,1Fam,1Story,8,1968,Flat,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Ex,5,2,Gd,Attchd,Unf,1,TA,0,NA,NA,6,2009,143000
+590,9100,1Fam,1Story,6,1930,Gable,TA,BrkTil,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2008,79500
+591,8320,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2008,185900
+592,13478,1Fam,2Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,10,1,Gd,BuiltIn,RFn,3,TA,0,NA,NA,6,2009,451950
+593,6600,1Fam,1Story,8,1982,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Fin,2,TA,0,NA,NA,6,2008,138000
+594,4435,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,4,0,NA,Attchd,Fin,2,TA,0,NA,NA,5,2009,140000
+595,7990,1Fam,1Story,6,1975,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,4,2008,110000
+596,11302,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,8,2006,319000
+597,3600,1Fam,2Story,7,1910,Gable,TA,CBlock,TA,GasA,Ex,N,FuseA,1,0,3,1,TA,7,0,NA,Detchd,Unf,1,Fa,0,NA,NA,10,2006,114504
+598,3922,TwnhsE,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,0,2,2,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,2,2007,194201
+599,12984,1Fam,1Story,6,1977,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2006,217500
+600,1950,Twnhs,2Story,6,1980,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,GdPrv,7,2008,151000
+601,10927,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,6,2006,275000
+602,9000,1Fam,1.5Fin,6,1937,Gable,Gd,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,Gd,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,12,2007,141000
+603,10041,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,2,2006,220000
+604,3182,TwnhsE,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,6,2010,151000
+605,12803,1Fam,1Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,9,2008,221000
+606,13600,1Fam,2Story,6,1965,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,3,Fa,Attchd,Unf,2,TA,0,NA,NA,10,2009,205000
+607,12464,1Fam,1Story,5,1996,Gable,Gd,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,11,2009,152000
+608,7800,1Fam,2Story,8,1948,Gable,Gd,CBlock,Gd,GasA,Ex,Y,SBrkr,3,0,3,1,Ex,8,0,NA,Attchd,Unf,1,TA,0,NA,NA,8,2006,225000
+609,12168,1Fam,2Story,6,1934,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,10,2,Gd,Basment,Unf,2,TA,0,NA,NA,9,2007,359100
+610,7943,1Fam,1Story,5,1961,Gable,Fa,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2007,118500
+611,11050,1Fam,2Story,5,2000,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,2,Ex,Attchd,Fin,3,TA,0,NA,NA,5,2009,313000
+612,10395,1Fam,SLvl,6,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,MnPrv,7,2007,148000
+613,11885,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,7,1,TA,BuiltIn,RFn,2,TA,0,NA,NA,11,2009,261500
+614,8402,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,12,2007,147000
+615,1491,TwnhsE,SFoyer,6,1972,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,TA,3,0,NA,NA,NA,0,NA,0,NA,NA,5,2010,75500
+616,8800,1Fam,SFoyer,7,1963,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,5,2010,137500
+617,7861,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2006,183200
+618,7227,1Fam,1.5Unf,6,1954,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2008,105500
+619,11694,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,9,1,Gd,Attchd,Unf,3,TA,0,NA,NA,7,2007,314813
+620,12244,1Fam,2Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,10,2,Gd,Attchd,Fin,3,TA,0,NA,NA,8,2008,305000
+621,8248,1Fam,1Story,3,1914,Gable,TA,BrkTil,TA,GasA,TA,N,FuseF,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,9,2008,67000
+622,10800,1Fam,2Story,7,1974,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,9,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2008,240000
+623,7064,1Fam,1Story,6,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,135000
+624,2117,TwnhsE,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,1,TA,Detchd,Unf,2,TA,0,NA,NA,6,2007,168500
+625,10400,1Fam,2Story,5,1972,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,2,4,1,TA,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2006,165150
+626,10000,1Fam,1Story,6,1962,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,2,2010,160000
+627,12342,1Fam,1Story,5,1960,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,RFn,1,TA,0,NA,GdWo,8,2007,139900
+628,9600,1Fam,SLvl,6,1955,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,2,Gd,Basment,RFn,1,TA,0,NA,NA,3,2010,153000
+629,11606,1Fam,2Story,5,1969,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,2,5,1,Fa,9,2,TA,Attchd,Unf,2,TA,0,NA,NA,9,2007,135000
+630,9020,1Fam,SLvl,5,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,GdPrv,6,2008,168500
+631,9000,1Fam,2Story,6,1880,Gable,TA,BrkTil,Fa,GasA,TA,Y,FuseA,1,0,3,1,Ex,8,0,NA,Detchd,Unf,1,Po,0,NA,MnPrv,6,2006,124000
+632,4590,Twnhs,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2007,209500
+633,11900,1Fam,1Story,5,1977,Hip,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2009,82500
+634,9250,1Fam,1Story,7,1954,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,7,2007,139400
+635,6979,Duplex,SFoyer,5,1980,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,0,0,0,2,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,6,2010,144000
+636,10896,2fmCon,2.5Fin,7,1914,Hip,TA,CBlock,Fa,GasA,Ex,Y,FuseA,2,0,8,2,Fa,14,0,NA,NA,NA,0,NA,0,NA,NA,3,2007,200000
+637,6120,1Fam,1Story,3,1936,Gable,Fa,BrkTil,Fa,Grav,Fa,N,FuseA,1,0,1,1,Fa,4,1,Po,NA,NA,0,NA,0,NA,NA,1,2009,60000
+638,6000,2fmCon,1.5Fin,4,1954,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,2,0,3,2,Gd,7,0,NA,BuiltIn,Unf,1,TA,0,NA,NA,11,2009,93000
+639,8777,1Fam,1Story,7,1910,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,4,0,NA,NA,NA,0,NA,0,NA,MnPrv,5,2008,85000
+640,3982,TwnhsE,1Story,5,2006,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,1,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,10,2006,264561
+641,12677,TwnhsE,1Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Ex,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2008,274000
+642,7050,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2007,226000
+643,13860,1Fam,SLvl,7,1972,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Ex,9,3,TA,Attchd,Fin,2,TA,0,NA,MnPrv,7,2009,345000
+644,10793,1Fam,2Story,5,1969,Mansard,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,TA,7,0,NA,Attchd,Fin,2,TA,0,NA,GdWo,4,2007,152000
+645,9187,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,10,2009,370878
+646,10530,1Fam,1Story,5,1971,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2007,143250
+647,7200,1Fam,1Story,5,1950,Hip,TA,CBlock,NA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2008,98300
+648,10452,1Fam,1Story,5,1953,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,2,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2008,155000
+649,7700,1Fam,2Story,5,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,4,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2010,155000
+650,1936,Twnhs,SFoyer,6,1970,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,1,1,TA,3,0,NA,NA,NA,0,NA,0,NA,MnPrv,12,2007,84500
+651,8125,1Fam,2Story,6,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2008,205950
+652,9084,1Fam,2Story,5,1940,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,4,1,TA,7,1,Gd,Detchd,Unf,1,Po,0,NA,MnPrv,10,2009,108000
+653,8750,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,7,2009,191000
+654,10320,1Fam,1.5Fin,7,1906,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,6,2008,135000
+655,10437,1Fam,1Story,6,1995,Hip,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,8,2008,350000
+656,1680,Twnhs,2Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,3,2010,88000
+657,10007,1Fam,1Story,7,1959,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,5,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,8,2008,145500
+658,7200,1Fam,2Story,6,1931,Gable,Fa,BrkTil,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,Gd,Attchd,RFn,1,TA,0,NA,MnPrv,2,2008,149000
+659,17503,1Fam,1.5Fin,5,1948,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,Unf,1,TA,0,NA,NA,1,2010,97500
+660,9937,1Fam,1Story,7,1964,Hip,Gd,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,0,NA,Detchd,Fin,2,TA,0,NA,MnPrv,3,2009,167000
+661,12384,1Fam,2Story,7,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2007,197900
+662,46589,1Fam,2Story,7,1994,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,RFn,3,TA,0,NA,NA,7,2009,402000
+663,13560,1Fam,1Story,3,1968,Hip,TA,CBlock,Fa,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,2,TA,Attchd,RFn,2,TA,0,NA,NA,7,2009,110000
+664,10012,1Fam,SFoyer,5,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,0,NA,Detchd,RFn,2,TA,0,NA,MnPrv,4,2008,137500
+665,20896,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Ex,8,1,Ex,Attchd,Fin,3,TA,0,NA,NA,1,2006,423000
+666,11194,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2006,230500
+667,18450,1Fam,2Story,5,1965,Flat,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,Po,CarPort,Unf,2,TA,0,NA,NA,8,2007,129000
+668,8125,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Fa,Attchd,RFn,2,TA,0,NA,NA,10,2008,193500
+669,14175,1Fam,1Story,6,1956,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,1,TA,Detchd,Unf,2,TA,0,NA,NA,11,2006,168000
+670,11600,1Fam,1Story,5,1922,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Fa,5,1,Gd,Detchd,Unf,1,Fa,0,NA,NA,7,2006,137500
+671,8633,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,2,2009,173500
+672,6629,1Fam,2Story,6,1925,Gambrel,Gd,BrkTil,TA,GasA,TA,N,SBrkr,2,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2009,103600
+673,11250,1Fam,1Story,6,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2006,165000
+674,14442,1Fam,1Story,7,1957,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,2,TA,Attchd,Fin,2,TA,0,NA,NA,6,2007,257500
+675,9200,1Fam,1Story,6,1965,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Gd,Attchd,RFn,1,TA,0,NA,NA,7,2008,140000
+676,2289,Twnhs,2Story,6,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,4,2009,148500
+677,9600,1Fam,2Story,2,1900,Gable,TA,BrkTil,Fa,GasW,Fa,N,SBrkr,2,0,4,2,TA,8,0,NA,2Types,Unf,3,Fa,0,NA,NA,5,2006,87000
+678,9022,1Fam,1Story,8,1924,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,5,0,NA,Detchd,Unf,1,Fa,0,NA,NA,5,2009,109500
+679,11844,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2009,372500
+680,9945,1Fam,1Story,5,1961,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2007,128500
+681,8012,TwnhsE,1Story,5,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,5,1,TA,Attchd,RFn,1,TA,0,NA,NA,5,2010,143000
+682,4500,1Fam,1.5Fin,5,1932,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2009,159434
+683,2887,1Fam,1Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,6,1,Gd,Attchd,Unf,2,TA,0,NA,NA,11,2008,173000
+684,11248,1Fam,1Story,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,7,2007,285000
+685,16770,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,TA,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2010,221000
+686,5062,TwnhsE,2Story,5,1984,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,9,2007,207500
+687,10207,1Fam,2Story,6,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,0,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2007,227875
+688,5105,TwnhsE,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2007,148800
+689,8089,1Fam,1Story,6,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,10,2007,392000
+690,7577,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2007,194700
+691,4426,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2008,141000
+692,21535,1Fam,2Story,6,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,10,2,Ex,Attchd,Fin,3,TA,0,NA,NA,1,2007,755000
+693,26178,1Fam,2Story,5,1989,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,2,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2006,335000
+694,5400,1Fam,1Story,6,1921,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,12,2006,108480
+695,6120,1Fam,1.5Fin,6,1936,Gable,Fa,BrkTil,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,4,2009,141500
+696,13811,1Fam,1Story,6,1987,Gable,TA,CBlock,Gd,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,Unf,2,TA,0,NA,NA,7,2006,176000
+697,6000,1Fam,1Story,7,1921,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2006,89000
+698,6420,1Fam,1Story,7,1952,Gable,TA,PConc,Gd,GasA,Fa,Y,FuseA,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,9,2006,123500
+699,8450,1Fam,1Story,8,1965,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,4,2010,138500
+700,4282,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2008,196000
+701,14331,1Fam,1Story,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,5,2006,312500
+702,9600,1Fam,1Story,5,1969,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,NA,7,2006,140000
+703,12438,1Fam,2Story,5,2006,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,7,2006,361919
+704,7630,2fmCon,2Story,9,1900,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,2,0,4,2,Gd,8,1,Po,Detchd,Unf,2,TA,0,NA,MnPrv,5,2010,140000
+705,8400,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2010,213000
+706,5600,2fmCon,2Story,5,1930,Hip,Fa,Slab,NA,GasA,Fa,N,SBrkr,2,0,3,2,Fa,7,0,NA,NA,NA,0,NA,0,NA,NA,7,2010,55000
+707,115149,1Fam,1Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,5,2,TA,Attchd,Unf,2,TA,0,NA,NA,6,2007,302000
+708,6240,TwnhsE,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,12,2009,254000
+709,9018,1Fam,2Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2007,179540
+710,7162,1Fam,1Story,7,1966,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,12,2008,109900
+711,4130,1Fam,1Story,6,1935,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,7,2008,52000
+712,8712,1Fam,1.5Fin,7,1900,Gable,TA,Stone,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,7,0,NA,Detchd,RFn,1,TA,0,NA,NA,1,2010,102776
+713,4671,TwnhsE,1Story,5,1988,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2008,189000
+714,9873,2fmCon,1Story,5,1970,Gable,TA,CBlock,TA,GasW,TA,N,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2006,129000
+715,13517,1Fam,2Story,8,1976,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2010,130500
+716,10140,1Fam,1Story,5,1974,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,8,2009,165000
+717,10800,1Fam,2Story,8,1890,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,8,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,159500
