Data

Budeme používat data o ceně nemovitostí z Kaggle. Máte 2 soubory: data housing.csv a popis dat housing_description.txt.

Načtení dat

Nejčastěji budeme používat funkci read_csv, ale existují i další funkce.

Výhodou pandas je, že vstupem může být jak soubor, tak i URL.

In [1]:
# Načteme pandas jako zkratku 'pd'
import pandas as pd

import numpy as np
In [2]:
houses = pd.read_csv('housing.csv')
# Head zobrazi prvních 5 řádků, číslo lze změnit
houses.head()
Out[2]:
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

Výběr sloupců

Obecný postup (platí pro všechny názvy sloupců)

houses['SalePrice']

Postup pro sloupce neobsahující mezery, výhoda: doplnění názvu sloupce tabulátorem

houses.SalePrice
In [3]:
houses['SalePrice'].head()
Out[3]:
0    208500
1    181500
2    223500
3    140000
4    250000
Name: SalePrice, dtype: int64
In [4]:
houses.SalePrice.head()
Out[4]:
0    208500
1    181500
2    223500
3    140000
4    250000
Name: SalePrice, dtype: int64

Odbočka - porovnání desetinných čísel

Neporovnáváme čísla přímo, zjišťujeme, zda rozdíl mezi dvěma číslo není příliš velký pomocí numpy nebo math.

Pokud chcete počítat s desetinnými čísly s velkou přesností, použijte knihovnu decimal.

In [5]:
# Základní python
import math
math.isclose(0.5, 0.5)
Out[5]:
True
In [6]:
# Pro pandas
np.isclose(houses.LotFrontage, houses.MasVnrArea)
Out[6]:
array([False, False, False, ..., False, False, False])

Základní datové typy v Pandas

  • DataFrame - tabulka s indexovanými řádky
  • Series - sloupec s indexovanými řádky

Dále každá Series může být:

  • Číslo (int64, int32, float64, float32)
  • True/False (bool)
  • Řetězec (object)
  • Kategorie (category)
  • Datum (datetime64)

Více v tomto článku

In [7]:
# Funkce pro určování datového typy ze základního Pythonu
type(houses)
Out[7]:
pandas.core.frame.DataFrame
In [8]:
type(houses.SalePrice)
Out[8]:
pandas.core.series.Series
In [9]:
# Zjistíme datové typy jednotlivých sloupců
houses.dtypes.head()
Out[9]:
Id               int64
MSSubClass       int64
MSZoning        object
LotFrontage    float64
LotArea          int64
dtype: object

Nastavení zobrazovacích možností v pandas

Lze nastavit více možností, odkaz na dokumentaci.

pd.options.display.max_rows nastavuje maximální počet zobrazovaných řádků u tabulek.

pd.options.display.max_columns nastavuje maximální počet zobrazovaných sloupců u tabulek.

In [10]:
pd.options.display.max_rows = 999
pd.options.display.max_columns = 999

Atributy versus metody

Dle názvu rozdíl není vždy zřetelný. Obecně je atribut něco, co není potřeba počítat (sloupce, index, ale i dimenze).

Metoda se volá jako v základním pythonu se závorkami (např. houses.head()), zatímco atribut se volá bez závorek (např. houses.columns).

