Pandas Display Options

Import Pandas

These are Pandas settings after all…

import pandas as pd

First, let’s look at the default display options:

print("Maximum Number of Rows:", pd.options.display.max_rows)
print("Maximum Number of Columns:", pd.options.display.max_columns)
print("Maximum Number of Characters displayed in a Column:", pd.options.display.max_colwidth)
Maximum Number of Rows: 60
Maximum Number of Columns: 20
Maximum Number of Characters displayed in a Column: 50

Import CSVs for demonstration purposes

AMES Housing Training Dataset and a Twitter Sentiment Dataset

AMES = pd.read_csv('https://raw.githubusercontent.com/ryanleeallred/datasets/master/AMES_housing_train.csv')
tweets = pd.read_csv('https://raw.githubusercontent.com/ryanleeallred/datasets/master/twitter_sentiment.csv')

Not Enough Columns Displayed

If you scroll to the right look just past the “Utilities” column you’ll see an elipses “. . .” indicating that there are columns that have not been displayed. If you need to review columns in this region you will need to change the display setting to allow for more rows to be viewed.

AMES.head()
Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour Utilities ... PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition SalePrice
0 1 60 RL 65.0 8450 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 2 2008 WD Normal 208500
1 2 20 RL 80.0 9600 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2007 WD Normal 181500
2 3 60 RL 68.0 11250 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 9 2008 WD Normal 223500
3 4 70 RL 60.0 9550 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 2 2006 WD Abnorml 140000
4 5 60 RL 84.0 14260 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 12 2008 WD Normal 250000

5 rows × 81 columns

Not Enough Rows Displayed

We have displayed 80 rows of the dataset. Scroll down past the 29th and you will see a row of elipses indicating that some have been hidden. Rarely will you need to look at specific rows past the default display range, but if you do, it is usually easier access them by index and print them out. However, you can adjust the maximum number of displayed rows should you need to.

AMES.head(80)
Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour Utilities ... PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition SalePrice
0 1 60 RL 65.0 8450 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 2 2008 WD Normal 208500
1 2 20 RL 80.0 9600 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2007 WD Normal 181500
2 3 60 RL 68.0 11250 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 9 2008 WD Normal 223500
3 4 70 RL 60.0 9550 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 2 2006 WD Abnorml 140000
4 5 60 RL 84.0 14260 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 12 2008 WD Normal 250000
5 6 50 RL 85.0 14115 Pave NaN IR1 Lvl AllPub ... 0 NaN MnPrv Shed 700 10 2009 WD Normal 143000
6 7 20 RL 75.0 10084 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 8 2007 WD Normal 307000
7 8 60 RL NaN 10382 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN Shed 350 11 2009 WD Normal 200000
8 9 50 RM 51.0 6120 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 4 2008 WD Abnorml 129900
9 10 190 RL 50.0 7420 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 1 2008 WD Normal 118000
10 11 20 RL 70.0 11200 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 2 2008 WD Normal 129500
11 12 60 RL 85.0 11924 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 7 2006 New Partial 345000
12 13 20 RL NaN 12968 Pave NaN IR2 Lvl AllPub ... 0 NaN NaN NaN 0 9 2008 WD Normal 144000
13 14 20 RL 91.0 10652 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 8 2007 New Partial 279500
14 15 20 RL NaN 10920 Pave NaN IR1 Lvl AllPub ... 0 NaN GdWo NaN 0 5 2008 WD Normal 157000
15 16 45 RM 51.0 6120 Pave NaN Reg Lvl AllPub ... 0 NaN GdPrv NaN 0 7 2007 WD Normal 132000
16 17 20 RL NaN 11241 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN Shed 700 3 2010 WD Normal 149000
17 18 90 RL 72.0 10791 Pave NaN Reg Lvl AllPub ... 0 NaN NaN Shed 500 10 2006 WD Normal 90000
18 19 20 RL 66.0 13695 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 6 2008 WD Normal 159000
19 20 20 RL 70.0 7560 Pave NaN Reg Lvl AllPub ... 0 NaN MnPrv NaN 0 5 2009 COD Abnorml 139000
20 21 60 RL 101.0 14215 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 11 2006 New Partial 325300
21 22 45 RM 57.0 7449 Pave Grvl Reg Bnk AllPub ... 0 NaN GdPrv NaN 0 6 2007 WD Normal 139400
22 23 20 RL 75.0 9742 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 9 2008 WD Normal 230000
23 24 120 RM 44.0 4224 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 6 2007 WD Normal 129900
24 25 20 RL NaN 8246 Pave NaN IR1 Lvl AllPub ... 0 NaN MnPrv NaN 0 5 2010 WD Normal 154000
25 26 20 RL 110.0 14230 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 7 2009 WD Normal 256300
26 27 20 RL 60.0 7200 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2010 WD Normal 134800
27 28 20 RL 98.0 11478 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2010 WD Normal 306000
28 29 20 RL 47.0 16321 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 12 2006 WD Normal 207500
29 30 30 RM 60.0 6324 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 5 2008 WD Normal 68500
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
50 51 60 RL NaN 13869 Pave NaN IR2 Lvl AllPub ... 0 NaN NaN NaN 0 7 2007 WD Normal 177000
51 52 50 RM 52.0 6240 Pave NaN Reg Lvl AllPub ... 0 NaN MnPrv Shed 400 9 2006 WD Normal 114500
52 53 90 RM 110.0 8472 Grvl NaN IR2 Bnk AllPub ... 0 NaN NaN NaN 0 5 2010 WD Normal 110000
53 54 20 RL 68.0 50271 Pave NaN IR1 Low AllPub ... 0 NaN NaN NaN 0 11 2006 WD Normal 385000
54 55 80 RL 60.0 7134 Pave NaN Reg Bnk AllPub ... 0 NaN MnPrv NaN 0 2 2007 WD Normal 130000
55 56 20 RL 100.0 10175 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 7 2008 WD Normal 180500
56 57 160 FV 24.0 2645 Pave Pave Reg Lvl AllPub ... 0 NaN NaN NaN 0 8 2009 WD Abnorml 172500
57 58 60 RL 89.0 11645 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 8 2006 WD Normal 196500
58 59 60 RL 66.0 13682 Pave NaN IR2 HLS AllPub ... 0 NaN NaN NaN 0 10 2006 New Partial 438780
59 60 20 RL 60.0 7200 Pave NaN Reg Bnk AllPub ... 0 NaN MnPrv NaN 0 1 2008 WD Normal 124900
60 61 20 RL 63.0 13072 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2006 New Partial 158000
61 62 75 RM 60.0 7200 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 3 2007 WD Normal 101000
62 63 120 RL 44.0 6442 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 10 2007 WD Normal 202500
63 64 70 RM 50.0 10300 Pave NaN IR1 Bnk AllPub ... 0 NaN GdPrv NaN 0 4 2010 WD Normal 140000
64 65 60 RL NaN 9375 Pave NaN Reg Lvl AllPub ... 0 NaN GdPrv NaN 0 2 2009 WD Normal 219500
65 66 60 RL 76.0 9591 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 10 2007 WD Normal 317000
66 67 20 RL NaN 19900 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 7 2010 WD Normal 180000
67 68 20 RL 72.0 10665 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 6 2007 WD Normal 226000
68 69 30 RM 47.0 4608 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 6 2010 WD Normal 80000
69 70 50 RL 81.0 15593 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 7 2006 WD Normal 225000
70 71 20 RL 95.0 13651 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 2 2007 WD Normal 244000
71 72 20 RL 69.0 7599 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 6 2007 WD Normal 129500
72 73 60 RL 74.0 10141 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 12 2009 WD Normal 185000
73 74 20 RL 85.0 10200 Pave NaN Reg Lvl AllPub ... 0 NaN GdWo NaN 0 5 2010 WD Normal 144900
74 75 50 RM 60.0 5790 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 5 2010 WD Normal 107400
75 76 180 RM 21.0 1596 Pave NaN Reg Lvl AllPub ... 0 NaN GdWo NaN 0 11 2009 WD Normal 91000
76 77 20 RL NaN 8475 Pave NaN IR1 Lvl AllPub ... 0 NaN NaN NaN 0 4 2008 WD Normal 135750
77 78 50 RM 50.0 8635 Pave NaN Reg Lvl AllPub ... 0 NaN MnPrv NaN 0 1 2008 WD Normal 127000
78 79 90 RL 72.0 10778 Pave NaN Reg Lvl AllPub ... 0 NaN NaN NaN 0 4 2010 WD Normal 136500
79 80 50 RM 60.0 10440 Pave Grvl Reg Lvl AllPub ... 0 NaN MnPrv NaN 0 5 2009 WD Normal 110000

80 rows × 81 columns

Not Enough Characters Displayed

This is a common challenge when working with text data or other medium to large strings like addresses, tweets, bios, summaries, etc. In column “1” you can see that each string longer than 50 characters has been truncated. Since most tweets are longer than 50 characters, we have used a tweet sentiment dataset to display this limitation.

tweets.head()
0 1
0 neg @jamielewislewis i cant believe it, it really ...
1 pos having a vodka tonic and looking forward to go...
2 pos @ddlovatofans1neg1 Could you follow me please....
3 pos @jordanknight for once.................. PLEAS...
4 neg Had a dream about a walk in fast food resturau...