+718,10000,1Fam,1Story,6,1973,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,Gd,5,1,Fa,Attchd,Unf,2,TA,0,NA,MnPrv,11,2008,157000
+719,10542,1Fam,2Story,5,1993,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,TA,Attchd,RFn,3,TA,0,NA,NA,8,2008,341000
+720,9920,1Fam,1Story,6,1969,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,1,Po,Attchd,Unf,1,TA,0,NA,NA,5,2006,128500
+721,6563,1Fam,1Story,5,1985,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,12,2006,275000
+722,4426,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2010,143000
+723,8120,1Fam,1Story,7,1970,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,124500
+724,8172,1Fam,1.5Fin,6,1954,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2008,135000
+725,13286,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,2,2009,320000
+726,6960,1Fam,1Story,6,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,11,2009,120500
+727,21695,1Fam,1Story,9,1988,Hip,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,12,2009,222000
+728,7314,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2009,194500
+729,11475,Duplex,1Story,5,1958,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,9,0,NA,Detchd,Unf,3,TA,0,NA,NA,7,2009,110000
+730,6240,1Fam,1.5Fin,5,1925,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,1,2009,103000
+731,5389,TwnhsE,1Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,3,2010,236500
+732,9590,1Fam,SLvl,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2007,187500
+733,11404,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2008,222500
+734,10000,1Fam,1Story,6,1961,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,RFn,1,TA,0,NA,GdWo,3,2009,131400
+735,8978,1Fam,1Story,5,1968,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2007,108000
+736,10800,1Fam,2.5Unf,7,1914,Gable,TA,BrkTil,TA,GasW,Fa,N,SBrkr,1,1,2,1,TA,6,2,TA,Detchd,Unf,2,TA,0,NA,NA,10,2006,163000
+737,8544,Duplex,1Story,4,1950,Gable,TA,CBlock,NA,GasA,Gd,N,FuseF,2,0,2,2,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,93500
+738,10463,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,6,2006,239900
+739,10800,Duplex,1Story,5,1987,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,3,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,3,2009,179000
+740,9313,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2009,190000
+741,9600,1Fam,2Story,7,1910,Gable,Gd,BrkTil,Fa,GasA,Ex,Y,SBrkr,2,0,2,1,TA,7,0,NA,Detchd,Unf,2,Gd,0,NA,GdPrv,5,2007,132000
+742,6768,1Fam,1Story,8,1961,Hip,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,Unf,1,TA,0,NA,GdPrv,5,2008,142000
+743,8450,1Fam,1Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdPrv,12,2007,179000
+744,12886,1Fam,SLvl,6,1963,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,10,2009,175000
+745,5395,TwnhsE,1Story,5,1993,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,10,2008,180000
+746,8963,1Fam,2Story,9,1976,Hip,Gd,CBlock,Gd,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,11,2,TA,BuiltIn,Fin,2,TA,0,NA,NA,7,2008,299800
+747,8795,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,4,2009,236000
+748,11700,1Fam,2Story,7,1880,Mansard,TA,Stone,Fa,GasW,TA,N,SBrkr,1,1,4,1,Gd,8,1,Gd,Detchd,Unf,4,TA,0,NA,NA,5,2009,265979
+749,10593,1Fam,1Story,5,1996,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2010,260400
+750,8405,1Fam,1.5Fin,3,1945,Gable,TA,Slab,NA,Wall,TA,N,FuseF,2,0,4,1,TA,9,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2009,98000
+751,8800,1Fam,1.5Fin,7,1910,Gable,TA,BrkTil,Fa,GasA,Gd,Y,SBrkr,1,0,3,1,TA,7,0,NA,NA,NA,0,NA,0,NA,NA,6,2010,96500
+752,7750,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2007,162000
+753,9236,1Fam,1Story,5,1997,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2006,217000
+754,10240,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,3,2006,275500
+755,7930,1Fam,1Story,8,1969,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,RFn,2,TA,0,NA,NA,7,2009,156000
+756,3230,TwnhsE,2Story,5,1999,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2009,172500
+757,10769,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2009,212000
+758,11616,1Fam,2Story,5,1978,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,GdPrv,4,2010,158900
+759,2280,Twnhs,2Story,5,1999,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,8,2008,179400
+760,12257,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,RFn,3,TA,0,NA,NA,11,2007,290000
+761,9100,1Fam,1Story,6,1959,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,Ex,0,NA,NA,10,2009,127500
+762,6911,1Fam,1Story,5,1924,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,2,1,Fa,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2009,100000
+763,8640,1Fam,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2010,215200
+764,9430,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,7,2009,337000
+765,9549,TwnhsE,1Story,5,1995,Hip,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,1,1,2,1,Ex,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,4,2006,270000
+766,14587,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,8,2008,264132
+767,10421,1Fam,2Story,5,1988,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,MnPrv,3,2010,196500
+768,12508,1Fam,1.5Fin,7,1940,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,NA,7,2008,160000
+769,9100,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2006,216837
+770,53504,1Fam,2Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,12,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,6,2010,538000
+771,7252,1Fam,SFoyer,5,1982,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2009,134900
+772,8877,1Fam,1Story,5,1951,Gable,TA,CBlock,Fa,GasA,TA,Y,FuseF,1,0,2,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,102000
+773,7819,1Fam,SLvl,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Detchd,Unf,2,TA,0,NA,MnPrv,3,2010,107000
+774,10150,1Fam,1Story,5,1958,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,NA,7,2007,114500
+775,14226,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2007,395000
+776,4500,TwnhsE,1Story,5,1998,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2009,162000
+777,11210,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,7,2006,221500
+778,13350,1Fam,1Story,5,1974,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Fa,Attchd,Unf,2,TA,0,NA,MnPrv,6,2006,142500
+779,8400,Duplex,1Story,5,1977,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,4,2,TA,10,2,TA,Detchd,Unf,2,TA,0,NA,NA,10,2007,144000
+780,10530,Duplex,SFoyer,5,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,2,TA,0,NA,NA,5,2006,135000
+781,7875,1Fam,1Story,5,1995,Gable,TA,PConc,Gd,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2007,176000
+782,7153,1Fam,2Story,5,1992,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2006,175900
+783,16285,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2009,187100
+784,9101,1Fam,SFoyer,6,1978,Gable,Gd,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,4,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2009,165500
+785,6300,1Fam,2.5Unf,6,1914,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,9,1,Gd,NA,NA,0,NA,0,NA,NA,6,2008,128000
+786,9790,1Fam,1Story,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Attchd,Unf,2,TA,0,NA,NA,9,2009,161500
+787,10800,1Fam,1.5Fin,6,1915,Gable,Gd,PConc,TA,GasA,TA,Y,SBrkr,2,0,4,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2010,139000
+788,10142,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,1,2010,233000
+789,6000,1Fam,1Story,7,1954,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2008,107900
+790,12205,1Fam,2Story,8,1966,Gable,TA,CBlock,Fa,GasA,Gd,Y,SBrkr,2,1,5,1,Gd,9,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2007,187500
+791,3182,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,9,2009,160200
+792,11333,1Fam,SLvl,5,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,2,TA,Attchd,RFn,2,TA,0,NA,NA,5,2007,146800
+793,9920,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2007,269790
+794,9158,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2007,225000
+795,10832,1Fam,2Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,10,2008,194500
+796,8400,1Fam,2Story,6,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,MnPrv,4,2010,171000
+797,8197,1Fam,1Story,5,1977,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,4,2007,143500
+798,7677,1Fam,1Story,5,1953,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2008,110000
+799,13518,1Fam,2Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,11,2,Gd,BuiltIn,Fin,3,TA,0,NA,NA,7,2009,485000
+800,7200,1Fam,1.5Fin,7,1937,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,7,2,TA,Detchd,Unf,1,TA,0,NA,MnPrv,6,2007,175000
+801,12798,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2008,200000
+802,4800,1Fam,1Story,7,1916,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2007,109900
+803,8199,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2008,189000
+804,13891,1Fam,2Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,12,1,Gd,BuiltIn,RFn,3,TA,0,NA,NA,1,2009,582933
+805,9000,1Fam,1Story,5,1954,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,GdWo,6,2006,118000
+806,12274,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2008,227680
+807,9750,1Fam,SLvl,5,1967,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Fin,1,TA,0,NA,NA,10,2006,135500
+808,21384,1Fam,2Story,6,1923,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2009,223500
+809,13400,1Fam,SLvl,5,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,RFn,2,TA,0,NA,GdWo,6,2006,159950
+810,8100,1Fam,2.5Unf,5,1898,Hip,TA,PConc,TA,GasA,TA,N,FuseA,2,0,2,3,TA,11,0,NA,Detchd,Unf,2,Po,0,NA,MnPrv,11,2009,106000
+811,10140,1Fam,1Story,6,1974,Hip,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,Gd,5,1,Fa,Attchd,RFn,2,TA,648,Fa,GdPrv,1,2006,181000
+812,4438,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,4,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2008,144500
+813,8712,1Fam,1Story,5,1952,Hip,TA,CBlock,TA,GasA,TA,N,FuseA,1,0,2,1,Fa,4,0,NA,Basment,Unf,2,TA,0,NA,NA,6,2010,55993
+814,9750,1Fam,1Story,6,1958,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,4,1,TA,7,0,NA,Attchd,RFn,1,TA,0,NA,NA,4,2007,157900
+815,8248,1Fam,1.5Fin,7,1918,Gable,TA,BrkTil,TA,GasW,Gd,Y,SBrkr,1,1,3,1,Fa,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2006,116000
+816,12137,1Fam,1Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2010,224900
+817,11425,1Fam,1Story,6,1954,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,1,Gd,Attchd,RFn,1,TA,0,NA,NA,7,2006,137000
+818,13265,1Fam,1Story,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,2,Gd,Attchd,RFn,3,TA,0,NA,NA,7,2008,271000
+819,8816,1Fam,SLvl,7,1971,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,6,2010,155000
+820,6371,TwnhsE,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2010,224000
+821,7226,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2008,183000
+822,6000,2fmCon,1Story,4,1953,Gable,TA,CBlock,TA,GasA,TA,N,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,2,2009,93000
+823,12394,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,10,2007,225000
+824,9900,1Fam,1.5Fin,7,1940,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Detchd,Unf,1,TA,0,NA,GdWo,7,2009,139500
+825,11216,1Fam,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2006,232600
+826,14803,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,6,2008,385000
+827,6130,1Fam,1.5Unf,6,1924,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,5,0,NA,NA,NA,0,NA,0,NA,NA,5,2008,109500
+828,8529,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2009,189000
+829,28698,1Fam,2Story,5,1967,Flat,TA,PConc,Gd,GasA,TA,Y,SBrkr,2,1,3,1,TA,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2009,185000
+830,2544,Twnhs,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,7,2006,147400
+831,11900,1Fam,1Story,5,1957,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,1,3,1,TA,6,2,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2008,166000
+832,3180,TwnhsE,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,6,2006,151000
+833,9548,1Fam,2Story,6,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,1,2010,237000
+834,10004,1Fam,1Story,6,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2009,167000
+835,7875,1Fam,1Story,6,1961,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,9,2008,139950
+836,9600,1Fam,1Story,7,1950,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,4,0,NA,Attchd,Unf,2,TA,0,NA,NA,2,2010,128000
+837,8100,1Fam,1Story,6,1948,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,GdWo,6,2007,153500
+838,1680,Twnhs,2Story,5,1973,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,11,2008,100000
+839,9525,1Fam,1Story,6,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2008,144000
+840,11767,1Fam,1.5Fin,6,1946,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2008,130500
+841,12155,1Fam,2Story,8,1925,Gable,TA,BrkTil,TA,GasA,TA,N,SBrkr,2,0,4,1,Fa,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,3,2008,140000
+842,10440,1Fam,2Story,8,1904,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,8,1,Po,Detchd,Unf,2,TA,0,NA,NA,6,2008,157500
+843,9020,1Fam,SLvl,7,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,2,Gd,0,NA,GdPrv,5,2008,174900
+844,8000,Duplex,1Story,4,1961,Gable,TA,CBlock,TA,GasA,Ex,N,SBrkr,2,0,6,2,TA,10,0,NA,NA,NA,0,NA,0,NA,NA,7,2007,141000
+845,12665,1Fam,1.5Fin,8,1915,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,4,1,TA,7,1,Gd,Detchd,Unf,3,TA,0,NA,NA,6,2008,153900
+846,16647,1Fam,SFoyer,5,1975,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,2,TA,Basment,Fin,2,TA,0,NA,NA,1,2007,171000
+847,9317,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,7,2009,213000
+848,15523,1Fam,1Story,6,1972,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,Fa,Attchd,Unf,1,TA,0,NA,NA,8,2009,133500
+849,45600,1Fam,1.5Fin,8,1908,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,3,0,5,1,TA,10,1,Gd,Detchd,Unf,2,TA,0,NA,NA,9,2008,240000
+850,9600,1Fam,SLvl,7,1976,Hip,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,8,2007,187000
+851,4435,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,0,NA,Attchd,Fin,2,TA,0,NA,NA,11,2007,131500
+852,3196,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2006,215000
+853,7128,1Fam,2.5Unf,5,1941,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,4,1,TA,7,2,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,8,2007,164000