Seznam atributů a metod DataFrame

Seznam atributů a metod Series

In [11]:
houses.columns
Out[11]:
Index(['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'],
      dtype='object')
In [12]:
houses.shape
Out[12]:
(1460, 81)
In [13]:
houses.head
Out[13]:
<bound method NDFrame.head of         Id  MSSubClass MSZoning  LotFrontage  LotArea Street Alley LotShape  \
0        1          60       RL         65.0     8450   Pave   NaN      Reg   
1        2          20       RL         80.0     9600   Pave   NaN      Reg   
2        3          60       RL         68.0    11250   Pave   NaN      IR1   
3        4          70       RL         60.0     9550   Pave   NaN      IR1   
4        5          60       RL         84.0    14260   Pave   NaN      IR1   
5        6          50       RL         85.0    14115   Pave   NaN      IR1   
6        7          20       RL         75.0    10084   Pave   NaN      Reg   
7        8          60       RL          NaN    10382   Pave   NaN      IR1   
8        9          50       RM         51.0     6120   Pave   NaN      Reg   
9       10         190       RL         50.0     7420   Pave   NaN      Reg   
10      11          20       RL         70.0    11200   Pave   NaN      Reg   
11      12          60       RL         85.0    11924   Pave   NaN      IR1   
12      13          20       RL          NaN    12968   Pave   NaN      IR2   
13      14          20       RL         91.0    10652   Pave   NaN      IR1   
14      15          20       RL          NaN    10920   Pave   NaN      IR1   
15      16          45       RM         51.0     6120   Pave   NaN      Reg   
16      17          20       RL          NaN    11241   Pave   NaN      IR1   
17      18          90       RL         72.0    10791   Pave   NaN      Reg   
18      19          20       RL         66.0    13695   Pave   NaN      Reg   
19      20          20       RL         70.0     7560   Pave   NaN      Reg   
20      21          60       RL        101.0    14215   Pave   NaN      IR1   
21      22          45       RM         57.0     7449   Pave  Grvl      Reg   
22      23          20       RL         75.0     9742   Pave   NaN      Reg   
23      24         120       RM         44.0     4224   Pave   NaN      Reg   
24      25          20       RL          NaN     8246   Pave   NaN      IR1   
25      26          20       RL        110.0    14230   Pave   NaN      Reg   
26      27          20       RL         60.0     7200   Pave   NaN      Reg   
27      28          20       RL         98.0    11478   Pave   NaN      Reg   
28      29          20       RL         47.0    16321   Pave   NaN      IR1   
29      30          30       RM         60.0     6324   Pave   NaN      IR1   
30      31          70  C (all)         50.0     8500   Pave  Pave      Reg   
31      32          20       RL          NaN     8544   Pave   NaN      IR1   
32      33          20       RL         85.0    11049   Pave   NaN      Reg   
33      34          20       RL         70.0    10552   Pave   NaN      IR1   
34      35         120       RL         60.0     7313   Pave   NaN      Reg   
35      36          60       RL        108.0    13418   Pave   NaN      Reg   
36      37          20       RL        112.0    10859   Pave   NaN      Reg   
37      38          20       RL         74.0     8532   Pave   NaN      Reg   
38      39          20       RL         68.0     7922   Pave   NaN      Reg   
39      40          90       RL         65.0     6040   Pave   NaN      Reg   
40      41          20       RL         84.0     8658   Pave   NaN      Reg   
41      42          20       RL        115.0    16905   Pave   NaN      Reg   
42      43          85       RL          NaN     9180   Pave   NaN      IR1   
43      44          20       RL          NaN     9200   Pave   NaN      IR1   
44      45          20       RL         70.0     7945   Pave   NaN      Reg   
45      46         120       RL         61.0     7658   Pave   NaN      Reg   
46      47          50       RL         48.0    12822   Pave   NaN      IR1   
47      48          20       FV         84.0    11096   Pave   NaN      Reg   
48      49         190       RM         33.0     4456   Pave   NaN      Reg   
49      50          20       RL         66.0     7742   Pave   NaN      Reg   
50      51          60       RL          NaN    13869   Pave   NaN      IR2   
51      52          50       RM         52.0     6240   Pave   NaN      Reg   
52      53          90       RM        110.0     8472   Grvl   NaN      IR2   
53      54          20       RL         68.0    50271   Pave   NaN      IR1   
54      55          80       RL         60.0     7134   Pave   NaN      Reg   
55      56          20       RL        100.0    10175   Pave   NaN      IR1   
56      57         160       FV         24.0     2645   Pave  Pave      Reg   
57      58          60       RL         89.0    11645   Pave   NaN      IR1   
58      59          60       RL         66.0    13682   Pave   NaN      IR2   
59      60          20       RL         60.0     7200   Pave   NaN      Reg   
60      61          20       RL         63.0    13072   Pave   NaN      Reg   
61      62          75       RM         60.0     7200   Pave   NaN      Reg   
62      63         120       RL         44.0     6442   Pave   NaN      IR1   
63      64          70       RM         50.0    10300   Pave   NaN      IR1   
64      65          60       RL          NaN     9375   Pave   NaN      Reg   
65      66          60       RL         76.0     9591   Pave   NaN      Reg   
66      67          20       RL          NaN    19900   Pave   NaN      Reg   
67      68          20       RL         72.0    10665   Pave   NaN      IR1   
68      69          30       RM         47.0     4608   Pave   NaN      Reg   
69      70          50       RL         81.0    15593   Pave   NaN      Reg   
70      71          20       RL         95.0    13651   Pave   NaN      IR1   
71      72          20       RL         69.0     7599   Pave   NaN      Reg   
72      73          60       RL         74.0    10141   Pave   NaN      IR1   
73      74          20       RL         85.0    10200   Pave   NaN      Reg   
74      75          50       RM         60.0     5790   Pave   NaN      Reg   
75      76         180       RM         21.0     1596   Pave   NaN      Reg   
76      77          20       RL          NaN     8475   Pave   NaN      IR1   
77      78          50       RM         50.0     8635   Pave   NaN      Reg   
78      79          90       RL         72.0    10778   Pave   NaN      Reg   
79      80          50       RM         60.0    10440   Pave  Grvl      Reg   
80      81          60       RL        100.0    13000   Pave   NaN      Reg   
81      82         120       RM         32.0     4500   Pave   NaN      Reg   
82      83          20       RL         78.0    10206   Pave   NaN      Reg   
83      84          20       RL         80.0     8892   Pave   NaN      IR1   
84      85          80       RL          NaN     8530   Pave   NaN      IR1   
85      86          60       RL        121.0    16059   Pave   NaN      Reg   
86      87          60       RL        122.0    11911   Pave   NaN      IR2   
87      88         160       FV         40.0     3951   Pave  Pave      Reg   
88      89          50  C (all)        105.0     8470   Pave   NaN      IR1   
89      90          20       RL         60.0     8070   Pave   NaN      Reg   
90      91          20       RL         60.0     7200   Pave   NaN      Reg   
91      92          20       RL         85.0     8500   Pave   NaN      Reg   
92      93          30       RL         80.0    13360   Pave  Grvl      IR1   
93      94         190  C (all)         60.0     7200   Pave   NaN      Reg   
94      95          60       RL         69.0     9337   Pave   NaN      IR1   
95      96          60       RL          NaN     9765   Pave   NaN      IR2   
96      97          20       RL         78.0    10264   Pave   NaN      IR1   
97      98          20       RL         73.0    10921   Pave   NaN      Reg   
98      99          30       RL         85.0    10625   Pave   NaN      Reg   
99     100          20       RL         77.0     9320   Pave   NaN      IR1   
100    101          20       RL          NaN    10603   Pave   NaN      IR1   
101    102          60       RL         77.0     9206   Pave   NaN      Reg   
102    103          90       RL         64.0     7018   Pave   NaN      Reg   
103    104          20       RL         94.0    10402   Pave   NaN      IR1   
104    105          50       RM          NaN     7758   Pave   NaN      Reg   
105    106          60       FV         75.0     9375   Pave   NaN      Reg   
106    107          30       RM         60.0    10800   Pave  Grvl      Reg   
107    108          20       RM         50.0     6000   Pave   NaN      Reg   
108    109          50       RM         85.0     8500   Pave   NaN      Reg   
109    110          20       RL        105.0    11751   Pave   NaN      IR1   
110    111          50       RL         75.0     9525   Pave   NaN      Reg   
111    112          80       RL          NaN     7750   Pave   NaN      IR1   
112    113          60       RL         77.0     9965   Pave   NaN      Reg   
113    114          20       RL          NaN    21000   Pave   NaN      Reg   
114    115          70       RL         61.0     7259   Pave   NaN      IR1   
115    116         160       FV         34.0     3230   Pave  Pave      Reg   
116    117          20       RL          NaN    11616   Pave   NaN      Reg   
117    118          20       RL         74.0     8536   Pave   NaN      Reg   
118    119          60       RL         90.0    12376   Pave   NaN      Reg   
119    120          60       RL         65.0     8461   Pave   NaN      Reg   
120    121          80       RL          NaN    21453   Pave   NaN      IR1   
121    122          50       RM         50.0     6060   Pave   NaN      Reg   
122    123          20       RL         75.0     9464   Pave   NaN      Reg   
123    124         120       RL         55.0     7892   Pave   NaN      Reg   
124    125          20       RL         48.0    17043   Pave   NaN      IR1   
125    126         190       RM         60.0     6780   Pave   NaN      Reg   
126    127         120       RL          NaN     4928   Pave   NaN      IR1   
127    128          45       RM         55.0     4388   Pave   NaN      IR1   
128    129          60       RL         69.0     7590   Pave   NaN      Reg   
129    130          20       RL         69.0     8973   Pave   NaN      Reg   
130    131          60       RL         88.0    14200   Pave   NaN      Reg   
131    132          60       RL          NaN    12224   Pave   NaN      IR1   
132    133          20       RL         75.0     7388   Pave   NaN      Reg   
133    134          20       RL          NaN     6853   Pave   NaN      IR1   
134    135          20       RL         78.0    10335   Pave   NaN      IR1   
135    136          20       RL         80.0    10400   Pave   NaN      Reg   
136    137          20       RL          NaN    10355   Pave   NaN      IR1   
137    138          90       RL         82.0    11070   Pave   NaN      Reg   
138    139          60       RL         73.0     9066   Pave   NaN      IR1   
139    140          60       RL         65.0    15426   Pave   NaN      IR1   
140    141          20       RL         70.0    10500   Pave   NaN      Reg   
141    142          20       RL         78.0    11645   Pave   NaN      Reg   
142    143          50       RL         71.0     8520   Pave   NaN      Reg   
143    144          20       RL         78.0    10335   Pave   NaN      IR1   
144    145          90       RM         70.0     9100   Pave   NaN      Reg   
145    146         160       RM         24.0     2522   Pave   NaN      Reg   
146    147          30       RM         51.0     6120   Pave   NaN      Reg   
147    148          60       RL          NaN     9505   Pave   NaN      IR1   
148    149          20       RL         63.0     7500   Pave   NaN      Reg   
149    150          50       RM          NaN     6240   Pave   NaN      Reg   
150    151          20       RL        120.0    10356   Pave   NaN      Reg   
151    152          20       RL        107.0    13891   Pave   NaN      Reg   
152    153          60       RL          NaN    14803   Pave   NaN      IR1   
153    154          20       RL          NaN    13500   Pave   NaN      Reg   
154    155          30       RM         84.0    11340   Pave   NaN      Reg   
155    156          50       RL         60.0     9600   Pave   NaN      Reg   
156    157          20       RL         60.0     7200   Pave   NaN      Reg   
157    158          60       RL         92.0    12003   Pave   NaN      Reg   
158    159          60       FV        100.0    12552   Pave   NaN      Reg   
159    160          60       RL        134.0    19378   Pave   NaN      IR1   
160    161          20       RL          NaN    11120   Pave   NaN      IR1   
161    162          60       RL        110.0    13688   Pave   NaN      IR1   
162    163          20       RL         95.0    12182   Pave   NaN      Reg   
163    164          45       RL         55.0     5500   Pave   NaN      Reg   
164    165          40       RM         40.0     5400   Pave  Pave      Reg   
165    166         190       RL         62.0    10106   Pave   NaN      Reg   
166    167          20       RL          NaN    10708   Pave   NaN      IR1   
167    168          60       RL         86.0    10562   Pave   NaN      Reg   
168    169          60       RL         62.0     8244   Pave   NaN      IR1   
169    170          20       RL          NaN    16669   Pave   NaN      IR1   
170    171          50       RM          NaN    12358   Pave   NaN      IR1   
171    172          20       RL        141.0    31770   Pave   NaN      IR1   
172    173         160       RL         44.0     5306   Pave   NaN      IR1   
173    174          20       RL         80.0    10197   Pave   NaN      IR1   
174    175          20       RL         47.0    12416   Pave   NaN      IR1   
175    176          20       RL         84.0    12615   Pave   NaN      Reg   
176    177          60       RL         97.0    10029   Pave   NaN      IR1   
177    178          50       RL          NaN    13650   Pave   NaN      Reg   
178    179          20       RL         63.0    17423   Pave   NaN      IR1   
179    180          30       RM         60.0     8520   Pave   NaN      Reg   
180    181         160       FV          NaN     2117   Pave   NaN      Reg   
181    182          70       RL         54.0     7588   Pave   NaN      Reg   
182    183          20       RL         60.0     9060   Pave   NaN      Reg   
183    184          50       RM         63.0    11426   Pave   NaN      Reg   
184    185          50       RL         92.0     7438   Pave   NaN      IR1   
185    186          75       RM         90.0    22950   Pave   NaN      IR2   
186    187          80       RL          NaN     9947   Pave   NaN      IR1   
187    188          50       RL         60.0    10410   Pave   NaN      Reg   
188    189          90       RL         64.0     7018   Pave   NaN      Reg   
189    190         120       RL         41.0     4923   Pave   NaN      Reg   
190    191          70       RL         70.0    10570   Pave   NaN      Reg   
191    192          60       RL          NaN     7472   Pave   NaN      IR1   
192    193          20       RL         68.0     9017   Pave   NaN      IR1   
193    194         160       RM         24.0     2522   Pave   NaN      Reg   
194    195          20       RL         60.0     7180   Pave   NaN      IR1   
195    196         160       RL         24.0     2280   Pave   NaN      Reg   
196    197          20       RL         79.0     9416   Pave   NaN      Reg   
197    198          75       RL        174.0    25419   Pave   NaN      Reg   
198    199          75       RM         92.0     5520   Pave   NaN      Reg   
199    200          20       RL         76.0     9591   Pave   NaN      Reg   
200    201          20       RM         80.0     8546   Pave   NaN      Reg   
201    202          20       RL         75.0    10125   Pave   NaN      Reg   
202    203          50       RL         50.0     7000   Pave   NaN      Reg   
203    204         120       RM          NaN     4438   Pave   NaN      Reg   
204    205          50       RM         50.0     3500   Pave  Grvl      Reg   
205    206          20       RL         99.0    11851   Pave   NaN      Reg   
206    207          20       RL         40.0    13673   Pave   NaN      IR1   
207    208          20       RL          NaN    12493   Pave   NaN      IR1   
208    209          60       RL          NaN    14364   Pave   NaN      IR1   
209    210          20       RL         75.0     8250   Pave   NaN      Reg   
210    211          30       RL         67.0     5604   Pave   NaN      Reg   
211    212          20       RL         83.0    10420   Pave   NaN      Reg   
212    213          60       FV         72.0     8640   Pave   NaN      Reg   
213    214          20       RL         43.0    13568   Pave   NaN      IR2   
214    215          60       RL          NaN    10900   Pave   NaN      IR1   
215    216          20       RL         72.0    10011   Pave   NaN      IR1   
216    217          20       RL         65.0     8450   Pave   NaN      Reg   
217    218          70       RM         57.0     9906   Pave  Grvl      Reg   
218    219          50       RL          NaN    15660   Pave   NaN      IR1   
219    220         120       RL         43.0     3010   Pave   NaN      Reg   
220    221          20       RL         73.0     8990   Pave   NaN      IR1   
221    222          60       RL          NaN     8068   Pave   NaN      IR1   
222    223          60       RL         85.0    11475   Pave   NaN      Reg   
223    224          20       RL         70.0    10500   Pave   NaN      Reg   
224    225          20       RL        103.0    13472   Pave   NaN      Reg   
225    226         160       RM         21.0     1680   Pave   NaN      Reg   
226    227          60       RL         82.0     9950   Pave   NaN      IR1   
227    228         160       RM         21.0     1869   Pave   NaN      Reg   
228    229          20       RL         70.0     8521   Pave   NaN      Reg   
229    230         120       RL         43.0     3182   Pave   NaN      Reg   
230    231          20       RL         73.0     8760   Pave   NaN      Reg   
231    232          60       RL        174.0    15138   Pave   NaN      IR1   
232    233         160       RM         21.0     1680   Pave   NaN      Reg   
233    234          20       RL         75.0    10650   Pave   NaN      Reg   
234    235          60       RL          NaN     7851   Pave   NaN      Reg   
235    236         160       RM         21.0     1680   Pave   NaN      Reg   
236    237          20       RL         65.0     8773   Pave   NaN      Reg   
237    238          60       RL          NaN     9453   Pave   NaN      IR1   
238    239          20       RL         93.0    12030   Pave   NaN      Reg   
239    240          50       RL         52.0     8741   Pave   NaN      Reg   
240    241          20       FV         75.0     9000   Pave   NaN      Reg   
241    242          30       RM         40.0     3880   Pave   NaN      Reg   
242    243          50       RM         63.0     5000   Pave   NaN      Reg   
243    244         160       RL         75.0    10762   Pave   NaN      Reg   
244    245          60       RL          NaN     8880   Pave   NaN      IR1   
245    246          20       RL         80.0    10400   Pave   NaN      Reg   
246    247         190       RM         69.0     9142   Pave  Grvl      Reg   
247    248          20       RL         75.0    11310   Pave   NaN      Reg   
248    249          60       RL         72.0    11317   Pave   NaN      Reg   
249    250          50       RL          NaN   159000   Pave   NaN      IR2   
250    251          30       RL         55.0     5350   Pave   NaN      IR1   
251    252         120       RM         44.0     4750   Pave   NaN      IR1   
252    253          60       RL         65.0     8366   Pave   NaN      IR1   
253    254          80       RL         85.0     9350   Pave   NaN      Reg   
254    255          20       RL         70.0     8400   Pave   NaN      Reg   
255    256          60       RL         66.0     8738   Pave   NaN      IR1   
256    257          60       FV         64.0     8791   Pave   NaN      IR1   
257    258          20       RL         68.0     8814   Pave   NaN      Reg   
258    259          60       RL         80.0    12435   Pave   NaN      Reg   
259    260          20       RM         70.0    12702   Pave   NaN      Reg   
260    261          80       RL        120.0    19296   Pave   NaN      Reg   
261    262          60       RL         69.0     9588   Pave   NaN      IR1   
262    263          80       RL         88.0     8471   Pave   NaN      IR1   
263    264          50       RM         50.0     5500   Pave   NaN      Reg   
264    265          30       RM         30.0     5232   Pave  Grvl      IR3   
265    266          20       RL         78.0    12090   Pave   NaN      IR1   
266    267          60       RL         70.0    11207   Pave   NaN      IR1   
267    268          75       RL         60.0     8400   Pave   NaN      Reg   
268    269          30       RM         71.0     6900   Pave   NaN      Reg   
269    270          20       RL          NaN     7917   Pave   NaN      IR1   
270    271          60       FV         84.0    10728   Pave   NaN      Reg   
271    272          20       RL         73.0    39104   Pave   NaN      IR1   
272    273          60       RL         92.0    11764   Pave   NaN      IR1   
273    274          20       RL         80.0     9600   Pave   NaN      Reg   
274    275          20       RL         76.0     8314   Pave   NaN      Reg   
275    276          50       RL         55.0     7264   Pave   NaN      Reg   
276    277          20       RL        129.0     9196   Pave   NaN      IR1   
277    278          20       RL        140.0    19138   Pave   NaN      Reg   
278    279          20       RL        107.0    14450   Pave   NaN      Reg   
279    280          60       RL         83.0    10005   Pave   NaN      Reg   
280    281          60       RL         82.0    11287   Pave   NaN      Reg   
281    282          20       FV         60.0     7200   Pave  Pave      Reg   
282    283         120       RL         34.0     5063   Pave   NaN      Reg   
283    284          20       RL         74.0     9612   Pave   NaN      Reg   
284    285         120       RL         50.0     8012   Pave   NaN      Reg   
285    286         160       FV         35.0     4251   Pave  Pave      IR1   
286    287          50       RL         77.0     9786   Pave   NaN      IR1   
287    288          20       RL          NaN     8125   Pave   NaN      IR1   
288    289          20       RL          NaN     9819   Pave   NaN      IR1   
289    290          70       RL         60.0     8730   Pave   NaN      Reg   
290    291          60       RL        120.0    15611   Pave   NaN      Reg   
291    292         190       RL         55.0     5687   Pave  Grvl      Reg   
292    293          50       RL         60.0    11409   Pave   NaN      Reg   
293    294          60       RL          NaN    16659   Pave   NaN      IR1   
294    295          20       RL         80.0     9600   Pave   NaN      Reg   
295    296          80       RL         37.0     7937   Pave   NaN      IR1   
296    297          50       RM         75.0    13710   Pave   NaN      Reg   
297    298          60       FV         66.0     7399   Pave  Pave      IR1   
298    299          60       RL         90.0    11700   Pave   NaN      Reg   
299    300          20       RL         80.0    14000   Pave   NaN      Reg   
300    301         190       RL         90.0    15750   Pave   NaN      Reg   
301    302          60       RL         66.0    16226   Pave   NaN      IR3   
302    303          20       RL        118.0    13704   Pave   NaN      IR1   
303    304          20       RL         70.0     9800   Pave   NaN      Reg   
304    305          75       RM         87.0    18386   Pave   NaN      Reg   
305    306          20       RL         80.0    10386   Pave   NaN      Reg   
306    307          60       RL        116.0    13474   Pave   NaN      Reg   
307    308          50       RM          NaN     7920   Pave  Grvl      IR1   
308    309          30       RL          NaN    12342   Pave   NaN      IR1   
309    310          20       RL         90.0    12378   Pave   NaN      IR1   
310    311          60       RL          NaN     7685   Pave   NaN      IR1   
311    312          20       RL         50.0     8000   Pave   NaN      Reg   
312    313         190       RM         65.0     7800   Pave   NaN      Reg   
313    314          20       RL        150.0   215245   Pave   NaN      IR3   
314    315          70       RM         60.0     9600   Pave  Grvl      Reg   
315    316          60       RL         71.0     7795   Pave   NaN      IR1   
316    317          60       RL         94.0    13005   Pave   NaN      IR1   
317    318          60       FV         75.0     9000   Pave   NaN      Reg   
318    319          60       RL         90.0     9900   Pave   NaN      Reg   
319    320          80       RL          NaN    14115   Pave   NaN      Reg   
320    321          60       RL        111.0    16259   Pave   NaN      Reg   
321    322          60       RL         99.0    12099   Pave   NaN      IR1   
322    323          60       RL         86.0    10380   Pave   NaN      IR1   
323    324          20       RM         49.0     5820   Pave   NaN      Reg   
324    325          80       RL         96.0    11275   Pave   NaN      Reg   
325    326          45       RM         50.0     5000   Pave   NaN      Reg   
326    327         120       RL         32.0    10846   Pave   NaN      IR1   
327    328          20       RL         80.0    11600   Pave   NaN      Reg   
328    329          75       RL          NaN    11888   Pave  Pave      IR1   
329    330          70       RM         60.0     6402   Pave   NaN      Reg   