How to Change Pandas Display Options - Hard Coded

Pandas display options are notebook-specific so they will be reset on new documents. To change them you will pass in two parameters to the pd.set_option() function: the option you would like to change and the new value. Here’s the syntax for my own future reference since I’m tired of googling it.

pd.set_option('display.max_rows', 999)
pd.set_option('display.max_columns', 100)
pd.set_option('display.max_colwidth', 200)

Setting Options Based on the Dataframe Shape

Using the dataframe shape attribute to control these settings can be helpful especially since most of your row viewing managment will usually come from the .head() function’s row parameter. Indlucing these rows in new notebooks after you have imported a dataframe will save you time.

pd.set_option('display.max_rows', AMES.shape[0])
pd.set_option('display.max_columns', AMES.shape[1])

The Results

Now we will look at the above dataframes again to show you how the display has changed.

AMES.head()
Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir Electrical 1stFlrSF 2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch 3SsnPorch ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition SalePrice
0 1 60 RL 65.0 8450 Pave NaN Reg Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 7 5 2003 2003 Gable CompShg VinylSd VinylSd BrkFace 196.0 Gd TA PConc Gd TA No GLQ 706 Unf 0 150 856 GasA Ex Y SBrkr 856 854 0 1710 1 0 2 1 3 1 Gd 8 Typ 0 NaN Attchd 2003.0 RFn 2 548 TA TA Y 0 61 0 0 0 0 NaN NaN NaN 0 2 2008 WD Normal 208500
1 2 20 RL 80.0 9600 Pave NaN Reg Lvl AllPub FR2 Gtl Veenker Feedr Norm 1Fam 1Story 6 8 1976 1976 Gable CompShg MetalSd MetalSd None 0.0 TA TA CBlock Gd TA Gd ALQ 978 Unf 0 284 1262 GasA Ex Y SBrkr 1262 0 0 1262 0 1 2 0 3 1 TA 6 Typ 1 TA Attchd 1976.0 RFn 2 460 TA TA Y 298 0 0 0 0 0 NaN NaN NaN 0 5 2007 WD Normal 181500
2 3 60 RL 68.0 11250 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 7 5 2001 2002 Gable CompShg VinylSd VinylSd BrkFace 162.0 Gd TA PConc Gd TA Mn GLQ 486 Unf 0 434 920 GasA Ex Y SBrkr 920 866 0 1786 1 0 2 1 3 1 Gd 6 Typ 1 TA Attchd 2001.0 RFn 2 608 TA TA Y 0 42 0 0 0 0 NaN NaN NaN 0 9 2008 WD Normal 223500
3 4 70 RL 60.0 9550 Pave NaN IR1 Lvl AllPub Corner Gtl Crawfor Norm Norm 1Fam 2Story 7 5 1915 1970 Gable CompShg Wd Sdng Wd Shng None 0.0 TA TA BrkTil TA Gd No ALQ 216 Unf 0 540 756 GasA Gd Y SBrkr 961 756 0 1717 1 0 1 0 3 1 Gd 7 Typ 1 Gd Detchd 1998.0 Unf 3 642 TA TA Y 0 35 272 0 0 0 NaN NaN NaN 0 2 2006 WD Abnorml 140000
4 5 60 RL 84.0 14260 Pave NaN IR1 Lvl AllPub FR2 Gtl NoRidge Norm Norm 1Fam 2Story 8 5 2000 2000 Gable CompShg VinylSd VinylSd BrkFace 350.0 Gd TA PConc Gd TA Av GLQ 655 Unf 0 490 1145 GasA Ex Y SBrkr 1145 1053 0 2198 1 0 2 1 4 1 Gd 9 Typ 1 TA Attchd 2000.0 RFn 3 836 TA TA Y 192 84 0 0 0 0 NaN NaN NaN 0 12 2008 WD Normal 250000
AMES.head(100)
Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir Electrical 1stFlrSF 2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch 3SsnPorch ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition SalePrice
0 1 60 RL 65.0 8450 Pave NaN Reg Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 7 5 2003 2003 Gable CompShg VinylSd VinylSd BrkFace 196.0 Gd TA PConc Gd TA No GLQ 706 Unf 0 150 856 GasA Ex Y SBrkr 856 854 0 1710 1 0 2 1 3 1 Gd 8 Typ 0 NaN Attchd 2003.0 RFn 2 548 TA TA Y 0 61 0 0 0 0 NaN NaN NaN 0 2 2008 WD Normal 208500
1 2 20 RL 80.0 9600 Pave NaN Reg Lvl AllPub FR2 Gtl Veenker Feedr Norm 1Fam 1Story 6 8 1976 1976 Gable CompShg MetalSd MetalSd None 0.0 TA TA CBlock Gd TA Gd ALQ 978 Unf 0 284 1262 GasA Ex Y SBrkr 1262 0 0 1262 0 1 2 0 3 1 TA 6 Typ 1 TA Attchd 1976.0 RFn 2 460 TA TA Y 298 0 0 0 0 0 NaN NaN NaN 0 5 2007 WD Normal 181500
2 3 60 RL 68.0 11250 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 7 5 2001 2002 Gable CompShg VinylSd VinylSd BrkFace 162.0 Gd TA PConc Gd TA Mn GLQ 486 Unf 0 434 920 GasA Ex Y SBrkr 920 866 0 1786 1 0 2 1 3 1 Gd 6 Typ 1 TA Attchd 2001.0 RFn 2 608 TA TA Y 0 42 0 0 0 0 NaN NaN NaN 0 9 2008 WD Normal 223500
3 4 70 RL 60.0 9550 Pave NaN IR1 Lvl AllPub Corner Gtl Crawfor Norm Norm 1Fam 2Story 7 5 1915 1970 Gable CompShg Wd Sdng Wd Shng None 0.0 TA TA BrkTil TA Gd No ALQ 216 Unf 0 540 756 GasA Gd Y SBrkr 961 756 0 1717 1 0 1 0 3 1 Gd 7 Typ 1 Gd Detchd 1998.0 Unf 3 642 TA TA Y 0 35 272 0 0 0 NaN NaN NaN 0 2 2006 WD Abnorml 140000
4 5 60 RL 84.0 14260 Pave NaN IR1 Lvl AllPub FR2 Gtl NoRidge Norm Norm 1Fam 2Story 8 5 2000 2000 Gable CompShg VinylSd VinylSd BrkFace 350.0 Gd TA PConc Gd TA Av GLQ 655 Unf 0 490 1145 GasA Ex Y SBrkr 1145 1053 0 2198 1 0 2 1 4 1 Gd 9 Typ 1 TA Attchd 2000.0 RFn 3 836 TA TA Y 192 84 0 0 0 0 NaN NaN NaN 0 12 2008 WD Normal 250000
5 6 50 RL 85.0 14115 Pave NaN IR1 Lvl AllPub Inside Gtl Mitchel Norm Norm 1Fam 1.5Fin 5 5 1993 1995 Gable CompShg VinylSd VinylSd None 0.0 TA TA Wood Gd TA No GLQ 732 Unf 0 64 796 GasA Ex Y SBrkr 796 566 0 1362 1 0 1 1 1 1 TA 5 Typ 0 NaN Attchd 1993.0 Unf 2 480 TA TA Y 40 30 0 320 0 0 NaN MnPrv Shed 700 10 2009 WD Normal 143000
6 7 20 RL 75.0 10084 Pave NaN Reg Lvl AllPub Inside Gtl Somerst Norm Norm 1Fam 1Story 8 5 2004 2005 Gable CompShg VinylSd VinylSd Stone 186.0 Gd TA PConc Ex TA Av GLQ 1369 Unf 0 317 1686 GasA Ex Y SBrkr 1694 0 0 1694 1 0 2 0 3 1 Gd 7 Typ 1 Gd Attchd 2004.0 RFn 2 636 TA TA Y 255 57 0 0 0 0 NaN NaN NaN 0 8 2007 WD Normal 307000