+854,12095,1Fam,SLvl,6,1964,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,1,Fa,Attchd,RFn,2,TA,0,NA,MnPrv,8,2009,158000
+855,17920,1Fam,1Story,4,1955,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,Gd,Attchd,Unf,2,TA,0,NA,NA,7,2006,170000
+856,6897,1Fam,1Story,8,1962,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2010,127000
+857,10970,1Fam,SLvl,6,1978,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,Fa,0,NA,MnPrv,10,2008,147000
+858,8125,1Fam,2Story,5,1994,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,3,2009,174000
+859,10400,1Fam,1Story,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,MnPrv,6,2009,152000
+860,11029,1Fam,2Story,7,1968,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,Attchd,Unf,2,TA,0,NA,NA,8,2006,250000
+861,7642,1Fam,1.5Fin,8,1918,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,3,1,Gd,7,1,Gd,Detchd,Unf,1,TA,0,NA,GdPrv,6,2007,189950
+862,11625,2fmCon,1Story,4,1965,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,NA,4,2010,131500
+863,9672,1Fam,1Story,5,1984,Hip,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdPrv,5,2010,152000
+864,7931,1Fam,1Story,5,1959,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,GdPrv,7,2009,132500
+865,8640,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,5,2008,250580
+866,8750,1Fam,1Story,6,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,8,2009,148500
+867,10656,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,RFn,3,TA,0,NA,NA,11,2007,248900
+868,6970,1Fam,1Story,5,1961,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,Fa,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2007,129000
+869,14762,1Fam,2Story,6,1948,Gable,TA,Slab,NA,GasA,Gd,Y,SBrkr,2,0,2,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,5,2006,169000
+870,9938,1Fam,2Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,GdPrv,6,2010,236000
+871,6600,1Fam,1Story,5,1962,Hip,TA,CBlock,TA,GasA,Gd,N,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2009,109500
+872,8750,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2010,200500
+873,8892,1Fam,1Story,7,1953,Gable,TA,Stone,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,10,2008,116000
+874,12144,1Fam,1Story,7,1949,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,Unf,1,TA,0,NA,NA,9,2009,133000
+875,5720,1Fam,1.5Fin,6,1941,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2009,66500
+876,9000,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,11,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,8,2007,303477
+877,25286,1Fam,1Story,5,1963,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,1,2007,132250
+878,8834,1Fam,2Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,10,1,Gd,Attchd,Fin,3,TA,0,NA,NA,6,2009,350000
+879,11782,1Fam,SFoyer,7,1961,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,6,2010,148000
+880,7000,1Fam,1Story,8,1978,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,GdWo,7,2009,136500
+881,7024,1Fam,1Story,5,2005,Gable,TA,PConc,Gd,GasA,Gd,Y,SBrkr,1,1,2,1,TA,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2007,157000
+882,13758,1Fam,1.5Fin,5,1990,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2007,187500
+883,9636,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,BuiltIn,RFn,2,TA,0,NA,MnPrv,12,2009,178000
+884,6204,1Fam,2.5Fin,5,1912,Gable,TA,PConc,Fa,GasA,TA,N,SBrkr,1,0,5,1,TA,10,0,NA,Detchd,Unf,1,Gd,0,NA,NA,3,2006,118500
+885,7150,1Fam,1Story,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,GdWo,7,2009,100000
+886,5119,TwnhsE,1Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,TA,Attchd,Fin,2,TA,0,NA,NA,1,2008,328900
+887,8393,Duplex,1Story,5,1959,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2006,145000
+888,16466,1Fam,1.5Fin,7,1955,Gable,Gd,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,8,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2008,135500
+889,15865,1Fam,1Story,6,1970,Flat,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,8,1,TA,Attchd,Unf,2,TA,0,NA,NA,10,2007,268000
+890,12160,1Fam,1Story,4,1953,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,2,2009,149500
+891,8064,1Fam,1.5Fin,7,1949,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Po,Detchd,Unf,2,TA,0,NA,MnPrv,7,2007,122900
+892,11184,1Fam,2Story,5,1978,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,7,2009,172500
+893,8414,1Fam,1Story,8,1963,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,2,2006,154500
+894,13284,1Fam,1Story,5,1954,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,Unf,1,TA,0,NA,GdPrv,6,2008,165000
+895,7018,Duplex,1Story,5,1979,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2009,118858
+896,7056,1Fam,2Story,5,1963,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,4,1,TA,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,10,2008,140000
+897,8765,1Fam,1Story,6,1936,Gable,TA,BrkTil,TA,GasA,Ex,N,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2006,106500
+898,7018,Duplex,2Story,5,1979,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,6,2,TA,12,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2009,142953
+899,12919,1Fam,1Story,5,2009,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Ex,11,2,Gd,Attchd,Fin,3,TA,0,NA,NA,3,2010,611657
+900,6993,1Fam,1Story,7,1961,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,Unf,1,TA,0,NA,NA,6,2006,135000
+901,7340,1Fam,1Story,6,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2007,110000
+902,8712,1Fam,1Story,7,1957,Hip,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2009,153000
+903,7875,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2006,180000
+904,14859,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,8,2006,240000
+905,6173,1Fam,1Story,6,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,8,2007,125500
+906,9920,1Fam,1Story,5,1954,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,MnPrv,2,2010,128000
+907,13501,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,6,2007,255000
+908,11500,1Fam,1.5Fin,7,1936,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,Gd,6,1,Gd,Attchd,Fin,1,TA,0,NA,NA,6,2006,250000
+909,8885,1Fam,1Story,5,1983,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,6,2006,131000
+910,12589,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2009,174000
+911,11600,Duplex,2Story,5,1960,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,2,0,5,2,TA,12,0,NA,Detchd,Unf,2,TA,0,NA,NA,1,2010,154300
+912,9286,1Fam,1Story,7,1977,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,1,1,3,1,Gd,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,10,2009,143500
+913,6120,1Fam,1Story,7,1925,Gable,TA,BrkTil,TA,GasA,TA,N,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2006,88000
+914,6270,Duplex,2Story,6,1949,Gable,TA,CBlock,TA,GasA,TA,N,FuseA,2,0,4,2,TA,8,0,NA,2Types,Unf,3,TA,0,NA,NA,8,2007,145000
+915,3000,TwnhsE,2Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,6,2009,173733
+916,2001,Twnhs,2Story,5,1970,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,1,2007,75000
+917,9000,1Fam,1Story,3,1949,Gable,TA,CBlock,TA,GasA,TA,N,FuseA,0,0,1,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,10,2006,35311
+918,17140,1Fam,1Story,6,1956,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,4,2009,135000
+919,13125,1Fam,2Story,5,1991,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,RFn,3,TA,0,NA,GdPrv,11,2007,238000
+920,11029,1Fam,1Story,8,1958,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,5,2008,176500
+921,8462,1Fam,2Story,5,1994,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2007,201000
+922,8777,Duplex,1.5Fin,7,1900,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,2,4,2,TA,9,0,NA,NA,NA,0,NA,0,NA,GdPrv,9,2008,145900
+923,10237,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2006,169990
+924,8012,TwnhsE,1Story,5,1993,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Fa,Attchd,RFn,2,TA,0,NA,NA,7,2008,193000
+925,10240,1Fam,1Story,6,1980,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,5,2006,207500
+926,15611,1Fam,1Story,6,1977,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,3,1,Ex,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2008,175000
+927,11999,1Fam,2Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Ex,10,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,5,2007,285000
+928,9900,1Fam,2Story,5,1968,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,4,1,TA,9,1,Gd,Attchd,RFn,2,TA,0,NA,GdPrv,4,2008,176000
+929,11838,1Fam,1Story,5,2001,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2009,236500
+930,13006,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,4,1,Gd,8,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,11,2006,222000
+931,8925,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Fin,3,TA,0,NA,NA,7,2009,201000
+932,9100,1Fam,1Story,6,1965,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,GdWo,7,2009,117500
+933,11670,1Fam,1Story,5,2006,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,3,2007,320000
+934,8487,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2009,190000
+935,27650,1Fam,1Story,7,1960,Flat,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,9,1,Gd,Attchd,RFn,2,TA,0,NA,NA,11,2008,242000
+936,5825,1Fam,1Story,5,1926,Gable,Gd,PConc,TA,GasA,Gd,Y,SBrkr,1,0,1,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2006,79900
+937,10083,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2009,184900
+938,9675,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,2,2009,253000
+939,8760,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,8,2006,239799
+940,24090,1Fam,2Story,7,1940,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,10,2,TA,Attchd,Unf,1,TA,0,NA,NA,6,2010,244400
+941,12640,Duplex,1Story,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,7,2006,150900
+942,8755,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,BuiltIn,RFn,2,TA,0,NA,GdPrv,6,2009,214000
+943,7711,Duplex,1Story,3,1977,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,8,2007,150000
+944,25000,Duplex,1Story,4,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2007,143000
+945,14375,1Fam,SLvl,6,1958,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,3,1,Gd,7,1,Gd,Basment,RFn,2,TA,0,NA,NA,1,2009,137500
+946,8820,1Fam,1.5Fin,6,1890,Hip,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,MnWw,9,2009,124900
+947,8163,1Fam,SLvl,6,1959,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,RFn,1,TA,0,NA,NA,3,2006,143000
+948,14536,1Fam,1Story,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2007,270000
+949,14006,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,2,2006,192500
+950,9360,1Fam,1Story,7,1972,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,Gd,5,1,TA,Attchd,RFn,2,TA,0,NA,NA,3,2010,197500
+951,7200,1Fam,1Story,8,1950,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Detchd,RFn,2,TA,0,NA,NA,7,2007,129000
+952,7800,1Fam,1Story,5,1965,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2006,119900
+953,7200,1Fam,SFoyer,8,1972,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Fin,1,TA,0,NA,MnPrv,4,2009,133900
+954,11075,1Fam,2Story,4,1969,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,TA,7,1,Po,Attchd,RFn,2,TA,0,NA,MnPrv,9,2008,172000
+955,9400,Duplex,SFoyer,5,1975,Flat,TA,CBlock,Gd,GasA,TA,Y,SBrkr,2,0,4,0,TA,4,0,NA,NA,NA,0,NA,0,NA,NA,10,2006,127500
+956,7136,Duplex,2Story,6,1946,Gable,TA,CBlock,TA,GasA,TA,N,FuseF,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,8,2007,145000
+957,1300,TwnhsE,2Story,6,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,1,TA,Attchd,Fin,2,TA,0,NA,GdPrv,5,2009,124000
+958,7420,1Fam,1Story,5,1962,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Fin,2,TA,0,NA,NA,4,2007,132000
+959,8450,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2007,185000
+960,2572,Twnhs,2Story,5,1999,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2010,155000
+961,7207,1Fam,1Story,7,1958,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,4,0,NA,NA,NA,0,NA,0,NA,NA,2,2010,116500
+962,12227,1Fam,2Story,7,1977,Gable,Gd,CBlock,Gd,GasA,TA,Y,SBrkr,2,1,4,1,TA,11,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2008,272000
+963,2308,TwnhsE,2Story,6,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Detchd,Unf,2,TA,0,NA,NA,7,2007,155000
+964,11923,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,7,0,NA,Attchd,Fin,2,TA,0,NA,NA,5,2009,239000
+965,11316,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,2,2010,214900
+966,10237,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2007,178900
+967,9600,1Fam,1.5Fin,7,1940,Gable,Gd,BrkTil,Fa,GasA,Ex,Y,SBrkr,1,1,2,1,TA,7,2,TA,Detchd,Unf,1,TA,0,NA,NA,6,2009,160000
+968,7390,1Fam,1Story,7,1955,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,7,2008,135000
+969,5925,1Fam,1.5Fin,6,1910,Gable,TA,BrkTil,TA,Grav,Fa,N,SBrkr,1,0,2,1,TA,6,0,NA,NA,NA,0,NA,0,NA,GdWo,5,2009,37900
+970,10382,2fmCon,SLvl,5,1958,Hip,Fa,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,3,2006,140000
+971,10800,1Fam,1.5Fin,4,1949,Gable,TA,CBlock,TA,GasA,TA,N,FuseA,1,1,4,1,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,12,2006,135000
+972,2268,Twnhs,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,7,2009,173000
+973,7892,TwnhsE,1Story,5,1979,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,5,1,TA,Attchd,Unf,1,TA,0,NA,NA,4,2010,99500
+974,11639,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,12,2008,182000
+975,11414,1Fam,2Story,8,1910,Gable,Gd,BrkTil,TA,GasA,TA,N,SBrkr,1,0,3,1,Gd,8,0,NA,Detchd,Unf,2,TA,0,NA,GdPrv,10,2009,167500
+976,2651,Twnhs,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,165000
+977,5900,1Fam,1Story,7,1923,Gable,TA,PConc,TA,GasA,TA,Y,FuseA,1,0,2,1,Fa,4,0,NA,NA,NA,0,NA,0,NA,NA,8,2006,85500
+978,4274,TwnhsE,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Gd,4,0,NA,Attchd,Fin,2,TA,0,NA,NA,11,2007,199900
+979,9450,1Fam,1Story,5,1954,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2007,110000
+980,8816,1Fam,1Story,6,1963,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,6,2009,139000
+981,12122,1Fam,SFoyer,9,1961,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Ex,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2008,178400
+982,12203,1Fam,2Story,5,1998,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,Fin,3,TA,0,NA,NA,7,2009,336000
+983,3182,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,3,2008,159895
+984,11250,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,Attchd,Unf,2,TA,0,NA,NA,5,2008,255900