330    331          90       RL          NaN    10624   Pave   NaN      IR1   
331    332          20       RL         70.0     8176   Pave   NaN      Reg   
332    333          20       RL         85.0    10655   Pave   NaN      IR1   
333    334         120       RM         59.0     8198   Pave   NaN      Reg   
334    335          60       RL         59.0     9042   Pave   NaN      IR1   
335    336         190       RL          NaN   164660   Grvl   NaN      IR1   
336    337          20       RL         86.0    14157   Pave   NaN      IR1   
337    338          20       RL         70.0     9135   Pave   NaN      Reg   
338    339          20       RL         91.0    14145   Pave   NaN      Reg   
339    340          20       RL         66.0    12400   Pave   NaN      IR1   
340    341          60       RL         85.0    14191   Pave   NaN      Reg   
341    342          20       RH         60.0     8400   Pave   NaN      Reg   
342    343          90       RL          NaN     8544   Pave   NaN      Reg   
343    344         120       RL         63.0     8849   Pave   NaN      IR1   
344    345         160       RM         36.0     2592   Pave   NaN      Reg   
345    346          50       RL         65.0     6435   Pave   NaN      Reg   
346    347          20       RL          NaN    12772   Pave   NaN      IR1   
347    348          20       RL          NaN    17600   Pave   NaN      IR1   
348    349         160       RL         36.0     2448   Pave   NaN      Reg   
349    350          60       RL         56.0    20431   Pave   NaN      IR2   
350    351         120       RL         68.0     7820   Pave   NaN      IR1   
351    352         120       RL          NaN     5271   Pave   NaN      IR1   
352    353          50       RL         60.0     9084   Pave   NaN      Reg   
353    354          30       RM         60.0     8520   Pave   NaN      Reg   
354    355          50       RL         60.0     8400   Pave   NaN      Reg   
355    356          20       RL        105.0    11249   Pave   NaN      IR2   
356    357          20       RL          NaN     9248   Pave   NaN      IR1   
357    358         120       RM         44.0     4224   Pave   NaN      Reg   
358    359          80       RL         92.0     6930   Pave   NaN      IR1   
359    360          60       RL         78.0    12011   Pave   NaN      IR1   
360    361          85       RL          NaN     7540   Pave   NaN      IR1   
361    362          50       RL          NaN     9144   Pave  Pave      Reg   
362    363          85       RL         64.0     7301   Pave   NaN      Reg   
363    364         160       RM         21.0     1680   Pave   NaN      Reg   
364    365          60       RL          NaN    18800   Pave   NaN      IR1   
365    366          70       RM         59.0    10690   Pave   NaN      Reg   
366    367          20       RL          NaN     9500   Pave   NaN      IR1   
367    368          80       RL        101.0     9150   Pave   NaN      IR1   
368    369          20       RL         78.0     7800   Pave   NaN      Reg   
369    370          20       RL          NaN     9830   Pave   NaN      IR1   
370    371          60       RL          NaN     8121   Pave   NaN      IR1   
371    372          50       RL         80.0    17120   Pave   NaN      Reg   
372    373         120       RL         50.0     7175   Pave   NaN      Reg   
373    374          20       RL         79.0    10634   Pave   NaN      Reg   
374    375          60       RL         65.0     8200   Pave   NaN      Reg   
375    376          30       RL          NaN    10020   Pave   NaN      IR1   
376    377          85       RL         57.0     8846   Pave   NaN      IR1   
377    378          60       FV        102.0    11143   Pave   NaN      IR1   
378    379          20       RL         88.0    11394   Pave   NaN      Reg   
379    380          60       RL         60.0     8123   Pave   NaN      IR1   
380    381          50       RL         50.0     5000   Pave  Pave      Reg   
381    382          20       FV         60.0     7200   Pave  Pave      Reg   
382    383          60       RL         79.0     9245   Pave   NaN      IR1   
383    384          45       RH         60.0     9000   Pave   NaN      Reg   
384    385          60       RL          NaN    53107   Pave   NaN      IR2   
385    386         120       RL         43.0     3182   Pave   NaN      Reg   
386    387          50       RL         58.0     8410   Pave   NaN      Reg   
387    388          80       RL         72.0     7200   Pave   NaN      Reg   
388    389          20       RL         93.0     9382   Pave   NaN      IR1   
389    390          60       RL         96.0    12474   Pave   NaN      Reg   
390    391          50       RL         50.0     8405   Pave  Grvl      Reg   
391    392          60       RL         71.0    12209   Pave   NaN      IR1   
392    393          20       RL          NaN     8339   Pave   NaN      IR1   
393    394          30       RL          NaN     7446   Pave   NaN      Reg   
394    395          50       RL         60.0    10134   Pave   NaN      Reg   
395    396          20       RL         68.0     9571   Pave   NaN      Reg   
396    397          20       RL         60.0     7200   Pave   NaN      Reg   
397    398          60       RL         69.0     7590   Pave   NaN      Reg   
398    399          30       RM         60.0     8967   Pave   NaN      Reg   
399    400          60       FV         65.0     8125   Pave   NaN      Reg   
400    401         120       RL         38.0    14963   Pave   NaN      IR2   
401    402          20       RL         65.0     8767   Pave   NaN      IR1   
402    403          30       RL         60.0    10200   Pave   NaN      Reg   
403    404          60       RL         93.0    12090   Pave   NaN      Reg   
404    405          60       RL          NaN    10364   Pave   NaN      IR1   
405    406          20       RL          NaN     9991   Pave   NaN      IR1   
406    407          50       RL         51.0    10480   Pave   NaN      Reg   
407    408          70       RL         63.0    15576   Pave   NaN      Reg   
408    409          60       RL        109.0    14154   Pave   NaN      Reg   
409    410          60       FV         85.0    10800   Pave   NaN      Reg   
410    411          20       RL         68.0     9571   Pave   NaN      Reg   
411    412         190       RL        100.0    34650   Pave   NaN      Reg   
412    413          20       FV          NaN     4403   Pave   NaN      IR2   
413    414          30       RM         56.0     8960   Pave  Grvl      Reg   
414    415          60       RL         59.0    11228   Pave   NaN      IR2   
415    416          20       RL         73.0     8899   Pave   NaN      IR1   
416    417          60       RL         74.0     7844   Pave   NaN      Reg   
417    418          70       RL         86.0    22420   Pave   NaN      IR1   
418    419          50       RL         60.0     8160   Pave   NaN      Reg   
419    420          20       RL         65.0     8450   Pave   NaN      Reg   
420    421          90       RM         78.0     7060   Pave   NaN      Reg   
421    422          20       RL          NaN    16635   Pave   NaN      IR1   
422    423          20       RL        100.0    21750   Pave   NaN      Reg   
423    424          60       RL         80.0     9200   Pave   NaN      Reg   
424    425          20       RL         72.0     9000   Pave   NaN      Reg   
425    426          60       RM         60.0     3378   Pave  Grvl      Reg   
426    427          80       RL          NaN    12800   Pave   NaN      Reg   
427    428          20       RL         77.0     8593   Pave   NaN      IR1   
428    429          20       RL         64.0     6762   Pave   NaN      Reg   
429    430          20       RL        130.0    11457   Pave   NaN      IR1   
430    431         160       RM         21.0     1680   Pave   NaN      Reg   
431    432          50       RM         60.0     5586   Pave   NaN      IR1   
432    433         160       RM         24.0     1920   Pave   NaN      Reg   
433    434          60       RL        100.0    10839   Pave   NaN      IR1   
434    435         180       RM         21.0     1890   Pave   NaN      Reg   
435    436          60       RL         43.0    10667   Pave   NaN      IR2   
436    437          50       RM         40.0     4400   Pave   NaN      Reg   
437    438          45       RM         50.0     6000   Pave   NaN      Reg   
438    439          30       RL         40.0     4280   Pave   NaN      Reg   
439    440          50       RL         67.0    12354   Pave  Grvl      Reg   
440    441          20       RL        105.0    15431   Pave   NaN      Reg   
441    442          90       RL         92.0    12108   Pave   NaN      Reg   
442    443          50       RM         52.0     6240   Pave   NaN      Reg   
443    444         120       RL         53.0     3922   Pave   NaN      Reg   
444    445          60       RL         70.0     8750   Pave   NaN      Reg   
445    446          20       RL         73.0     9855   Pave   NaN      Reg   
446    447          20       RL        137.0    16492   Pave   NaN      IR1   
447    448          60       RL          NaN    11214   Pave   NaN      IR1   
448    449          50       RM         50.0     8600   Pave   NaN      Reg   
449    450          50       RM         50.0     6000   Pave   NaN      Reg   
450    451          30       RM         70.0     5684   Pave   NaN      Reg   
451    452          20       RL         62.0    70761   Pave   NaN      IR1   
452    453          60       RL          NaN     9303   Pave   NaN      IR1   
453    454          60       FV         75.0     9000   Pave   NaN      Reg   
454    455          90       RL         63.0     9297   Pave   NaN      Reg   
455    456          20       RL         80.0     9600   Pave   NaN      Reg   
456    457          70       RM         34.0     4571   Pave  Grvl      Reg   
457    458          20       RL          NaN    53227   Pave   NaN      IR1   
458    459          70       RM          NaN     5100   Pave  Grvl      Reg   
459    460          50       RL          NaN     7015   Pave   NaN      IR1   
460    461          60       FV         75.0     8004   Pave   NaN      IR1   
461    462          70       RL         60.0     7200   Pave   NaN      Reg   
462    463          20       RL         60.0     8281   Pave   NaN      IR1   
463    464          70       RL         74.0    11988   Pave   NaN      IR1   
464    465          20       RL         60.0     8430   Pave   NaN      Reg   
465    466         120       RM          NaN     3072   Pave   NaN      Reg   
466    467          20       RL         85.0    10628   Pave   NaN      Reg   
467    468          70       RL         79.0     9480   Pave   NaN      Reg   
468    469          20       RL         98.0    11428   Pave   NaN      IR1   
469    470          60       RL         76.0     9291   Pave   NaN      IR1   
470    471         120       RL          NaN     6820   Pave   NaN      IR1   
471    472          60       RL         92.0    11952   Pave   NaN      Reg   
472    473         180       RM         35.0     3675   Pave   NaN      Reg   
473    474          20       RL        110.0    14977   Pave   NaN      IR1   
474    475         120       RL         41.0     5330   Pave   NaN      Reg   
475    476          20       RL         80.0     8480   Pave   NaN      Reg   
476    477          20       RL         75.0    13125   Pave   NaN      Reg   
477    478          60       RL        105.0    13693   Pave   NaN      Reg   
478    479          20       RL         79.0    10637   Pave   NaN      Reg   
479    480          30       RM         50.0     5925   Pave   NaN      Reg   
480    481          20       RL         98.0    16033   Pave   NaN      IR1   
481    482          20       RL         72.0    11846   Pave   NaN      IR1   
482    483          70       RM         50.0     2500   Pave  Pave      Reg   
483    484         120       RM         32.0     4500   Pave   NaN      Reg   
484    485          20       RL          NaN     7758   Pave   NaN      IR1   
485    486          20       RL         80.0     9600   Pave   NaN      Reg   
486    487          20       RL         79.0    10289   Pave   NaN      Reg   
487    488          20       RL         70.0    12243   Pave   NaN      IR1   
488    489         190       RL         60.0    10800   Pave   NaN      Reg   
489    490         180       RM         21.0     1526   Pave   NaN      Reg   
490    491         160       RM          NaN     2665   Pave   NaN      Reg   
491    492          50       RL         79.0     9490   Pave   NaN      Reg   
492    493          60       RL        105.0    15578   Pave   NaN      IR1   
493    494          20       RL         70.0     7931   Pave   NaN      Reg   
494    495          30       RM         50.0     5784   Pave   NaN      Reg   
495    496          30  C (all)         60.0     7879   Pave   NaN      Reg   
496    497          20       RL          NaN    12692   Pave   NaN      IR1   
497    498          50       RL         60.0     9120   Pave  Pave      Reg   
498    499          20       RL         65.0     7800   Pave   NaN      Reg   
...    ...         ...      ...          ...      ...    ...   ...      ...   
961    962          60       RL          NaN    12227   Pave   NaN      IR1   
962    963         160       RL         24.0     2308   Pave   NaN      Reg   
963    964          20       RL        122.0    11923   Pave   NaN      IR1   
964    965          60       RL         80.0    11316   Pave   NaN      Reg   
965    966          60       RL         65.0    10237   Pave   NaN      Reg   
966    967          50       RL        130.0     9600   Pave   NaN      IR1   
967    968          20       RL          NaN     7390   Pave   NaN      IR1   
968    969          50       RM         50.0     5925   Pave   NaN      Reg   
969    970         190       RL         75.0    10382   Pave   NaN      Reg   
970    971          50       RL         60.0    10800   Pave   NaN      Reg   
971    972         160       RL         36.0     2268   Pave   NaN      Reg   
972    973         120       RL         55.0     7892   Pave   NaN      Reg   
973    974          20       FV         95.0    11639   Pave   NaN      Reg   
974    975          70       RL         60.0    11414   Pave   NaN      IR1   
975    976         160       FV          NaN     2651   Pave   NaN      Reg   
976    977          30       RL         51.0     5900   Pave   NaN      IR1   
977    978         120       FV         35.0     4274   Pave  Pave      IR1   
978    979          20       RL         68.0     9450   Pave   NaN      Reg   
979    980          20       RL         80.0     8816   Pave   NaN      Reg   
980    981          85       RL          NaN    12122   Pave   NaN      IR1   
981    982          60       RL         98.0    12203   Pave   NaN      IR1   
982    983          20       RL         43.0     3182   Pave   NaN      Reg   
983    984          60       RL          NaN    11250   Pave   NaN      Reg   
984    985          90       RL         75.0    10125   Pave   NaN      Reg   
985    986         190       RL         68.0    10880   Pave   NaN      Reg   
986    987          50       RM         59.0     5310   Pave   NaN      Reg   
987    988          20       RL         83.0    10159   Pave   NaN      IR1   
988    989          60       RL          NaN    12046   Pave   NaN      IR1   
989    990          60       FV         65.0     8125   Pave   NaN      Reg   
990    991          60       RL         82.0     9452   Pave   NaN      Reg   
991    992          70       RM        121.0    17671   Pave  Grvl      Reg   
992    993          60       RL         80.0     9760   Pave   NaN      Reg   
993    994          60       RL         68.0     8846   Pave   NaN      Reg   
994    995          20       RL         96.0    12456   Pave   NaN      Reg   
995    996          50       RL         51.0     4712   Pave   NaN      IR1   
996    997          20       RL          NaN    10659   Pave   NaN      IR1   
997    998          20       RL          NaN    11717   Pave   NaN      IR1   
998    999          30       RM         60.0     9786   Pave   NaN      Reg   
999   1000          20       RL         64.0     6762   Pave   NaN      Reg   
1000  1001          20       RL         74.0    10206   Pave   NaN      Reg   
1001  1002          30       RL         60.0     5400   Pave   NaN      Reg   
1002  1003          20       RL         75.0    11957   Pave   NaN      IR1   
1003  1004          90       RL          NaN    11500   Pave   NaN      IR1   
1004  1005         120       RL         43.0     3182   Pave   NaN      Reg   
1005  1006          80       RL         65.0     8385   Pave   NaN      Reg   
1006  1007          20       RL          NaN    12155   Pave   NaN      IR3   
1007  1008         160       RM         21.0     2217   Pave   NaN      Reg   
1008  1009          20       RL         43.0    12118   Pave   NaN      IR1   
1009  1010          50       RL         60.0     6000   Pave   NaN      Reg   
1010  1011          50       RL        115.0    21286   Pave   NaN      Reg   
1011  1012          90       RL         75.0     9825   Pave   NaN      Reg   
1012  1013          70       RL         55.0    10592   Pave   NaN      Reg   
1013  1014          30       RM         60.0     7200   Pave   NaN      Reg   
1014  1015          20       RL         60.0    11664   Pave   NaN      Reg   
1015  1016          60       RL         70.0     8400   Pave   NaN      Reg   
1016  1017          20       RL         73.0    11883   Pave   NaN      Reg   
1017  1018         120       RL          NaN     5814   Pave   NaN      IR1   
1018  1019          80       RL          NaN    10784   Pave   NaN      IR1   
1019  1020         120       RL         43.0     3013   Pave   NaN      Reg   
1020  1021          20       RL         60.0     7024   Pave   NaN      Reg   
1021  1022          20       RL         64.0     7406   Pave   NaN      Reg   
1022  1023          50       RM         52.0     9439   Pave   NaN      Reg   
1023  1024         120       RL         43.0     3182   Pave   NaN      Reg   
1024  1025          20       RL          NaN    15498   Pave   NaN      IR1   
1025  1026          20       RL         70.0     7700   Pave   NaN      Reg   
1026  1027          20       RL         73.0     9300   Pave   NaN      Reg   
1027  1028          20       RL         71.0     9520   Pave   NaN      IR1   
1028  1029          50       RL         79.0     9492   Pave   NaN      Reg   
1029  1030         160       RM         21.0     1680   Pave   NaN      Reg   
1030  1031         190       RH          NaN     7082   Pave   NaN      Reg   
1031  1032          75       RL        102.0    15863   Pave   NaN      Reg   
1032  1033          60       RL          NaN    14541   Pave   NaN      IR1   
1033  1034          20       RL          NaN     8125   Pave   NaN      Reg   
1034  1035          30       RL         50.0     6305   Pave   NaN      Reg   
1035  1036          20       RL          NaN    11500   Pave   NaN      IR1   
1036  1037          20       RL         89.0    12898   Pave   NaN      IR1   
1037  1038          60       RL          NaN     9240   Pave   NaN      Reg   
1038  1039         160       RM         21.0     1533   Pave   NaN      Reg   
1039  1040         180       RM         21.0     1477   Pave   NaN      Reg   
1040  1041          20       RL         88.0    13125   Pave   NaN      Reg   
1041  1042          60       RL          NaN     9130   Pave   NaN      Reg   
1042  1043         120       RL         34.0     5381   Pave   NaN      IR1   
1043  1044          60       RL         86.0    11839   Pave   NaN      Reg   
1044  1045          20       RL         80.0     9600   Pave   NaN      Reg   
1045  1046          20       RL          NaN    13680   Pave   NaN      IR1   
1046  1047          60       RL         85.0    16056   Pave   NaN      IR1   
1047  1048          20       RL         57.0     9245   Pave   NaN      IR2   
1048  1049          20       RL        100.0    21750   Pave   NaN      Reg   
1049  1050          20       RL         60.0    11100   Pave   NaN      Reg   
1050  1051          20       RL         73.0     8993   Pave   NaN      IR1   
1051  1052          20       RL        103.0    11175   Pave   NaN      IR1   
1052  1053          60       RL        100.0     9500   Pave   NaN      Reg   
1053  1054          20       RL         68.0     8562   Pave   NaN      Reg   
1054  1055          60       RL         90.0    11367   Pave   NaN      Reg   
1055  1056          20       RL        104.0    11361   Pave   NaN      Reg   
1056  1057         120       RL         43.0     7052   Pave   NaN      IR1   
1057  1058          60       RL          NaN    29959   Pave   NaN      IR2   
1058  1059          60       RL         96.0    11308   Pave   NaN      IR1   
1059  1060          50       RL          NaN    11275   Pave   NaN      IR1   
1060  1061         120       RL         41.0     4920   Pave   NaN      Reg   
1061  1062          30  C (all)        120.0    18000   Grvl   NaN      Reg   
1062  1063         190       RM         85.0    13600   Pave  Grvl      Reg   
1063  1064          30       RM         50.0     6000   Pave   NaN      Reg   
1064  1065          20       RL          NaN    11000   Pave   NaN      IR1   
1065  1066          60       RL         80.0    14000   Pave   NaN      Reg   
1066  1067          60       RL         59.0     7837   Pave   NaN      IR1   
1067  1068          60       RL         80.0     9760   Pave   NaN      Reg   
1068  1069         160       RM         42.0     3964   Pave   NaN      Reg   
1069  1070          45       RL         60.0     9600   Pave   NaN      Reg   
1070  1071          20       RL         72.0    10152   Pave   NaN      Reg   
1071  1072          60       RL         78.0    11700   Pave   NaN      Reg   
1072  1073          50       RL         50.0     7585   Pave   NaN      Reg   
1073  1074          60       RL         75.0     7950   Pave   NaN      IR1   
1074  1075          20       RL         74.0     8556   Pave   NaN      Reg   
1075  1076          70       RL         75.0    13125   Pave   NaN      Reg   
1076  1077          50       RL         60.0    10800   Pave  Grvl      Reg   
1077  1078          20       RL          NaN    15870   Pave   NaN      IR1   
1078  1079         120       RM         37.0     4435   Pave   NaN      Reg   
1079  1080          20       RL         65.0     8775   Pave   NaN      Reg   
1080  1081          20       RL         80.0    11040   Pave   NaN      Reg   
1081  1082          20       RL         75.0     7500   Pave   NaN      Reg   
1082  1083          20       RL         70.0     8749   Pave   NaN      Reg   
1083  1084          20       RL         80.0     8800   Pave   NaN      Reg   
1084  1085          60       RL          NaN    13031   Pave   NaN      IR2   
1085  1086          85       RL         73.0     9069   Pave   NaN      Reg   
1086  1087         160       RM          NaN     1974   Pave   NaN      Reg   
1087  1088          60       FV         85.0    10574   Pave   NaN      Reg   
1088  1089         160       RM         24.0     2522   Pave   NaN      Reg   
1089  1090         120       FV         37.0     3316   Pave  Pave      IR1   
1090  1091          90       RL         60.0     8544   Pave   NaN      Reg   
1091  1092         160       FV         24.0     2160   Pave  Pave      Reg   
1092  1093          50       RL         60.0     8400   Pave   NaN      Reg   
1093  1094          20       RL         71.0     9230   Pave   NaN      Reg   
1094  1095          20       RL         74.0     5868   Pave   NaN      Reg   
1095  1096          20       RL         78.0     9317   Pave   NaN      IR1   
1096  1097          70       RM         60.0     6882   Pave   NaN      Reg   
1097  1098         120       RL          NaN     3696   Pave   NaN      Reg   
1098  1099          50       RM         50.0     6000   Pave   NaN      Reg   
1099  1100          20       RL         82.0    11880   Pave   NaN      IR1   
1100  1101          30       RL         60.0     8400   Pave   NaN      Reg   
1101  1102          20       RL         61.0     9758   Pave   NaN      IR1   
1102  1103          20       RL         70.0     7000   Pave   NaN      Reg   
1103  1104          20       RL         79.0     8910   Pave   NaN      Reg   
1104  1105         160       RM         24.0     2016   Pave   NaN      Reg   
1105  1106          60       RL         98.0    12256   Pave   NaN      IR1   
1106  1107          20       RL        114.0    10357   Pave   NaN      IR1   
1107  1108          60       RL        168.0    23257   Pave   NaN      IR3   
1108  1109          60       RL          NaN     8063   Pave   NaN      Reg   
1109  1110          20       RL        107.0    11362   Pave   NaN      IR1   
1110  1111          60       RL          NaN     8000   Pave   NaN      Reg   
1111  1112          60       RL         80.0    10480   Pave   NaN      Reg   
1112  1113          20       RL         73.0     7100   Pave   NaN      IR1   
1113  1114          20       RL         66.0     8923   Pave   NaN      Reg   
1114  1115          20       RL         90.0     5400   Pave   NaN      Reg   
1115  1116          20       RL         93.0    12085   Pave   NaN      Reg   
1116  1117          80       RL          NaN     7750   Pave   NaN      Reg   
1117  1118          20       RL         57.0     9764   Pave   NaN      IR1   
1118  1119          80       RL         85.0    13825   Pave   NaN      Reg   
1119  1120          20       RL         70.0     7560   Pave   NaN      Reg   
1120  1121          30       RM         59.0     8263   Pave   NaN      Reg   
1121  1122          20       RL         84.0    10084   Pave   NaN      Reg   
1122  1123          20       RL          NaN     8926   Pave   NaN      IR1   
1123  1124          20       RL         50.0     9405   Pave   NaN      Reg   
1124  1125          80       RL          NaN     9125   Pave   NaN      IR1   