7 8 60 RL NaN 10382 Pave NaN IR1 Lvl AllPub Corner Gtl NWAmes PosN Norm 1Fam 2Story 7 6 1973 1973 Gable CompShg HdBoard HdBoard Stone 240.0 TA TA CBlock Gd TA Mn ALQ 859 BLQ 32 216 1107 GasA Ex Y SBrkr 1107 983 0 2090 1 0 2 1 3 1 TA 7 Typ 2 TA Attchd 1973.0 RFn 2 484 TA TA Y 235 204 228 0 0 0 NaN NaN Shed 350 11 2009 WD Normal 200000
8 9 50 RM 51.0 6120 Pave NaN Reg Lvl AllPub Inside Gtl OldTown Artery Norm 1Fam 1.5Fin 7 5 1931 1950 Gable CompShg BrkFace Wd Shng None 0.0 TA TA BrkTil TA TA No Unf 0 Unf 0 952 952 GasA Gd Y FuseF 1022 752 0 1774 0 0 2 0 2 2 TA 8 Min1 2 TA Detchd 1931.0 Unf 2 468 Fa TA Y 90 0 205 0 0 0 NaN NaN NaN 0 4 2008 WD Abnorml 129900
9 10 190 RL 50.0 7420 Pave NaN Reg Lvl AllPub Corner Gtl BrkSide Artery Artery 2fmCon 1.5Unf 5 6 1939 1950 Gable CompShg MetalSd MetalSd None 0.0 TA TA BrkTil TA TA No GLQ 851 Unf 0 140 991 GasA Ex Y SBrkr 1077 0 0 1077 1 0 1 0 2 2 TA 5 Typ 2 TA Attchd 1939.0 RFn 1 205 Gd TA Y 0 4 0 0 0 0 NaN NaN NaN 0 1 2008 WD Normal 118000
10 11 20 RL 70.0 11200 Pave NaN Reg Lvl AllPub Inside Gtl Sawyer Norm Norm 1Fam 1Story 5 5 1965 1965 Hip CompShg HdBoard HdBoard None 0.0 TA TA CBlock TA TA No Rec 906 Unf 0 134 1040 GasA Ex Y SBrkr 1040 0 0 1040 1 0 1 0 3 1 TA 5 Typ 0 NaN Detchd 1965.0 Unf 1 384 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 2 2008 WD Normal 129500
11 12 60 RL 85.0 11924 Pave NaN IR1 Lvl AllPub Inside Gtl NridgHt Norm Norm 1Fam 2Story 9 5 2005 2006 Hip CompShg WdShing Wd Shng Stone 286.0 Ex TA PConc Ex TA No GLQ 998 Unf 0 177 1175 GasA Ex Y SBrkr 1182 1142 0 2324 1 0 3 0 4 1 Ex 11 Typ 2 Gd BuiltIn 2005.0 Fin 3 736 TA TA Y 147 21 0 0 0 0 NaN NaN NaN 0 7 2006 New Partial 345000
12 13 20 RL NaN 12968 Pave NaN IR2 Lvl AllPub Inside Gtl Sawyer Norm Norm 1Fam 1Story 5 6 1962 1962 Hip CompShg HdBoard Plywood None 0.0 TA TA CBlock TA TA No ALQ 737 Unf 0 175 912 GasA TA Y SBrkr 912 0 0 912 1 0 1 0 2 1 TA 4 Typ 0 NaN Detchd 1962.0 Unf 1 352 TA TA Y 140 0 0 0 176 0 NaN NaN NaN 0 9 2008 WD Normal 144000
13 14 20 RL 91.0 10652 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 7 5 2006 2007 Gable CompShg VinylSd VinylSd Stone 306.0 Gd TA PConc Gd TA Av Unf 0 Unf 0 1494 1494 GasA Ex Y SBrkr 1494 0 0 1494 0 0 2 0 3 1 Gd 7 Typ 1 Gd Attchd 2006.0 RFn 3 840 TA TA Y 160 33 0 0 0 0 NaN NaN NaN 0 8 2007 New Partial 279500
14 15 20 RL NaN 10920 Pave NaN IR1 Lvl AllPub Corner Gtl NAmes Norm Norm 1Fam 1Story 6 5 1960 1960 Hip CompShg MetalSd MetalSd BrkFace 212.0 TA TA CBlock TA TA No BLQ 733 Unf 0 520 1253 GasA TA Y SBrkr 1253 0 0 1253 1 0 1 1 2 1 TA 5 Typ 1 Fa Attchd 1960.0 RFn 1 352 TA TA Y 0 213 176 0 0 0 NaN GdWo NaN 0 5 2008 WD Normal 157000
15 16 45 RM 51.0 6120 Pave NaN Reg Lvl AllPub Corner Gtl BrkSide Norm Norm 1Fam 1.5Unf 7 8 1929 2001 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA BrkTil TA TA No Unf 0 Unf 0 832 832 GasA Ex Y FuseA 854 0 0 854 0 0 1 0 2 1 TA 5 Typ 0 NaN Detchd 1991.0 Unf 2 576 TA TA Y 48 112 0 0 0 0 NaN GdPrv NaN 0 7 2007 WD Normal 132000
16 17 20 RL NaN 11241 Pave NaN IR1 Lvl AllPub CulDSac Gtl NAmes Norm Norm 1Fam 1Story 6 7 1970 1970 Gable CompShg Wd Sdng Wd Sdng BrkFace 180.0 TA TA CBlock TA TA No ALQ 578 Unf 0 426 1004 GasA Ex Y SBrkr 1004 0 0 1004 1 0 1 0 2 1 TA 5 Typ 1 TA Attchd 1970.0 Fin 2 480 TA TA Y 0 0 0 0 0 0 NaN NaN Shed 700 3 2010 WD Normal 149000
17 18 90 RL 72.0 10791 Pave NaN Reg Lvl AllPub Inside Gtl Sawyer Norm Norm Duplex 1Story 4 5 1967 1967 Gable CompShg MetalSd MetalSd None 0.0 TA TA Slab NaN NaN NaN NaN 0 NaN 0 0 0 GasA TA Y SBrkr 1296 0 0 1296 0 0 2 0 2 2 TA 6 Typ 0 NaN CarPort 1967.0 Unf 2 516 TA TA Y 0 0 0 0 0 0 NaN NaN Shed 500 10 2006 WD Normal 90000
18 19 20 RL 66.0 13695 Pave NaN Reg Lvl AllPub Inside Gtl SawyerW RRAe Norm 1Fam 1Story 5 5 2004 2004 Gable CompShg VinylSd VinylSd None 0.0 TA TA PConc TA TA No GLQ 646 Unf 0 468 1114 GasA Ex Y SBrkr 1114 0 0 1114 1 0 1 1 3 1 Gd 6 Typ 0 NaN Detchd 2004.0 Unf 2 576 TA TA Y 0 102 0 0 0 0 NaN NaN NaN 0 6 2008 WD Normal 159000
19 20 20 RL 70.0 7560 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 6 1958 1965 Hip CompShg BrkFace Plywood None 0.0 TA TA CBlock TA TA No LwQ 504 Unf 0 525 1029 GasA TA Y SBrkr 1339 0 0 1339 0 0 1 0 3 1 TA 6 Min1 0 NaN Attchd 1958.0 Unf 1 294 TA TA Y 0 0 0 0 0 0 NaN MnPrv NaN 0 5 2009 COD Abnorml 139000
20 21 60 RL 101.0 14215 Pave NaN IR1 Lvl AllPub Corner Gtl NridgHt Norm Norm 1Fam 2Story 8 5 2005 2006 Gable CompShg VinylSd VinylSd BrkFace 380.0 Gd TA PConc Ex TA Av Unf 0 Unf 0 1158 1158 GasA Ex Y SBrkr 1158 1218 0 2376 0 0 3 1 4 1 Gd 9 Typ 1 Gd BuiltIn 2005.0 RFn 3 853 TA TA Y 240 154 0 0 0 0 NaN NaN NaN 0 11 2006 New Partial 325300
21 22 45 RM 57.0 7449 Pave Grvl Reg Bnk AllPub Inside Gtl IDOTRR Norm Norm 1Fam 1.5Unf 7 7 1930 1950 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA PConc TA TA No Unf 0 Unf 0 637 637 GasA Ex Y FuseF 1108 0 0 1108 0 0 1 0 3 1 Gd 6 Typ 1 Gd Attchd 1930.0 Unf 1 280 TA TA N 0 0 205 0 0 0 NaN GdPrv NaN 0 6 2007 WD Normal 139400