+985,10125,Duplex,1.5Fin,5,1977,Gable,TA,CBlock,NA,GasA,TA,Y,SBrkr,2,0,4,2,Gd,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,8,2009,126000
+986,10880,2fmCon,1Story,5,1950,Gable,TA,CBlock,TA,GasW,TA,N,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2008,125000
+987,5310,1Fam,1.5Fin,8,1910,Hip,Gd,CBlock,Fa,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2006,117000
+988,10159,1Fam,1Story,5,2009,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,4,2010,395192
+989,12046,1Fam,2Story,6,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2007,195000
+990,8125,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2006,197000
+991,9452,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,6,2006,348000
+992,17671,1Fam,2Story,9,1882,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,4,1,Gd,8,1,Gd,Attchd,Unf,2,TA,0,NA,NA,11,2009,168000
+993,9760,1Fam,2Story,8,1964,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,1,Fa,Attchd,RFn,2,TA,0,NA,MnWw,7,2007,187000
+994,8846,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,8,2006,173900
+995,12456,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2009,337500
+996,4712,1Fam,1.5Fin,7,1946,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,8,2006,121600
+997,10659,1Fam,1Story,6,1961,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,1,2006,136500
+998,11717,1Fam,1Story,6,1970,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,2,2009,185000
+999,9786,1Fam,1Story,4,1922,Hip,TA,BrkTil,Fa,GasA,Fa,N,SBrkr,1,0,3,1,TA,6,1,Gd,Detchd,Unf,1,Fa,0,NA,NA,5,2006,91000
+1000,6762,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,2,2010,206000
+1001,10206,1Fam,1Story,3,1952,Flat,TA,Slab,NA,GasW,Fa,N,FuseF,1,0,2,1,Fa,4,0,NA,Detchd,Unf,2,Fa,0,NA,NA,7,2009,82000
+1002,5400,1Fam,1Story,6,1920,Gable,TA,BrkTil,TA,GasA,Ex,Y,FuseA,1,0,2,1,Ex,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,1,2007,86000
+1003,11957,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,7,2008,232000
+1004,11500,Duplex,1Story,6,1976,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,2,0,4,2,TA,8,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2007,136905
+1005,3182,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,1,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2009,181000
+1006,8385,1Fam,SLvl,8,1977,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,11,2008,149900
+1007,12155,1Fam,1Story,3,1970,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,3,2007,163500
+1008,2217,TwnhsE,2Story,4,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,8,2009,88000
+1009,12118,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,4,2009,240000
+1010,6000,1Fam,1.5Fin,5,1926,Gable,Fa,BrkTil,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,7,0,NA,NA,NA,0,NA,0,NA,NA,6,2006,102000
+1011,21286,1Fam,1.5Fin,5,1948,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,1,TA,7,1,Gd,Attchd,Unf,1,TA,0,NA,NA,8,2008,135000
+1012,9825,Duplex,1Story,5,1965,Hip,TA,CBlock,NA,GasA,TA,N,SBrkr,2,0,4,2,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,5,2010,100000
+1013,10592,1Fam,2Story,7,1923,Hip,Gd,PConc,Fa,GasA,TA,Y,SBrkr,1,1,3,1,Gd,7,2,TA,Detchd,Unf,1,TA,0,NA,NA,8,2007,165000
+1014,7200,1Fam,1Story,4,1910,Hip,TA,BrkTil,TA,GasW,TA,N,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2009,85000
+1015,11664,1Fam,1Story,5,1948,Gable,TA,CBlock,Fa,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,NA,11,2007,119200
+1016,8400,1Fam,2Story,6,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,11,2009,227000
+1017,11883,1Fam,1Story,5,1996,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2009,203000
+1018,5814,TwnhsE,1Story,5,1984,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,1,1,Gd,4,1,Ex,Attchd,RFn,2,TA,0,NA,NA,8,2009,187500
+1019,10784,1Fam,SLvl,5,1991,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2007,160000
+1020,3013,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,4,2006,213490
+1021,7024,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,2,1,Gd,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2008,176000
+1022,7406,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2006,194000
+1023,9439,1Fam,1.5Fin,5,1930,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,Fa,0,NA,NA,3,2007,87000
+1024,3182,TwnhsE,1Story,5,2005,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2008,191000
+1025,15498,1Fam,1Story,6,1976,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,10,1,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2008,287000
+1026,7700,1Fam,1Story,5,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,3,2007,112500
+1027,9300,1Fam,1Story,5,1960,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,2,Gd,Attchd,Unf,2,TA,0,NA,NA,4,2010,167500
+1028,9520,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,4,2008,293077
+1029,9492,1Fam,1.5Fin,5,1941,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,Unf,1,TA,0,NA,NA,4,2007,105000
+1030,1680,Twnhs,2Story,7,1972,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,7,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2006,118000
+1031,7082,2fmCon,2Story,8,1916,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,5,2,TA,10,0,NA,NA,NA,0,NA,0,NA,NA,7,2006,160000
+1032,15863,1Fam,2.5Fin,3,1920,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,2,1,5,1,TA,12,2,TA,Basment,Fin,2,TA,0,NA,NA,8,2009,197000
+1033,14541,1Fam,2Story,7,1993,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,5,1,Gd,10,1,TA,Attchd,RFn,3,TA,0,NA,NA,11,2006,310000
+1034,8125,1Fam,1Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Unf,3,TA,0,NA,NA,2,2006,230000
+1035,6305,1Fam,1Story,7,1938,Gable,Gd,PConc,Fa,GasA,Ex,Y,SBrkr,1,0,2,1,Fa,5,1,Gd,Basment,Unf,1,TA,0,NA,MnPrv,6,2007,119750
+1036,11500,1Fam,1Story,3,1957,Gable,Gd,Slab,NA,GasA,Ex,N,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,1,2009,84000
+1037,12898,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Ex,Attchd,Fin,3,TA,0,NA,NA,9,2009,315500
+1038,9240,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,9,2008,287000
+1039,1533,Twnhs,2Story,6,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,NA,NA,0,NA,0,NA,NA,5,2009,97000
+1040,1477,TwnhsE,SFoyer,4,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,1,1,TA,3,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2009,80000
+1041,13125,1Fam,1Story,4,1957,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,8,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,1,2006,155000
+1042,9130,1Fam,2Story,8,1966,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,4,1,Gd,7,0,NA,Attchd,Unf,2,TA,0,NA,NA,7,2008,173000
+1043,5381,Twnhs,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,1,1,Gd,5,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2009,196000
+1044,11839,1Fam,2Story,5,1990,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,10,1,Ex,Attchd,Unf,2,TA,0,NA,NA,5,2008,262280
+1045,9600,1Fam,1Story,5,1981,Hip,TA,PConc,TA,GasA,TA,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,Attchd,Fin,2,TA,0,NA,MnPrv,7,2009,278000
+1046,13680,1Fam,1Story,5,1955,Hip,TA,Slab,NA,GasA,Ex,Y,FuseA,2,0,4,1,TA,8,1,Gd,Attchd,Unf,2,TA,0,NA,NA,6,2009,139600
+1047,16056,1Fam,2Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,11,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,7,2006,556581
+1048,9245,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,2,2008,145000
+1049,21750,1Fam,1Story,4,1960,Hip,Fa,Slab,NA,GasA,TA,Y,SBrkr,1,0,3,1,TA,9,1,TA,Attchd,Unf,2,TA,0,NA,GdPrv,11,2009,115000
+1050,11100,1Fam,1Story,7,1946,Gable,TA,CBlock,NA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2010,84900
+1051,8993,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2007,176485
+1052,11175,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,10,2007,200141
+1053,9500,1Fam,2Story,6,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,4,1,TA,9,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,6,2007,165000
+1054,8562,1Fam,1Story,6,1957,Hip,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,4,1,TA,7,1,Gd,Basment,Unf,1,TA,0,NA,NA,5,2010,144500
+1055,11367,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,11,2006,255000
+1056,11361,1Fam,1Story,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,MnPrv,5,2008,180000
+1057,7052,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2006,185850
+1058,29959,1Fam,2Story,6,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,1,2009,248000
+1059,11308,1Fam,2Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,10,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2009,335000
+1060,11275,1Fam,1.5Fin,7,1932,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,1,Gd,Detchd,Unf,2,Fa,0,NA,NA,3,2007,220000
+1061,4920,TwnhsE,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,Fin,2,TA,0,NA,NA,4,2010,213500
+1062,18000,1Fam,1Story,4,1935,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,RFn,3,TA,0,NA,NA,8,2008,81000
+1063,13600,2fmCon,2Story,5,1900,Gable,TA,BrkTil,TA,GasA,TA,N,SBrkr,2,0,5,2,TA,10,0,NA,Detchd,Unf,2,TA,0,NA,NA,9,2007,90000
+1064,6000,1Fam,1Story,6,1925,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,5,1,Gd,Detchd,Unf,2,TA,0,NA,MnPrv,7,2006,110500
+1065,11000,1Fam,1Story,6,1966,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,1,Po,Attchd,RFn,2,TA,0,NA,MnPrv,11,2009,154000
+1066,14000,1Fam,2Story,5,1996,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,4,2010,328000
+1067,7837,1Fam,2Story,7,1993,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2009,178000
+1068,9760,1Fam,2Story,6,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,4,1,TA,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2008,167900
+1069,3964,TwnhsE,2Story,4,1973,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,5,1,TA,10,1,Gd,Attchd,Fin,2,TA,0,NA,GdPrv,6,2006,151400
+1070,9600,1Fam,1.5Unf,7,1949,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,Gd,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2007,135000
+1071,10152,1Fam,1Story,5,1956,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2007,135000
+1072,11700,1Fam,2Story,6,1968,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,4,1,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,5,2009,154000
+1073,7585,1Fam,1.5Fin,3,1948,Gable,TA,CBlock,Fa,GasA,Fa,Y,FuseA,1,0,4,1,TA,7,1,TA,Detchd,Unf,1,TA,0,NA,NA,8,2006,91500
+1074,7950,1Fam,2Story,6,1977,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Fin,2,TA,0,NA,MnPrv,7,2009,159500
+1075,8556,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,RFn,3,TA,0,NA,NA,5,2007,194000
+1076,13125,1Fam,2Story,6,1940,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,2,Gd,Attchd,Unf,1,TA,0,NA,NA,7,2007,219500
+1077,10800,1Fam,1.5Fin,8,1936,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,4,2006,170000
+1078,15870,1Fam,1Story,5,1969,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Fin,1,TA,0,NA,NA,3,2006,138800
+1079,4435,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,1,Gd,Attchd,RFn,2,TA,0,NA,NA,5,2006,155900
+1080,8775,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2007,126000
+1081,11040,1Fam,1Story,7,1971,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2008,145000
+1082,7500,1Fam,1Story,5,1963,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,TA,5,0,NA,Attchd,Fin,1,TA,0,NA,MnPrv,6,2010,133000
+1083,8749,1Fam,1Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,9,2007,192000
+1084,8800,1Fam,1Story,6,1964,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,2,Gd,Attchd,RFn,1,TA,0,NA,MnPrv,3,2006,160000
+1085,13031,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2006,187500
+1086,9069,1Fam,SFoyer,6,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,5,0,NA,Attchd,Unf,2,TA,0,NA,NA,4,2010,147000
+1087,1974,TwnhsE,2Story,5,1973,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,NA,5,2010,83500
+1088,10574,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,Gd,Attchd,RFn,3,TA,0,NA,NA,5,2009,252000
+1089,2522,Twnhs,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,137500
+1090,3316,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Gd,4,1,Gd,Attchd,Fin,2,TA,0,NA,NA,4,2006,197000
+1091,8544,Duplex,1Story,4,1950,Gable,TA,Slab,NA,Wall,Fa,N,FuseA,2,0,2,2,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2009,92900
+1092,2160,Twnhs,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2008,160000
+1093,8400,1Fam,1.5Fin,5,1925,Gable,TA,PConc,TA,GasA,Fa,Y,SBrkr,2,0,4,1,TA,7,1,Gd,Detchd,Unf,2,TA,0,NA,NA,6,2008,136500
+1094,9230,1Fam,1Story,8,1965,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,1,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,10,2006,146000
+1095,5868,1Fam,1Story,7,1956,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Fin,1,TA,0,NA,NA,5,2010,129000
+1096,9317,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2007,176432
+1097,6882,1Fam,2Story,7,1914,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,1,3,1,Gd,7,0,NA,NA,NA,0,NA,0,NA,NA,3,2007,127000
+1098,3696,TwnhsE,1Story,5,1986,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,2,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2007,170000
+1099,6000,1Fam,1.5Fin,6,1936,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2009,128000
+1100,11880,1Fam,1Story,5,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2009,157000
+1101,8400,1Fam,1Story,5,1920,Gable,TA,CBlock,Fa,GasA,TA,N,FuseF,1,0,1,1,Fa,3,0,NA,Detchd,Unf,1,TA,0,NA,NA,1,2009,60000
+1102,9758,1Fam,1Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2007,119500
+1103,7000,1Fam,1Story,7,1960,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,MnWw,4,2007,135000
+1104,8910,1Fam,1Story,6,1959,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Fa,BuiltIn,Fin,2,TA,0,NA,NA,7,2006,159500
+1105,2016,TwnhsE,2Story,5,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2007,106000
+1106,12256,1Fam,2Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,2,TA,Attchd,RFn,2,TA,0,NA,NA,4,2010,325000
+1107,10357,1Fam,1Story,5,1990,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2007,179900
+1108,23257,1Fam,2Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,Gd,BuiltIn,RFn,2,TA,0,NA,NA,9,2006,274725
+1109,8063,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2007,181000
+1110,11362,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,3,2009,280000
+1111,8000,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2008,188000
+1112,10480,1Fam,2Story,6,1976,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,9,2008,205000