1125  1126          20       RL         60.0    10434   Pave   NaN      Reg   
1126  1127         120       RL         53.0     3684   Pave   NaN      Reg   
1127  1128          20       RL        182.0    14572   Pave   NaN      IR3   
1128  1129          60       RL         59.0    11796   Pave   NaN      IR1   
1129  1130          90       RM         60.0     7200   Pave  Grvl      Reg   
1130  1131          50       RL         65.0     7804   Pave   NaN      Reg   
1131  1132          20       RL         63.0    10712   Pave   NaN      Reg   
1132  1133          70       RM         90.0     9900   Pave   NaN      Reg   
1133  1134          60       RL         80.0     9828   Pave   NaN      IR1   
1134  1135          60       RL         57.0     8773   Pave   NaN      IR1   
1135  1136          30       RM         60.0     6180   Pave   NaN      Reg   
1136  1137          50       RL         80.0     9600   Pave   NaN      Reg   
1137  1138          50       RL         54.0     6342   Pave   NaN      Reg   
1138  1139          20       RL          NaN     9819   Pave   NaN      IR1   
1139  1140          30       RL         98.0     8731   Pave   NaN      IR1   
1140  1141          20       RL         60.0     7350   Pave   NaN      Reg   
1141  1142          60       RL          NaN    10304   Pave   NaN      IR1   
1142  1143          60       RL         77.0     9965   Pave   NaN      Reg   
1143  1144          20       RL          NaN     9000   Pave   NaN      Reg   
1144  1145         190       RL         60.0    12180   Pave   NaN      Reg   
1145  1146          50       RM         52.0     6240   Pave   NaN      Reg   
1146  1147          20       RL          NaN    11200   Pave   NaN      Reg   
1147  1148          70       RL         75.0    12000   Pave   NaN      Reg   
1148  1149          50       RM          NaN     5700   Pave   NaN      Reg   
1149  1150          70       RM         50.0     9000   Pave   NaN      Reg   
1150  1151          20       RL         57.0     8280   Pave   NaN      IR1   
1151  1152          20       RL        134.0    17755   Pave   NaN      Reg   
1152  1153          20       RL         90.0    14115   Pave   NaN      IR1   
1153  1154          30       RM          NaN     5890   Pave   NaN      Reg   
1154  1155          60       RL          NaN    13700   Pave   NaN      IR1   
1155  1156          20       RL         90.0    10768   Pave   NaN      IR1   
1156  1157          80       RL         85.0     9350   Pave   NaN      Reg   
1157  1158         120       RL         34.0     5001   Pave   NaN      IR1   
1158  1159          20       RL         92.0    11932   Pave   NaN      Reg   
1159  1160          60       RL         76.0     9120   Pave   NaN      Reg   
1160  1161         160       RL         24.0     2280   Pave   NaN      Reg   
1161  1162          20       RL          NaN    14778   Pave   NaN      IR1   
1162  1163          20       RL        109.0     8724   Pave   NaN      Reg   
1163  1164          90       RL         60.0    12900   Pave   NaN      Reg   
1164  1165          80       RL          NaN    16157   Pave   NaN      IR1   
1165  1166          20       RL         79.0     9541   Pave   NaN      IR1   
1166  1167          20       RL         64.0    10475   Pave   NaN      IR1   
1167  1168          60       RL         58.0    10852   Pave   NaN      IR1   
1168  1169          70       RL        120.0    13728   Pave   NaN      Reg   
1169  1170          60       RL        118.0    35760   Pave   NaN      IR1   
1170  1171          80       RL         76.0     9880   Pave   NaN      Reg   
1171  1172          20       RL         76.0     9120   Pave   NaN      Reg   
1172  1173         160       FV         35.0     4017   Pave  Pave      IR1   
1173  1174          50       RL        138.0    18030   Pave   NaN      IR1   
1174  1175          70       RL         80.0    16560   Pave   NaN      IR1   
1175  1176          50       RL         85.0    10678   Pave   NaN      Reg   
1176  1177          20       RL         37.0     6951   Pave   NaN      IR1   
1177  1178          50       RM          NaN     3950   Pave  Grvl      Reg   
1178  1179          50       RL         54.0     7681   Pave   NaN      IR1   
1179  1180          20       RL         77.0     8335   Pave   NaN      Reg   
1180  1181          60       RL          NaN    11170   Pave   NaN      IR2   
1181  1182         120       RM         64.0     5587   Pave   NaN      IR1   
1182  1183          60       RL        160.0    15623   Pave   NaN      IR1   
1183  1184          30       RL         60.0    10800   Pave  Grvl      Reg   
1184  1185          20       RL         50.0    35133   Grvl   NaN      Reg   
1185  1186          50       RL         60.0     9738   Pave   NaN      Reg   
1186  1187         190       RL        107.0    10615   Pave   NaN      IR1   
1187  1188          20       RL         89.0    12461   Pave   NaN      Reg   
1188  1189          60       RL         68.0     8935   Pave   NaN      IR1   
1189  1190          60       RL         60.0     7500   Pave   NaN      Reg   
1190  1191         190       RL          NaN    32463   Pave   NaN      Reg   
1191  1192         160       FV         24.0     2645   Pave  Pave      Reg   
1192  1193          50       RM         60.0     9600   Pave  Grvl      Reg   
1193  1194         120       RM          NaN     4500   Pave   NaN      Reg   
1194  1195          60       RL         80.0     9364   Pave   NaN      Reg   
1195  1196          60       RL         51.0     8029   Pave   NaN      IR1   
1196  1197          60       RL         58.0    14054   Pave   NaN      IR1   
1197  1198          75       RM         65.0     8850   Pave   NaN      IR1   
1198  1199          20       RL         70.0     9100   Pave   NaN      Reg   
1199  1200          20       RL         75.0    11235   Pave   NaN      Reg   
1200  1201          20       RL         71.0     9353   Pave   NaN      Reg   
1201  1202          60       RL         80.0    10400   Pave   NaN      Reg   
1202  1203          50       RM         50.0     6000   Pave   NaN      Reg   
1203  1204          20       RL         75.0     9750   Pave   NaN      Reg   
1204  1205          20       RL         78.0    10140   Pave   NaN      Reg   
1205  1206          20       RL         90.0    14684   Pave   NaN      IR1   
1206  1207          20       RH          NaN     8900   Pave   NaN      Reg   
1207  1208          20       RL         70.0     9135   Pave   NaN      Reg   
1208  1209          20       RL         70.0     7763   Pave   NaN      Reg   
1209  1210          20       RL         85.0    10182   Pave   NaN      IR1   
1210  1211          60       RL         70.0    11218   Pave   NaN      Reg   
1211  1212          50       RL        152.0    12134   Pave   NaN      IR1   
1212  1213          30       RL         50.0     9340   Pave   NaN      Reg   
1213  1214          80       RL          NaN    10246   Pave   NaN      IR1   
1214  1215          85       RL         69.0    10205   Pave   NaN      IR1   
1215  1216          20       RL         99.0     7094   Pave   NaN      IR1   
1216  1217          90       RM         68.0     8930   Pave   NaN      Reg   
1217  1218          20       FV         72.0     8640   Pave   NaN      Reg   
1218  1219          50       RM         52.0     6240   Pave   NaN      Reg   
1219  1220         160       RM         21.0     1680   Pave   NaN      Reg   
1220  1221          20       RL         66.0     7800   Pave   NaN      IR1   
1221  1222          20       RL         55.0     8250   Pave   NaN      Reg   
1222  1223          50       RL         78.0    10496   Pave   NaN      Reg   
1223  1224          20       RL         89.0    10680   Pave   NaN      Reg   
1224  1225          60       RL         60.0    15384   Pave   NaN      IR1   
1225  1226          80       RL         65.0    10482   Pave   NaN      Reg   
1226  1227          60       RL         86.0    14598   Pave   NaN      IR1   
1227  1228          20       RL         72.0     8872   Pave   NaN      Reg   
1228  1229         120       RL         65.0     8769   Pave   NaN      Reg   
1229  1230          80       RL         70.0     7910   Pave   NaN      Reg   
1230  1231          90       RL          NaN    18890   Pave   NaN      IR1   
1231  1232          90       RL         70.0     7728   Pave   NaN      Reg   
1232  1233          90       RL         70.0     9842   Pave   NaN      Reg   
1233  1234          20       RL          NaN    12160   Pave   NaN      IR1   
1234  1235          70       RH         55.0     8525   Pave   NaN      Reg   
1235  1236          70       RL         96.0    13132   Pave   NaN      Reg   
1236  1237         160       RL         36.0     2628   Pave   NaN      Reg   
1237  1238          60       RL         41.0    12393   Pave   NaN      IR2   
1238  1239          20       RL         63.0    13072   Pave   NaN      Reg   
1239  1240          20       RL         64.0     9037   Pave   NaN      IR1   
1240  1241          60       RL         65.0     8158   Pave   NaN      Reg   
1241  1242          20       RL         83.0     9849   Pave   NaN      Reg   
1242  1243          85       RL         85.0    10625   Pave   NaN      Reg   
1243  1244          20       RL        107.0    13891   Pave   NaN      Reg   
1244  1245          70       RL          NaN    11435   Pave   NaN      IR1   
1245  1246          80       RL         78.0    12090   Pave   NaN      Reg   
1246  1247          60       FV         65.0     8125   Pave   NaN      Reg   
1247  1248          80       RL          NaN    12328   Pave   NaN      IR1   
1248  1249          75       RM         60.0     9600   Pave  Grvl      Reg   
1249  1250          20       RL         60.0     7200   Pave   NaN      Reg   
1250  1251          20       RL         93.0    11160   Pave   NaN      Reg   
1251  1252         120       RL          NaN     3136   Pave   NaN      IR1   
1252  1253          20       RL         62.0     9858   Pave   NaN      Reg   
1253  1254          60       RL          NaN    17542   Pave   NaN      IR1   
1254  1255          60       RL         60.0     6931   Pave   NaN      Reg   
1255  1256          50       RM         52.0     6240   Pave   NaN      Reg   
1256  1257          20       RL         91.0    14303   Pave   NaN      IR1   
1257  1258          30       RL         56.0     4060   Pave   NaN      Reg   
1258  1259          80       RL         59.0     9587   Pave   NaN      IR1   
1259  1260          20       RL         65.0     9750   Pave   NaN      Reg   
1260  1261          60       RL          NaN    24682   Pave   NaN      IR3   
1261  1262          20       RL         80.0     9600   Pave   NaN      Reg   
1262  1263          50       RL          NaN    11250   Pave   NaN      Reg   
1263  1264          70       RL         60.0    13515   Pave  Pave      Reg   
1264  1265         120       RH         34.0     4060   Pave   NaN      Reg   
1265  1266         160       FV         35.0     3735   Pave   NaN      Reg   
1266  1267         190       RM         60.0    10120   Pave   NaN      IR1   
1267  1268          20       RL         89.0    13214   Pave   NaN      IR1   
1268  1269          50       RL          NaN    14100   Pave   NaN      IR1   
1269  1270          50       RL         78.0    11344   Pave   NaN      Reg   
1270  1271          40       RL          NaN    23595   Pave   NaN      Reg   
1271  1272          20       RL          NaN     9156   Pave   NaN      IR1   
1272  1273          20       RL          NaN    13526   Pave   NaN      IR1   
1273  1274          80       RL        124.0    11512   Pave   NaN      IR1   
1274  1275          50       RL         53.0     5362   Pave   NaN      Reg   
1275  1276          90       RL         95.0    11345   Pave   NaN      Reg   
1276  1277          60       RL          NaN    12936   Pave   NaN      IR1   
1277  1278          80       RL          NaN    17871   Pave   NaN      IR1   
1278  1279          60       RL         75.0     9473   Pave   NaN      Reg   
1279  1280          50  C (all)         60.0     7500   Pave   NaN      Reg   
1280  1281          20       RL         67.0     9808   Pave   NaN      IR1   
1281  1282          20       RL         50.0     8049   Pave   NaN      IR1   
1282  1283          20       RL         61.0     8800   Pave   NaN      IR1   
1283  1284          90       RL         94.0     9400   Pave   NaN      Reg   
1284  1285          50       RL         50.0     9638   Pave   NaN      Reg   
1285  1286          50       RM         50.0     6000   Pave   NaN      Reg   
1286  1287          20       RL          NaN     9790   Pave   NaN      Reg   
1287  1288          20       RL          NaN    36500   Pave   NaN      IR1   
1288  1289         120       RL         40.0     5664   Pave   NaN      IR1   
1289  1290          60       RL         86.0    11065   Pave   NaN      IR1   
1290  1291          80       RL          NaN    14112   Pave   NaN      IR1   
1291  1292         160       RM         21.0     1680   Pave   NaN      Reg   
1292  1293          70       RM         60.0     6600   Pave   NaN      Reg   
1293  1294          60       RL         78.0    10140   Pave   NaN      Reg   
1294  1295          20       RL         60.0     8172   Pave   NaN      Reg   
1295  1296          20       RL         70.0     8400   Pave   NaN      Reg   
1296  1297          20       RL         80.0     8700   Pave   NaN      Reg   
1297  1298         180       RM         35.0     3675   Pave   NaN      Reg   
1298  1299          60       RL        313.0    63887   Pave   NaN      IR3   
1299  1300          20       RL         75.0     7500   Pave   NaN      Reg   
1300  1301          60       RL          NaN    10762   Pave   NaN      IR1   
1301  1302          70       RL          NaN     7500   Pave   NaN      IR1   
1302  1303          60       RL         92.0    10120   Pave   NaN      Reg   
1303  1304          20       RL         73.0     8688   Pave   NaN      Reg   
1304  1305         160       RM         32.0     3363   Pave   NaN      Reg   
1305  1306          20       RL        108.0    13173   Pave   NaN      IR1   
1306  1307         120       RL         48.0     6955   Pave   NaN      IR1   
1307  1308          20       RL         60.0     8072   Pave   NaN      Reg   
1308  1309          20       RM        100.0    12000   Pave   NaN      Reg   
1309  1310          20       RL          NaN     7153   Pave   NaN      Reg   
1310  1311          20       RL        100.0    17500   Pave   NaN      Reg   
1311  1312          20       RL         68.0     8814   Pave   NaN      Reg   
1312  1313          60       RL          NaN     9572   Pave   NaN      IR1   
1313  1314          60       RL        108.0    14774   Pave   NaN      IR1   
1314  1315          20       RL         60.0     8190   Pave   NaN      Reg   
1315  1316          60       RL         85.0    11075   Pave   NaN      Reg   
1316  1317          20       RL         61.0    10226   Pave   NaN      IR1   
1317  1318         120       FV         47.0     4230   Pave  Pave      Reg   
1318  1319          20       RL          NaN    14781   Pave   NaN      IR2   
1319  1320          20       RL         75.0    10215   Pave   NaN      Reg   
1320  1321          20       RL         70.0     8400   Pave   NaN      Reg   
1321  1322          20       RL          NaN     6627   Pave   NaN      IR1   
1322  1323          60       RL        107.0    10186   Pave   NaN      IR1   
1323  1324          30       RL         50.0     5330   Pave   NaN      Reg   
1324  1325          20       RL         75.0     9986   Pave   NaN      Reg   
1325  1326          30       RM         40.0     3636   Pave   NaN      Reg   
1326  1327          30       RH         70.0     4270   Pave   NaN      Reg   
1327  1328          20       RL         60.0     6600   Pave   NaN      Reg   
1328  1329          50       RM         60.0    10440   Pave  Grvl      Reg   
1329  1330          60       RL         63.0     9084   Pave   NaN      IR1   
1330  1331          20       RL         85.0    10000   Pave   NaN      Reg   
1331  1332          80       RL         55.0    10780   Pave   NaN      IR1   
1332  1333          20       RL         67.0     8877   Pave   NaN      Reg   
1333  1334          50       RM         60.0     7200   Pave   NaN      Reg   
1334  1335         160       RM         24.0     2368   Pave   NaN      Reg   
1335  1336          20       RL         80.0     9650   Pave   NaN      Reg   
1336  1337          90       RL         87.0     9246   Pave   NaN      IR1   
1337  1338          30       RM        153.0     4118   Pave  Grvl      IR1   
1338  1339          60       RL         95.0    13450   Pave   NaN      IR1   
1339  1340          20       RL        120.0     9560   Pave   NaN      IR1   
1340  1341          20       RL         70.0     8294   Pave   NaN      Reg   
1341  1342          20       RL         66.0    13695   Pave   NaN      Reg   
1342  1343          60       RL          NaN     9375   Pave   NaN      Reg   
1343  1344          50       RL         57.0     7558   Pave   NaN      Reg   
1344  1345          60       RL         85.0    11103   Pave   NaN      IR1   
1345  1346          30       RM         50.0     6000   Pave   NaN      Reg   
1346  1347          20       RL          NaN    20781   Pave   NaN      IR2   
1347  1348          20       RL         93.0    15306   Pave   NaN      IR1   
1348  1349          20       RL          NaN    16196   Pave   NaN      IR3   
1349  1350          70       RM         50.0     5250   Pave  Pave      Reg   
1350  1351          90       RL         91.0    11643   Pave   NaN      Reg   
1351  1352          60       RL         70.0     9247   Pave   NaN      IR1   
1352  1353          50       RM         50.0     6000   Pave   NaN      Reg   
1353  1354          50       RL         56.0    14720   Pave   NaN      IR1   
1354  1355          60       RL          NaN    10316   Pave   NaN      IR1   
1355  1356          80       RL        102.0    10192   Pave   NaN      IR1   
1356  1357          20       RL          NaN     9477   Pave   NaN      Reg   
1357  1358          20       RL          NaN    12537   Pave   NaN      IR1   
1358  1359         160       FV          NaN     2117   Pave   NaN      Reg   
1359  1360          20       RL        129.0    16737   Pave   NaN      Reg   
1360  1361          70       RL         51.0     9842   Pave   NaN      Reg   
1361  1362          20       RL        124.0    16158   Pave   NaN      IR1   
1362  1363          50       RL          NaN    12513   Pave   NaN      IR1   
1363  1364          60       RL         73.0     8499   Pave   NaN      IR1   
1364  1365         160       FV         30.0     3180   Pave  Pave      Reg   
1365  1366          60       FV          NaN     7500   Pave   NaN      Reg   
1366  1367          60       RL         68.0     9179   Pave   NaN      IR1   
1367  1368         160       RM         41.0     2665   Pave   NaN      Reg   
1368  1369         120       RM          NaN     4435   Pave   NaN      Reg   
1369  1370          20       RL         48.0    10635   Pave   NaN      IR2   
1370  1371          50       RL         90.0     5400   Pave   NaN      Reg   
1371  1372          80       RL         80.0     9600   Pave   NaN      Reg   
1372  1373          60       RL         75.0     9750   Pave   NaN      Reg   
1373  1374          20       RL          NaN    11400   Pave   NaN      Reg   
1374  1375          60       FV         85.0    10625   Pave   NaN      Reg   
1375  1376          20       RL         89.0    10991   Pave   NaN      IR1   
1376  1377          30       RL         52.0     6292   Pave   NaN      Reg   
1377  1378          50       RL         60.0    10998   Pave  Grvl      Reg   
1378  1379         160       RM         21.0     1953   Pave   NaN      Reg   
1379  1380          80       RL         73.0     9735   Pave   NaN      Reg   
1380  1381          30       RL         45.0     8212   Pave  Grvl      Reg   
1381  1382          20       RL          NaN    12925   Pave   NaN      IR1   
1382  1383          70       RM         60.0     7200   Pave   NaN      Reg   
1383  1384          30       RL          NaN    25339   Pave   NaN      Reg   
1384  1385          50       RL         60.0     9060   Pave   NaN      Reg   
1385  1386          50       RM         40.0     5436   Pave   NaN      Reg   
1386  1387          60       RL         80.0    16692   Pave   NaN      IR1   
1387  1388          50       RM         60.0     8520   Pave  Grvl      Reg   
1388  1389          20       RL         42.0    14892   Pave   NaN      IR1   
1389  1390          50       RM         60.0     6000   Pave   NaN      Reg   
1390  1391          20       RL         70.0     9100   Pave   NaN      Reg   
1391  1392          90       RL         65.0     8944   Pave   NaN      Reg   
1392  1393          85       RL         68.0     7838   Pave   NaN      Reg   
1393  1394         190       RM         60.0    10800   Pave  Pave      Reg   
1394  1395         120       RL         53.0     4045   Pave   NaN      Reg   
1395  1396          60       RL         88.0    12665   Pave   NaN      IR1   
1396  1397          20       RL          NaN    57200   Pave   NaN      IR1   
1397  1398          70       RM         51.0     6120   Pave   NaN      Reg   
1398  1399          50       RL         60.0     7200   Pave   NaN      Reg   
1399  1400          50       RL         51.0     6171   Pave   NaN      Reg   
1400  1401          50       RM         50.0     6000   Pave   NaN      Reg   
1401  1402          60       RL         62.0     7415   Pave   NaN      IR1   
1402  1403          20       RL         64.0     6762   Pave   NaN      Reg   
1403  1404          20       RL         49.0    15256   Pave   NaN      IR1   
1404  1405          50       RL         60.0    10410   Pave  Grvl      Reg   
1405  1406         120       RM         44.0     3842   Pave   NaN      IR1   
1406  1407          85       RL         70.0     8445   Pave   NaN      Reg   
1407  1408          20       RL          NaN     8780   Pave   NaN      IR1   
1408  1409          70       RM         60.0     7740   Pave   NaN      Reg   
1409  1410          60       RL         46.0    20544   Pave   NaN      IR1   
1410  1411          60       RL         79.0    12420   Pave   NaN      Reg   
1411  1412          50       RL         80.0     9600   Pave   NaN      Reg   
1412  1413          90       RL         60.0     7200   Pave   NaN      Reg   
1413  1414          20       RL         88.0    10994   Pave   NaN      IR1   
1414  1415          50       RL         64.0    13053   Pave  Pave      Reg   
1415  1416         120       RL         51.0     3635   Pave   NaN      Reg   
1416  1417         190       RM         60.0    11340   Pave   NaN      Reg   
1417  1418          60       RL          NaN    16545   Pave   NaN      IR1   
1418  1419          20       RL         71.0     9204   Pave   NaN      Reg   
1419  1420          20       RL          NaN    16381   Pave   NaN      IR1   
1420  1421          60       RL         90.0    11700   Pave   NaN      Reg   
1421  1422         120       RL         53.0     4043   Pave   NaN      Reg   
1422  1423         120       RM         37.0     4435   Pave   NaN      Reg   
1423  1424          80       RL          NaN    19690   Pave   NaN      IR1   
1424  1425          20       RL          NaN     9503   Pave   NaN      Reg   
1425  1426          20       RL         80.0    10721   Pave   NaN      IR1   
1426  1427          60       RL         81.0    10944   Pave   NaN      IR1   
1427  1428          50       RL         60.0    10930   Pave  Grvl      Reg   
1428  1429          30       RM         60.0     7200   Pave   NaN      Reg   
1429  1430          20       RL          NaN    12546   Pave   NaN      IR1   
1430  1431          60       RL         60.0    21930   Pave   NaN      IR3   
1431  1432         120       RL          NaN     4928   Pave   NaN      IR1   
1432  1433          30       RL         60.0    10800   Pave  Grvl      Reg   
1433  1434          60       RL         93.0    10261   Pave   NaN      IR1   
1434  1435          20       RL         80.0    17400   Pave   NaN      Reg   
1435  1436          20       RL         80.0     8400   Pave   NaN      Reg   
1436  1437          20       RL         60.0     9000   Pave   NaN      Reg   
1437  1438          20       RL         96.0    12444   Pave   NaN      Reg   
1438  1439          20       RM         90.0     7407   Pave   NaN      Reg   
1439  1440          60       RL         80.0    11584   Pave   NaN      Reg   
1440  1441          70       RL         79.0    11526   Pave   NaN      IR1   
1441  1442         120       RM          NaN     4426   Pave   NaN      Reg   
1442  1443          60       FV         85.0    11003   Pave   NaN      Reg   
1443  1444          30       RL          NaN     8854   Pave   NaN      Reg   
1444  1445          20       RL         63.0     8500   Pave   NaN      Reg   
1445  1446          85       RL         70.0     8400   Pave   NaN      Reg   
1446  1447          20       RL          NaN    26142   Pave   NaN      IR1   
1447  1448          60       RL         80.0    10000   Pave   NaN      Reg   
1448  1449          50       RL         70.0    11767   Pave   NaN      Reg   
1449  1450         180       RM         21.0     1533   Pave   NaN      Reg   
1450  1451          90       RL         60.0     9000   Pave   NaN      Reg   
1451  1452          20       RL         78.0     9262   Pave   NaN      Reg   
1452  1453         180       RM         35.0     3675   Pave   NaN      Reg   
1453  1454          20       RL         90.0    17217   Pave   NaN      Reg   
1454  1455          20       FV         62.0     7500   Pave  Pave      Reg   
1455  1456          60       RL         62.0     7917   Pave   NaN      Reg   
1456  1457          20       RL         85.0    13175   Pave   NaN      Reg   
1457  1458          70       RL         66.0     9042   Pave   NaN      Reg   
1458  1459          20       RL         68.0     9717   Pave   NaN      Reg   
1459  1460          20       RL         75.0     9937   Pave   NaN      Reg   