22 23 20 RL 75.0 9742 Pave NaN Reg Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 8 5 2002 2002 Hip CompShg VinylSd VinylSd BrkFace 281.0 Gd TA PConc Gd TA No Unf 0 Unf 0 1777 1777 GasA Ex Y SBrkr 1795 0 0 1795 0 0 2 0 3 1 Gd 7 Typ 1 Gd Attchd 2002.0 RFn 2 534 TA TA Y 171 159 0 0 0 0 NaN NaN NaN 0 9 2008 WD Normal 230000
23 24 120 RM 44.0 4224 Pave NaN Reg Lvl AllPub Inside Gtl MeadowV Norm Norm TwnhsE 1Story 5 7 1976 1976 Gable CompShg CemntBd CmentBd None 0.0 TA TA PConc Gd TA No GLQ 840 Unf 0 200 1040 GasA TA Y SBrkr 1060 0 0 1060 1 0 1 0 3 1 TA 6 Typ 1 TA Attchd 1976.0 Unf 2 572 TA TA Y 100 110 0 0 0 0 NaN NaN NaN 0 6 2007 WD Normal 129900
24 25 20 RL NaN 8246 Pave NaN IR1 Lvl AllPub Inside Gtl Sawyer Norm Norm 1Fam 1Story 5 8 1968 2001 Gable CompShg Plywood Plywood None 0.0 TA Gd CBlock TA TA Mn Rec 188 ALQ 668 204 1060 GasA Ex Y SBrkr 1060 0 0 1060 1 0 1 0 3 1 Gd 6 Typ 1 TA Attchd 1968.0 Unf 1 270 TA TA Y 406 90 0 0 0 0 NaN MnPrv NaN 0 5 2010 WD Normal 154000
25 26 20 RL 110.0 14230 Pave NaN Reg Lvl AllPub Corner Gtl NridgHt Norm Norm 1Fam 1Story 8 5 2007 2007 Gable CompShg VinylSd VinylSd Stone 640.0 Gd TA PConc Gd TA No Unf 0 Unf 0 1566 1566 GasA Ex Y SBrkr 1600 0 0 1600 0 0 2 0 3 1 Gd 7 Typ 1 Gd Attchd 2007.0 RFn 3 890 TA TA Y 0 56 0 0 0 0 NaN NaN NaN 0 7 2009 WD Normal 256300
26 27 20 RL 60.0 7200 Pave NaN Reg Lvl AllPub Corner Gtl NAmes Norm Norm 1Fam 1Story 5 7 1951 2000 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA CBlock TA TA Mn BLQ 234 Rec 486 180 900 GasA TA Y SBrkr 900 0 0 900 0 1 1 0 3 1 Gd 5 Typ 0 NaN Detchd 2005.0 Unf 2 576 TA TA Y 222 32 0 0 0 0 NaN NaN NaN 0 5 2010 WD Normal 134800
27 28 20 RL 98.0 11478 Pave NaN Reg Lvl AllPub Inside Gtl NridgHt Norm Norm 1Fam 1Story 8 5 2007 2008 Gable CompShg VinylSd VinylSd Stone 200.0 Gd TA PConc Ex TA No GLQ 1218 Unf 0 486 1704 GasA Ex Y SBrkr 1704 0 0 1704 1 0 2 0 3 1 Gd 7 Typ 1 Gd Attchd 2008.0 RFn 3 772 TA TA Y 0 50 0 0 0 0 NaN NaN NaN 0 5 2010 WD Normal 306000
28 29 20 RL 47.0 16321 Pave NaN IR1 Lvl AllPub CulDSac Gtl NAmes Norm Norm 1Fam 1Story 5 6 1957 1997 Gable CompShg MetalSd MetalSd None 0.0 TA TA CBlock TA TA Gd BLQ 1277 Unf 0 207 1484 GasA TA Y SBrkr 1600 0 0 1600 1 0 1 0 2 1 TA 6 Typ 2 Gd Attchd 1957.0 RFn 1 319 TA TA Y 288 258 0 0 0 0 NaN NaN NaN 0 12 2006 WD Normal 207500
29 30 30 RM 60.0 6324 Pave NaN IR1 Lvl AllPub Inside Gtl BrkSide Feedr RRNn 1Fam 1Story 4 6 1927 1950 Gable CompShg MetalSd MetalSd None 0.0 TA TA BrkTil TA TA No Unf 0 Unf 0 520 520 GasA Fa N SBrkr 520 0 0 520 0 0 1 0 1 1 Fa 4 Typ 0 NaN Detchd 1920.0 Unf 1 240 Fa TA Y 49 0 87 0 0 0 NaN NaN NaN 0 5 2008 WD Normal 68500
30 31 70 C (all) 50.0 8500 Pave Pave Reg Lvl AllPub Inside Gtl IDOTRR Feedr Norm 1Fam 2Story 4 4 1920 1950 Gambrel CompShg BrkFace BrkFace None 0.0 TA Fa BrkTil TA TA No Unf 0 Unf 0 649 649 GasA TA N SBrkr 649 668 0 1317 0 0 1 0 3 1 TA 6 Typ 0 NaN Detchd 1920.0 Unf 1 250 TA Fa N 0 54 172 0 0 0 NaN MnPrv NaN 0 7 2008 WD Normal 40000
31 32 20 RL NaN 8544 Pave NaN IR1 Lvl AllPub CulDSac Gtl Sawyer Norm Norm 1Fam 1Story 5 6 1966 2006 Gable CompShg HdBoard HdBoard None 0.0 TA TA CBlock TA TA No Unf 0 Unf 0 1228 1228 GasA Gd Y SBrkr 1228 0 0 1228 0 0 1 1 3 1 Gd 6 Typ 0 NaN Attchd 1966.0 Unf 1 271 TA TA Y 0 65 0 0 0 0 NaN MnPrv NaN 0 6 2008 WD Normal 149350
32 33 20 RL 85.0 11049 Pave NaN Reg Lvl AllPub Corner Gtl CollgCr Norm Norm 1Fam 1Story 8 5 2007 2007 Gable CompShg VinylSd VinylSd None 0.0 Gd TA PConc Ex TA Av Unf 0 Unf 0 1234 1234 GasA Ex Y SBrkr 1234 0 0 1234 0 0 2 0 3 1 Gd 7 Typ 0 NaN Attchd 2007.0 RFn 2 484 TA TA Y 0 30 0 0 0 0 NaN NaN NaN 0 1 2008 WD Normal 179900
33 34 20 RL 70.0 10552 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 5 1959 1959 Hip CompShg BrkFace BrkFace None 0.0 TA TA CBlock TA TA No Rec 1018 Unf 0 380 1398 GasA Gd Y SBrkr 1700 0 0 1700 0 1 1 1 4 1 Gd 6 Typ 1 Gd Attchd 1959.0 RFn 2 447 TA TA Y 0 38 0 0 0 0 NaN NaN NaN 0 4 2010 WD Normal 165500
34 35 120 RL 60.0 7313 Pave NaN Reg Lvl AllPub Inside Gtl NridgHt Norm Norm TwnhsE 1Story 9 5 2005 2005 Hip CompShg MetalSd MetalSd BrkFace 246.0 Ex TA PConc Ex TA No GLQ 1153 Unf 0 408 1561 GasA Ex Y SBrkr 1561 0 0 1561 1 0 2 0 2 1 Ex 6 Typ 1 Gd Attchd 2005.0 Fin 2 556 TA TA Y 203 47 0 0 0 0 NaN NaN NaN 0 8 2007 WD Normal 277500
35 36 60 RL 108.0 13418 Pave NaN Reg Lvl AllPub Inside Gtl NridgHt Norm Norm 1Fam 2Story 8 5 2004 2005 Gable CompShg VinylSd VinylSd Stone 132.0 Gd TA PConc Ex TA Av Unf 0 Unf 0 1117 1117 GasA Ex Y SBrkr 1132 1320 0 2452 0 0 3 1 4 1 Gd 9 Typ 1 Gd BuiltIn 2004.0 Fin 3 691 TA TA Y 113 32 0 0 0 0 NaN NaN NaN 0 9 2006 WD Normal 309000
36 37 20 RL 112.0 10859 Pave NaN Reg Lvl AllPub Corner Gtl CollgCr Norm Norm 1Fam 1Story 5 5 1994 1995 Gable CompShg VinylSd VinylSd None 0.0 TA TA PConc Gd TA No Unf 0 Unf 0 1097 1097 GasA Ex Y SBrkr 1097 0 0 1097 0 0 1 1 3 1 TA 6 Typ 0 NaN Attchd 1995.0 Unf 2 672 TA TA Y 392 64 0 0 0 0 NaN NaN NaN 0 6 2009 WD Normal 145000
37 38 20 RL 74.0 8532 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 6 1954 1990 Hip CompShg Wd Sdng Wd Sdng BrkFace 650.0 TA TA CBlock TA TA No Rec 1213 Unf 0 84 1297 GasA Gd Y SBrkr 1297 0 0 1297 0 1 1 0 3 1 TA 5 Typ 1 TA Attchd 1954.0 Fin 2 498 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 10 2009 WD Normal 153000