+1113,7100,1Fam,1Story,7,1957,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2006,129900
+1114,8923,1Fam,1Story,7,1953,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Gd,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2007,134500
+1115,5400,1Fam,1Story,7,1954,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,4,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,8,2006,117000
+1116,12085,1Fam,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,11,2007,318000
+1117,7750,1Fam,SLvl,5,2002,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,3,2009,184100
+1118,9764,1Fam,1Story,7,1967,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2008,130000
+1119,13825,1Fam,SLvl,6,1958,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,BuiltIn,RFn,1,TA,0,NA,NA,12,2008,140000
+1120,7560,1Fam,1Story,5,1959,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,GdWo,7,2006,133700
+1121,8263,1Fam,1Story,5,1920,Gable,TA,BrkTil,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,6,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,5,2007,118400
+1122,10084,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,7,2006,212900
+1123,8926,1Fam,1Story,3,1956,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,5,0,NA,Basment,Unf,1,TA,0,NA,MnPrv,10,2009,112000
+1124,9405,1Fam,1Story,9,1947,Hip,Ex,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,NA,NA,0,NA,0,NA,NA,6,2009,118000
+1125,9125,1Fam,SLvl,5,1992,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2007,163900
+1126,10434,1Fam,1Story,5,1955,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,Fa,5,1,TA,Detchd,Unf,2,Fa,0,NA,NA,11,2009,115000
+1127,3684,TwnhsE,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,6,2009,174000
+1128,14572,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2007,259000
+1129,11796,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,7,2007,215000
+1130,7200,Duplex,SFoyer,5,1980,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,8,2007,140000
+1131,7804,1Fam,1.5Fin,3,1928,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,0,4,1,Gd,7,2,TA,Detchd,Unf,2,TA,0,NA,MnPrv,12,2009,135000
+1132,10712,1Fam,1Story,5,1991,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,MnPrv,9,2007,93500
+1133,9900,1Fam,2Story,4,1880,Gable,TA,BrkTil,TA,GasW,TA,Y,SBrkr,2,0,5,1,Fa,8,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2007,117500
+1134,9828,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2009,239500
+1135,8773,1Fam,2Story,5,1997,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,8,2007,169000
+1136,6180,1Fam,1Story,5,1926,Gable,TA,BrkTil,TA,GasA,TA,N,SBrkr,1,0,2,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,NA,5,2007,102000
+1137,9600,1Fam,1.5Fin,5,1950,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2008,119000
+1138,6342,1Fam,1.5Fin,8,1875,Gable,Gd,CBlock,TA,GasA,Gd,N,SBrkr,1,0,2,1,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,5,2010,94000
+1139,9819,1Fam,1Story,5,1977,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,0,2,1,Gd,5,2,TA,Attchd,RFn,2,TA,0,NA,NA,5,2009,196000
+1140,8731,1Fam,1Story,5,1920,Gable,Fa,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Detchd,Unf,2,TA,0,NA,NA,5,2007,144000
+1141,7350,1Fam,1Story,7,1951,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2008,139000
+1142,10304,1Fam,2Story,7,1976,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,Unf,2,TA,0,NA,NA,10,2009,197500
+1143,9965,1Fam,2Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,0,4,1,Gd,11,1,TA,BuiltIn,RFn,3,TA,0,NA,NA,4,2007,424870
+1144,9000,1Fam,1Story,3,1959,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,NA,7,2008,80000
+1145,12180,2fmCon,1.5Fin,4,1941,Gable,Fa,BrkTil,TA,Grav,Fa,N,FuseA,1,0,2,1,Fa,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2010,80000
+1146,6240,1Fam,1.5Fin,6,1928,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,8,1,Gd,Detchd,Unf,1,TA,0,NA,NA,8,2006,149000
+1147,11200,1Fam,1Story,5,1985,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,5,1,TA,Attchd,Unf,2,TA,0,NA,NA,5,2006,180000
+1148,12000,1Fam,2Story,7,1941,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Fa,7,1,Gd,Attchd,Unf,1,TA,0,NA,NA,7,2009,174500
+1149,5700,1Fam,1.5Fin,7,1926,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,1,Gd,Detchd,Unf,1,TA,0,NA,NA,8,2008,116900
+1150,9000,1Fam,2Story,9,1920,Hip,Gd,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,143000
+1151,8280,1Fam,1Story,5,1950,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,2,1,Gd,4,1,Gd,Attchd,Unf,1,TA,0,NA,GdPrv,11,2007,124000
+1152,17755,1Fam,1Story,4,1959,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,Fa,6,2,Gd,Attchd,Fin,2,TA,0,NA,NA,11,2006,149900
+1153,14115,1Fam,1Story,7,1956,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Ex,6,1,Gd,Attchd,Fin,2,TA,0,NA,NA,7,2006,230000
+1154,5890,1Fam,1Story,8,1930,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2008,120500
+1155,13700,1Fam,2Story,6,1965,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,2,4,1,Gd,8,2,Gd,Attchd,Unf,2,TA,0,NA,GdPrv,5,2008,201800
+1156,10768,1Fam,1Story,8,1976,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,6,1,Fa,Attchd,RFn,2,TA,0,NA,NA,7,2007,218000
+1157,9350,1Fam,SLvl,8,1965,Gable,Gd,PConc,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,MnPrv,10,2008,179900
+1158,5001,Twnhs,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2009,230000
+1159,11932,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,6,2008,235128
+1160,9120,1Fam,2Story,6,1974,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,7,2008,185000
+1161,2280,Twnhs,2Story,5,1978,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Unf,2,TA,0,NA,NA,7,2010,146000
+1162,14778,1Fam,1Story,7,1954,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,7,1,Gd,Detchd,Unf,2,TA,0,NA,NA,11,2008,224000
+1163,8724,1Fam,1Story,5,1968,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,1,Po,Attchd,Fin,2,TA,0,NA,NA,5,2007,129000
+1164,12900,Duplex,SFoyer,4,1969,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,0,2,0,2,TA,6,0,NA,CarPort,Unf,2,TA,0,NA,NA,1,2008,108959
+1165,16157,1Fam,SLvl,7,1978,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,2,1,Gd,5,1,TA,Attchd,Unf,2,TA,0,NA,NA,6,2007,194000
+1166,9541,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2009,233170
+1167,10475,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,2,2010,245350
+1168,10852,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,2,2006,173000
+1169,13728,1Fam,2Story,7,1935,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,7,2,TA,Basment,Unf,2,TA,0,NA,NA,7,2008,235000
+1170,35760,1Fam,2Story,5,1995,Hip,Gd,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,10,1,TA,Attchd,Fin,3,TA,0,NA,NA,7,2006,625000
+1171,9880,1Fam,SLvl,6,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Po,Attchd,Fin,1,TA,576,Gd,GdPrv,7,2008,171000
+1172,9120,1Fam,1Story,6,1958,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2008,163000
+1173,4017,TwnhsE,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,5,0,NA,Detchd,Fin,2,TA,0,NA,NA,3,2008,171900
+1174,18030,1Fam,1.5Fin,6,1946,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,3,0,3,1,Ex,12,1,Gd,NA,NA,0,NA,0,NA,MnPrv,3,2007,200500
+1175,16560,1Fam,2Story,8,1932,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,9,1,Gd,Detchd,Unf,2,TA,0,NA,NA,7,2006,239000
+1176,10678,1Fam,1.5Fin,5,1992,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2007,285000
+1177,6951,1Fam,1Story,5,1984,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,10,2008,119500
+1178,3950,1Fam,1.5Fin,8,1926,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,12,2009,115000
+1179,7681,1Fam,1.5Fin,6,1921,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,7,1,Gd,Detchd,Unf,1,TA,0,NA,NA,7,2009,154900
+1180,8335,1Fam,1Story,5,1954,Gable,TA,Slab,NA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,1,Gd,NA,NA,0,NA,0,NA,NA,4,2006,93000
+1181,11170,1Fam,2Story,5,1990,Gable,TA,Wood,TA,GasA,Ex,Y,SBrkr,2,1,4,1,TA,8,0,NA,Attchd,Fin,2,TA,0,NA,GdPrv,4,2006,250000
+1182,5587,TwnhsE,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,11,2008,392500
+1183,15623,1Fam,2Story,5,1996,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Ex,10,2,TA,Attchd,Fin,3,TA,555,Ex,MnPrv,7,2007,745000
+1184,10800,1Fam,1Story,6,1920,Hip,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,5,1,Gd,Detchd,Unf,2,TA,0,NA,NA,6,2006,120000
+1185,35133,1Fam,1Story,4,1963,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,5,2,TA,2Types,RFn,3,TA,0,NA,NA,5,2007,186700
+1186,9738,1Fam,1.5Fin,7,1924,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,4,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,NA,3,2006,104900
+1187,10615,2fmCon,2Story,5,1900,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,2,TA,7,0,NA,CarPort,Unf,2,Fa,0,NA,NA,8,2009,95000
+1188,12461,1Fam,1Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Fa,Attchd,RFn,3,TA,0,NA,GdPrv,7,2006,262000
+1189,8935,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2009,195000
+1190,7500,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2010,189000
+1191,32463,2fmCon,1Story,4,1961,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,1,TA,2Types,Fin,4,TA,0,NA,NA,3,2007,168000
+1192,2645,Twnhs,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,11,2007,174000
+1193,9600,1Fam,1.5Fin,8,1925,Gambrel,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,1,Fa,0,NA,GdWo,7,2007,125000
+1194,4500,TwnhsE,1Story,5,1999,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2009,165000
+1195,9364,1Fam,2Story,7,1969,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,4,1,TA,7,0,NA,Attchd,Fin,1,TA,0,NA,MnPrv,3,2010,158000
+1196,8029,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2008,176000
+1197,14054,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,11,2006,219210
+1198,8850,1Fam,2.5Unf,6,1916,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,7,1,Gd,Detchd,Unf,1,TA,0,NA,NA,7,2006,144000
+1199,9100,1Fam,1Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2009,178000
+1200,11235,1Fam,1Story,5,1963,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,1,Po,Attchd,Unf,2,TA,0,NA,NA,10,2006,148000
+1201,9353,1Fam,1Story,5,1970,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,7,2006,116050
+1202,10400,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2009,197900
+1203,6000,1Fam,1.5Fin,8,1925,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,Fa,Detchd,Unf,1,TA,0,NA,NA,5,2009,117000
+1204,9750,1Fam,1Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,10,2009,213000
+1205,10140,1Fam,1Story,6,1975,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,7,2006,153500
+1206,14684,1Fam,1Story,7,1990,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,RFn,3,TA,0,NA,NA,6,2009,271900
+1207,8900,1Fam,1Story,4,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,11,2006,107000
+1208,9135,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,5,2006,200000
+1209,7763,1Fam,1Story,7,1962,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2008,140000
+1210,10182,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,Gd,Attchd,RFn,2,TA,0,NA,NA,5,2006,290000
+1211,11218,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,5,2010,189000
+1212,12134,1Fam,1.5Fin,7,1988,Gable,TA,Wood,TA,GasA,Gd,Y,SBrkr,2,0,4,1,TA,8,0,NA,Basment,RFn,2,TA,0,NA,NA,6,2010,164000
+1213,9340,1Fam,1Story,6,1941,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Attchd,Unf,1,TA,0,NA,NA,8,2009,113000
+1214,10246,1Fam,SLvl,9,1965,Gable,Gd,CBlock,Gd,GasA,Ex,Y,SBrkr,0,0,0,1,TA,3,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2006,145000
+1215,10205,1Fam,SFoyer,5,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2006,134500
+1216,7094,1Fam,1Story,5,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,RFn,1,TA,0,NA,MnPrv,5,2007,125000
+1217,8930,Duplex,1.5Fin,5,1978,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Attchd,Unf,2,TA,0,NA,NA,4,2010,112000
+1218,8640,1Fam,1Story,5,2009,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2009,229456
+1219,6240,1Fam,1.5Fin,5,1947,Gable,TA,Slab,NA,GasA,Gd,N,SBrkr,1,0,2,1,TA,3,0,NA,NA,NA,0,NA,0,NA,NA,7,2006,80500
+1220,1680,Twnhs,2Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,0,NA,NA,NA,0,NA,0,NA,NA,4,2006,91500
+1221,7800,1Fam,1Story,5,1964,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,11,2006,115000
+1222,8250,1Fam,1Story,5,1968,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,TA,Attchd,Unf,1,TA,0,NA,NA,8,2008,134000
+1223,10496,1Fam,1.5Fin,6,1949,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,7,1,Gd,Attchd,Unf,1,TA,0,NA,GdWo,1,2007,143000
+1224,10680,1Fam,1Story,3,1951,Hip,TA,CBlock,Fa,GasA,TA,N,FuseA,2,0,4,1,TA,7,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,10,2006,137900
+1225,15384,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,2,2008,184000
+1226,10482,1Fam,SLvl,8,1958,Hip,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,1,TA,0,NA,MnWw,6,2007,145000
+1227,14598,1Fam,2Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,1,2008,214000
+1228,8872,1Fam,1Story,8,1965,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,12,2008,147000
+1229,8769,TwnhsE,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,1,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,10,2008,367294
+1230,7910,1Fam,SLvl,5,1960,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,4,1,TA,7,0,NA,Basment,Unf,1,TA,0,NA,GdWo,8,2008,127000
+1231,18890,Duplex,1.5Fin,5,1977,Shed,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,2,4,2,TA,12,1,TA,BuiltIn,RFn,2,TA,0,NA,NA,8,2007,190000
+1232,7728,Duplex,SLvl,6,1962,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,5,2006,132500
+1233,9842,Duplex,1Story,5,1962,Gable,TA,Slab,NA,GasA,TA,Y,SBrkr,2,0,2,2,TA,6,0,NA,CarPort,Unf,2,TA,0,NA,NA,3,2007,101800
+1234,12160,1Fam,1Story,5,1959,Hip,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,5,2010,142000
+1235,8525,1Fam,2Story,6,1911,Gable,TA,PConc,TA,GasA,TA,N,FuseA,1,1,4,1,TA,7,0,NA,NA,NA,0,NA,0,NA,NA,11,2008,130000
+1236,13132,1Fam,2Story,5,1914,Gable,TA,BrkTil,TA,GasA,Gd,Y,FuseF,1,1,4,1,TA,9,0,NA,Detchd,Unf,1,Fa,0,NA,NA,7,2006,138887
+1237,2628,Twnhs,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,6,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,6,2010,175500
+1238,12393,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,9,2006,195000
+1239,13072,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2006,142500
+1240,9037,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,12,2007,265900