     LandContour Utilities LotConfig LandSlope Neighborhood Condition1  \
0            Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1            Lvl    AllPub       FR2       Gtl      Veenker      Feedr   
2            Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
3            Lvl    AllPub    Corner       Gtl      Crawfor       Norm   
4            Lvl    AllPub       FR2       Gtl      NoRidge       Norm   
5            Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
6            Lvl    AllPub    Inside       Gtl      Somerst       Norm   
7            Lvl    AllPub    Corner       Gtl       NWAmes       PosN   
8            Lvl    AllPub    Inside       Gtl      OldTown     Artery   
9            Lvl    AllPub    Corner       Gtl      BrkSide     Artery   
10           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
11           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
12           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
13           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
14           Lvl    AllPub    Corner       Gtl        NAmes       Norm   
15           Lvl    AllPub    Corner       Gtl      BrkSide       Norm   
16           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
17           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
18           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe   
19           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
20           Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
21           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm   
22           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
23           Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
24           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
25           Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
26           Lvl    AllPub    Corner       Gtl        NAmes       Norm   
27           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
28           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
29           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr   
30           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr   
31           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm   
32           Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
33           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
34           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
36           Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
37           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
38           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
39           Lvl    AllPub    Inside       Gtl      Edwards       Norm   
40           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
41           Lvl    AllPub    Inside       Gtl       Timber       Norm   
42           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm   
43           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm   
44           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
45           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
46           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
47           Lvl    AllPub    Inside       Gtl      Somerst       Norm   
48           Lvl    AllPub    Inside       Gtl      OldTown       Norm   
49           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
50           Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
51           Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
52           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn   
53           Low    AllPub    Inside       Gtl      Veenker       Norm   
54           Bnk    AllPub    Inside       Mod        NAmes       Norm   
55           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
56           Lvl    AllPub    Inside       Gtl      Somerst       Norm   
57           Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
58           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm   
59           Bnk    AllPub    Inside       Gtl      CollgCr       Norm   
60           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe   
61           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
62           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
63           Bnk    AllPub    Inside       Gtl      OldTown       RRAn   
64           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
65           Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
66           Lvl    AllPub    Inside       Gtl        NAmes       PosA   
67           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
68           Lvl    AllPub    Corner       Gtl      OldTown     Artery   
69           Lvl    AllPub    Corner       Gtl      ClearCr       Norm   
70           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
71           Lvl    AllPub    Corner       Gtl      Mitchel       Norm   
72           Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
73           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
74           Lvl    AllPub    Corner       Gtl      OldTown       Norm   
75           Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
76           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
77           Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
78           Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
79           Lvl    AllPub    Corner       Gtl      OldTown       Norm   
80           Lvl    AllPub    Corner       Gtl        NAmes       Norm   
81           Lvl    AllPub       FR2       Gtl      Mitchel       Norm   
82           Lvl    AllPub    Inside       Gtl      Somerst       Norm   
83           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
84           Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
85           Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
86           Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
87           Lvl    AllPub    Corner       Gtl      Somerst       Norm   
88           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr   
89           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
90           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
91           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
92           HLS    AllPub    Inside       Gtl      Crawfor       Norm   
93           Lvl    AllPub    Corner       Gtl      OldTown       Norm   
94           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
95           Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
96           Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
97           HLS    AllPub    Inside       Gtl      Edwards       Norm   
98           Lvl    AllPub    Corner       Gtl      Edwards       Norm   
99           Lvl    AllPub    Inside       Gtl        NAmes       Norm   
100          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
101          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
102          Bnk    AllPub    Inside       Gtl      SawyerW       Norm   
103          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
104          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm   
105          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
106          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
107          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
108          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery   
109          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
110          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
111          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
112          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
113          Bnk    AllPub    Corner       Gtl      Crawfor       Norm   
114          Lvl    AllPub    Inside       Mod      Crawfor       Norm   
115          Lvl    AllPub    Corner       Gtl      Somerst       Norm   
116          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
117          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
118          Lvl    AllPub    Corner       Gtl      SawyerW       Norm   
119          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
120          Low    AllPub   CulDSac       Sev      ClearCr       Norm   
121          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
122          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
123          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
124          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm   
125          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
126          Lvl    AllPub    Inside       Gtl      NPkVill       Norm   
127          Bnk    AllPub    Inside       Gtl      OldTown      Feedr   
128          Lvl    AllPub    Inside       Gtl        NAmes       PosN   
129          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
130          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
131          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
132          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
133          Lvl    AllPub    Inside       Gtl       Timber       Norm   
134          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
135          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
136          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
137          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
138          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
140          Lvl    AllPub       FR2       Gtl        NAmes       Norm   
141          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
142          Lvl    AllPub    Corner       Gtl        NAmes     Artery   
143          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
144          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe   
145          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
146          Lvl    AllPub    Corner       Gtl      BrkSide       Norm   
147          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm   
148          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
149          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
150          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
151          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
152          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm   
153          Lvl    AllPub    Inside       Gtl      ClearCr       Norm   
154          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
155          Lvl    AllPub    Corner       Gtl      Edwards     Artery   
156          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
157          Lvl    AllPub    Corner       Gtl       Timber       Norm   
158          Lvl    AllPub    Corner       Gtl      Somerst       Norm   
159          HLS    AllPub    Corner       Gtl      Gilbert       Norm   
160          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm   
161          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
162          Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
163          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
164          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
165          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
166          Lvl    AllPub    Inside       Gtl      ClearCr       Norm   
167          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
168          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
169          Lvl    AllPub    Corner       Gtl       Timber       Norm   
170          Lvl    AllPub    Inside       Gtl      OldTown      Feedr   
171          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
172          Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
173          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
174          Lvl    AllPub    Inside       Gtl       Timber       Norm   
175          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
176          Lvl    AllPub    Corner       Gtl      ClearCr       Norm   
177          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
178          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm   
179          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
180          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
181          Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
182          Lvl    AllPub    Inside       Gtl      Edwards     Artery   
183          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
184          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn   
185          Lvl    AllPub    Inside       Gtl      OldTown     Artery   
186          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
187          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
188          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr   
189          Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
190          Bnk    AllPub    Inside       Mod      Crawfor       Norm   
191          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
192          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
193          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
194          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
195          Lvl    AllPub       FR2       Gtl      NPkVill       Norm   
196          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
197          Lvl    AllPub    Corner       Gtl        NAmes     Artery   
198          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
199          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
200          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
201          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
202          Lvl    AllPub    Corner       Gtl      OldTown     Artery   
203          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
204          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
205          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
206          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe   
207          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
208          Low    AllPub    Inside       Mod      SawyerW       Norm   
209          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
210          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
211          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
212          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
213          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm   
214          Lvl    AllPub       FR2       Gtl      CollgCr       Norm   
215          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
216          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
217          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
218          Lvl    AllPub    Corner       Gtl      Crawfor       Norm   
219          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
220          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
221          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
222          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn   
223          Lvl    AllPub       FR2       Gtl        NAmes       Norm   
224          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
225          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
226          Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
227          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
228          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr   
229          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
230          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
231          Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
232          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
233          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
234          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
235          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
236          Lvl    AllPub       FR2       Gtl      CollgCr       Norm   
237          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe   
238          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
239          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
240          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
241          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
242          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
243          Lvl    AllPub    Corner       Gtl      SawyerW       Norm   
244          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
245          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
246          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
247          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
248          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
249          Low    AllPub   CulDSac       Sev      ClearCr       Norm   
250          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
251          HLS    AllPub    Inside       Mod      Crawfor       Norm   
252          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
253          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
254          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
255          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
256          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
257          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
259          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
260          Lvl    AllPub    Corner       Gtl        NAmes     Artery   
261          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
262          Lvl    AllPub    Corner       Gtl       Sawyer       Norm   
263          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
264          Bnk    AllPub    Inside       Gtl      OldTown     Artery   
265          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
266          HLS    AllPub       FR2       Gtl      Gilbert       Norm   
267          Bnk    AllPub    Inside       Mod        SWISU       Norm   
268          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
269          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
270          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
271          Low    AllPub   CulDSac       Sev      ClearCr       Norm   
272          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm   
273          Lvl    AllPub    Inside       Gtl        NAmes      Feedr   
274          Lvl    AllPub    Corner       Gtl      Mitchel       Norm   
275          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
276          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
277          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
278          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
279          Lvl    AllPub    Inside       Gtl      ClearCr       Norm   
280          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
281          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
282          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
283          Lvl    AllPub    Inside       Gtl      Somerst      Feedr   
284          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
285          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
286          Bnk    AllPub    Inside       Gtl        NAmes       Norm   
287          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
288          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
289          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn   
290          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
291          Bnk    AllPub    Inside       Gtl        SWISU       Norm   
292          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
293          Lvl    AllPub    Corner       Gtl       NWAmes       PosA   
294          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
295          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
296          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
297          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
298          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
299          Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
300          Lvl    AllPub    Corner       Gtl      Crawfor       Norm   
301          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
302          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
304          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
305          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
306          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr   
307          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery   
308          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
309          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
310          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
311          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
312          Lvl    AllPub    Inside       Gtl      OldTown     Artery   
313          Low    AllPub    Inside       Sev       Timber       Norm   
314          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
315          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
316          Lvl    AllPub    Corner       Gtl       NWAmes       Norm   
317          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
318          Low    AllPub    Inside       Mod      NoRidge       Norm   
319          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
320          Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
321          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
322          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
323          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
324          Lvl    AllPub    Corner       Gtl        NAmes       PosN   
325          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe   
326          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm   
327          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
328          Bnk    AllPub    Inside       Gtl      BrkSide       PosN   
329          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm   
330          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
331          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
332          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
333          Lvl    AllPub       FR3       Gtl      NridgHt       Norm   
334          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
335          HLS    AllPub    Corner       Sev       Timber       Norm   
336          HLS    AllPub    Corner       Gtl      StoneBr       Norm   
337          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
338          Lvl    AllPub    Corner       Gtl       NWAmes       Norm   
339          Lvl    AllPub    Inside       Gtl        NAmes      Feedr   
340          Lvl    AllPub    Inside       Gtl       Timber       Norm   
341          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr   
342          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
343          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
344          Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
345          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn   
346          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
347          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
348          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
351          Low    AllPub    Inside       Mod      ClearCr       Norm   
352          Lvl    AllPub    Inside       Gtl      Edwards     Artery   
353          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
354          Bnk    AllPub    Inside       Gtl        SWISU       Norm   
355          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
356          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
357          Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
358          Lvl    AllPub    Inside       Gtl      ClearCr       Norm   
359          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm   
360          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
361          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
362          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
363          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
364          Lvl    AllPub       FR2       Gtl       NWAmes       Norm   
365          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
366          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
367          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
368          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
369          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
370          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
371          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr   
372          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
373          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
374          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
375          Low    AllPub    Inside       Sev      Edwards       Norm   
376          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm   
377          Lvl    AllPub    Corner       Gtl      Somerst       Norm   
378          Lvl    AllPub    Corner       Gtl      StoneBr       Norm   
379          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn   
380          Lvl    AllPub    Inside       Gtl        SWISU       Norm   
381          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
382          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
383          Lvl    AllPub    Corner       Gtl      SawyerW       Norm   
384          Low    AllPub    Corner       Mod      ClearCr      Feedr   
385          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
386          Lvl    AllPub       FR2       Gtl      Edwards      Feedr   
387          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
388          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm   
389          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
390          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
391          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
392          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
393          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr   
394          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
395          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
396          Low    AllPub    Inside       Gtl      CollgCr       Norm   
397          Lvl    AllPub    Inside       Gtl        NAmes       PosN   
398          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm   
399          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
400          Lvl    AllPub    Inside       Gtl      Veenker       Norm   
401          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
402          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
403          Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
404          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
405          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr   
406          Lvl    AllPub    Inside       Gtl        SWISU       Norm   
407          Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
408          Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
409          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
410          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
411          Bnk    AllPub    Inside       Gtl      Gilbert       Norm   
412          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
413          Lvl    AllPub    Inside       Gtl      OldTown     Artery   
414          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm   
415          Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
416          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
417          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr   
418          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
419          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
420          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
421          Lvl    AllPub       FR2       Gtl       NWAmes       Norm   
422          HLS    AllPub    Inside       Mod      Mitchel     Artery   
423          Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
424          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
425          HLS    AllPub    Inside       Gtl      OldTown       Norm   
426          Low    AllPub    Inside       Mod      SawyerW       Norm   
427          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
428          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
429          Lvl    AllPub    Corner       Gtl       Timber       Norm   
430          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
431          Bnk    AllPub    Inside       Gtl      OldTown      Feedr   
432          Lvl    AllPub    Inside       Gtl       BrDale       Norm   
433          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
434          Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
435          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN   
436          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
437          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
438          Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
439          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
440          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
441          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
442          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
443          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
444          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
445          Lvl    AllPub    Corner       Gtl      Edwards       Norm   
446          Lvl    AllPub    Corner       Gtl        NAmes       PosA   
447          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
448          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm   
449          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
450          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
451          Low    AllPub    Inside       Mod      ClearCr       Norm   
452          Lvl    AllPub    Corner       Gtl       Timber       Norm   
453          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
454          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
455          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
456          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
457          Low    AllPub   CulDSac       Mod      ClearCr       Norm   
458          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
459          Bnk    AllPub    Corner       Gtl      BrkSide       Norm   
460          Lvl    AllPub    Inside       Gtl      Somerst       RRAn   
461          Lvl    AllPub    Inside       Gtl        SWISU      Feedr   
462          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
463          HLS    AllPub    Inside       Mod      Crawfor       Norm   
464          HLS    AllPub    Inside       Mod      CollgCr       Norm   
465          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
466          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
467          Lvl    AllPub    Inside       Gtl        NAmes     Artery   
468          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
469          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe   
470          Lvl    AllPub    Corner       Gtl      StoneBr       Norm   
471          Lvl    AllPub    Inside       Gtl       NWAmes       PosA   
472          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
473          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
474          Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
475          Lvl    AllPub    Corner       Gtl       Sawyer       Norm   
476          Lvl    AllPub    Inside       Mod      CollgCr       Norm   
477          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
478          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
479          Bnk    AllPub    Inside       Gtl      OldTown       Norm   
480          Lvl    AllPub       FR2       Gtl      NridgHt       Norm   
481          HLS    AllPub    Inside       Gtl      NridgHt       Norm   
482          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
483          Lvl    AllPub       FR2       Gtl      Mitchel       Norm   
484          Lvl    AllPub    Corner       Gtl       Sawyer       Norm   
485          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
486          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
487          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
488          Lvl    AllPub    Corner       Gtl      OldTown       Norm   
489          Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
491          Lvl    AllPub    Inside       Gtl        NAmes     Artery   
492          Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
493          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
494          Lvl    AllPub    Inside       Gtl      OldTown     Artery   
495          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
496          Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
497          Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
498          Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
...          ...       ...       ...       ...          ...        ...   
961          Lvl    AllPub    Corner       Gtl       NWAmes       PosN   
962          Lvl    AllPub    Corner       Gtl      NPkVill       Norm   
963          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
964          Lvl    AllPub    Corner       Gtl       Timber       Norm   
965          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn   
966          HLS    AllPub    Inside       Gtl      Crawfor       Norm   
967          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
968          Lvl    AllPub    Inside       Gtl      OldTown       Norm   
969          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
970          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
971          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
972          Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
973          Lvl    AllPub    Corner       Gtl      Somerst       Norm   
974          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn   
975          Lvl    AllPub       FR2       Gtl      Somerst       Norm   
976          Bnk    AllPub    Inside       Gtl      BrkSide       Norm   
977          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
978          Bnk    AllPub    Inside       Mod      Edwards       Norm   
979          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr   
980          Lvl    AllPub    Corner       Gtl        NAmes       Norm   
981          Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
982          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
983          Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
984          Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
985          Lvl    AllPub    Inside       Gtl      Edwards       Norm   
986          Lvl    AllPub    Corner       Gtl      OldTown      Feedr   
987          Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
988          Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
989          Lvl    AllPub    Inside       Gtl      Somerst       Norm   
990          Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
991          Lvl    AllPub    Corner       Gtl      OldTown     Artery   
992          Lvl    AllPub    Inside       Mod        NAmes       Norm   
993          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
994          Lvl    AllPub       FR2       Gtl      NridgHt       Norm   
995          Lvl    AllPub    Inside       Mod      BrkSide      Feedr   
996          Lvl    AllPub    Inside       Gtl        NAmes       Norm   
997          Lvl    AllPub    Inside       Gtl       NWAmes       PosA   
998          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
999          Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1000         Lvl    AllPub    Corner       Gtl      Edwards       Norm   
1001         Lvl    AllPub    Corner       Gtl      OldTown       Norm   
1002         Lvl    AllPub    Inside       Gtl      Somerst       RRAn   
1003         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr   
1004         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1005         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1006         Lvl    AllPub    Inside       Gtl        NAmes       PosN   
1007         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1008         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
1009         Lvl    AllPub    Inside       Gtl        SWISU       Norm   
1010         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1011         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1012         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1013         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1014         Lvl    AllPub    Inside       Gtl        NAmes     Artery   
1015         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1016         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1017         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm   
1018         Lvl    AllPub       FR2       Gtl      Gilbert       Norm   
1019         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1020         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1021         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1022         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1023         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1024         Lvl    AllPub    Corner       Gtl       Timber       Norm   
1025         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1026         Lvl    AllPub    Inside       Gtl        NAmes      Feedr   
1027         HLS    AllPub    Inside       Gtl       Timber       Norm   
1028         Lvl    AllPub    Inside       Gtl        NAmes     Artery   
1029         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1030         Lvl    AllPub    Inside       Gtl        SWISU       Norm   
1031         Lvl    AllPub    Corner       Gtl        SWISU       Norm   
1032         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1033         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1034         Bnk    AllPub    Inside       Gtl      Crawfor       Norm   
1035         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm   
1036         HLS    AllPub    Inside       Gtl       Timber       Norm   
1037         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1038         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1039         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1040         Lvl    AllPub    Corner       Gtl       Sawyer       Norm   
1041         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr   
1042         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1043         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1044         Lvl    AllPub    Inside       Gtl       NWAmes       PosN   
1045         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm   
1046         Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
1047         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1048         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1049         Low    AllPub    Inside       Gtl      Edwards       Norm   
1050         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1051         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1052         Lvl    AllPub    Corner       Gtl        NAmes     Artery   
1053         Lvl    AllPub    Inside       Mod      Edwards       Norm   
1054         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1055         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1056         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1057         Lvl    AllPub       FR2       Gtl      NoRidge       Norm   
1058         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1059         HLS    AllPub    Corner       Mod      Crawfor       Norm   
1060         Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
1061         Low    AllPub    Inside       Gtl       IDOTRR       Norm   
1062         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1063         Lvl    AllPub    Inside       Gtl      OldTown     Artery   
1064         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
1065         Lvl    AllPub    Inside       Mod      ClearCr       Norm   
1066         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1067         Lvl    AllPub    Inside       Mod        NAmes       Norm   
1068         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1069         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1070         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1071         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn   
1072         Lvl    AllPub    Inside       Gtl      Edwards     Artery   
1073         Bnk    AllPub    Corner       Gtl      Edwards       Norm   
1074         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1075         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1076         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1077         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1078         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1079         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1080         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1081         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr   
1082         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1083         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1084         Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
1085         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1086         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1087         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1088         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1089         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1090         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1091         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1092         Bnk    AllPub    Inside       Gtl        SWISU       Norm   
1093         Lvl    AllPub    Corner       Gtl        NAmes      Feedr   
1094         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1095         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1096         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
1097         Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
1098         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1099         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn   
1100         Bnk    AllPub    Inside       Gtl        SWISU       Norm   
1101         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1103         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1104         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1105         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1106         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr   
1107         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm   
1108         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1109         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1110         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1111         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1112         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1113         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1114         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1115         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1116         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1117         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr   
1118         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1119         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1120         Bnk    AllPub    Inside       Mod       IDOTRR       Norm   
1121         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1122         Lvl    AllPub    Corner       Gtl      Edwards       Norm   
1123         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1124         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1125         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1126         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1127         Lvl    AllPub    Corner       Gtl      Gilbert       Norm   
1128         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1129         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1130         Lvl    AllPub    Inside       Gtl        SWISU       Norm   
1131         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1132         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1133         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1134         HLS    AllPub    Inside       Gtl      Gilbert       Norm   
1135         Lvl    AllPub    Corner       Gtl      BrkSide       Norm   
1136         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1137         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr   
1138         Lvl    AllPub    Inside       Mod      Mitchel       Norm   
1139         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1140         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1141         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN   
1142         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1143         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1144         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1145         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1146         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1147         Bnk    AllPub    Inside       Gtl      Crawfor       Norm   
1148         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1149         Lvl    AllPub    Inside       Gtl      OldTown     Artery   
1150         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1151         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1152         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1153         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm   
1154         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1155         Lvl    AllPub    Corner       Gtl      Veenker       Norm   
1156         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1157         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1158         Lvl    AllPub       FR2       Gtl      Somerst      Feedr   
1159         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1160         Lvl    AllPub    Inside       Gtl      NPkVill       Norm   
1161         Low    AllPub   CulDSac       Gtl      Crawfor       PosN   
1162         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1163         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr   
1164         Lvl    AllPub       FR2       Gtl      Veenker      Feedr   
1165         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1166         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1167         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn   
1168         Lvl    AllPub    Corner       Gtl      Edwards       Norm   
1169         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm   
1170         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1171         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1172         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1173         Bnk    AllPub    Inside       Gtl      ClearCr       Norm   
1174         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1175         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1176         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
1177         Bnk    AllPub    Inside       Gtl      OldTown     Artery   
1178         Lvl    AllPub       FR2       Gtl      Crawfor       Norm   
1179         Lvl    AllPub    Corner       Gtl      Edwards       Norm   
1180         Lvl    AllPub    Corner       Gtl       Timber       Norm   
1181         HLS    AllPub    Inside       Mod      Crawfor       Norm   
1182         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1183         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1184         Lvl    AllPub    Inside       Mod       Timber       Norm   
1185         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1186         Bnk    AllPub    Corner       Mod      OldTown     Artery   
1187         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1188         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1189         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1190         Low    AllPub    Inside       Mod      Mitchel       Norm   
1191         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1192         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1193         Lvl    AllPub       FR2       Gtl      Mitchel       Norm   
1194         Lvl    AllPub    Corner       Gtl       Sawyer       Norm   
1195         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1196         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1197         Bnk    AllPub    Corner       Gtl      OldTown       Norm   
1198         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1199         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1200         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1201         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1202         Lvl    AllPub    Corner       Gtl      BrkSide       Norm   
1203         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1204         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1205         Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm   
1206         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1207         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1208         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1209         Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn   
1210         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1211         Bnk    AllPub    Inside       Mod      Gilbert       Norm   
1212         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1213         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm   
1214         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1215         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1216         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe   
1217         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1218         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1219         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1220         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1221         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr   
1222         Lvl    AllPub    Inside       Gtl        NAmes     Artery   
1223         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1224         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn   
1225         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1226         Lvl    AllPub   CulDSac       Gtl      Somerst      Feedr   
1227         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1228         Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
1229         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1230         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr   
1231         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1232         Lvl    AllPub       FR2       Gtl        NAmes       Norm   
1233         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1234         Bnk    AllPub    Inside       Gtl        SWISU       Norm   
1235         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1236         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1237         Lvl    AllPub       FR2       Gtl      CollgCr       Norm   
1238         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe   
1239         HLS    AllPub    Inside       Gtl       Timber       Norm   
1240         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1241         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1242         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1243         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1244         HLS    AllPub    Corner       Mod      Crawfor       Norm   
1245         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1246         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1247         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1248         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1249         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1250         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1251         Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
1252         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1253         Lvl    AllPub    Inside       Gtl      Veenker       Norm   
1254         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1255         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1256         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1257         Lvl    AllPub    Corner       Gtl      Edwards      Feedr   
1258         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1259         Lvl    AllPub       FR2       Gtl        NAmes       Norm   
1260         Lvl    AllPub   CulDSac       Gtl      Gilbert       RRAn   
1261         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1262         Lvl    AllPub    Inside       Gtl      ClearCr       Norm   
1263         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1264         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1265         Lvl    AllPub       FR3       Gtl      Somerst       Norm   
1266         Bnk    AllPub    Inside       Gtl      OldTown      Feedr   
1267         HLS    AllPub    Inside       Gtl       Timber       Norm   
1268         Lvl    AllPub    Inside       Mod      Crawfor       Norm   
1269         Lvl    AllPub    Inside       Gtl        NAmes      Feedr   
1270         Low    AllPub    Inside       Sev      ClearCr       Norm   
1271         Lvl    AllPub    Inside       Gtl       NWAmes       PosN   
1272         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm   
1273         Lvl    AllPub    Corner       Gtl      Edwards       Norm   
1274         Lvl    AllPub    Corner       Gtl      Crawfor       Norm   
1275         Lvl    AllPub    Corner       Gtl        NAmes      Feedr   
1276         Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm   
1277         Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm   
1278         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1279         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
1280         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1281         Lvl    AllPub   CulDSac       Gtl       Timber       Norm   
1282         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1283         Low    AllPub    Corner       Gtl      Mitchel       Norm   
1284         Lvl    AllPub    Inside       Gtl        SWISU      Feedr   
1285         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1286         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr   
1287         Low    AllPub    Inside       Mod      ClearCr       Norm   
1288         Lvl    AllPub    Inside       Gtl      StoneBr       Norm   
1289         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1290         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1291         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1292         Lvl    AllPub    Corner       Gtl      OldTown       Norm   
1293         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1294         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1295         Lvl    AllPub    Inside       Gtl        NAmes      Feedr   
1296         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1297         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1298         Bnk    AllPub    Corner       Gtl      Edwards      Feedr   
1299         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1300         Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm   
1301         Bnk    AllPub    Inside       Gtl      Crawfor       Norm   
1302         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1303         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1304         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1305         Lvl    AllPub    Corner       Gtl      NridgHt       Norm   
1306         Lvl    AllPub    Inside       Gtl      NridgHt       Norm   
1307         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1308         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1309         Lvl    AllPub    Inside       Gtl      SawyerW       Norm   
1310         Lvl    AllPub    Inside       Gtl      Crawfor       PosA   
1311         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1312         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1313         Lvl    AllPub    Corner       Gtl      NoRidge       Norm   
1314         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1315         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1316         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1317         Lvl    AllPub    Corner       Gtl      Somerst       Norm   
1318         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm   
1319         Bnk    AllPub    Inside       Gtl      Edwards       Norm   
1320         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1321         Lvl    AllPub    Corner       Gtl      BrkSide      Feedr   
1322         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1323         HLS    AllPub    Inside       Gtl      BrkSide       Norm   
1324         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1325         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
1326         Bnk    AllPub    Inside       Mod      Edwards       Norm   
1327         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1328         Lvl    AllPub    Corner       Gtl      OldTown       Norm   
1329         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1330         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1331         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1332         Lvl    AllPub    Inside       Mod      Edwards       Norm   
1333         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm   
1334         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1335         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1336         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr   
1337         Bnk    AllPub    Corner       Mod      OldTown      Feedr   
1338         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1339         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1340         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1341         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe   
1342         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1343         Bnk    AllPub    Inside       Gtl      Crawfor       Norm   
1344         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1345         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1346         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN   
1347         HLS    AllPub    Corner       Gtl       Timber       Norm   
1348         Low    AllPub    Inside       Gtl      SawyerW       Norm   
1349         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1350         Lvl    AllPub    Inside       Gtl        NAmes     Artery   
1351         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1352         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1353         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm   
1354         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1355         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1356         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1357         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm   
1358         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1359         Lvl    AllPub       FR3       Gtl      NridgHt       Norm   
1360         Lvl    AllPub    Inside       Gtl        SWISU      Feedr   
1361         Low    AllPub    Inside       Mod      StoneBr       Norm   
1362         Lvl    AllPub       FR2       Gtl        NAmes      Feedr   
1363         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1364         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1365         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1366         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1367         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1368         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1369         Lvl    AllPub       FR2       Gtl      CollgCr       Norm   
1370         Lvl    AllPub    Corner       Gtl      OldTown     Artery   
1371         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1372         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1373         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1374         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1375         HLS    AllPub    Inside       Gtl       Timber       Norm   
1376         Bnk    AllPub    Inside       Gtl        SWISU       Norm   
1377         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1378         Lvl    AllPub    Inside       Gtl       BrDale       Norm   
1379         Lvl    AllPub    Inside       Gtl       Timber       Norm   
1380         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1381         Lvl    AllPub    Corner       Gtl        NAmes       Norm   
1382         Lvl    AllPub    Corner       Gtl      OldTown       Norm   
1383         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1384         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1385         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm   
1386         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn   
1387         Lvl    AllPub    Inside       Gtl      OldTown     Artery   
1388         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm   
1389         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1390         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1391         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1392         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1393         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1394         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1395         Lvl    AllPub    Inside       Gtl       Timber       Norm   
1396         Bnk    AllPub    Inside       Sev       Timber       Norm   
1397         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1398         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1399         Lvl    AllPub    Inside       Gtl        SWISU       Norm   
1400         Lvl    AllPub    Corner       Gtl      BrkSide       Norm   
1401         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1402         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1403         Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn   
1404         Lvl    AllPub    Corner       Gtl      OldTown     Artery   
1405         HLS    AllPub    Inside       Mod      Crawfor       Norm   
1406         Lvl    AllPub    Corner       Gtl      CollgCr       Norm   
1407         Lvl    AllPub    Corner       Gtl      Mitchel       Norm   
1408         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1409         Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm   
1410         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1411         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1412         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1413         Lvl    AllPub    Corner       Gtl      SawyerW       Norm   
1414         Bnk    AllPub    Inside       Gtl      BrkSide       Norm   
1415         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm   
1416         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1417         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1418         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1419         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1420         Lvl    AllPub    Corner       Gtl       NWAmes       Norm   
1421         Lvl    AllPub    Inside       Gtl      NPkVill       Norm   
1422         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1423         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm   
1424         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1425         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1426         Lvl    AllPub    Inside       Gtl      NoRidge       Norm   
1427         Bnk    AllPub    Inside       Gtl        NAmes     Artery   
1428         Lvl    AllPub    Corner       Gtl      OldTown       Norm   
1429         Lvl    AllPub    Corner       Gtl       NWAmes       Norm   
1430         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn   
1431         Lvl    AllPub    Inside       Gtl      NPkVill       Norm   
1432         Lvl    AllPub    Inside       Gtl      OldTown       Norm   
1433         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1434         Low    AllPub    Inside       Mod      Mitchel       Norm   
1435         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1436         Lvl    AllPub       FR2       Gtl        NAmes       Norm   
1437         Lvl    AllPub       FR2       Gtl      NridgHt       Norm   
1438         Lvl    AllPub    Inside       Gtl      OldTown     Artery   
1439         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1440         Bnk    AllPub    Inside       Mod      Crawfor       Norm   
1441         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1442         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1443         Lvl    AllPub    Inside       Gtl      BrkSide       Norm   
1444         Lvl    AllPub       FR2       Gtl      CollgCr       Norm   
1445         Lvl    AllPub    Inside       Gtl       Sawyer       Norm   
1446         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm   
1447         Lvl    AllPub    Inside       Gtl      CollgCr       Norm   
1448         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1449         Lvl    AllPub    Inside       Gtl      MeadowV       Norm   
1450         Lvl    AllPub       FR2       Gtl        NAmes       Norm   
1451         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1452         Lvl    AllPub    Inside       Gtl      Edwards       Norm   
1453         Lvl    AllPub    Inside       Gtl      Mitchel       Norm   
1454         Lvl    AllPub    Inside       Gtl      Somerst       Norm   
1455         Lvl    AllPub    Inside       Gtl      Gilbert       Norm   
1456         Lvl    AllPub    Inside       Gtl       NWAmes       Norm   
1457         Lvl    AllPub    Inside       Gtl      Crawfor       Norm   
1458         Lvl    AllPub    Inside       Gtl        NAmes       Norm   
1459         Lvl    AllPub    Inside       Gtl      Edwards       Norm   