38 39 20 RL 68.0 7922 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 7 1953 2007 Gable CompShg VinylSd VinylSd None 0.0 TA Gd CBlock TA TA No GLQ 731 Unf 0 326 1057 GasA TA Y SBrkr 1057 0 0 1057 1 0 1 0 3 1 Gd 5 Typ 0 NaN Detchd 1953.0 Unf 1 246 TA TA Y 0 52 0 0 0 0 NaN NaN NaN 0 1 2010 WD Abnorml 109000
39 40 90 RL 65.0 6040 Pave NaN Reg Lvl AllPub Inside Gtl Edwards Norm Norm Duplex 1Story 4 5 1955 1955 Gable CompShg AsbShng Plywood None 0.0 TA TA PConc NaN NaN NaN NaN 0 NaN 0 0 0 GasA TA N FuseP 1152 0 0 1152 0 0 2 0 2 2 Fa 6 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN N 0 0 0 0 0 0 NaN NaN NaN 0 6 2008 WD AdjLand 82000
40 41 20 RL 84.0 8658 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 6 5 1965 1965 Gable CompShg Wd Sdng Wd Sdng BrkFace 101.0 TA TA CBlock TA TA No Rec 643 Unf 0 445 1088 GasA Ex Y SBrkr 1324 0 0 1324 0 0 2 0 3 1 TA 6 Typ 1 TA Attchd 1965.0 RFn 2 440 TA TA Y 0 138 0 0 0 0 NaN GdWo NaN 0 12 2006 WD Abnorml 160000
41 42 20 RL 115.0 16905 Pave NaN Reg Lvl AllPub Inside Gtl Timber Norm Norm 1Fam 1Story 5 6 1959 1959 Gable CompShg VinylSd VinylSd None 0.0 TA Gd CBlock TA TA Gd BLQ 967 Unf 0 383 1350 GasA Gd Y SBrkr 1328 0 0 1328 0 1 1 1 2 1 TA 5 Typ 2 Gd Attchd 1959.0 RFn 1 308 TA TA P 0 104 0 0 0 0 NaN NaN NaN 0 7 2007 WD Normal 170000
42 43 85 RL NaN 9180 Pave NaN IR1 Lvl AllPub CulDSac Gtl SawyerW Norm Norm 1Fam SFoyer 5 7 1983 1983 Gable CompShg HdBoard HdBoard None 0.0 TA TA CBlock Gd TA Av ALQ 747 LwQ 93 0 840 GasA Gd Y SBrkr 884 0 0 884 1 0 1 0 2 1 Gd 5 Typ 0 NaN Attchd 1983.0 RFn 2 504 TA Gd Y 240 0 0 0 0 0 NaN MnPrv NaN 0 12 2007 WD Normal 144000
43 44 20 RL NaN 9200 Pave NaN IR1 Lvl AllPub CulDSac Gtl CollgCr Norm Norm 1Fam 1Story 5 6 1975 1980 Hip CompShg VinylSd VinylSd None 0.0 TA TA CBlock Gd TA Av LwQ 280 BLQ 491 167 938 GasA TA Y SBrkr 938 0 0 938 1 0 1 0 3 1 TA 5 Typ 0 NaN Detchd 1977.0 Unf 1 308 TA TA Y 145 0 0 0 0 0 NaN MnPrv NaN 0 7 2008 WD Normal 130250
44 45 20 RL 70.0 7945 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 6 1959 1959 Gable CompShg BrkFace Wd Sdng None 0.0 TA TA CBlock TA TA No ALQ 179 BLQ 506 465 1150 GasA Ex Y FuseA 1150 0 0 1150 1 0 1 0 3 1 TA 6 Typ 0 NaN Attchd 1959.0 RFn 1 300 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 5 2006 WD Normal 141000
45 46 120 RL 61.0 7658 Pave NaN Reg Lvl AllPub Inside Gtl NridgHt Norm Norm TwnhsE 1Story 9 5 2005 2005 Hip CompShg MetalSd MetalSd BrkFace 412.0 Ex TA PConc Ex TA No GLQ 456 Unf 0 1296 1752 GasA Ex Y SBrkr 1752 0 0 1752 1 0 2 0 2 1 Ex 6 Typ 1 Gd Attchd 2005.0 RFn 2 576 TA TA Y 196 82 0 0 0 0 NaN NaN NaN 0 2 2010 WD Normal 319900
46 47 50 RL 48.0 12822 Pave NaN IR1 Lvl AllPub CulDSac Gtl Mitchel Norm Norm 1Fam 1.5Fin 7 5 2003 2003 Gable CompShg VinylSd VinylSd None 0.0 Gd TA PConc Ex TA No GLQ 1351 Unf 0 83 1434 GasA Ex Y SBrkr 1518 631 0 2149 1 0 1 1 1 1 Gd 6 Typ 1 Ex Attchd 2003.0 RFn 2 670 TA TA Y 168 43 0 0 198 0 NaN NaN NaN 0 8 2009 WD Abnorml 239686
47 48 20 FV 84.0 11096 Pave NaN Reg Lvl AllPub Inside Gtl Somerst Norm Norm 1Fam 1Story 8 5 2006 2006 Gable CompShg VinylSd VinylSd None 0.0 Gd TA PConc Gd TA Av GLQ 24 Unf 0 1632 1656 GasA Ex Y SBrkr 1656 0 0 1656 0 0 2 0 3 1 Gd 7 Typ 0 NaN Attchd 2006.0 RFn 3 826 TA TA Y 0 146 0 0 0 0 NaN NaN NaN 0 7 2007 WD Normal 249700
48 49 190 RM 33.0 4456 Pave NaN Reg Lvl AllPub Inside Gtl OldTown Norm Norm 2fmCon 2Story 4 5 1920 2008 Gable CompShg MetalSd MetalSd None 0.0 TA TA BrkTil TA TA No Unf 0 Unf 0 736 736 GasA Gd Y SBrkr 736 716 0 1452 0 0 2 0 2 3 TA 8 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN N 0 0 102 0 0 0 NaN NaN NaN 0 6 2009 New Partial 113000
49 50 20 RL 66.0 7742 Pave NaN Reg Lvl AllPub Inside Gtl Sawyer Norm Norm 1Fam 1Story 5 7 1966 1966 Gable CompShg HdBoard HdBoard None 0.0 TA TA CBlock TA TA No BLQ 763 Unf 0 192 955 GasA Ex Y SBrkr 955 0 0 955 1 0 1 0 3 1 TA 6 Typ 0 NaN Attchd 1966.0 Unf 1 386 TA TA Y 0 0 0 0 0 0 NaN MnPrv NaN 0 1 2007 WD Normal 127000
50 51 60 RL NaN 13869 Pave NaN IR2 Lvl AllPub Corner Gtl Gilbert Norm Norm 1Fam 2Story 6 6 1997 1997 Gable CompShg VinylSd VinylSd None 0.0 TA TA PConc Gd TA Av GLQ 182 Unf 0 612 794 GasA Gd Y SBrkr 794 676 0 1470 0 1 2 0 3 1 TA 6 Typ 0 NaN Attchd 1997.0 Fin 2 388 TA TA Y 0 75 0 0 0 0 NaN NaN NaN 0 7 2007 WD Normal 177000
51 52 50 RM 52.0 6240 Pave NaN Reg Lvl AllPub Inside Gtl BrkSide Norm Norm 1Fam 1.5Fin 6 6 1934 1950 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA PConc TA TA No Unf 0 Unf 0 816 816 GasA TA Y SBrkr 816 0 360 1176 0 0 1 0 3 1 TA 6 Typ 1 Gd Detchd 1985.0 Unf 2 528 TA TA Y 112 0 0 0 0 0 NaN MnPrv Shed 400 9 2006 WD Normal 114500
52 53 90 RM 110.0 8472 Grvl NaN IR2 Bnk AllPub Corner Mod IDOTRR RRNn Norm Duplex 1Story 5 5 1963 1963 Gable CompShg Wd Sdng Wd Sdng None 0.0 Fa TA CBlock Gd TA Gd LwQ 104 GLQ 712 0 816 GasA TA N SBrkr 816 0 0 816 1 0 1 0 2 1 TA 5 Typ 0 NaN CarPort 1963.0 Unf 2 516 TA TA Y 106 0 0 0 0 0 NaN NaN NaN 0 5 2010 WD Normal 110000
53 54 20 RL 68.0 50271 Pave NaN IR1 Low AllPub Inside Gtl Veenker Norm Norm 1Fam 1Story 9 5 1981 1987 Gable WdShngl WdShing Wd Shng None 0.0 Gd TA CBlock Ex TA Gd GLQ 1810 Unf 0 32 1842 GasA Gd Y SBrkr 1842 0 0 1842 2 0 0 1 0 1 Gd 5 Typ 1 Gd Attchd 1981.0 Fin 3 894 TA TA Y 857 72 0 0 0 0 NaN NaN NaN 0 11 2006 WD Normal 385000