+1241,8158,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,Attchd,RFn,2,TA,0,NA,NA,7,2008,224900
+1242,9849,1Fam,1Story,6,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,6,2007,248328
+1243,10625,1Fam,SFoyer,6,1974,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,6,2,TA,Attchd,RFn,2,TA,0,NA,MnPrv,1,2010,170000
+1244,13891,1Fam,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,2,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,9,2006,465000
+1245,11435,1Fam,2Story,7,1929,Gable,TA,PConc,TA,GasA,Fa,Y,SBrkr,1,0,3,1,Gd,7,2,Gd,Detchd,Unf,2,TA,0,NA,NA,6,2006,230000
+1246,12090,1Fam,SLvl,7,1984,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,3,1,3,1,TA,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,1,2007,178000
+1247,8125,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2006,186500
+1248,12328,1Fam,SLvl,5,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,3,TA,0,NA,NA,5,2010,169900
+1249,9600,1Fam,2.5Unf,5,1917,Gable,TA,BrkTil,TA,OthW,Fa,N,SBrkr,1,1,3,1,TA,8,1,Gd,Detchd,Unf,2,Fa,0,NA,NA,4,2008,129500
+1250,7200,1Fam,1Story,7,1950,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,5,2007,119000
+1251,11160,1Fam,1Story,5,1968,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,2,TA,Attchd,Fin,2,TA,0,NA,NA,4,2010,244000
+1252,3136,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2006,171750
+1253,9858,1Fam,1Story,6,1968,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,GdWo,11,2009,130000
+1254,17542,1Fam,2Story,7,1974,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,Gd,9,2,Gd,Attchd,RFn,2,TA,0,NA,MnPrv,7,2007,294000
+1255,6931,1Fam,2Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,7,2008,165400
+1256,6240,1Fam,1.5Fin,6,1931,Gable,TA,BrkTil,Fa,GasA,TA,Y,FuseA,1,0,3,1,TA,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,11,2007,127500
+1257,14303,1Fam,1Story,5,1994,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,8,2008,301500
+1258,4060,1Fam,1Story,8,1922,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,4,0,NA,NA,NA,0,NA,0,NA,NA,7,2009,99900
+1259,9587,1Fam,SLvl,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,7,2008,190000
+1260,9750,1Fam,1Story,8,1969,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,NA,7,2008,151000
+1261,24682,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,BuiltIn,Fin,2,TA,0,NA,NA,6,2009,181000
+1262,9600,1Fam,1Story,6,1956,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,6,2009,128900
+1263,11250,1Fam,1.5Fin,5,1957,Gable,TA,CBlock,TA,GasA,Ex,Y,FuseA,1,0,5,1,TA,8,2,TA,Attchd,Unf,1,TA,0,NA,NA,11,2009,161500
+1264,13515,1Fam,2Story,6,1919,Gambrel,TA,PConc,TA,GasA,Ex,Y,FuseA,1,0,3,1,TA,8,1,Gd,Detchd,Unf,2,TA,0,NA,GdPrv,7,2007,180500
+1265,4060,TwnhsE,1Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,0,NA,Attchd,Fin,2,TA,0,NA,NA,8,2008,181000
+1266,3735,TwnhsE,2Story,5,1999,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,3,2006,183900
+1267,10120,2fmCon,2.5Unf,4,1910,Hip,TA,CBlock,TA,GasA,TA,N,FuseF,1,1,4,2,TA,9,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,1,2007,122000
+1268,13214,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,10,1,Gd,Attchd,Fin,3,TA,0,NA,NA,5,2010,378500
+1269,14100,1Fam,1.5Fin,9,1935,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,3,1,4,1,Gd,11,2,Gd,BuiltIn,Unf,3,TA,0,NA,GdWo,5,2008,381000
+1270,11344,1Fam,1.5Fin,5,1958,Gable,TA,CBlock,TA,GasW,TA,Y,FuseA,1,1,3,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,GdWo,7,2007,144000
+1271,23595,1Fam,1Story,6,1979,Shed,TA,PConc,TA,GasA,TA,Y,SBrkr,0,1,0,1,Gd,4,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2010,260000
+1272,9156,1Fam,1Story,7,1968,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2009,185750
+1273,13526,1Fam,1Story,6,1965,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,11,2006,137000
+1274,11512,1Fam,SLvl,7,1959,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Ex,5,1,Gd,Basment,RFn,1,TA,0,NA,GdPrv,5,2008,177000
+1275,5362,1Fam,1.5Fin,6,1910,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,8,1,Gd,Detchd,Unf,2,TA,0,NA,NA,11,2007,139000
+1276,11345,Duplex,2Story,5,1948,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,2,0,4,2,TA,10,0,NA,Detchd,Unf,2,Fa,0,NA,NA,7,2007,137000
+1277,12936,1Fam,2Story,6,1972,Gable,TA,CBlock,Gd,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,1,TA,Attchd,Unf,2,TA,0,NA,NA,12,2009,162000
+1278,17871,1Fam,SLvl,5,1967,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,1,3,1,TA,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2009,197900
+1279,9473,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,3,2008,237000
+1280,7500,1Fam,1.5Fin,4,1920,Gable,Gd,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,6,0,NA,Detchd,RFn,2,TA,0,NA,NA,4,2010,68400
+1281,9808,1Fam,1Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,3,2009,227000
+1282,8049,1Fam,1Story,5,1990,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,6,1,TA,Attchd,Fin,2,Gd,0,NA,NA,7,2006,180000
+1283,8800,1Fam,1Story,7,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,9,2009,150500
+1284,9400,Duplex,2Story,5,1971,Mansard,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,2,4,2,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,4,2010,139000
+1285,9638,1Fam,1.5Fin,7,1919,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,10,1,Gd,Detchd,Unf,1,TA,0,NA,NA,3,2010,169000
+1286,6000,1Fam,1.5Fin,6,1939,Gable,Fa,CBlock,TA,GasA,Ex,Y,FuseF,1,0,4,1,TA,6,1,Gd,Detchd,Unf,1,TA,0,NA,NA,5,2009,132500
+1287,9790,1Fam,1Story,5,1963,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,2,Gd,Attchd,Unf,2,TA,0,NA,NA,6,2010,143000
+1288,36500,1Fam,1Story,5,1964,Gable,Gd,CBlock,TA,GasA,Fa,Y,SBrkr,2,0,4,1,TA,7,0,NA,Attchd,Unf,2,TA,0,NA,NA,6,2006,190000
+1289,5664,TwnhsE,1Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,5,1,Ex,Attchd,Fin,2,TA,0,NA,NA,10,2009,278000
+1290,11065,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,8,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,10,2006,281000
+1291,14112,1Fam,SLvl,7,1964,Hip,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2010,180500
+1292,1680,Twnhs,2Story,7,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,2,2009,119500
+1293,6600,1Fam,2Story,4,1892,Gable,TA,Stone,TA,GasA,TA,N,SBrkr,2,0,4,2,TA,11,0,NA,Attchd,RFn,1,TA,0,NA,NA,12,2009,107500
+1294,10140,1Fam,2Story,5,1976,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,8,1,TA,Attchd,RFn,2,TA,0,NA,GdWo,3,2006,162900
+1295,8172,1Fam,1Story,7,1955,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,115000
+1296,8400,1Fam,1Story,5,1968,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,GdWo,11,2006,138500
+1297,8700,1Fam,1Story,6,1963,Hip,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,TA,6,0,NA,Attchd,RFn,2,TA,0,NA,MnPrv,12,2008,155000
+1298,3675,TwnhsE,SFoyer,5,2005,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,2,1,TA,5,0,NA,Basment,Fin,2,TA,0,NA,NA,6,2006,140000
+1299,63887,1Fam,2Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,12,3,Gd,Attchd,Fin,2,TA,480,Gd,NA,1,2008,160000
+1300,7500,1Fam,1Story,7,1959,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,Gd,6,0,NA,Attchd,RFn,1,TA,0,NA,GdPrv,5,2010,154000
+1301,10762,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2009,225000
+1302,7500,1Fam,2Story,7,1942,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,1,0,3,1,Gd,7,2,Gd,Attchd,Unf,1,TA,0,NA,NA,11,2009,177500
+1303,10120,1Fam,2Story,5,1994,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,8,1,TA,Attchd,RFn,3,TA,0,NA,NA,12,2006,290000
+1304,8688,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,3,TA,0,NA,NA,4,2006,232000
+1305,3363,TwnhsE,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2006,130000
+1306,13173,1Fam,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,6,2,Ex,Attchd,Fin,2,TA,0,NA,NA,11,2009,325000
+1307,6955,TwnhsE,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,9,2006,202500
+1308,8072,1Fam,1Story,5,1994,Gable,Gd,PConc,Gd,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,5,2009,138000
+1309,12000,1Fam,1Story,7,1948,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,Gd,6,0,NA,Attchd,Unf,2,TA,0,NA,GdWo,5,2008,147000
+1310,7153,1Fam,1Story,5,1991,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,GdWo,6,2008,179200
+1311,17500,1Fam,1Story,8,1959,Gable,Gd,PConc,TA,GasA,TA,Y,SBrkr,2,0,3,1,Ex,7,2,TA,Attchd,Fin,2,TA,0,NA,NA,5,2010,335000
+1312,8814,1Fam,1Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,1,2007,203000
+1313,9572,1Fam,2Story,5,1990,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Ex,Attchd,RFn,2,Gd,0,NA,NA,6,2007,302000
+1314,14774,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,10,1,TA,BuiltIn,Fin,3,TA,0,NA,NA,5,2010,333168
+1315,8190,1Fam,1Story,6,1954,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,1,TA,Detchd,Unf,1,TA,0,NA,NA,10,2007,119000
+1316,11075,1Fam,2Story,5,1969,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,4,1,TA,9,2,Gd,Attchd,Unf,2,TA,0,NA,NA,6,2008,206900
+1317,10226,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Gd,Attchd,RFn,3,TA,0,NA,NA,1,2009,295493
+1318,4230,TwnhsE,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,RFn,2,TA,0,NA,NA,4,2007,208900
+1319,14781,1Fam,1Story,5,2001,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,RFn,3,TA,0,NA,NA,8,2006,275000
+1320,10215,1Fam,1Story,5,1954,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,2,2007,111000
+1321,8400,1Fam,1Story,3,1957,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,2,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2009,156500
+1322,6627,1Fam,1Story,6,1949,Hip,TA,CBlock,NA,Floor,TA,N,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,Fa,0,NA,NA,7,2008,72500
+1323,10186,1Fam,2Story,5,1992,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,6,2010,190000
+1324,5330,1Fam,1Story,7,1940,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,2,1,Fa,5,0,NA,NA,NA,0,NA,0,NA,NA,12,2009,82500
+1325,9986,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,2,2007,147000
+1326,3636,1Fam,1Story,4,1922,Gable,TA,BrkTil,Fa,GasA,Fa,N,SBrkr,1,0,2,1,TA,5,0,NA,NA,NA,0,NA,0,NA,MnPrv,1,2008,55000
+1327,4270,1Fam,1Story,6,1931,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,NA,NA,0,NA,0,NA,NA,5,2007,79000
+1328,6600,1Fam,1Story,9,1982,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,5,1,Ex,Attchd,Unf,1,TA,0,NA,MnPrv,10,2008,130500
+1329,10440,1Fam,1.5Fin,7,1920,Gable,Gd,BrkTil,TA,GasW,Ex,Y,SBrkr,2,0,5,1,TA,8,2,TA,Detchd,Unf,2,TA,0,NA,MnPrv,6,2008,256000
+1330,9084,1Fam,2Story,5,1998,Hip,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,6,2006,176500
+1331,10000,1Fam,1Story,5,2006,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,RFn,3,TA,0,NA,NA,12,2007,227000
+1332,10780,1Fam,SLvl,5,1976,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2006,132500
+1333,8877,1Fam,1Story,6,1938,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,3,1,Gd,Detchd,Unf,1,Fa,0,NA,NA,5,2009,100000
+1334,7200,1Fam,1.5Fin,6,1938,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,2,1,Gd,6,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,7,2006,125500
+1335,2368,TwnhsE,2Story,6,1970,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,7,0,NA,Attchd,Unf,2,TA,0,NA,NA,5,2009,125000
+1336,9650,1Fam,1Story,5,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,4,2009,167900
+1337,9246,Duplex,1Story,5,1973,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Detchd,Unf,2,TA,0,NA,NA,11,2008,135000
+1338,4118,1Fam,1Story,4,1941,Gable,TA,CBlock,TA,Grav,Fa,N,FuseA,1,0,2,1,Fa,4,0,NA,NA,NA,0,NA,0,NA,NA,3,2006,52500
+1339,13450,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,6,2006,200000
+1340,9560,1Fam,1Story,7,1972,Hip,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,NA,6,2006,128500
+1341,8294,1Fam,1Story,5,1971,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,4,TA,0,NA,GdWo,6,2007,123000
+1342,13695,1Fam,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2008,155000
+1343,9375,1Fam,2Story,5,2002,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,NA,8,2007,228500
+1344,7558,1Fam,1.5Fin,6,1928,Gable,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,9,1,TA,Detchd,Unf,2,Fa,0,NA,NA,3,2009,177000
+1345,11103,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,7,2007,155835
+1346,6000,1Fam,1Story,4,1920,Hip,TA,PConc,TA,GasA,Gd,Y,FuseA,1,0,2,1,Fa,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,7,2007,108500
+1347,20781,1Fam,1Story,7,1968,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,9,1,Gd,Attchd,RFn,2,TA,0,NA,NA,6,2006,262500
+1348,15306,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,5,2007,283463
+1349,16196,1Fam,1Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,5,1,Fa,Attchd,RFn,2,TA,0,NA,NA,8,2007,215000
+1350,5250,1Fam,2Story,5,1872,Gable,Gd,BrkTil,Fa,OthW,Fa,N,SBrkr,2,0,4,1,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,12,2008,122000
+1351,11643,Duplex,2Story,5,1969,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,2,6,2,TA,12,0,NA,Detchd,Unf,4,TA,0,NA,NA,8,2009,200000
+1352,9247,1Fam,2Story,6,1962,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,4,1,TA,8,1,Gd,Attchd,Fin,2,TA,0,NA,NA,3,2008,171000
+1353,6000,1Fam,1.5Fin,9,1937,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,134900
+1354,14720,1Fam,1.5Fin,5,1995,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Ex,Attchd,Fin,3,TA,0,NA,NA,3,2010,410000
+1355,10316,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,RFn,3,TA,0,NA,NA,6,2008,235000
+1356,10192,1Fam,SLvl,6,1968,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,3,0,4,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,GdPrv,9,2006,170000
+1357,9477,1Fam,1Story,5,1966,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Attchd,RFn,1,TA,0,NA,GdWo,10,2008,110000
+1358,12537,1Fam,1Story,6,1971,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,1,Fa,Attchd,Fin,2,TA,0,NA,NA,4,2010,149900
+1359,2117,Twnhs,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,5,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2010,177500
+1360,16737,1Fam,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,8,1,Gd,Attchd,Fin,3,TA,0,NA,NA,9,2006,315000
+1361,9842,1Fam,2Story,6,1921,Gable,TA,BrkTil,Fa,GasA,Ex,Y,SBrkr,3,1,4,1,TA,8,0,NA,BuiltIn,RFn,2,TA,0,NA,NA,5,2008,189000
+1362,16158,1Fam,1Story,5,2005,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,6,2009,260000