     Condition2 BldgType HouseStyle  OverallQual  OverallCond  YearBuilt  \
0          Norm     1Fam     2Story            7            5       2003   
1          Norm     1Fam     1Story            6            8       1976   
2          Norm     1Fam     2Story            7            5       2001   
3          Norm     1Fam     2Story            7            5       1915   
4          Norm     1Fam     2Story            8            5       2000   
5          Norm     1Fam     1.5Fin            5            5       1993   
6          Norm     1Fam     1Story            8            5       2004   
7          Norm     1Fam     2Story            7            6       1973   
8          Norm     1Fam     1.5Fin            7            5       1931   
9        Artery   2fmCon     1.5Unf            5            6       1939   
10         Norm     1Fam     1Story            5            5       1965   
11         Norm     1Fam     2Story            9            5       2005   
12         Norm     1Fam     1Story            5            6       1962   
13         Norm     1Fam     1Story            7            5       2006   
14         Norm     1Fam     1Story            6            5       1960   
15         Norm     1Fam     1.5Unf            7            8       1929   
16         Norm     1Fam     1Story            6            7       1970   
17         Norm   Duplex     1Story            4            5       1967   
18         Norm     1Fam     1Story            5            5       2004   
19         Norm     1Fam     1Story            5            6       1958   
20         Norm     1Fam     2Story            8            5       2005   
21         Norm     1Fam     1.5Unf            7            7       1930   
22         Norm     1Fam     1Story            8            5       2002   
23         Norm   TwnhsE     1Story            5            7       1976   
24         Norm     1Fam     1Story            5            8       1968   
25         Norm     1Fam     1Story            8            5       2007   
26         Norm     1Fam     1Story            5            7       1951   
27         Norm     1Fam     1Story            8            5       2007   
28         Norm     1Fam     1Story            5            6       1957   
29         RRNn     1Fam     1Story            4            6       1927   
30         Norm     1Fam     2Story            4            4       1920   
31         Norm     1Fam     1Story            5            6       1966   
32         Norm     1Fam     1Story            8            5       2007   
33         Norm     1Fam     1Story            5            5       1959   
34         Norm   TwnhsE     1Story            9            5       2005   
35         Norm     1Fam     2Story            8            5       2004   
36         Norm     1Fam     1Story            5            5       1994   
37         Norm     1Fam     1Story            5            6       1954   
38         Norm     1Fam     1Story            5            7       1953   
39         Norm   Duplex     1Story            4            5       1955   
40         Norm     1Fam     1Story            6            5       1965   
41         Norm     1Fam     1Story            5            6       1959   
42         Norm     1Fam     SFoyer            5            7       1983   
43         Norm     1Fam     1Story            5            6       1975   
44         Norm     1Fam     1Story            5            6       1959   
45         Norm   TwnhsE     1Story            9            5       2005   
46         Norm     1Fam     1.5Fin            7            5       2003   
47         Norm     1Fam     1Story            8            5       2006   
48         Norm   2fmCon     2Story            4            5       1920   
49         Norm     1Fam     1Story            5            7       1966   
50         Norm     1Fam     2Story            6            6       1997   
51         Norm     1Fam     1.5Fin            6            6       1934   
52         Norm   Duplex     1Story            5            5       1963   
53         Norm     1Fam     1Story            9            5       1981   
54         Norm     1Fam       SLvl            5            5       1955   
55         Norm     1Fam     1Story            6            5       1964   
56         Norm    Twnhs     2Story            8            5       1999   
57         Norm     1Fam     2Story            7            5       2004   
58         Norm     1Fam     2Story           10            5       2006   
59         Norm     1Fam     1Story            5            7       1972   
60         Norm     1Fam     1Story            6            5       2004   
61         Norm     1Fam     2.5Unf            5            7       1920   
62         Norm   TwnhsE     1Story            8            5       2006   
63        Feedr     1Fam     2Story            7            6       1921   
64         Norm     1Fam     2Story            7            5       1997   
65         Norm     1Fam     2Story            8            5       2004   
66         Norm     1Fam     1Story            7            5       1970   
67         Norm     1Fam     1Story            7            5       2003   
68         Norm     1Fam     1Story            4            6       1945   
69         Norm     1Fam     1.5Fin            7            4       1953   
70         Norm     1Fam     1Story            7            6       1973   
71         Norm     1Fam     1Story            4            6       1982   
72         Norm     1Fam     2Story            7            5       1998   
73         Norm     1Fam     1Story            5            7       1954   
74         Norm     1Fam     2Story            3            6       1915   
75         Norm    Twnhs       SLvl            4            5       1973   
76         Norm     1Fam     1Story            4            7       1956   
77         Norm     1Fam     1.5Fin            5            5       1948   
78         Norm   Duplex     1Story            4            5       1968   
79         Norm     1Fam     2Story            5            6       1910   
80         Norm     1Fam     2Story            6            6       1968   
81         Norm   TwnhsE     1Story            6            5       1998   
82         Norm     1Fam     1Story            8            5       2007   
83         Norm     1Fam     1Story            5            5       1960   
84         Norm     1Fam       SLvl            7            5       1995   
85         Norm     1Fam     2Story            8            5       1991   
86         Norm     1Fam     2Story            6            5       2005   
87         Norm   TwnhsE     2Story            6            5       2009   
88        Feedr     1Fam     1.5Fin            3            2       1915   
89         Norm     1Fam     1Story            4            5       1994   
90         Norm     1Fam     1Story            4            5       1950   
91         Norm     1Fam     1Story            5            3       1961   
92         Norm     1Fam     1Story            5            7       1921   
93         Norm   2fmCon     2.5Unf            6            6       1910   
94         Norm     1Fam     2Story            6            5       1997   
95         Norm     1Fam     2Story            6            8       1993   
96         Norm     1Fam     1Story            7            5       1999   
97         Norm     1Fam     1Story            4            5       1965   
98         Norm     1Fam     1Story            5            5       1920   
99         Norm     1Fam     1Story            4            5       1959   
100        Norm     1Fam     1Story            6            7       1977   
101        Norm     1Fam     2Story            6            5       1985   
102        Norm   Duplex     1Story            5            5       1979   
103        Norm     1Fam     1Story            7            5       2009   
104        Norm     1Fam     1.5Fin            7            4       1931   
105        Norm     1Fam     2Story            8            5       2003   
106        Norm     1Fam     1Story            4            7       1885   
107        Norm     1Fam     1Story            5            5       1948   
108        Norm     1Fam     1.5Fin            5            7       1919   
109        Norm     1Fam     1Story            6            6       1977   
110        Norm     1Fam     1.5Fin            6            4       1954   
111        Norm     1Fam       SLvl            7            5       2000   
112        Norm     1Fam     2Story            7            5       2007   
113        Norm     1Fam     1Story            6            5       1953   
114        Norm     1Fam     2Story            6            8       1945   
115        Norm   TwnhsE     2Story            6            5       1999   
116        Norm     1Fam     1Story            5            5       1962   
117        Norm     1Fam     1Story            5            5       2006   
118        Norm     1Fam     2Story            7            5       1990   
119        Norm     1Fam     2Story            6            5       2005   
120        Norm     1Fam       SLvl            6            5       1969   
121        Norm     1Fam     1.5Fin            4            5       1939   
122        Norm     1Fam     1Story            6            7       1958   
123        Norm   TwnhsE     1Story            6            5       1993   
124        Norm     1Fam     1Story            6            5       1979   
125        Norm   2fmCon     1.5Fin            6            8       1935   
126        Norm   TwnhsE     1Story            6            5       1976   
127        Norm     1Fam     1.5Unf            5            7       1930   
128        Norm     1Fam     2Story            6            5       1966   
129        Norm     1Fam     1Story            5            7       1958   
130        Norm     1Fam     2Story            7            6       1966   
131        Norm     1Fam     2Story            6            5       2000   
132        Norm     1Fam     1Story            5            6       1959   
133        Norm     1Fam     1Story            8            5       2001   
134        Norm     1Fam     1Story            5            6       1968   
135        Norm     1Fam     1Story            7            6       1970   
136        Norm     1Fam     1Story            5            5       1967   
137        Norm   Duplex     1Story            7            5       1988   
138        Norm     1Fam     2Story            8            5       1999   
139        Norm     1Fam     2Story            6            5       1997   
140        Norm     1Fam     1Story            4            5       1971   
141        Norm     1Fam     1Story            7            5       2005   
142        Norm     1Fam     1.5Fin            5            4       1952   
143        Norm     1Fam     1Story            7            5       1999   
144        Norm   Duplex     1Story            5            5       1963   
145        Norm    Twnhs     2Story            6            5       2004   
146        Norm     1Fam     1Story            5            7       1931   
147        Norm     1Fam     2Story            7            5       2001   
148        Norm     1Fam     1Story            7            5       2004   
149        Norm     1Fam     1.5Fin            5            4       1936   
150        Norm     1Fam     1Story            5            6       1975   
151        Norm     1Fam     1Story            8            5       2007   
152        Norm     1Fam     2Story            6            5       1971   
153        Norm     1Fam     1Story            6            7       1960   
154        Norm     1Fam     1Story            6            5       1923   
155        Norm     1Fam     1.5Fin            6            5       1924   
156        Norm     1Fam     1Story            5            7       1950   
157        Norm     1Fam     2Story            8            5       2009   
158        Norm     1Fam     2Story            7            5       2004   
159        Norm     1Fam     2Story            7            5       2005   
160        Norm     1Fam     1Story            6            6       1984   
161        Norm     1Fam     2Story            9            5       2003   
162        Norm     1Fam     1Story            7            5       2005   
163        Norm     1Fam     1.5Unf            4            6       1956   
164        Norm     1Fam     1Story            6            7       1926   
165        Norm   2fmCon     1.5Fin            5            7       1940   
166        Norm     1Fam     1Story            5            5       1955   
167        Norm     1Fam     2Story            8            5       2007   
168        Norm     1Fam     2Story            7            5       2004   
169        Norm     1Fam     1Story            8            6       1981   
170        Norm     1Fam     1.5Fin            5            6       1941   
171        Norm     1Fam     1Story            6            5       1960   
172        Norm   TwnhsE     2Story            7            7       1987   
173        Norm     1Fam     1Story            6            5       1961   
174        Norm     1Fam     1Story            6            5       1986   
175        Norm     1Fam     1Story            6            7       1950   
176        Norm     1Fam     2Story            6            5       1988   
177        Norm     1Fam     1.5Fin            5            5       1958   
178        Norm     1Fam     1Story            9            5       2008   
179        Norm     1Fam     1Story            5            6       1923   
180        Norm    Twnhs     2Story            6            5       2000   
181        Norm     1Fam     2Story            7            6       1920   
182        Norm     1Fam     1Story            5            6       1957   
183        Norm     1Fam     1.5Fin            7            5       2003   
184       Feedr     1Fam     1.5Fin            5            8       1908   
185        Norm     1Fam     2.5Fin           10            9       1892   
186        Norm     1Fam       SLvl            7            5       1990   
187        Norm     1Fam     1.5Fin            5            7       1916   
188        Norm   Duplex     SFoyer            5            5       1979   
189        Norm   TwnhsE     1Story            8            5       2001   
190        Norm     1Fam     2Story            8            8       1932   
191        Norm     1Fam     2Story            7            9       1972   
192        Norm     1Fam     1Story            7            5       1999   
193        Norm    Twnhs     2Story            7            5       2004   
194        Norm     1Fam     1Story            5            7       1972   
195        Norm    Twnhs     2Story            6            6       1976   
196        Norm     1Fam     1Story            7            5       2007   
197        Norm     1Fam     2Story            8            4       1918   
198        Norm     1Fam     2.5Fin            6            6       1912   
199        Norm     1Fam     1Story            8            5       2004   
200        Norm     1Fam     1Story            4            5       2003   
201        Norm     1Fam     1Story            6            6       1977   
202        Norm     1Fam     1.5Fin            6            6       1924   
203        Norm   TwnhsE     1Story            6            5       2004   
204        Norm     1Fam     1.5Fin            5            7       1947   
205        Norm     1Fam     1Story            7            5       1990   
206        Norm     1Fam     1Story            5            5       1962   
207        Norm     1Fam     1Story            4            5       1960   
208        Norm     1Fam     2Story            7            5       1988   
209        Norm     1Fam     1Story            6            7       1964   
210        Norm     1Fam     1Story            5            6       1925   
211        Norm     1Fam     1Story            6            5       2009   
212        Norm     1Fam     2Story            7            5       2009   
213        Norm     1Fam     1Story            5            5       1995   
214        Norm     1Fam     2Story            6            7       1977   
215        Norm     1Fam     1Story            5            6       1957   
216        Norm     1Fam     1Story            7            5       2004   
217        Norm     1Fam     2Story            4            4       1925   
218        Norm     1Fam     1.5Fin            7            9       1939   
219        Norm   TwnhsE     1Story            7            5       2005   
220        Norm     1Fam     1Story            7            5       2006   
221        Norm     1Fam     2Story            6            5       2002   
222        Norm     1Fam     2Story            6            6       1975   
223        Norm     1Fam     1Story            4            6       1971   
224        Norm     1Fam     1Story           10            5       2003   
225        Norm    Twnhs     2Story            5            5       1971   
226        Norm     1Fam     2Story            7            5       1995   
227        Norm    Twnhs     2Story            6            6       1970   
228        Norm     1Fam     1Story            5            5       1967   
229        Norm   TwnhsE     1Story            7            5       2005   
230        Norm     1Fam     1Story            6            6       1959   
231        Norm     1Fam     2Story            8            5       1995   
232        Norm    Twnhs     2Story            6            5       1972   
233        Norm     1Fam     1Story            5            6       1976   
234        Norm     1Fam     2Story            6            5       2002   
235        Norm   TwnhsE     2Story            6            3       1971   
236        Norm     1Fam     1Story            7            5       2004   
237        Norm     1Fam     2Story            7            7       1993   
238        Norm     1Fam     1Story            8            5       2007   
239        Norm     1Fam     1.5Fin            6            4       1945   
240        Norm     1Fam     1Story            8            5       2008   
241        Norm     1Fam     1Story            5            9       1945   
242        Norm     1Fam     1.5Fin            5            4       1900   
243        Norm   TwnhsE     2Story            6            6       1980   
244        Norm     1Fam     2Story            7            5       1994   
245        Norm     1Fam     1Story            7            5       1988   
246        Norm   2fmCon     2Story            6            8       1910   
247        Norm     1Fam     1Story            6            5       1954   
248        Norm     1Fam     2Story            7            5       2003   
249        Norm     1Fam     1.5Fin            6            7       1958   
250        Norm     1Fam     1Story            3            2       1940   
251        Norm   TwnhsE     1Story            8            5       2006   
252        Norm     1Fam     2Story            6            5       2004   
253        Norm     1Fam       SLvl            6            7       1964   
254        Norm     1Fam     1Story            5            6       1957   
255        Norm     1Fam     2Story            7            5       1999   
256        Norm     1Fam     2Story            6            5       2003   
257        Norm     1Fam     1Story            7            5       2006   
258        Norm     1Fam     2Story            7            5       2001   
259        Norm     1Fam     1Story            5            5       1956   
260        Norm     1Fam       SLvl            6            5       1962   
261        Norm     1Fam     2Story            8            5       2007   
262        Norm     1Fam       SLvl            6            7       1977   
263        Norm     1Fam     1.5Fin            5            7       1929   
264        Norm     1Fam     1Story            5            5       1925   
265        Norm     1Fam     1Story            6            6       1981   
266        Norm     1Fam     2Story            6            5       1997   
267        Norm     1Fam     2.5Fin            5            8       1939   
268        Norm     1Fam     1Story            5            6       1940   
269        Norm     1Fam     1Story            6            7       1976   
270        Norm     1Fam     2Story            8            5       2006   
271        Norm     1Fam     1Story            7            7       1954   
272        Norm     1Fam     2Story            8            7       1999   
273        Norm     1Fam     1Story            6            6       1958   
274        Norm     1Fam     1Story            5            7       1982   
275        Norm     1Fam     1.5Fin            7            7       1925   
276        Norm     1Fam     1Story            7            5       2003   
277        Norm     1Fam     1Story            4            5       1951   
278        Norm     1Fam     1Story            9            5       2006   
279        Norm     1Fam     2Story            7            5       1977   
280        Norm     1Fam     2Story            7            6       1989   
281        Norm     1Fam     1Story            6            5       2006   
282        Norm    Twnhs     1Story            7            5       2007   
283        Norm     1Fam     1Story            8            5       2008   
284        Norm   TwnhsE     1Story            6            5       1992   
285        Norm   TwnhsE     2Story            7            5       2006   
286        Norm     1Fam     1.5Fin            6            7       1962   
287        Norm     1Fam     1Story            4            4       1971   
288        Norm     1Fam     1Story            5            5       1967   
289        Norm     1Fam     2Story            6            7       1915   
290        Norm     1Fam     2Story            8            5       2006   
291        Norm   2fmCon     2Story            5            6       1912   
292        Norm     1Fam     1.5Fin            5            4       1949   
293        Norm     1Fam     2Story            7            7       1977   
294        Norm     1Fam     1Story            6            5       1953   
295        Norm     1Fam       SLvl            6            6       1984   
296        Norm     1Fam     1.5Fin            5            5       1950   
297        Norm     1Fam     2Story            7            5       1997   
298        Norm     1Fam     2Story            6            6       1968   
299        Norm     1Fam     1Story            6            8       1950   
300        Norm   2fmCon     1Story            5            5       1953   
301        Norm     1Fam     2Story            8            5       1998   
302        Norm     1Fam     1Story            7            5       2001   
303        Norm     1Fam     1Story            5            7       1972   
304        Norm     1Fam     2.5Fin            7            9       1880   
305        Norm     1Fam     1Story            8            5       2004   
306        Norm     1Fam     2Story            7            5       1990   
307        Norm     1Fam     1.5Fin            6            7       1920   
308        Norm     1Fam     1Story            4            5       1940   
309        Norm     1Fam     1Story            9            5       2003   
310        Norm     1Fam     2Story            6            5       1993   
311        Norm     1Fam     1Story            6            6       1948   
312        Norm   2fmCon     1.5Fin            5            7       1939   
313        Norm     1Fam     1Story            7            5       1965   
314        Norm     1Fam     2Story            7            7       1925   
315        Norm     1Fam     2Story            7            5       2004   
316        Norm     1Fam     2Story            7            7       1980   
317        Norm     1Fam     2Story            8            5       2006   
318        Norm     1Fam     2Story            7            5       1993   
319        Norm     1Fam       SLvl            7            5       1980   
320        Norm     1Fam     2Story            9            5       2006   
321        Norm     1Fam     2Story            8            5       2004   
322        Norm     1Fam     2Story            7            5       1986   
323        Norm     1Fam     1Story            3            8       1955   
324        Norm     1Fam       SLvl            7            7       1967   
325        Norm     1Fam     1.5Unf            5            6       1941   
326        Norm   TwnhsE     1Story            8            5       1993   
327        Norm     1Fam     1Story            6            5       1960   
328        Norm     1Fam     2.5Unf            6            6       1916   
329        Norm     1Fam     2Story            5            5       1920   
330        Norm   Duplex     1Story            5            4       1964   
331        Norm     1Fam     1Story            5            6       1958   
332        Norm     1Fam     1Story            8            5       2003   
333        Norm   TwnhsE     1Story            7            5       2004   
334        Norm     1Fam     2Story            6            5       1998   
335        Norm   2fmCon     1.5Fin            5            6       1965   
336        Norm     1Fam     1Story            9            5       2005   
337        Norm     1Fam     1Story            7            5       2002   
338        Norm     1Fam     1Story            7            7       1984   
339        Norm     1Fam     1Story            6            7       1958   
340        Norm     1Fam     2Story            8            5       2002   
341        Norm     1Fam     1Story            4            4       1950   
342        Norm   Duplex     1Story            3            4       1949   
343        Norm   TwnhsE     1Story            9            5       2005   
344        Norm   TwnhsE     2Story            5            3       1976   
345        Norm     1Fam     1.5Fin            6            5       1939   
346        Norm     1Fam     1Story            6            8       1960   
347        Norm     1Fam     1Story            6            5       1960   
348        Norm    Twnhs     2Story            7            5       2003   
349        Norm     1Fam     2Story            9            5       2005   
350        Norm   TwnhsE     1Story            9            5       2007   
351        Norm     1Fam     1Story            7            5       1986   
352        Norm     1Fam     1.5Fin            5            6       1941   
353        Norm     1Fam     1Story            6            8       1928   
354        Norm     1Fam     1.5Fin            6            5       1940   
355        Norm     1Fam     1Story            6            5       1995   
356        Norm     1Fam     1Story            6            6       1992   
357        Norm   TwnhsE     1Story            5            5       1976   
358        Norm     1Fam       SLvl            5            4       1958   
359        Norm     1Fam     2Story            8            5       1998   
360        Norm     1Fam     SFoyer            6            6       1978   
361        Norm     1Fam     1.5Fin            5            5       1940   
362        Norm     1Fam     SFoyer            7            5       2003   
363        Norm    Twnhs     2Story            6            8       1972   
364        Norm     1Fam     2Story            6            5       1976   
365        Norm     1Fam     2Story            5            7       1920   
366        Norm     1Fam     1Story            6            5       1963   
367        Norm     1Fam       SLvl            6            5       1962   
368        Norm     1Fam     1Story            5            6       1954   
369        Norm     1Fam     1Story            5            7       1959   
370        Norm     1Fam     2Story            6            5       2000   
371        Norm     1Fam     1.5Fin            4            4       1959   
372        Norm   TwnhsE     1Story            6            5       1984   
373        Norm     1Fam     1Story            5            6       1953   
374        Norm     1Fam     2Story            7            5       2003   
375        Norm     1Fam     1Story            1            1       1922   
376        Norm     1Fam     SFoyer            5            5       1996   
377        Norm     1Fam     2Story            8            5       2004   
378        Norm     1Fam     1Story            9            2       2010   
379        Norm     1Fam     2Story            6            5       2000   
380        Norm     1Fam     1.5Fin            5            6       1924   
381        Norm     1Fam     1Story            7            5       2006   
382        Norm     1Fam     2Story            7            5       2006   
383        Norm     1Fam     1.5Unf            6            3       1928   
384        Norm     1Fam     2Story            6            5       1992   
385        Norm   TwnhsE     1Story            8            5       2004   
386        Norm     1Fam     1.5Fin            5            3       1910   
387        Norm     1Fam       SLvl            6            6       1976   
388        Norm     1Fam     1Story            7            5       1999   
389        Norm     1Fam     2Story           10            5       2007   
390        Norm     1Fam     1.5Fin            5            8       1900   
391        Norm     1Fam     2Story            6            5       2001   
392        Norm     1Fam     1Story            5            7       1959   
393        Norm     1Fam     1Story            4            5       1941   
394        Norm     1Fam     1.5Fin            5            6       1940   
395        Norm     1Fam     1Story            5            6       1956   
396        Norm     1Fam     1Story            5            5       1972   
397        Norm     1Fam     2Story            5            5       1962   
398        Norm     1Fam     1Story            5            2       1920   
399        Norm     1Fam     2Story            7            5       2006   
400        Norm   TwnhsE     1Story            8            5       1996   
401        Norm     1Fam     1Story            7            5       2005   
402        Norm     1Fam     1Story            5            8       1940   
403        Norm     1Fam     2Story            8            5       1998   
404        Norm     1Fam     2Story            6            5       1995   
405        Norm     1Fam     1Story            4            4       1976   
406        Norm     1Fam     1.5Fin            6            5       1936   
407        Norm     1Fam     2Story            6            7       1915   
408        Norm     1Fam     2Story            7            5       2006   
409        Norm     1Fam     2Story            8            5       2007   
410        Norm     1Fam     1Story            5            3       1958   
411        Norm   2fmCon     1Story            5            5       1955   
412        Norm     1Fam     1Story            7            5       2009   
413        Norm     1Fam     1Story            5            6       1927   
414        Norm     1Fam     2Story            7            5       1993   
415        Norm     1Fam     1Story            7            5       2007   
416        Norm     1Fam     2Story            6            7       1978   
417        Norm     1Fam     2Story            6            6       1918   
418        Norm     1Fam     1.5Fin            5            6       1940   
419        Norm     1Fam     1Story            5            6       1968   
420        Norm   Duplex     SFoyer            7            5       1997   
421        Norm     1Fam     1Story            6            7       1977   
422        Norm     1Fam     1Story            5            5       1954   
423        Norm     1Fam     2Story            8            5       1998   
424        Norm     1Fam     1Story            6            5       1956   
425        Norm     1Fam     2Story            7            8       1946   
426        Norm     1Fam       SLvl            7            5       1989   
427        Norm     1Fam     1Story            4            6       1957   
428        Norm     1Fam     1Story            7            5       2007   
429        Norm     1Fam     1Story            6            5       1988   
430        Norm    Twnhs     2Story            6            5       1971   
431        Norm     1Fam     1.5Fin            6            7       1920   
432        Norm   TwnhsE     2Story            5            5       1971   
433        Norm     1Fam     2Story            6            5       1997   
434        Norm    Twnhs     SFoyer            4            7       1972   
435        Norm     1Fam     2Story            7            6       1996   
436        Norm     1Fam     1.5Fin            6            8       1920   
437        Norm     1Fam     1.5Unf            6            7       1926   
438        Norm     1Fam     1Story            5            6       1913   
439        Norm     1Fam     1.5Fin            6            8       1920   
440        Norm     1Fam     1Story           10            5       2008   
441        Norm   Duplex     1Story            4            4       1955   
442        Norm     1Fam     1.5Fin            5            7       1930   
443        Norm   TwnhsE     1Story            7            5       2006   
444        Norm     1Fam     2Story            7            5       1994   
445        Norm     1Fam     1Story            6            5       1956   
446        Norm     1Fam     1Story            6            6       1966   
447        Norm     1Fam     2Story            7            5       1998   
448        Norm     1Fam     1.5Fin            6            6       1937   
449        Norm     1Fam     1.5Fin            3            7       1948   
450        Norm     1Fam     1Story            6            8       1930   
451        Norm     1Fam     1Story            7            5       1975   
452        Norm     1Fam     2Story            6            5       1996   
453        Norm     1Fam     2Story            8            5       2008   
454        Norm   Duplex     1Story            5            5       1976   
455        Norm     1Fam     1Story            7            6       1973   
456        Norm     1Fam     2Story            5            5       1916   
457        Norm     1Fam     1Story            4            6       1954   
458        Norm     1Fam     2Story            8            7       1925   
459        Norm     1Fam     1.5Fin            5            4       1950   
460        Norm     1Fam     2Story            8            5       2009   
461        Norm     1Fam     2Story            7            9       1936   
462        Norm     1Fam     1Story            5            5       1965   
463        Norm     1Fam     2Story            6            7       1934   
464        Norm     1Fam     1Story            5            5       1978   
465        Norm   TwnhsE     1Story            7            5       2004   
466        Norm     1Fam     1Story            7            5       1970   
467        Norm     1Fam     2Story            5            7       1942   
468        Norm     1Fam     1Story            8            5       2006   
469        Norm     1Fam     2Story            6            5       1993   
470        Norm   TwnhsE     1Story            8            5       1985   
471        Norm     1Fam     2Story            7            6       1977   
472        Norm   TwnhsE       SLvl            6            5       2005   
473        Norm     1Fam     1Story            8            5       2006   
474        Norm   TwnhsE     1Story            8            5       2000   
475        Norm     1Fam     1Story            5            6       1963   
476        Norm     1Fam     1Story            6            5       1997   
477        Norm     1Fam     2Story            9            5       2006   
478        Norm     1Fam     1Story            8            5       2007   
479        Norm     1Fam     1Story            4            7       1937   
480        Norm     1Fam     1Story            9            5       2004   
481        Norm     1Fam     1Story            9            5       2003   
482        Norm     1Fam     2Story            7            8       1915   
483        Norm    Twnhs     1Story            6            5       1998   
484        Norm     1Fam     1Story            5            7       1962   
485        Norm     1Fam     1Story            5            7       1950   
486        Norm     1Fam     1Story            5            7       1965   
487        Norm     1Fam     1Story            5            6       1971   
488        Norm   2fmCon     1.5Fin            5            4       1900   
489        Norm    Twnhs     SFoyer            4            8       1970   
490        Norm   TwnhsE     2Story            5            6       1976   
491        Norm     1Fam     1.5Fin            6            7       1941   
492        Norm     1Fam     2Story            6            5       2006   
493        Norm     1Fam     1Story            5            6       1960   
494        Norm     1Fam     1Story            5            8       1938   
495        Norm     1Fam     1Story            4            5       1920   
496        Norm     1Fam     1Story            8            5       1992   
497        Norm     1Fam     1.5Fin            7            6       1925   
498        Norm     1Fam     1Story            5            7       1967   