54 55 80 RL 60.0 7134 Pave NaN Reg Bnk AllPub Inside Mod NAmes Norm Norm 1Fam SLvl 5 5 1955 1955 Gable CompShg MetalSd MetalSd None 0.0 TA TA CBlock TA TA No ALQ 384 Unf 0 0 384 GasA TA Y SBrkr 1360 0 0 1360 0 0 1 0 3 1 TA 6 Min1 1 TA Detchd 1962.0 Unf 2 572 TA TA Y 0 50 0 0 0 0 NaN MnPrv NaN 0 2 2007 WD Normal 130000
55 56 20 RL 100.0 10175 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 6 5 1964 1964 Gable CompShg HdBoard Plywood BrkFace 272.0 TA TA CBlock TA TA No BLQ 490 Unf 0 935 1425 GasA Gd Y SBrkr 1425 0 0 1425 0 0 2 0 3 1 TA 7 Typ 1 Gd Attchd 1964.0 RFn 2 576 TA TA Y 0 0 0 407 0 0 NaN NaN NaN 0 7 2008 WD Normal 180500
56 57 160 FV 24.0 2645 Pave Pave Reg Lvl AllPub Inside Gtl Somerst Norm Norm Twnhs 2Story 8 5 1999 2000 Gable CompShg MetalSd MetalSd BrkFace 456.0 Gd TA PConc Gd TA No GLQ 649 Unf 0 321 970 GasA Ex Y SBrkr 983 756 0 1739 1 0 2 1 3 1 Gd 7 Typ 0 NaN Attchd 1999.0 Fin 2 480 TA TA Y 115 0 0 0 0 0 NaN NaN NaN 0 8 2009 WD Abnorml 172500
57 58 60 RL 89.0 11645 Pave NaN IR1 Lvl AllPub Corner Gtl CollgCr Norm Norm 1Fam 2Story 7 5 2004 2004 Gable CompShg VinylSd VinylSd None 0.0 Gd TA PConc Gd TA No Unf 0 Unf 0 860 860 GasA Ex Y SBrkr 860 860 0 1720 0 0 2 1 3 1 Gd 7 Typ 0 NaN Attchd 2004.0 RFn 2 565 TA TA Y 0 70 0 0 0 0 NaN NaN NaN 0 8 2006 WD Normal 196500
58 59 60 RL 66.0 13682 Pave NaN IR2 HLS AllPub CulDSac Gtl StoneBr Norm Norm 1Fam 2Story 10 5 2006 2006 Hip CompShg VinylSd VinylSd BrkFace 1031.0 Ex TA PConc Ex TA Gd Unf 0 Unf 0 1410 1410 GasA Ex Y SBrkr 1426 1519 0 2945 0 0 3 1 3 1 Gd 10 Typ 1 Gd BuiltIn 2006.0 Fin 3 641 TA TA Y 192 0 37 0 0 0 NaN NaN NaN 0 10 2006 New Partial 438780
59 60 20 RL 60.0 7200 Pave NaN Reg Bnk AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 5 7 1972 1972 Gable CompShg HdBoard HdBoard None 0.0 TA TA CBlock TA TA Av ALQ 632 Unf 0 148 780 GasA Ex Y SBrkr 780 0 0 780 0 0 1 0 2 1 TA 4 Typ 0 NaN Detchd 1973.0 Unf 1 352 TA TA Y 196 0 0 0 0 0 NaN MnPrv NaN 0 1 2008 WD Normal 124900
60 61 20 RL 63.0 13072 Pave NaN Reg Lvl AllPub Inside Gtl SawyerW RRAe Norm 1Fam 1Story 6 5 2004 2004 Gable CompShg VinylSd VinylSd None 0.0 TA TA PConc Gd TA No ALQ 941 Unf 0 217 1158 GasA Ex Y SBrkr 1158 0 0 1158 1 0 1 1 3 1 Gd 5 Typ 0 NaN Detchd 2006.0 Unf 2 576 TA TA Y 0 50 0 0 0 0 NaN NaN NaN 0 5 2006 New Partial 158000
61 62 75 RM 60.0 7200 Pave NaN Reg Lvl AllPub Inside Gtl IDOTRR Norm Norm 1Fam 2.5Unf 5 7 1920 1996 Gable CompShg MetalSd MetalSd None 0.0 TA TA BrkTil TA Fa No Unf 0 Unf 0 530 530 GasA TA N SBrkr 581 530 0 1111 0 0 1 0 3 1 Fa 6 Typ 0 NaN Detchd 1935.0 Unf 1 288 TA TA N 0 0 144 0 0 0 NaN NaN NaN 0 3 2007 WD Normal 101000
62 63 120 RL 44.0 6442 Pave NaN IR1 Lvl AllPub Inside Gtl NridgHt Norm Norm TwnhsE 1Story 8 5 2006 2006 Gable CompShg VinylSd VinylSd Stone 178.0 Gd TA PConc Gd Gd Mn GLQ 24 Unf 0 1346 1370 GasA Ex Y SBrkr 1370 0 0 1370 0 0 2 0 2 1 Gd 6 Typ 1 Gd Attchd 2006.0 RFn 2 484 TA TA Y 120 49 0 0 0 0 NaN NaN NaN 0 10 2007 WD Normal 202500
63 64 70 RM 50.0 10300 Pave NaN IR1 Bnk AllPub Inside Gtl OldTown RRAn Feedr 1Fam 2Story 7 6 1921 1950 Gable CompShg Stucco Stucco None 0.0 TA TA BrkTil TA TA No Unf 0 Unf 0 576 576 GasA Gd Y SBrkr 902 808 0 1710 0 0 2 0 3 1 TA 9 Typ 0 NaN Detchd 1990.0 Unf 2 480 TA TA Y 12 11 64 0 0 0 NaN GdPrv NaN 0 4 2010 WD Normal 140000
64 65 60 RL NaN 9375 Pave NaN Reg Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 7 5 1997 1998 Gable CompShg VinylSd VinylSd BrkFace 573.0 TA TA PConc Gd TA No GLQ 739 Unf 0 318 1057 GasA Ex Y SBrkr 1057 977 0 2034 1 0 2 1 3 1 Gd 8 Typ 0 NaN Attchd 1998.0 RFn 2 645 TA TA Y 576 36 0 0 0 0 NaN GdPrv NaN 0 2 2009 WD Normal 219500
65 66 60 RL 76.0 9591 Pave NaN Reg Lvl AllPub Inside Gtl NridgHt Norm Norm 1Fam 2Story 8 5 2004 2005 Gable CompShg VinylSd VinylSd BrkFace 344.0 Gd TA PConc Ex TA Av Unf 0 Unf 0 1143 1143 GasA Ex Y SBrkr 1143 1330 0 2473 0 0 2 1 4 1 Gd 9 Typ 1 Gd BuiltIn 2004.0 RFn 3 852 TA TA Y 192 151 0 0 0 0 NaN NaN NaN 0 10 2007 WD Normal 317000
66 67 20 RL NaN 19900 Pave NaN Reg Lvl AllPub Inside Gtl NAmes PosA Norm 1Fam 1Story 7 5 1970 1989 Gable CompShg Plywood Plywood BrkFace 287.0 TA TA CBlock Gd TA Gd GLQ 912 Unf 0 1035 1947 GasA TA Y SBrkr 2207 0 0 2207 1 0 2 0 3 1 TA 7 Min1 1 Gd Attchd 1970.0 RFn 2 576 TA TA Y 301 0 0 0 0 0 NaN NaN NaN 0 7 2010 WD Normal 180000
67 68 20 RL 72.0 10665 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 7 5 2003 2003 Gable CompShg VinylSd VinylSd BrkFace 167.0 Gd TA PConc Gd TA Av GLQ 1013 Unf 0 440 1453 GasA Ex Y SBrkr 1479 0 0 1479 1 0 2 0 3 1 Gd 7 Typ 0 NaN Attchd 2003.0 RFn 2 558 TA TA Y 144 29 0 0 0 0 NaN NaN NaN 0 6 2007 WD Normal 226000
68 69 30 RM 47.0 4608 Pave NaN Reg Lvl AllPub Corner Gtl OldTown Artery Norm 1Fam 1Story 4 6 1945 1950 Gable CompShg MetalSd MetalSd None 0.0 TA Gd CBlock TA TA No Unf 0 Unf 0 747 747 GasA TA Y SBrkr 747 0 0 747 0 0 1 0 2 1 TA 4 Typ 0 NaN Attchd 1945.0 Unf 1 220 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 6 2010 WD Normal 80000
69 70 50 RL 81.0 15593 Pave NaN Reg Lvl AllPub Corner Gtl ClearCr Norm Norm 1Fam 1.5Fin 7 4 1953 1953 Gable CompShg BrkFace AsbShng None 0.0 Gd TA CBlock TA TA No BLQ 603 Unf 0 701 1304 GasW TA Y SBrkr 1304 983 0 2287 0 0 2 0 3 1 TA 7 Typ 1 TA Attchd 1953.0 Fin 2 667 TA TA Y 0 21 114 0 0 0 NaN NaN NaN 0 7 2006 WD Normal 225000