+1363,12513,1Fam,1.5Fin,4,1920,Gable,Gd,BrkTil,Fa,GasA,Gd,Y,SBrkr,2,0,4,1,TA,7,1,Gd,Attchd,Unf,1,TA,0,NA,NA,6,2009,104900
+1364,8499,1Fam,2Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,3,2007,156932
+1365,3180,TwnhsE,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Gd,4,0,NA,Detchd,RFn,2,TA,0,NA,NA,4,2006,144152
+1366,7500,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,1,2010,216000
+1367,9179,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2008,193000
+1368,2665,TwnhsE,2Story,6,1977,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,4,1,TA,6,1,TA,Attchd,RFn,1,TA,0,NA,NA,7,2006,127000
+1369,4435,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,4,0,NA,Attchd,Fin,2,TA,0,NA,NA,6,2009,144000
+1370,10635,1Fam,1Story,5,2003,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2010,232000
+1371,5400,1Fam,1.5Fin,6,1920,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Fin,1,TA,0,NA,NA,10,2009,105000
+1372,9600,1Fam,SLvl,6,1955,Hip,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,8,1,TA,BuiltIn,RFn,1,TA,0,NA,MnPrv,10,2008,165500
+1373,9750,1Fam,2Story,6,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Detchd,RFn,2,TA,0,NA,NA,6,2006,274300
+1374,11400,1Fam,1Story,5,2001,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,2,1,Ex,8,2,Gd,Attchd,RFn,3,TA,0,NA,NA,3,2007,466500
+1375,10625,1Fam,2Story,5,2005,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,9,1,Gd,Attchd,Fin,3,TA,0,NA,NA,7,2008,250000
+1376,10991,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,12,2007,239000
+1377,6292,1Fam,1Story,5,1930,Gable,TA,BrkTil,TA,GasA,TA,N,SBrkr,1,0,2,1,TA,4,0,NA,Detchd,Unf,1,TA,0,NA,NA,4,2008,91000
+1378,10998,1Fam,1.5Fin,5,1941,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,7,2009,117000
+1379,1953,Twnhs,2Story,5,1973,Gable,TA,CBlock,Fa,GasA,TA,Y,SBrkr,1,1,2,1,TA,5,0,NA,Detchd,Unf,1,TA,0,NA,NA,6,2006,83000
+1380,9735,1Fam,SLvl,5,2006,Gable,TA,PConc,TA,GasA,Gd,Y,NA,2,1,3,1,Gd,7,0,NA,BuiltIn,Fin,2,TA,0,NA,NA,5,2008,167500
+1381,8212,1Fam,1Story,3,1914,Gable,Fa,BrkTil,Fa,GasA,TA,N,FuseF,1,0,2,1,TA,5,0,NA,Detchd,Unf,1,Fa,0,NA,NA,6,2010,58500
+1382,12925,1Fam,1Story,7,1970,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,2,1,4,1,TA,7,2,Gd,Attchd,Fin,2,TA,0,NA,NA,5,2008,237500
+1383,7200,1Fam,2Story,7,1920,Hip,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,4,1,Gd,8,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2006,157000
+1384,25339,1Fam,1Story,7,1918,Gable,Gd,BrkTil,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,Unf,2,TA,0,NA,NA,8,2007,112000
+1385,9060,1Fam,1.5Fin,5,1939,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,10,2009,105000
+1386,5436,1Fam,1.5Fin,8,1922,Gable,Gd,BrkTil,TA,GasA,Gd,Y,SBrkr,1,0,3,1,Gd,7,0,NA,Detchd,Unf,1,TA,0,NA,MnPrv,5,2010,125500
+1387,16692,1Fam,2Story,5,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,3,1,5,1,Gd,12,2,TA,Attchd,RFn,2,TA,519,Fa,MnPrv,7,2006,250000
+1388,8520,1Fam,1.5Fin,7,1916,Gable,Gd,BrkTil,TA,GasW,TA,N,SBrkr,2,0,5,1,Gd,10,1,Gd,Detchd,Unf,1,TA,0,NA,GdWo,8,2007,136000
+1389,14892,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,2,Gd,Attchd,Fin,3,TA,0,NA,NA,10,2009,377500
+1390,6000,1Fam,1.5Fin,6,1941,Gable,Gd,BrkTil,Gd,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,1,Gd,Detchd,Unf,2,TA,0,NA,NA,3,2007,131000
+1391,9100,1Fam,1Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,9,2006,235000
+1392,8944,Duplex,1Story,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,2,TA,8,0,NA,Detchd,Unf,3,TA,0,NA,NA,4,2009,124000
+1393,7838,1Fam,SFoyer,5,1967,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,1,Po,Attchd,RFn,1,TA,0,NA,MnWw,12,2006,123000
+1394,10800,2fmCon,1.5Fin,7,1905,Gable,TA,BrkTil,TA,GasA,Ex,N,SBrkr,2,0,3,2,TA,7,1,TA,Detchd,Unf,2,TA,0,NA,NA,4,2008,163000
+1395,4045,TwnhsE,1Story,5,2006,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,Fin,3,TA,0,NA,NA,10,2006,246578
+1396,12665,1Fam,2Story,5,2005,Hip,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,4,1,Gd,9,1,Gd,BuiltIn,Fin,3,TA,0,NA,NA,2,2007,281213
+1397,57200,1Fam,1Story,5,1948,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,7,2,TA,Detchd,Unf,2,TA,0,NA,NA,6,2010,160000
+1398,6120,1Fam,2Story,8,1920,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,1,1,4,1,TA,8,0,NA,Detchd,Unf,1,Fa,0,NA,NA,5,2007,137500
+1399,7200,1Fam,1.5Fin,4,1950,Gable,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,1,3,1,TA,7,0,NA,Attchd,Unf,1,TA,0,NA,GdPrv,5,2009,138000
+1400,6171,1Fam,1.5Fin,6,1925,Gable,TA,BrkTil,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,Gd,Detchd,Unf,1,TA,0,NA,MnPrv,10,2009,137450
+1401,6000,1Fam,1.5Fin,7,1929,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,1,Gd,BuiltIn,RFn,1,TA,0,NA,NA,7,2008,120000
+1402,7415,1Fam,2Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2008,193000
+1403,6762,1Fam,1Story,5,2006,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,1,Gd,Attchd,RFn,2,TA,0,NA,NA,7,2006,193879
+1404,15256,1Fam,1Story,5,2007,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,6,0,NA,Attchd,Unf,3,TA,0,NA,NA,8,2007,282922
+1405,10410,1Fam,1.5Fin,4,1915,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,3,TA,0,NA,MnPrv,1,2006,105000
+1406,3842,TwnhsE,1Story,5,2004,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,5,1,Gd,Attchd,Fin,2,TA,0,NA,NA,1,2008,275000
+1407,8445,1Fam,SFoyer,7,1972,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,MnPrv,3,2009,133000
+1408,8780,1Fam,1Story,5,1985,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,5,0,NA,NA,NA,0,NA,0,NA,MnPrv,3,2009,112000
+1409,7740,1Fam,2Story,7,1910,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2010,125500
+1410,20544,1Fam,2Story,6,1986,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,Fin,2,TA,0,NA,MnPrv,11,2008,215000
+1411,12420,1Fam,2Story,5,2001,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,6,2009,230000
+1412,9600,1Fam,1.5Fin,8,1950,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,MnPrv,9,2009,140000
+1413,7200,Duplex,1Story,5,1949,Gable,TA,Slab,NA,Wall,Fa,N,FuseF,2,0,2,2,TA,6,0,NA,Detchd,Unf,2,TA,0,NA,NA,6,2009,90000
+1414,10994,1Fam,1Story,5,2005,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,7,1,Gd,Attchd,Fin,2,TA,0,NA,NA,9,2009,257000
+1415,13053,1Fam,1.5Fin,7,1923,Gambrel,TA,BrkTil,TA,GasA,Gd,Y,SBrkr,1,1,4,1,Gd,8,1,Gd,Detchd,Unf,2,TA,0,NA,NA,6,2008,207000
+1416,3635,TwnhsE,1Story,5,2007,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,1,1,Gd,7,1,TA,Attchd,RFn,3,TA,0,NA,NA,5,2009,175900
+1417,11340,2fmCon,2Story,6,1885,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,2,0,4,2,TA,11,0,NA,Detchd,Unf,2,TA,0,NA,NA,4,2010,122500
+1418,16545,1Fam,2Story,5,1998,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,7,1,TA,Attchd,Fin,3,TA,0,NA,NA,5,2009,340000
+1419,9204,1Fam,1Story,5,1963,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,8,2008,124000
+1420,16381,1Fam,1Story,5,1969,Gable,Gd,CBlock,TA,GasA,Gd,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,12,2006,223000
+1421,11700,1Fam,2Story,6,1968,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2006,179900
+1422,4043,TwnhsE,1Story,5,1977,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,4,1,Fa,Attchd,RFn,2,TA,0,NA,NA,7,2010,127500
+1423,4435,TwnhsE,1Story,5,2003,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,0,NA,Attchd,Fin,2,TA,0,NA,NA,3,2008,136500
+1424,19690,1Fam,SLvl,7,1966,Flat,Gd,CBlock,TA,GasA,TA,Y,SBrkr,2,0,4,1,Gd,8,1,Gd,Attchd,Unf,2,Gd,738,Gd,GdPrv,8,2006,274970
+1425,9503,1Fam,1Story,5,1958,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,TA,6,1,TA,Detchd,Unf,1,TA,0,NA,GdWo,6,2007,144000
+1426,10721,1Fam,1Story,6,1959,Hip,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,3,1,Gd,7,0,NA,Detchd,Unf,2,TA,0,NA,NA,10,2008,142000
+1427,10944,1Fam,2Story,5,1994,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,5,2,TA,Attchd,RFn,2,TA,0,NA,NA,8,2008,271000
+1428,10930,1Fam,1.5Fin,6,1945,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,1,3,1,TA,6,1,TA,Attchd,Unf,1,TA,0,NA,NA,4,2008,140000
+1429,7200,1Fam,1Story,7,1940,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,0,2,1,Gd,4,2,Gd,Attchd,Unf,1,TA,0,NA,MnPrv,2,2010,119000
+1430,12546,1Fam,1Story,7,1981,Gable,Gd,CBlock,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,1,TA,Attchd,Fin,2,TA,0,NA,NA,4,2007,182900
+1431,21930,1Fam,2Story,5,2005,Gable,TA,PConc,Gd,GasA,Ex,Y,SBrkr,2,1,4,1,TA,7,1,Gd,BuiltIn,Fin,2,TA,0,NA,NA,7,2006,192140
+1432,4928,TwnhsE,1Story,6,1976,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,2,1,TA,5,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2009,143750
+1433,10800,1Fam,1Story,6,1927,Gable,TA,BrkTil,TA,GasA,TA,Y,SBrkr,2,0,4,1,TA,5,0,NA,Detchd,Unf,1,Fa,0,NA,NA,8,2007,64500
+1434,10261,1Fam,2Story,5,2000,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,8,1,TA,Attchd,Fin,2,TA,0,NA,NA,5,2008,186500
+1435,17400,1Fam,1Story,5,1977,Gable,TA,CBlock,TA,GasA,Fa,Y,SBrkr,2,0,3,1,TA,5,1,Gd,Attchd,RFn,2,TA,0,NA,NA,5,2006,160000
+1436,8400,1Fam,1Story,9,1962,Gable,Gd,CBlock,TA,GasA,TA,Y,SBrkr,1,1,3,1,Gd,7,1,Gd,Attchd,RFn,2,TA,0,NA,GdPrv,7,2008,174000
+1437,9000,1Fam,1Story,6,1971,Gable,TA,PConc,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,5,0,NA,Detchd,Unf,2,TA,0,NA,GdWo,5,2007,120500
+1438,12444,1Fam,1Story,5,2008,Hip,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,11,2008,394617
+1439,7407,1Fam,1Story,7,1957,Gable,TA,CBlock,TA,GasA,TA,Y,FuseA,1,0,2,1,TA,6,0,NA,Attchd,Unf,2,TA,0,NA,MnPrv,4,2010,149700
+1440,11584,1Fam,SLvl,6,1979,Hip,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,1,3,1,TA,6,1,TA,Attchd,RFn,2,TA,0,NA,NA,11,2007,197000
+1441,11526,1Fam,2.5Fin,7,1922,Gable,TA,BrkTil,TA,GasA,Fa,Y,SBrkr,2,0,3,1,TA,11,1,Gd,Detchd,Fin,2,TA,0,NA,NA,9,2008,191000
+1442,4426,TwnhsE,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Gd,3,1,TA,Attchd,RFn,2,TA,0,NA,NA,5,2008,149300
+1443,11003,1Fam,2Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Ex,10,1,Ex,Attchd,Fin,3,TA,0,NA,NA,4,2009,310000
+1444,8854,1Fam,1.5Unf,6,1916,Gable,TA,BrkTil,TA,Grav,Fa,N,FuseF,1,0,2,1,Fa,4,1,Gd,Detchd,Unf,1,Po,0,NA,NA,5,2009,121000
+1445,8500,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Gd,7,0,NA,Attchd,RFn,2,TA,0,NA,NA,11,2007,179600
+1446,8400,1Fam,SFoyer,5,1966,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,0,3,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,NA,5,2007,129000
+1447,26142,1Fam,1Story,7,1962,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,1,0,3,1,TA,6,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2010,157900
+1448,10000,1Fam,2Story,5,1995,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,Gd,8,1,TA,Attchd,RFn,2,TA,0,NA,NA,12,2007,240000
+1449,11767,1Fam,2Story,7,1910,Gable,TA,CBlock,TA,GasA,Gd,N,SBrkr,1,1,2,1,TA,6,0,NA,Detchd,Unf,1,TA,0,NA,GdWo,5,2007,112000
+1450,1533,Twnhs,SFoyer,7,1970,Gable,TA,CBlock,TA,GasA,Ex,Y,SBrkr,1,0,1,1,Ex,3,0,NA,NA,NA,0,NA,0,NA,NA,8,2006,92000
+1451,9000,Duplex,2Story,5,1974,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,2,4,2,TA,8,0,NA,NA,NA,0,NA,0,NA,NA,9,2009,136000
+1452,9262,1Fam,1Story,5,2008,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,3,1,Ex,7,1,Gd,Attchd,Fin,3,TA,0,NA,NA,5,2009,287090
+1453,3675,TwnhsE,SLvl,5,2005,Gable,TA,PConc,TA,GasA,Gd,Y,SBrkr,1,0,2,1,TA,5,0,NA,Basment,Fin,2,TA,0,NA,NA,5,2006,145000
+1454,17217,1Fam,1Story,5,2006,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,1,0,3,1,TA,6,0,NA,NA,NA,0,NA,0,NA,NA,7,2006,84500
+1455,7500,1Fam,1Story,5,2004,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,0,2,1,Gd,6,0,NA,Attchd,RFn,2,TA,0,NA,NA,10,2009,185000
+1456,7917,1Fam,2Story,5,1999,Gable,TA,PConc,TA,GasA,Ex,Y,SBrkr,2,1,3,1,TA,7,1,TA,Attchd,RFn,2,TA,0,NA,NA,8,2007,175000
+1457,13175,1Fam,1Story,6,1978,Gable,TA,CBlock,TA,GasA,TA,Y,SBrkr,2,0,3,1,TA,7,2,TA,Attchd,Unf,2,TA,0,NA,MnPrv,2,2010,210000
+1458,9042,1Fam,2Story,9,1941,Gable,Gd,Stone,Gd,GasA,Ex,Y,SBrkr,2,0,4,1,Gd,9,2,Gd,Attchd,RFn,1,TA,0,NA,GdPrv,5,2010,266500
+1459,9717,1Fam,1Story,6,1950,Hip,TA,CBlock,TA,GasA,Gd,Y,FuseA,1,0,2,1,Gd,5,0,NA,Attchd,Unf,1,TA,0,NA,NA,4,2010,142125
+1460,9937,1Fam,1Story,6,1965,Gable,TA,CBlock,TA,GasA,Gd,Y,SBrkr,1,1,3,1,TA,6,0,NA,Attchd,Fin,1,TA,0,NA,NA,6,2008,147500
\ No newline at end of file
diff --git a/db2_with_json/docs/source/images/img-1.png b/db2_with_json/docs/source/images/img-1.png
new file mode 100644
index 0000000..ea89936
Binary files /dev/null and b/db2_with_json/docs/source/images/img-1.png differ
diff --git a/db2_with_json/docs/source/images/img-2.png b/db2_with_json/docs/source/images/img-2.png
new file mode 100644
index 0000000..7c864f4
Binary files /dev/null and b/db2_with_json/docs/source/images/img-2.png differ
diff --git a/db2_with_json/docs/source/images/img-3.png b/db2_with_json/docs/source/images/img-3.png
new file mode 100644
index 0000000..0a2d253
Binary files /dev/null and b/db2_with_json/docs/source/images/img-3.png differ
diff --git a/db2_with_json/docs/source/images/img-4.png b/db2_with_json/docs/source/images/img-4.png
new file mode 100644
index 0000000..a5d57dd
Binary files /dev/null and b/db2_with_json/docs/source/images/img-4.png differ
diff --git a/db2_with_json/docs/source/images/img-5.png b/db2_with_json/docs/source/images/img-5.png
new file mode 100644
index 0000000..3cb65a1
Binary files /dev/null and b/db2_with_json/docs/source/images/img-5.png differ
diff --git a/db2_with_json/docs/source/images/img-6.png b/db2_with_json/docs/source/images/img-6.png
new file mode 100644
index 0000000..f3ab061
Binary files /dev/null and b/db2_with_json/docs/source/images/img-6.png differ
diff --git a/db2_with_json/docs/source/images/img-7.png b/db2_with_json/docs/source/images/img-7.png
new file mode 100644
index 0000000..bed8753
Binary files /dev/null and b/db2_with_json/docs/source/images/img-7.png differ
diff --git a/db2_with_json/notebook/JSON Db2 House Value.ipynb b/db2_with_json/notebook/JSON Db2 House Value.ipynb
new file mode 100644
index 0000000..15c5dfa
--- /dev/null
+++ b/db2_with_json/notebook/JSON Db2 House Value.ipynb
@@ -0,0 +1,745 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Creating JSON Columns in House Value Dataset"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We will be showing create a table in Db2 that utilizes JSON columns by using the JSON2BSON and BSON2JSON system calls."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Import Python Modules"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "In some cases if your `import ibm_db` and `import ibm_db_dbi` does not work. Please refer to github issue [here](https://github.com/ibmdb/python-ibmdb/issues/276).\n",