...         ...      ...        ...          ...          ...        ...   
961        Norm     1Fam     2Story            6            7       1977   
962        Norm   TwnhsE     2Story            6            6       1976   
963        Norm     1Fam     1Story            9            5       2007   
964        Norm     1Fam     2Story            7            5       2002   
965        Norm     1Fam     2Story            6            5       2005   
966        Norm     1Fam     1.5Fin            5            7       1940   
967        Norm     1Fam     1Story            5            7       1955   
968        Norm     1Fam     1.5Fin            3            6       1910   
969        Norm   2fmCon       SLvl            6            5       1958   
970        Norm     1Fam     1.5Fin            4            4       1949   
971        Norm    Twnhs     2Story            7            5       2003   
972        Norm   TwnhsE     1Story            6            5       1979   
973        Norm     1Fam     1Story            7            5       2007   
974       Feedr     1Fam     2Story            7            8       1910   
975        Norm    Twnhs     2Story            7            5       2000   
976        Norm     1Fam     1Story            4            7       1923   
977        Norm   TwnhsE     1Story            7            5       2006   
978        Norm     1Fam     1Story            4            5       1954   
979        Norm     1Fam     1Story            5            6       1963   
980        Norm     1Fam     SFoyer            7            9       1961   
981        Norm     1Fam     2Story            8            5       1998   
982        Norm     1Fam     1Story            7            5       2007   
983        Norm     1Fam     2Story            8            5       2002   
984        Norm   Duplex     1.5Fin            5            5       1977   
985        Norm   2fmCon     1Story            5            5       1950   
986        Norm     1Fam     1.5Fin            6            8       1910   
987        Norm     1Fam     1Story            9            5       2009   
988        Norm     1Fam     2Story            6            6       1976   
989        Norm     1Fam     2Story            7            5       2006   
990        Norm     1Fam     2Story            8            5       1997   
991        Norm     1Fam     2Story            8            9       1882   
992        Norm     1Fam     2Story            6            8       1964   
993        Norm     1Fam     2Story            6            5       2005   
994        Norm     1Fam     1Story           10            5       2006   
995        Norm     1Fam     1.5Fin            4            7       1946   
996        Norm     1Fam     1Story            5            6       1961   
997        Norm     1Fam     1Story            6            6       1970   
998        Norm     1Fam     1Story            3            4       1922   
999        Norm     1Fam     1Story            7            5       2006   
1000       Norm     1Fam     1Story            3            3       1952   
1001       Norm     1Fam     1Story            5            6       1920   
1002       Norm     1Fam     1Story            8            5       2006   
1003       RRAn   Duplex     1Story            5            6       1976   
1004       Norm   TwnhsE     1Story            7            5       2005   
1005       Norm     1Fam       SLvl            5            8       1977   
1006       Norm     1Fam     1Story            6            3       1970   
1007       Norm   TwnhsE     2Story            4            4       1970   
1008       Norm     1Fam     1Story            7            5       2004   
1009       Norm     1Fam     1.5Fin            5            5       1926   
1010       Norm     1Fam     1.5Fin            5            5       1948   
1011       Norm   Duplex     1Story            5            5       1965   
1012       Norm     1Fam     2Story            6            7       1923   
1013       Norm     1Fam     1Story            5            4       1910   
1014       Norm     1Fam     1Story            6            5       1948   
1015       Norm     1Fam     2Story            8            6       2001   
1016       Norm     1Fam     1Story            7            5       1996   
1017       Norm   TwnhsE     1Story            8            5       1984   
1018       Norm     1Fam       SLvl            7            5       1991   
1019       Norm   TwnhsE     1Story            7            5       2005   
1020       Norm     1Fam     1Story            4            5       2005   
1021       Norm     1Fam     1Story            7            5       2006   
1022       Norm     1Fam     1.5Fin            5            5       1930   
1023       Norm   TwnhsE     1Story            7            5       2005   
1024       Norm     1Fam     1Story            8            6       1976   
1025       Norm     1Fam     1Story            5            5       1972   
1026       Norm     1Fam     1Story            5            5       1960   
1027       Norm     1Fam     1Story            8            5       2007   
1028       Norm     1Fam     1.5Fin            5            5       1941   
1029       Norm    Twnhs     2Story            6            7       1972   
1030       Norm   2fmCon     2Story            5            8       1916   
1031       Norm     1Fam     2.5Fin            7            3       1920   
1032       Norm     1Fam     2Story            8            7       1993   
1033       Norm     1Fam     1Story            7            5       2002   
1034       Norm     1Fam     1Story            5            7       1938   
1035       Norm     1Fam     1Story            4            3       1957   
1036       Norm     1Fam     1Story            9            5       2007   
1037       Norm     1Fam     2Story            8            5       2001   
1038       Norm    Twnhs     2Story            4            6       1970   
1039       Norm   TwnhsE     SFoyer            4            4       1970   
1040       Norm     1Fam     1Story            5            4       1957   
1041       Norm     1Fam     2Story            6            8       1966   
1042       Norm    Twnhs     1Story            6            5       2005   
1043       Norm     1Fam     2Story            7            5       1990   
1044       Norm     1Fam     1Story            8            5       1981   
1045       Norm     1Fam     1Story            3            5       1955   
1046       Norm     1Fam     2Story            9            5       2005   
1047       Norm     1Fam     1Story            5            5       1994   
1048       Norm     1Fam     1Story            5            4       1960   
1049       Norm     1Fam     1Story            4            7       1946   
1050       Norm     1Fam     1Story            7            5       2007   
1051       Norm     1Fam     1Story            7            5       2007   
1052       Norm     1Fam     2Story            6            6       1964   
1053       Norm     1Fam     1Story            5            6       1957   
1054       Norm     1Fam     2Story            8            5       2002   
1055       Norm     1Fam     1Story            6            5       1976   
1056       Norm   TwnhsE     1Story            7            5       2005   
1057       Norm     1Fam     2Story            7            6       1994   
1058       Norm     1Fam     2Story            9            5       2008   
1059       Norm     1Fam     1.5Fin            6            7       1932   
1060       Norm   TwnhsE     1Story            8            5       2001   
1061       Norm     1Fam     1Story            3            4       1935   
1062       Norm   2fmCon     2Story            5            5       1900   
1063       Norm     1Fam     1Story            6            6       1925   
1064       Norm     1Fam     1Story            5            6       1966   
1065       Norm     1Fam     2Story            7            5       1996   
1066       Norm     1Fam     2Story            6            7       1993   
1067       Norm     1Fam     2Story            6            6       1964   
1068       Norm   TwnhsE     2Story            6            4       1973   
1069       Norm     1Fam     1.5Unf            5            7       1949   
1070       Norm     1Fam     1Story            5            5       1956   
1071       Norm     1Fam     2Story            6            6       1968   
1072       Norm     1Fam     1.5Fin            5            3       1948   
1073       Norm     1Fam     2Story            6            6       1977   
1074       Norm     1Fam     1Story            7            5       2006   
1075       Norm     1Fam     2Story            7            6       1940   
1076       Norm     1Fam     1.5Fin            5            8       1936   
1077       Norm     1Fam     1Story            5            5       1969   
1078       Norm   TwnhsE     1Story            6            5       2004   
1079       Norm     1Fam     1Story            5            5       1994   
1080       Norm     1Fam     1Story            6            7       1971   
1081       Norm     1Fam     1Story            5            5       1963   
1082       Norm     1Fam     1Story            7            5       2002   
1083       Norm     1Fam     1Story            6            6       1964   
1084       Norm     1Fam     2Story            6            5       1995   
1085       Norm     1Fam     SFoyer            6            6       1992   
1086       Norm   TwnhsE     2Story            4            5       1973   
1087       Norm     1Fam     2Story            8            5       2005   
1088       Norm    Twnhs     2Story            7            5       2004   
1089       Norm   TwnhsE     1Story            8            5       2005   
1090       Norm   Duplex     1Story            3            4       1950   
1091       Norm    Twnhs     2Story            7            5       1999   
1092       Norm     1Fam     1.5Fin            6            5       1925   
1093       Norm     1Fam     1Story            5            8       1965   
1094       Norm     1Fam     1Story            5            7       1956   
1095       Norm     1Fam     1Story            6            5       2006   
1096       Norm     1Fam     2Story            6            7       1914   
1097       Norm   TwnhsE     1Story            8            5       1986   
1098       Norm     1Fam     1.5Fin            4            6       1936   
1099       Norm     1Fam     1Story            7            5       1978   
1100       Norm     1Fam     1Story            2            5       1920   
1101       Norm     1Fam     1Story            5            5       1971   
1102       Norm     1Fam     1Story            5            7       1960   
1103       Norm     1Fam     1Story            6            6       1959   
1104       Norm   TwnhsE     2Story            5            5       1970   
1105       Norm     1Fam     2Story            8            5       1994   
1106       Norm     1Fam     1Story            7            5       1990   
1107       Norm     1Fam     2Story            7            5       2006   
1108       Norm     1Fam     2Story            6            5       2000   
1109       Norm     1Fam     1Story            8            5       2004   
1110       Norm     1Fam     2Story            6            5       1995   
1111       Norm     1Fam     2Story            7            6       1976   
1112       Norm     1Fam     1Story            5            7       1957   
1113       Norm     1Fam     1Story            5            7       1953   
1114       Norm     1Fam     1Story            5            7       1954   
1115       Norm     1Fam     1Story            8            5       2007   
1116       Norm     1Fam       SLvl            8            5       2002   
1117       Norm     1Fam     1Story            5            7       1967   
1118       Norm     1Fam       SLvl            5            6       1958   
1119       Norm     1Fam     1Story            5            5       1959   
1120       Norm     1Fam     1Story            6            5       1920   
1121       Norm     1Fam     1Story            7            5       2005   
1122       Norm     1Fam     1Story            4            3       1956   
1123       Norm     1Fam     1Story            5            9       1947   
1124       Norm     1Fam       SLvl            7            5       1992   
1125       Norm     1Fam     1Story            4            5       1955   
1126       Norm   TwnhsE     1Story            7            5       2007   
1127       Norm     1Fam     1Story            7            5       2004   
1128       Norm     1Fam     2Story            7            5       2004   
1129       Norm   Duplex     SFoyer            5            5       1980   
1130       Norm     1Fam     1.5Fin            4            3       1928   
1131       Norm     1Fam     1Story            5            5       1991   
1132       Norm     1Fam     2Story            6            4       1880   
1133       Norm     1Fam     2Story            8            5       1995   
1134       Norm     1Fam     2Story            6            5       1997   
1135       Norm     1Fam     1Story            6            5       1926   
1136       Norm     1Fam     1.5Fin            6            5       1950   
1137       Norm     1Fam     1.5Fin            5            8       1875   
1138       Norm     1Fam     1Story            6            5       1977   
1139       Norm     1Fam     1Story            5            5       1920   
1140       Norm     1Fam     1Story            5            7       1951   
1141       Norm     1Fam     2Story            5            7       1976   
1142       Norm     1Fam     2Story            8            5       2006   
1143       Norm     1Fam     1Story            5            3       1959   
1144       Norm   2fmCon     1.5Fin            4            4       1941   
1145       Norm     1Fam     1.5Fin            5            6       1928   
1146       Norm     1Fam     1Story            6            5       1985   
1147       Norm     1Fam     2Story            7            7       1941   
1148       Norm     1Fam     1.5Fin            7            7       1926   
1149       Norm     1Fam     2Story            7            9       1920   
1150       Norm     1Fam     1Story            6            5       1950   
1151       Norm     1Fam     1Story            5            4       1959   
1152       Norm     1Fam     1Story            6            7       1956   
1153       Norm     1Fam     1Story            6            8       1930   
1154       Norm     1Fam     2Story            7            6       1965   
1155       Norm     1Fam     1Story            5            8       1976   
1156       Norm     1Fam       SLvl            5            8       1965   
1157       Norm    Twnhs     1Story            7            5       2007   
1158       Norm     1Fam     1Story            8            5       2007   
1159       Norm     1Fam     2Story            6            6       1974   
1160       Norm    Twnhs     2Story            6            5       1978   
1161       Norm     1Fam     1Story            6            7       1954   
1162       Norm     1Fam     1Story            5            5       1968   
1163       Norm   Duplex     SFoyer            4            4       1969   
1164       Norm     1Fam       SLvl            5            7       1978   
1165       Norm     1Fam     1Story            7            5       2009   
1166       Norm     1Fam     1Story            8            5       2008   
1167       Norm     1Fam     2Story            6            5       2000   
1168       Norm     1Fam     2Story            6            7       1935   
1169       Norm     1Fam     2Story           10            5       1995   
1170       Norm     1Fam       SLvl            6            6       1977   
1171       Norm     1Fam     1Story            6            6       1958   
1172       Norm   TwnhsE     2Story            7            5       2006   
1173       Norm     1Fam     1.5Fin            5            6       1946   
1174       Norm     1Fam     2Story            6            8       1932   
1175       Norm     1Fam     1.5Fin            8            5       1992   
1176       Norm     1Fam     1Story            5            5       1984   
1177       Norm     1Fam     1.5Fin            6            8       1926   
1178       Norm     1Fam     1.5Fin            5            6       1921   
1179       Norm     1Fam     1Story            5            5       1954   
1180       Norm     1Fam     2Story            7            5       1990   
1181       Norm   TwnhsE     1Story            8            5       2008   
1182       Norm     1Fam     2Story           10            5       1996   
1183       Norm     1Fam     1Story            5            6       1920   
1184       Norm     1Fam     1Story            5            4       1963   
1185       Norm     1Fam     1.5Fin            5            7       1924   
1186     Artery   2fmCon     2Story            3            5       1900   
1187       Norm     1Fam     1Story            8            5       1994   
1188       Norm     1Fam     2Story            7            5       2002   
1189       Norm     1Fam     2Story            7            5       1999   
1190       Norm   2fmCon     1Story            4            4       1961   
1191       Norm    Twnhs     2Story            8            5       1999   
1192       Norm     1Fam     1.5Fin            5            8       1925   
1193       Norm   TwnhsE     1Story            6            5       1999   
1194       Norm     1Fam     2Story            6            7       1969   
1195       Norm     1Fam     2Story            6            5       2005   
1196       Norm     1Fam     2Story            7            5       2006   
1197       Norm     1Fam     2.5Unf            7            6       1916   
1198       Norm     1Fam     1Story            7            5       2001   
1199       Norm     1Fam     1Story            4            5       1963   
1200       Norm     1Fam     1Story            4            5       1970   
1201       Norm     1Fam     2Story            7            5       1998   
1202       Norm     1Fam     1.5Fin            5            8       1925   
1203       Norm     1Fam     1Story            7            5       2000   
1204       Norm     1Fam     1Story            5            6       1975   
1205       Norm     1Fam     1Story            7            7       1990   
1206       Norm     1Fam     1Story            4            4       1966   
1207       Norm     1Fam     1Story            6            5       2003   
1208       Norm     1Fam     1Story            5            7       1962   
1209       Norm     1Fam     1Story            8            5       2006   
1210       Norm     1Fam     2Story            6            5       1992   
1211       Norm     1Fam     1.5Fin            8            7       1988   
1212       Norm     1Fam     1Story            4            6       1941   
1213       Norm     1Fam       SLvl            4            9       1965   
1214       Norm     1Fam     SFoyer            5            5       1962   
1215       Norm     1Fam     1Story            5            5       1966   
1216       Norm   Duplex     1.5Fin            6            5       1978   
1217       Norm     1Fam     1Story            8            5       2009   
1218       Norm     1Fam     1.5Fin            4            5       1947   
1219       Norm    Twnhs     2Story            6            5       1971   
1220       Norm     1Fam     1Story            5            5       1964   
1221       Norm     1Fam     1Story            5            5       1968   
1222       Norm     1Fam     1.5Fin            6            6       1949   
1223       Norm     1Fam     1Story            5            3       1951   
1224       Norm     1Fam     2Story            7            5       2004   
1225       Norm     1Fam       SLvl            6            8       1958   
1226       Norm     1Fam     2Story            6            5       2007   
1227       Norm     1Fam     1Story            5            8       1965   
1228       Norm   TwnhsE     1Story            9            5       2008   
1229       Norm     1Fam       SLvl            5            5       1960   
1230       RRAe   Duplex     1.5Fin            5            5       1977   
1231       Norm   Duplex       SLvl            5            6       1962   
1232       Norm   Duplex     1Story            4            5       1962   
1233       Norm     1Fam     1Story            5            5       1959   
1234       Norm     1Fam     2Story            5            6       1911   
1235       Norm     1Fam     2Story            5            5       1914   
1236       Norm    Twnhs     2Story            7            5       2003   
1237       Norm     1Fam     2Story            7            5       2004   
1238       Norm     1Fam     1Story            6            5       2005   
1239       Norm     1Fam     1Story            8            5       2006   
1240       Norm     1Fam     2Story            7            5       2003   
1241       Norm     1Fam     1Story            7            6       2007   
1242       Norm     1Fam     SFoyer            7            6       1974   
1243       Norm     1Fam     1Story           10            5       2006   
1244       Norm     1Fam     2Story            8            7       1929   
1245       Norm     1Fam       SLvl            6            7       1984   
1246       Norm     1Fam     2Story            7            5       2005   
1247       Norm     1Fam       SLvl            6            5       1976   
1248       Norm     1Fam     2.5Unf            6            5       1917   
1249       Norm     1Fam     1Story            5            7       1950   
1250       Norm     1Fam     1Story            7            5       1968   
1251       Norm   TwnhsE     1Story            7            5       2003   
1252       Norm     1Fam     1Story            5            6       1968   
1253       Norm     1Fam     2Story            7            7       1974   
1254       Norm     1Fam     2Story            7            5       2003   
1255       Norm     1Fam     1.5Fin            6            6       1931   
1256       Norm     1Fam     1Story            8            5       1994   
1257       Norm     1Fam     1Story            5            8       1922   
1258       Norm     1Fam       SLvl            7            5       2005   
1259       Norm     1Fam     1Story            6            8       1969   
1260       Norm     1Fam     2Story            6            5       1999   
1261       Norm     1Fam     1Story            5            6       1956   
1262       Norm     1Fam     1.5Fin            4            5       1957   
1263       Norm     1Fam     2Story            6            6       1919   
1264       Norm   TwnhsE     1Story            6            5       1998   
1265       Norm   TwnhsE     2Story            7            5       1999   
1266       Norm   2fmCon     2.5Unf            7            4       1910   
1267       Norm     1Fam     1Story            9            5       2008   
1268       Norm     1Fam     1.5Fin            8            9       1935   
1269       Norm     1Fam     1.5Fin            5            5       1958   
1270       Norm     1Fam     1Story            7            6       1979   
1271       Norm     1Fam     1Story            6            7       1968   
1272       Norm     1Fam     1Story            5            6       1965   
1273       Norm     1Fam       SLvl            6            7       1959   
1274       Norm     1Fam     1.5Fin            5            6       1910   
1275       Norm   Duplex     2Story            5            5       1948   
1276       Norm     1Fam     2Story            6            6       1972   
1277       Norm     1Fam       SLvl            6            5       1967   
1278       Norm     1Fam     2Story            8            5       2002   
1279       Norm     1Fam     1.5Fin            4            4       1920   
1280       Norm     1Fam     1Story            7            5       2002   
1281       Norm     1Fam     1Story            7            5       1990   
1282       Norm     1Fam     1Story            5            7       1977   
1283       Norm   Duplex     2Story            6            5       1971   
1284       Norm     1Fam     1.5Fin            6            7       1919   
1285       Norm     1Fam     1.5Fin            6            6       1939   
1286       Norm     1Fam     1Story            6            5       1963   
1287       Norm     1Fam     1Story            5            5       1964   
1288       Norm   TwnhsE     1Story            8            5       2000   
1289       Norm     1Fam     2Story            8            5       2006   
1290       Norm     1Fam       SLvl            5            7       1964   
1291       Norm    Twnhs     2Story            5            7       1972   
1292       Norm     1Fam     2Story            5            4       1892   
1293       Norm     1Fam     2Story            7            5       1976   
1294       Norm     1Fam     1Story            5            7       1955   
1295       Norm     1Fam     1Story            5            5       1968   
1296       Norm     1Fam     1Story            5            6       1963   
1297       Norm   TwnhsE     SFoyer            6            5       2005   
1298       Norm     1Fam     2Story           10            5       2008   
1299       Norm     1Fam     1Story            5            7       1959   
1300       Norm     1Fam     2Story            7            5       1999   
1301       Norm     1Fam     2Story            6            7       1942   
1302       Norm     1Fam     2Story            8            5       1994   
1303       Norm     1Fam     1Story            7            5       2005   
1304       Norm   TwnhsE     2Story            7            5       2004   
1305       Norm     1Fam     1Story            9            5       2006   
1306       Norm   TwnhsE     1Story            7            5       2005   
1307       Norm     1Fam     1Story            5            5       1994   
1308       Norm     1Fam     1Story            5            7       1948   
1309       Norm     1Fam     1Story            6            5       1991   
1310       Norm     1Fam     1Story            7            8       1959   
1311       Norm     1Fam     1Story            7            5       2005   
1312       Norm     1Fam     2Story            8            5       1990   
1313       Norm     1Fam     2Story            9            5       1999   
1314       Norm     1Fam     1Story            4            6       1954   
1315       Norm     1Fam     2Story            6            5       1969   
1316       Norm     1Fam     1Story            8            5       2008   
1317       Norm   TwnhsE     1Story            7            5       2006   
1318       Norm     1Fam     1Story            8            5       2001   
1319       Norm     1Fam     1Story            4            5       1954   
1320       Norm     1Fam     1Story            6            3       1957   
1321       Norm     1Fam     1Story            3            6       1949   
1322       Norm     1Fam     2Story            7            5       1992   
1323       Norm     1Fam     1Story            4            7       1940   
1324       Norm     1Fam     1Story            8            5       2006   
1325       Norm     1Fam     1Story            4            4       1922   
1326       Norm     1Fam     1Story            3            6       1931   
1327       Norm     1Fam     1Story            5            9       1982   
1328       Norm     1Fam     1.5Fin            6            7       1920   
1329       Norm     1Fam     2Story            7            5       1998   
1330       Norm     1Fam     1Story            8            5       2006   
1331       Norm     1Fam       SLvl            5            5       1976   
1332       Norm     1Fam     1Story            4            6       1938   
1333       Norm     1Fam     1.5Fin            5            6       1938   
1334       Norm   TwnhsE     2Story            5            6       1970   
1335       Norm     1Fam     1Story            6            5       1977   
1336       Norm   Duplex     1Story            5            5       1973   
1337       Norm     1Fam     1Story            4            4       1941   
1338       Norm     1Fam     2Story            7            5       2002   
1339       Norm     1Fam     1Story            5            7       1972   
1340       Norm     1Fam     1Story            4            5       1971   
1341       Norm     1Fam     1Story            6            5       2003   
1342       Norm     1Fam     2Story            8            5       2002   
1343       Norm     1Fam     1.5Fin            6            6       1928   
1344       Norm     1Fam     2Story            7            5       2006   
1345       Norm     1Fam     1Story            4            4       1920   
1346       Norm     1Fam     1Story            7            7       1968   
1347       Norm     1Fam     1Story            8            5       2006   
1348       Norm     1Fam     1Story            7            5       1998   
1349       Norm     1Fam     2Story            8            5       1872   
1350       Norm   Duplex     2Story            5            5       1969   
1351       Norm     1Fam     2Story            6            6       1962   
1352       Norm     1Fam     1.5Fin            6            9       1937   
1353       Norm     1Fam     1.5Fin            8            5       1995   
1354       Norm     1Fam     2Story            7            5       2000   
1355       Norm     1Fam       SLvl            7            6       1968   
1356       Norm     1Fam     1Story            5            5       1966   
1357       Norm     1Fam     1Story            5            6       1971   
1358       Norm    Twnhs     2Story            6            5       2000   
1359       Norm     1Fam     1Story            9            5       2004   
1360       Norm     1Fam     2Story            5            6       1921   
1361       Norm     1Fam     1Story            7            5       2005   
1362       Norm     1Fam     1.5Fin            4            4       1920   
1363       Norm     1Fam     2Story            6            5       2006   
1364       Norm   TwnhsE     2Story            7            5       2005   
1365       Norm     1Fam     2Story            7            5       2000   
1366       Norm     1Fam     2Story            7            5       1999   
1367       Norm   TwnhsE     2Story            5            6       1977   
1368       Norm   TwnhsE     1Story            6            5       2003   
1369       Norm     1Fam     1Story            8            5       2003   
1370       Norm     1Fam     1.5Fin            4            6       1920   
1371       Norm     1Fam       SLvl            6            6       1955   
1372       Norm     1Fam     2Story            7            6       1998   
1373       Norm     1Fam     1Story           10            5       2001   
1374       Norm     1Fam     2Story            7            5       2005   
1375       Norm     1Fam     1Story            8            5       2007   
1376       Norm     1Fam     1Story            6            5       1930   
1377       Norm     1Fam     1.5Fin            5            5       1941   
1378       Norm    Twnhs     2Story            6            5       1973   
1379       Norm     1Fam       SLvl            5            5       2006   
1380       Norm     1Fam     1Story            3            3       1914   
1381       Norm     1Fam     1Story            6            7       1970   
1382       Norm     1Fam     2Story            7            7       1920   
1383       Norm     1Fam     1Story            5            7       1918   
1384       Norm     1Fam     1.5Fin            6            5       1939   
1385       Norm     1Fam     1.5Fin            4            8       1922   
1386       Norm     1Fam     2Story            7            5       1978   
1387       Norm     1Fam     1.5Fin            6            7       1916   
1388       Norm     1Fam     1Story            9            5       2006   
1389       Norm     1Fam     1.5Fin            6            6       1941   
1390       Norm     1Fam     1Story            7            5       2000   
1391       Norm   Duplex     1Story            5            5       1967   
1392       Norm     1Fam     SFoyer            5            5       1967   
1393       Norm   2fmCon     1.5Fin            6            7       1905   
1394       Norm   TwnhsE     1Story            7            5       2006   
1395       Norm     1Fam     2Story            8            5       2005   
1396       Norm     1Fam     1Story            5            5       1948   
1397       Norm     1Fam     2Story            5            8       1920   
1398       Norm     1Fam     1.5Fin            5            4       1950   
1399       Norm     1Fam     1.5Fin            6            6       1925   
1400       Norm     1Fam     1.5Fin            6            7       1929   
1401       Norm     1Fam     2Story            6            5       2004   
1402       Norm     1Fam     1Story            7            5       2006   
1403       Norm     1Fam     1Story            8            5       2007   
1404       Norm     1Fam     1.5Fin            3            4       1915   
1405       Norm   TwnhsE     1Story            8            5       2004   
1406       Norm     1Fam     SFoyer            5            7       1972   
1407       Norm     1Fam     1Story            5            5       1985   
1408       Norm     1Fam     2Story            4            7       1910   
1409       Norm     1Fam     2Story            7            6       1986   
1410       Norm     1Fam     2Story            7            5       2001   
1411       Norm     1Fam     1.5Fin            6            8       1950   
1412       Norm   Duplex     1Story            4            5       1949   
1413       Norm     1Fam     1Story            8            5       2005   
1414       Norm     1Fam     1.5Fin            6            7       1923   
1415       Norm   TwnhsE     1Story            7            5       2007   
1416       Norm   2fmCon     2Story            4            6       1885   
1417       Norm     1Fam     2Story            8            5       1998   
1418       Norm     1Fam     1Story            5            5       1963   
1419       Norm     1Fam     1Story            6            5       1969   
1420       Norm     1Fam     2Story            6            6       1968   
1421       Norm   TwnhsE     1Story            6            5       1977   
1422       Norm   TwnhsE     1Story            6            5       2003   
1423       Norm     1Fam       SLvl            6            7       1966   
1424       Norm     1Fam     1Story            5            5       1958   
1425       Norm     1Fam     1Story            6            6       1959   
1426       Norm     1Fam     2Story            7            5       1994   
1427       Norm     1Fam     1.5Fin            5            6       1945   
1428       Norm     1Fam     1Story            5            7       1940   
1429       Norm     1Fam     1Story            6            7       1981   
1430       Norm     1Fam     2Story            5            5       2005   
1431       Norm   TwnhsE     1Story            6            6       1976   
1432       Norm     1Fam     1Story            4            6       1927   
1433       Norm     1Fam     2Story            6            5       2000   
1434       Norm     1Fam     1Story            5            5       1977   
1435       Norm     1Fam     1Story            6            9       1962   
1436       Norm     1Fam     1Story            4            6       1971   
1437       Norm     1Fam     1Story            8            5       2008   
1438       Norm     1Fam     1Story            6            7       1957   
1439       Norm     1Fam       SLvl            7            6       1979   
1440       Norm     1Fam     2.5Fin            6            7       1922   
1441       Norm   TwnhsE     1Story            6            5       2004   
1442       Norm     1Fam     2Story           10            5       2008   
1443       Norm     1Fam     1.5Unf            6            6       1916   
1444       Norm     1Fam     1Story            7            5       2004   
1445       Norm     1Fam     SFoyer            6            5       1966   
1446       Norm     1Fam     1Story            5            7       1962   
1447       Norm     1Fam     2Story            8            5       1995   
1448       Norm     1Fam     2Story            4            7       1910   
1449       Norm    Twnhs     SFoyer            5            7       1970   
1450       Norm   Duplex     2Story            5            5       1974   
1451       Norm     1Fam     1Story            8            5       2008   
1452       Norm   TwnhsE       SLvl            5            5       2005   
1453       Norm     1Fam     1Story            5            5       2006   
1454       Norm     1Fam     1Story            7            5       2004   
1455       Norm     1Fam     2Story            6            5       1999   
1456       Norm     1Fam     1Story            6            6       1978   
1457       Norm     1Fam     2Story            7            9       1941   
1458       Norm     1Fam     1Story            5            6       1950   
1459       Norm     1Fam     1Story            5            6       1965   