70 71 20 RL 95.0 13651 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 7 6 1973 1973 Gable CompShg Plywood Plywood BrkFace 1115.0 TA Gd CBlock Gd TA Gd ALQ 1880 Unf 0 343 2223 GasA Ex Y SBrkr 2223 0 0 2223 1 0 2 0 3 1 TA 8 Typ 2 Gd Attchd 1973.0 Fin 2 516 TA TA Y 300 0 0 0 0 0 NaN NaN NaN 0 2 2007 WD Normal 244000
71 72 20 RL 69.0 7599 Pave NaN Reg Lvl AllPub Corner Gtl Mitchel Norm Norm 1Fam 1Story 4 6 1982 2006 Gable CompShg HdBoard Plywood None 0.0 TA TA CBlock TA TA No ALQ 565 Unf 0 280 845 GasA TA Y SBrkr 845 0 0 845 1 0 1 0 2 1 TA 4 Typ 0 NaN Detchd 1987.0 Unf 2 360 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 6 2007 WD Normal 129500
72 73 60 RL 74.0 10141 Pave NaN IR1 Lvl AllPub Corner Gtl Gilbert Norm Norm 1Fam 2Story 7 5 1998 1998 Gable CompShg VinylSd VinylSd BrkFace 40.0 TA TA PConc Gd TA No Unf 0 Unf 0 832 832 GasA Gd Y SBrkr 885 833 0 1718 0 0 2 1 3 1 TA 7 Typ 1 TA Attchd 1998.0 Fin 2 427 TA TA Y 0 94 0 0 291 0 NaN NaN NaN 0 12 2009 WD Normal 185000
73 74 20 RL 85.0 10200 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 7 1954 2003 Gable CompShg Wd Sdng Wd Sdng BrkFace 104.0 TA TA CBlock TA TA No ALQ 320 BLQ 362 404 1086 GasA Gd Y SBrkr 1086 0 0 1086 1 0 1 0 3 1 TA 6 Typ 0 NaN Attchd 1989.0 Unf 2 490 TA TA Y 0 0 0 0 0 0 NaN GdWo NaN 0 5 2010 WD Normal 144900
74 75 50 RM 60.0 5790 Pave NaN Reg Lvl AllPub Corner Gtl OldTown Norm Norm 1Fam 2Story 3 6 1915 1950 Gambrel CompShg VinylSd VinylSd None 0.0 Gd Gd CBlock Fa TA No Unf 0 Unf 0 840 840 GasA Gd N SBrkr 840 765 0 1605 0 0 2 0 3 2 TA 8 Typ 0 NaN Detchd 1915.0 Unf 1 379 TA TA Y 0 0 202 0 0 0 NaN NaN NaN 0 5 2010 WD Normal 107400
75 76 180 RM 21.0 1596 Pave NaN Reg Lvl AllPub Inside Gtl MeadowV Norm Norm Twnhs SLvl 4 5 1973 1973 Gable CompShg CemntBd CmentBd None 0.0 TA TA CBlock Gd TA Gd GLQ 462 Unf 0 0 462 GasA TA Y SBrkr 526 462 0 988 1 0 1 0 2 1 TA 5 Typ 0 NaN BuiltIn 1973.0 Unf 1 297 TA TA Y 120 101 0 0 0 0 NaN GdWo NaN 0 11 2009 WD Normal 91000
76 77 20 RL NaN 8475 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 4 7 1956 1956 Gable CompShg VinylSd VinylSd None 0.0 TA TA CBlock TA TA No ALQ 228 Unf 0 724 952 GasA Ex Y FuseA 952 0 0 952 0 0 1 0 2 1 TA 4 Typ 0 NaN Detchd 1956.0 Unf 1 283 TA TA Y 0 0 0 0 0 0 NaN NaN NaN 0 4 2008 WD Normal 135750
77 78 50 RM 50.0 8635 Pave NaN Reg Lvl AllPub Inside Gtl BrkSide Norm Norm 1Fam 1.5Fin 5 5 1948 2001 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA CBlock TA TA No BLQ 336 GLQ 41 295 672 GasA TA Y SBrkr 1072 213 0 1285 1 0 1 0 2 1 TA 6 Min1 0 NaN Detchd 1948.0 Unf 1 240 TA TA Y 0 0 0 0 0 0 NaN MnPrv NaN 0 1 2008 WD Normal 127000
78 79 90 RL 72.0 10778 Pave NaN Reg Lvl AllPub Inside Gtl Sawyer Norm Norm Duplex 1Story 4 5 1968 1968 Hip CompShg HdBoard HdBoard None 0.0 TA TA CBlock TA TA No Unf 0 Unf 0 1768 1768 GasA TA N SBrkr 1768 0 0 1768 0 0 2 0 4 2 TA 8 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN Y 0 0 0 0 0 0 NaN NaN NaN 0 4 2010 WD Normal 136500
79 80 50 RM 60.0 10440 Pave Grvl Reg Lvl AllPub Corner Gtl OldTown Norm Norm 1Fam 2Story 5 6 1910 1981 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA PConc TA TA No Unf 0 Unf 0 440 440 GasA Gd Y SBrkr 682 548 0 1230 0 0 1 1 2 1 TA 5 Typ 0 NaN Detchd 1966.0 Unf 2 440 TA TA Y 74 0 128 0 0 0 NaN MnPrv NaN 0 5 2009 WD Normal 110000
80 81 60 RL 100.0 13000 Pave NaN Reg Lvl AllPub Corner Gtl NAmes Norm Norm 1Fam 2Story 6 6 1968 1968 Gable CompShg VinylSd VinylSd BrkFace 576.0 TA Gd CBlock Gd TA No Rec 448 Unf 0 448 896 GasA TA Y SBrkr 1182 960 0 2142 0 0 2 1 4 1 Gd 8 Typ 1 Gd Attchd 1968.0 Fin 1 509 TA TA Y 0 72 0 0 252 0 NaN NaN NaN 0 6 2009 WD Normal 193500
81 82 120 RM 32.0 4500 Pave NaN Reg Lvl AllPub FR2 Gtl Mitchel Norm Norm TwnhsE 1Story 6 5 1998 1998 Hip CompShg VinylSd VinylSd BrkFace 443.0 TA Gd PConc Ex Gd No GLQ 1201 Unf 0 36 1237 GasA Ex Y SBrkr 1337 0 0 1337 1 0 2 0 2 1 TA 5 Typ 0 NaN Attchd 1998.0 Fin 2 405 TA TA Y 0 199 0 0 0 0 NaN NaN NaN 0 3 2006 WD Normal 153500
82 83 20 RL 78.0 10206 Pave NaN Reg Lvl AllPub Inside Gtl Somerst Norm Norm 1Fam 1Story 8 5 2007 2007 Gable CompShg VinylSd VinylSd Stone 468.0 TA TA PConc Gd TA No GLQ 33 Unf 0 1530 1563 GasA Ex Y SBrkr 1563 0 0 1563 0 0 2 0 3 1 Gd 6 Typ 1 Gd Attchd 2007.0 RFn 3 758 TA TA Y 144 99 0 0 0 0 NaN NaN NaN 0 10 2008 WD Normal 245000
83 84 20 RL 80.0 8892 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 5 1960 1960 Gable CompShg MetalSd MetalSd BrkCmn 66.0 TA TA CBlock TA TA No Unf 0 Unf 0 1065 1065 GasA Gd Y SBrkr 1065 0 0 1065 0 0 1 1 3 1 TA 6 Typ 0 NaN Detchd 1974.0 Unf 2 461 TA TA Y 74 0 0 0 0 0 NaN NaN NaN 0 7 2007 COD Normal 126500
84 85 80 RL NaN 8530 Pave NaN IR1 Lvl AllPub Inside Gtl Gilbert Norm Norm 1Fam SLvl 7 5 1995 1996 Gable CompShg HdBoard HdBoard BrkFace 22.0 TA TA PConc Gd TA No Unf 0 Unf 0 384 384 GasA Gd Y SBrkr 804 670 0 1474 0 0 2 1 3 1 TA 7 Typ 1 TA BuiltIn 1995.0 Fin 2 400 TA TA Y 120 72 0 0 0 0 NaN NaN Shed 700 5 2009 WD Normal 168500
85 86 60 RL 121.0 16059 Pave NaN Reg Lvl AllPub Corner Gtl NoRidge Norm Norm 1Fam 2Story 8 5 1991 1992 Hip CompShg HdBoard HdBoard BrkFace 284.0 Gd TA CBlock Gd TA No Unf 0 Unf 0 1288 1288 GasA Ex Y SBrkr 1301 1116 0 2417 0 0 2 1 4 1 Gd 9 Typ 1 TA Attchd 1991.0 Unf 2 462 TA TA Y 127 82 0 0 0 0 NaN NaN NaN 0 4 2006 WD Normal 260000