+ "\n",
+ "#### IMPORTANT NOTE: \n",
+ "If you have a Mac, you will need to refer to the github link above and run the `install_name_tool`. Please make sure that you edit that line properly and make sure the paths are correct, otherwise it will affect other python dependencies!!!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!easy_install ibm_db"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import ibm_db\n",
+ "import ibm_db_dbi\n",
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Connect to DB2 Instance\n",
+ "Here we will be connecting to our Db2 instance with the following service credentials. Please also enter the schema name you would like your table to be under."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Connection To DB2 Instance Has Been Created!\n"
+ ]
+ }
+ ],
+ "source": [
+ "# DON'T TOUCH THE `DRIVER` ATTRIBUTE! \n",
+ "dsn = \"DRIVER={{IBM DB2 ODBC DRIVER}};\" + \\\n",
+ " \"DATABASE={DATABASE_NAME};\" + \\\n",
+ " \"HOSTNAME={HOST_NAME};\" + \\\n",
+ " \"PORT=50000;\" + \\\n",
+ " \"PROTOCOL=TCPIP;\" + \\\n",
+ " \"UID={UID};\" + \\\n",
+ " \"PWD={PWD};\"\n",
+ "SCHEMA_NAME = 'KXQ49540'\n",
+ "hdbc = ibm_db.connect(dsn, \"\", \"\")\n",
+ "hdbi = ibm_db_dbi.Connection(hdbc)\n",
+ "print('Connection To DB2 Instance Has Been Created!')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Creat Table With JSON Columns\n",
+ "Here we will be creating a table for our House Value dataset. Notice how `BLDGTYPE` and `HOUSESTYLE` have type `BLOB`. This indicates that those columns will be BSON columns. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sql = 'CREATE TABLE '+SCHEMA_NAME+'.HOME_SALES ( ' + \\\n",
+ " 'ID SMALLINT, ' + \\\n",
+ " 'LOTAREA INTEGER, ' + \\\n",
+ " 'BLDGTYPE BLOB,' + \\\n",
+ " 'HOUSESTYLE BLOB, ' + \\\n",
+ " 'OVERALLCOND INTEGER, ' + \\\n",
+ " 'YEARBUILT INTEGER, ' + \\\n",
+ " 'ROOFSTYLE VARCHAR(50), ' + \\\n",
+ " 'EXTERCOND VARCHAR(50), ' + \\\n",
+ " 'FOUNDATION VARCHAR(50), ' + \\\n",
+ " 'BSMTCOND VARCHAR(50), ' + \\\n",
+ " 'HEATING VARCHAR(50), ' + \\\n",
+ " 'HEATINGQC VARCHAR(50),' + \\\n",
+ " 'CENTRALAIR VARCHAR(50), ' + \\\n",
+ " 'ELECTRICAL VARCHAR(50), ' + \\\n",
+ " 'FULLBATH INTEGER, ' + \\\n",
+ " 'HALFBATH INTEGER, ' + \\\n",
+ " 'BEDROOMABVGR INTEGER, ' + \\\n",
+ " 'KITCHENABVGR INTEGER, ' + \\\n",
+ " 'KITCHENQUAL VARCHAR(50), ' + \\\n",
+ " 'TOTRMSABVGRD INTEGER, ' + \\\n",
+ " 'FIREPLACES INTEGER, ' + \\\n",
+ " 'FIREPLACEQU VARCHAR(50), ' + \\\n",
+ " 'GARAGETYPE VARCHAR(50), ' + \\\n",
+ " 'GARAGEFINISH VARCHAR(50), ' + \\\n",
+ " 'GARAGECARS INTEGER, ' + \\\n",
+ " 'GARAGECOND VARCHAR(50), ' + \\\n",
+ " 'POOLAREA INTEGER, ' + \\\n",
+ " 'POOLQC VARCHAR(50), ' + \\\n",
+ " 'FENCE VARCHAR(50), ' + \\\n",
+ " 'MOSOLD INTEGER, ' + \\\n",
+ " 'YRSOLD INTEGER, ' + \\\n",
+ " 'SALEPRICE INTEGER )'\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Time to execute our SQL statement and create a table. You may go to your DB2 instance and verify that the table has been created."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "ERROR: Table Already Exist Or Some Other Error\n"
+ ]
+ }
+ ],
+ "source": [
+ "try:\n",
+ " stmt = ibm_db.exec_immediate(hdbc, sql)\n",
+ " print('Table HOME_SALES Has Been Created Under ' + str(SCHEMA_NAME) + ' Schema!')\n",
+ "except:\n",
+ " print('ERROR: Table Already Exist Or Some Other Error')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Prepare and Load File into Database\n",
+ "As mentioned before, we will be using the home_sales dataset. We will be reading each row at a time since we need to convert two columns into a JSON before inserting into the db."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " ID | \n",
+ " LOTAREA | \n",
+ " BLDGTYPE | \n",
+ " HOUSESTYLE | \n",
+ " OVERALLCOND | \n",
+ " YEARBUILT | \n",
+ " ROOFSTYLE | \n",
+ " EXTERCOND | \n",
+ " FOUNDATION | \n",
+ " BSMTCOND | \n",
+ " ... | \n",
+ " GARAGETYPE | \n",
+ " GARAGEFINISH | \n",
+ " GARAGECARS | \n",
+ " GARAGECOND | \n",
+ " POOLAREA | \n",
+ " POOLQC | \n",
+ " FENCE | \n",
+ " MOSOLD | \n",
+ " YRSOLD | \n",
+ " SALEPRICE | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 1 | \n",
+ " 8450 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ " 5 | \n",
+ " 2003 | \n",
+ " Gable | \n",
+ " TA | \n",
+ " PConc | \n",
+ " TA | \n",
+ " ... | \n",
+ " Attchd | \n",
+ " RFn | \n",
+ " 2 | \n",
+ " TA | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 2 | \n",
+ " 2008 | \n",
+ " 208500 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 2 | \n",
+ " 9600 | \n",
+ " 1Fam | \n",
+ " 1Story | \n",
+ " 8 | \n",
+ " 1976 | \n",
+ " Gable | \n",
+ " TA | \n",
+ " CBlock | \n",
+ " TA | \n",
+ " ... | \n",
+ " Attchd | \n",
+ " RFn | \n",
+ " 2 | \n",
+ " TA | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 5 | \n",
+ " 2007 | \n",
+ " 181500 | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 3 | \n",
+ " 11250 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ " 5 | \n",
+ " 2001 | \n",
+ " Gable | \n",
+ " TA | \n",
+ " PConc | \n",
+ " TA | \n",
+ " ... | \n",
+ " Attchd | \n",
+ " RFn | \n",
+ " 2 | \n",
+ " TA | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 9 | \n",
+ " 2008 | \n",
+ " 223500 | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 4 | \n",
+ " 9550 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ " 5 | \n",
+ " 1915 | \n",
+ " Gable | \n",
+ " TA | \n",
+ " BrkTil | \n",
+ " Gd | \n",
+ " ... | \n",
+ " Detchd | \n",
+ " Unf | \n",
+ " 3 | \n",
+ " TA | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 2 | \n",
+ " 2006 | \n",
+ " 140000 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 5 | \n",
+ " 14260 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ " 5 | \n",
+ " 2000 | \n",
+ " Gable | \n",
+ " TA | \n",
+ " PConc | \n",
+ " TA | \n",
+ " ... | \n",
+ " Attchd | \n",
+ " RFn | \n",
+ " 3 | \n",
+ " TA | \n",
+ " 0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " 12 | \n",
+ " 2008 | \n",
+ " 250000 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
5 rows × 32 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " ID LOTAREA BLDGTYPE HOUSESTYLE OVERALLCOND YEARBUILT ROOFSTYLE \\\n",
+ "0 1 8450 1Fam 2Story 5 2003 Gable \n",
+ "1 2 9600 1Fam 1Story 8 1976 Gable \n",
+ "2 3 11250 1Fam 2Story 5 2001 Gable \n",
+ "3 4 9550 1Fam 2Story 5 1915 Gable \n",
+ "4 5 14260 1Fam 2Story 5 2000 Gable \n",
+ "\n",
+ " EXTERCOND FOUNDATION BSMTCOND ... GARAGETYPE GARAGEFINISH GARAGECARS \\\n",
+ "0 TA PConc TA ... Attchd RFn 2 \n",
+ "1 TA CBlock TA ... Attchd RFn 2 \n",
+ "2 TA PConc TA ... Attchd RFn 2 \n",
+ "3 TA BrkTil Gd ... Detchd Unf 3 \n",
+ "4 TA PConc TA ... Attchd RFn 3 \n",
+ "\n",
+ " GARAGECOND POOLAREA POOLQC FENCE MOSOLD YRSOLD SALEPRICE \n",
+ "0 TA 0 NaN NaN 2 2008 208500 \n",
+ "1 TA 0 NaN NaN 5 2007 181500 \n",
+ "2 TA 0 NaN NaN 9 2008 223500 \n",
+ "3 TA 0 NaN NaN 2 2006 140000 \n",
+ "4 TA 0 NaN NaN 12 2008 250000 \n",
+ "\n",
+ "[5 rows x 32 columns]"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = pd.read_csv(\"../data/home-sales-training-data.csv\") \n",
+ "data.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sql_p1 = 'INSERT INTO '+SCHEMA_NAME+'.HOME_SALES (' + \\\n",
+ " 'ID, ' + \\\n",
+ " 'LOTAREA, ' + \\\n",
+ " 'BLDGTYPE,' + \\\n",
+ " 'HOUSESTYLE, ' + \\\n",
+ " 'OVERALLCOND, ' + \\\n",
+ " 'YEARBUILT, ' + \\\n",
+ " 'ROOFSTYLE, ' + \\\n",
+ " 'EXTERCOND, ' + \\\n",
+ " 'FOUNDATION, ' + \\\n",
+ " 'BSMTCOND, ' + \\\n",
+ " 'HEATING, ' + \\\n",
+ " 'HEATINGQC,' + \\\n",
+ " 'CENTRALAIR, ' + \\\n",
+ " 'ELECTRICAL, ' + \\\n",
+ " 'FULLBATH, ' + \\\n",
+ " 'HALFBATH, ' + \\\n",
+ " 'BEDROOMABVGR, ' + \\\n",
+ " 'KITCHENABVGR, ' + \\\n",
+ " 'KITCHENQUAL, ' + \\\n",
+ " 'TOTRMSABVGRD, ' + \\\n",
+ " 'FIREPLACES, ' + \\\n",
+ " 'FIREPLACEQU, ' + \\\n",
+ " 'GARAGETYPE, ' + \\\n",
+ " 'GARAGEFINISH, ' + \\\n",
+ " 'GARAGECARS , ' + \\\n",
+ " 'GARAGECOND, ' + \\\n",
+ " 'POOLAREA , ' + \\\n",
+ " 'POOLQC, ' + \\\n",
+ " 'FENCE, ' + \\\n",
+ " 'MOSOLD, ' + \\\n",
+ " 'YRSOLD, ' + \\\n",
+ " 'SALEPRICE )'"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As you can see, we are going through each row of the pandas dataframe and extracting each value. Notice how we are wrapper `BLDGTYPE` and `HOUSESTYLE` in a JSON object. We then put the JSON object in a system call function - `JSON2BSON`. This function converts the JSON object into a BSON, which is a binary representation of the JSON object. So when you view your data in the table, these two columns will be representated in binaray form. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for index, row in data.iterrows():\n",
+ " sql_p2 = ' VALUES ('+str(row['ID'])+' , ' + \\\n",
+ " ''+str(row['LOTAREA'])+' , ' + \\\n",
+ " 'SYSTOOLS.JSON2BSON(\\' { \"BLDGTYPE\": \"'+str(row['BLDGTYPE'])+'\"} \\') , ' + \\\n",
+ " 'SYSTOOLS.JSON2BSON(\\' { \"HOUSESTYLE\": \"'+str(row['HOUSESTYLE'])+'\"} \\') , ' + \\\n",
+ " ''+str(row['OVERALLCOND'])+' , ' + \\\n",
+ " ''+str(row['YEARBUILT'])+' , ' + \\\n",
+ " '\\''+str(row['ROOFSTYLE'])+'\\' , ' + \\\n",
+ " '\\''+str(row['EXTERCOND'])+'\\' , ' + \\\n",
+ " '\\''+str(row['FOUNDATION'])+'\\' , ' + \\\n",
+ " '\\''+str(row['BSMTCOND'])+'\\' , ' + \\\n",
+ " '\\''+str(row['HEATING'])+'\\' , ' + \\\n",
+ " '\\''+str(row['HEATINGQC'])+'\\' , ' + \\\n",
+ " '\\''+str(row['CENTRALAIR'])+'\\' , ' + \\\n",
+ " '\\''+str(row['ELECTRICAL'])+'\\' , ' + \\\n",
+ " ''+str(row['FULLBATH'])+' , ' + \\\n",
+ " ''+str(row['HALFBATH'])+' , ' + \\\n",
+ " ''+str(row['BEDROOMABVGR'])+' , ' + \\\n",
+ " ''+str(row['KITCHENABVGR'])+' , ' + \\\n",
+ " '\\''+str(row['KITCHENQUAL'])+'\\' , ' + \\\n",
+ " ''+str(row['TOTRMSABVGRD'])+' , ' + \\\n",
+ " ''+str(row['FIREPLACES'])+' , ' + \\\n",
+ " '\\''+str(row['FIREPLACEQU'])+'\\' , ' + \\\n",
+ " '\\''+str(row['GARAGETYPE'])+'\\' , ' + \\\n",
+ " '\\''+str(row['GARAGEFINISH'])+'\\' , ' + \\\n",
+ " ''+str(row['GARAGECARS'])+' , ' + \\\n",
+ " '\\''+str(row['GARAGECOND'])+'\\' , ' + \\\n",
+ " ''+str(row['POOLAREA'])+' , ' + \\\n",
+ " '\\''+str(row['POOLQC'])+'\\' , ' + \\\n",
+ " '\\''+str(row['FENCE'])+'\\' , ' + \\\n",
+ " ''+str(row['MOSOLD'])+' , ' + \\\n",
+ " ''+str(row['YRSOLD'])+' , ' + \\\n",
+ " ''+str(row['SALEPRICE'])+' ' + \\\n",
+ " ')'\n",
+ " sql_final = sql_p1 + sql_p2\n",
+ " stmt = ibm_db.exec_immediate(hdbc, sql_final)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Viewing and Pulling Data From Database\n",
+ "Now that we have inserted all our data into our database, we want to be able to read and extract information. For that we will use the `SELECT` statement. Notice that we will be using the system call `BSON2JSON`. Since two of your columns are JSON objects and stored in the database as binary objects, we need to convert them back to JSON so that we can read and use that data effectively. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sql = 'SELECT LOTAREA, MOSOLD, YRSOLD, SALEPRICE, SYSTOOLS.BSON2JSON(BLDGTYPE) AS BLDGTYPE , SYSTOOLS.BSON2JSON(HOUSESTYLE) AS HOUSESTYLE FROM '+SCHEMA_NAME+'.HOME_SALES;'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " LOTAREA | \n",
+ " MOSOLD | \n",
+ " YRSOLD | \n",
+ " SALEPRICE | \n",
+ " BLDGTYPE | \n",
+ " HOUSESTYLE | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 8450 | \n",
+ " 2 | \n",
+ " 2008 | \n",
+ " 208500 | \n",
+ " {\"BLDGTYPE\":\"1Fam\"} | \n",
+ " {\"HOUSESTYLE\":\"2Story\"} | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 9600 | \n",
+ " 5 | \n",
+ " 2007 | \n",
+ " 181500 | \n",
+ " {\"BLDGTYPE\":\"1Fam\"} | \n",
+ " {\"HOUSESTYLE\":\"1Story\"} | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 11250 | \n",
+ " 9 | \n",
+ " 2008 | \n",
+ " 223500 | \n",
+ " {\"BLDGTYPE\":\"1Fam\"} | \n",
+ " {\"HOUSESTYLE\":\"2Story\"} | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 9550 | \n",
+ " 2 | \n",
+ " 2006 | \n",
+ " 140000 | \n",
+ " {\"BLDGTYPE\":\"1Fam\"} | \n",
+ " {\"HOUSESTYLE\":\"2Story\"} | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 14260 | \n",
+ " 12 | \n",
+ " 2008 | \n",
+ " 250000 | \n",
+ " {\"BLDGTYPE\":\"1Fam\"} | \n",
+ " {\"HOUSESTYLE\":\"2Story\"} | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " LOTAREA MOSOLD YRSOLD SALEPRICE BLDGTYPE \\\n",
+ "0 8450 2 2008 208500 {\"BLDGTYPE\":\"1Fam\"} \n",
+ "1 9600 5 2007 181500 {\"BLDGTYPE\":\"1Fam\"} \n",
+ "2 11250 9 2008 223500 {\"BLDGTYPE\":\"1Fam\"} \n",
+ "3 9550 2 2006 140000 {\"BLDGTYPE\":\"1Fam\"} \n",
+ "4 14260 12 2008 250000 {\"BLDGTYPE\":\"1Fam\"} \n",
+ "\n",
+ " HOUSESTYLE \n",
+ "0 {\"HOUSESTYLE\":\"2Story\"} \n",
+ "1 {\"HOUSESTYLE\":\"1Story\"} \n",
+ "2 {\"HOUSESTYLE\":\"2Story\"} \n",
+ "3 {\"HOUSESTYLE\":\"2Story\"} \n",
+ "4 {\"HOUSESTYLE\":\"2Story\"} "
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df = pd.read_sql(sql,hdbi)\n",
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sql = 'SELECT LOTAREA, MOSOLD, YRSOLD, SALEPRICE, JSON_VAL(BLDGTYPE,\\'BLDGTYPE\\',\\'s:36\\') AS BLDGTYPE , JSON_VAL(HOUSESTYLE,\\'HOUSESTYLE\\',\\'s:36\\') AS HOUSESTYLE FROM '+SCHEMA_NAME+'.HOME_SALES;'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " LOTAREA | \n",
+ " MOSOLD | \n",
+ " YRSOLD | \n",
+ " SALEPRICE | \n",
+ " BLDGTYPE | \n",
+ " HOUSESTYLE | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " 8450 | \n",
+ " 2 | \n",
+ " 2008 | \n",
+ " 208500 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 9600 | \n",
+ " 5 | \n",
+ " 2007 | \n",
+ " 181500 | \n",
+ " 1Fam | \n",
+ " 1Story | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 11250 | \n",
+ " 9 | \n",
+ " 2008 | \n",
+ " 223500 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 9550 | \n",
+ " 2 | \n",
+ " 2006 | \n",
+ " 140000 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 14260 | \n",
+ " 12 | \n",
+ " 2008 | \n",
+ " 250000 | \n",
+ " 1Fam | \n",
+ " 2Story | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " LOTAREA MOSOLD YRSOLD SALEPRICE BLDGTYPE HOUSESTYLE\n",
+ "0 8450 2 2008 208500 1Fam 2Story\n",
+ "1 9600 5 2007 181500 1Fam 1Story\n",
+ "2 11250 9 2008 223500 1Fam 2Story\n",
+ "3 9550 2 2006 140000 1Fam 2Story\n",
+ "4 14260 12 2008 250000 1Fam 2Story"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df = pd.read_sql(sql,hdbi)\n",
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}