86 87 60 RL 122.0 11911 Pave NaN IR2 Lvl AllPub Inside Gtl Gilbert Norm Norm 1Fam 2Story 6 5 2005 2005 Gable CompShg VinylSd VinylSd None 0.0 Gd TA PConc Gd TA Av Unf 0 Unf 0 684 684 GasA Ex Y SBrkr 684 876 0 1560 0 0 2 1 3 1 Gd 6 Typ 1 Gd BuiltIn 2005.0 Fin 2 400 TA TA Y 100 38 0 0 0 0 NaN NaN NaN 0 3 2009 WD Normal 174000
87 88 160 FV 40.0 3951 Pave Pave Reg Lvl AllPub Corner Gtl Somerst Norm Norm TwnhsE 2Story 6 5 2009 2009 Gable CompShg VinylSd VinylSd Stone 76.0 Gd TA PConc Gd TA Av Unf 0 Unf 0 612 612 GasA Ex Y SBrkr 612 612 0 1224 0 0 2 1 2 1 Gd 4 Typ 0 NaN Detchd 2009.0 RFn 2 528 TA TA Y 0 234 0 0 0 0 NaN NaN NaN 0 6 2009 New Partial 164500
88 89 50 C (all) 105.0 8470 Pave NaN IR1 Lvl AllPub Corner Gtl IDOTRR Feedr Feedr 1Fam 1.5Fin 3 2 1915 1982 Hip CompShg Plywood Plywood None 0.0 Fa Fa CBlock TA Fa No Unf 0 Unf 0 1013 1013 GasA TA N SBrkr 1013 0 513 1526 0 0 1 0 2 1 Fa 6 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN N 0 0 156 0 0 0 NaN MnPrv NaN 0 10 2009 ConLD Abnorml 85000
89 90 20 RL 60.0 8070 Pave NaN Reg Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 4 5 1994 1995 Gable CompShg VinylSd VinylSd None 0.0 TA TA PConc Gd TA No GLQ 588 Unf 0 402 990 GasA Ex Y SBrkr 990 0 0 990 1 0 1 0 3 1 TA 5 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN Y 0 0 0 0 0 0 NaN NaN NaN 0 8 2007 WD Normal 123600
90 91 20 RL 60.0 7200 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 4 5 1950 1950 Gable CompShg BrkFace Wd Sdng None 0.0 TA TA Slab NaN NaN NaN NaN 0 NaN 0 0 0 GasA TA Y FuseA 1040 0 0 1040 0 0 1 0 2 1 TA 4 Typ 0 NaN Detchd 1950.0 Unf 2 420 TA TA Y 0 29 0 0 0 0 NaN NaN NaN 0 7 2006 WD Normal 109900
91 92 20 RL 85.0 8500 Pave NaN Reg Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 5 3 1961 1961 Hip CompShg HdBoard HdBoard BrkCmn 203.0 TA TA CBlock TA TA No Rec 600 Unf 0 635 1235 GasA TA Y SBrkr 1235 0 0 1235 0 0 1 0 2 1 TA 6 Typ 0 NaN Attchd 1961.0 Unf 2 480 TA TA Y 0 0 0 0 0 0 NaN GdWo NaN 0 12 2006 WD Abnorml 98600
92 93 30 RL 80.0 13360 Pave Grvl IR1 HLS AllPub Inside Gtl Crawfor Norm Norm 1Fam 1Story 5 7 1921 2006 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA Gd BrkTil Gd TA No ALQ 713 Unf 0 163 876 GasA Ex Y SBrkr 964 0 0 964 1 0 1 0 2 1 TA 5 Typ 0 NaN Detchd 1921.0 Unf 2 432 TA TA Y 0 0 44 0 0 0 NaN NaN NaN 0 8 2009 WD Normal 163500
93 94 190 C (all) 60.0 7200 Pave NaN Reg Lvl AllPub Corner Gtl OldTown Norm Norm 2fmCon 2.5Unf 6 6 1910 1998 Hip CompShg MetalSd MetalSd None 0.0 TA TA BrkTil TA Fa Mn Rec 1046 Unf 0 168 1214 GasW Ex N SBrkr 1260 1031 0 2291 0 1 2 0 4 2 TA 9 Typ 1 Gd Detchd 1900.0 Unf 2 506 TA TA Y 0 0 0 0 99 0 NaN NaN NaN 0 11 2007 WD Normal 133900
94 95 60 RL 69.0 9337 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 2Story 6 5 1997 1997 Gable CompShg VinylSd VinylSd None 0.0 TA Gd PConc Gd TA No GLQ 648 Unf 0 176 824 GasA Ex Y SBrkr 905 881 0 1786 1 0 2 1 3 1 Gd 7 Typ 0 NaN Attchd 1997.0 RFn 2 684 TA TA Y 0 162 0 0 0 0 NaN NaN NaN 0 5 2007 WD Normal 204750
95 96 60 RL NaN 9765 Pave NaN IR2 Lvl AllPub Corner Gtl Gilbert Norm Norm 1Fam 2Story 6 8 1993 1993 Gable CompShg VinylSd VinylSd BrkFace 68.0 Ex Gd PConc Gd Gd No ALQ 310 Unf 0 370 680 GasA Gd Y SBrkr 680 790 0 1470 0 0 2 1 3 1 TA 6 Typ 1 TA BuiltIn 1993.0 Fin 2 420 TA TA Y 232 63 0 0 0 0 NaN NaN Shed 480 4 2009 WD Normal 185000
96 97 20 RL 78.0 10264 Pave NaN IR1 Lvl AllPub Inside Gtl CollgCr Norm Norm 1Fam 1Story 7 5 1999 1999 Gable CompShg VinylSd VinylSd BrkFace 183.0 Gd TA PConc Gd TA Av ALQ 1162 Unf 0 426 1588 GasA Ex Y SBrkr 1588 0 0 1588 0 0 2 0 3 1 Gd 6 Typ 0 NaN Attchd 1999.0 RFn 2 472 TA TA Y 158 29 0 0 0 0 NaN NaN NaN 0 8 2006 WD Normal 214000
97 98 20 RL 73.0 10921 Pave NaN Reg HLS AllPub Inside Gtl Edwards Norm Norm 1Fam 1Story 4 5 1965 1965 Hip CompShg HdBoard HdBoard BrkFace 48.0 TA TA CBlock TA TA No Rec 520 Unf 0 440 960 GasA TA Y FuseF 960 0 0 960 1 0 1 0 3 1 TA 6 Typ 0 NaN Attchd 1965.0 Fin 1 432 TA TA P 120 0 0 0 0 0 NaN NaN NaN 0 5 2007 WD Normal 94750
98 99 30 RL 85.0 10625 Pave NaN Reg Lvl AllPub Corner Gtl Edwards Norm Norm 1Fam 1Story 5 5 1920 1950 Gable CompShg Wd Sdng Wd Sdng None 0.0 TA TA BrkTil TA TA No ALQ 108 Unf 0 350 458 GasA Fa N SBrkr 835 0 0 835 0 0 1 0 2 1 TA 5 Typ 0 NaN Basment 1920.0 Unf 1 366 Fa TA Y 0 0 77 0 0 0 NaN NaN Shed 400 5 2010 COD Abnorml 83000
99 100 20 RL 77.0 9320 Pave NaN IR1 Lvl AllPub Inside Gtl NAmes Norm Norm 1Fam 1Story 4 5 1959 1959 Gable CompShg Plywood Plywood None 0.0 TA TA CBlock TA TA No ALQ 569 Unf 0 381 950 GasA Fa Y SBrkr 1225 0 0 1225 1 0 1 1 3 1 TA 6 Typ 0 NaN NaN NaN NaN 0 0 NaN NaN Y 352 0 0 0 0 0 NaN NaN Shed 400 1 2010 WD Normal 128950
tweets.head()
0 1
0 neg @jamielewislewis i cant believe it, it really doesnt belong there! i hope it doesnt ruin it im not too bad thanks!hows life treatin you?x
1 pos having a vodka tonic and looking forward to going to Saddle Ranch at the Westgate with the husband, sans kiddos
2 pos @ddlovatofans1neg1 Could you follow me please.I would really appreciate it.
3 pos @jordanknight for once.................. PLEASE TELL US WHY u were thinking of this person?!?
4 neg Had a dream about a walk in fast food resturaunt that sold ice cream and guitar strings.They were sold out of 12gauge

Last Updated: June 04, 2019