      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType  \
0             2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1             1976     Gable  CompShg     MetalSd     MetalSd       None   
2             2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
3             1970     Gable  CompShg     Wd Sdng     Wd Shng       None   
4             2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
5             1995     Gable  CompShg     VinylSd     VinylSd       None   
6             2005     Gable  CompShg     VinylSd     VinylSd      Stone   
7             1973     Gable  CompShg     HdBoard     HdBoard      Stone   
8             1950     Gable  CompShg     BrkFace     Wd Shng       None   
9             1950     Gable  CompShg     MetalSd     MetalSd       None   
10            1965       Hip  CompShg     HdBoard     HdBoard       None   
11            2006       Hip  CompShg     WdShing     Wd Shng      Stone   
12            1962       Hip  CompShg     HdBoard     Plywood       None   
13            2007     Gable  CompShg     VinylSd     VinylSd      Stone   
14            1960       Hip  CompShg     MetalSd     MetalSd    BrkFace   
15            2001     Gable  CompShg     Wd Sdng     Wd Sdng       None   
16            1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
17            1967     Gable  CompShg     MetalSd     MetalSd       None   
18            2004     Gable  CompShg     VinylSd     VinylSd       None   
19            1965       Hip  CompShg     BrkFace     Plywood       None   
20            2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
21            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
22            2002       Hip  CompShg     VinylSd     VinylSd    BrkFace   
23            1976     Gable  CompShg     CemntBd     CmentBd       None   
24            2001     Gable  CompShg     Plywood     Plywood       None   
25            2007     Gable  CompShg     VinylSd     VinylSd      Stone   
26            2000     Gable  CompShg     Wd Sdng     Wd Sdng       None   
27            2008     Gable  CompShg     VinylSd     VinylSd      Stone   
28            1997     Gable  CompShg     MetalSd     MetalSd       None   
29            1950     Gable  CompShg     MetalSd     MetalSd       None   
30            1950   Gambrel  CompShg     BrkFace     BrkFace       None   
31            2006     Gable  CompShg     HdBoard     HdBoard       None   
32            2007     Gable  CompShg     VinylSd     VinylSd       None   
33            1959       Hip  CompShg     BrkFace     BrkFace       None   
34            2005       Hip  CompShg     MetalSd     MetalSd    BrkFace   
35            2005     Gable  CompShg     VinylSd     VinylSd      Stone   
36            1995     Gable  CompShg     VinylSd     VinylSd       None   
37            1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
38            2007     Gable  CompShg     VinylSd     VinylSd       None   
39            1955     Gable  CompShg     AsbShng     Plywood       None   
40            1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
41            1959     Gable  CompShg     VinylSd     VinylSd       None   
42            1983     Gable  CompShg     HdBoard     HdBoard       None   
43            1980       Hip  CompShg     VinylSd     VinylSd       None   
44            1959     Gable  CompShg     BrkFace     Wd Sdng       None   
45            2005       Hip  CompShg     MetalSd     MetalSd    BrkFace   
46            2003     Gable  CompShg     VinylSd     VinylSd       None   
47            2006     Gable  CompShg     VinylSd     VinylSd       None   
48            2008     Gable  CompShg     MetalSd     MetalSd       None   
49            1966     Gable  CompShg     HdBoard     HdBoard       None   
50            1997     Gable  CompShg     VinylSd     VinylSd       None   
51            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
52            1963     Gable  CompShg     Wd Sdng     Wd Sdng       None   
53            1987     Gable  WdShngl     WdShing     Wd Shng       None   
54            1955     Gable  CompShg     MetalSd     MetalSd       None   
55            1964     Gable  CompShg     HdBoard     Plywood    BrkFace   
56            2000     Gable  CompShg     MetalSd     MetalSd    BrkFace   
57            2004     Gable  CompShg     VinylSd     VinylSd       None   
58            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace   
59            1972     Gable  CompShg     HdBoard     HdBoard       None   
60            2004     Gable  CompShg     VinylSd     VinylSd       None   
61            1996     Gable  CompShg     MetalSd     MetalSd       None   
62            2006     Gable  CompShg     VinylSd     VinylSd      Stone   
63            1950     Gable  CompShg      Stucco      Stucco       None   
64            1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
65            2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
66            1989     Gable  CompShg     Plywood     Plywood    BrkFace   
67            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
68            1950     Gable  CompShg     MetalSd     MetalSd       None   
69            1953     Gable  CompShg     BrkFace     AsbShng       None   
70            1973     Gable  CompShg     Plywood     Plywood    BrkFace   
71            2006     Gable  CompShg     HdBoard     Plywood       None   
72            1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
73            2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
74            1950   Gambrel  CompShg     VinylSd     VinylSd       None   
75            1973     Gable  CompShg     CemntBd     CmentBd       None   
76            1956     Gable  CompShg     VinylSd     VinylSd       None   
77            2001     Gable  CompShg     Wd Sdng     Wd Sdng       None   
78            1968       Hip  CompShg     HdBoard     HdBoard       None   
79            1981     Gable  CompShg     Wd Sdng     Wd Sdng       None   
80            1968     Gable  CompShg     VinylSd     VinylSd    BrkFace   
81            1998       Hip  CompShg     VinylSd     VinylSd    BrkFace   
82            2007     Gable  CompShg     VinylSd     VinylSd      Stone   
83            1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn   
84            1996     Gable  CompShg     HdBoard     HdBoard    BrkFace   
85            1992       Hip  CompShg     HdBoard     HdBoard    BrkFace   
86            2005     Gable  CompShg     VinylSd     VinylSd       None   
87            2009     Gable  CompShg     VinylSd     VinylSd      Stone   
88            1982       Hip  CompShg     Plywood     Plywood       None   
89            1995     Gable  CompShg     VinylSd     VinylSd       None   
90            1950     Gable  CompShg     BrkFace     Wd Sdng       None   
91            1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn   
92            2006     Gable  CompShg     Wd Sdng     Wd Sdng       None   
93            1998       Hip  CompShg     MetalSd     MetalSd       None   
94            1997     Gable  CompShg     VinylSd     VinylSd       None   
95            1993     Gable  CompShg     VinylSd     VinylSd    BrkFace   
96            1999     Gable  CompShg     VinylSd     VinylSd    BrkFace   
97            1965       Hip  CompShg     HdBoard     HdBoard    BrkFace   
98            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
99            1959     Gable  CompShg     Plywood     Plywood       None   
100           2001     Gable  CompShg     Plywood     Plywood    BrkFace   
101           1985     Gable  CompShg     HdBoard     HdBoard    BrkFace   
102           1979     Gable  CompShg     HdBoard     HdBoard       None   
103           2009     Gable  CompShg     VinylSd     VinylSd       None   
104           1950     Gable  CompShg      Stucco      Stucco    BrkFace   
105           2004       Hip  CompShg     VinylSd     VinylSd    BrkFace   
106           1995   Mansard  CompShg     VinylSd     VinylSd       None   
107           1950     Gable  CompShg     VinylSd     VinylSd       None   
108           2005     Gable  CompShg     CemntBd     CmentBd       None   
109           1977       Hip  CompShg     Plywood     Plywood    BrkFace   
110           1972     Gable  CompShg     Wd Sdng     Wd Sdng       None   
111           2000     Gable  CompShg     VinylSd     VinylSd       None   
112           2007     Gable  CompShg     VinylSd     VinylSd      Stone   
113           1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
114           2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None   
115           1999     Gable  CompShg     MetalSd     MetalSd    BrkFace   
116           1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
117           2007     Gable  CompShg     VinylSd     VinylSd       None   
118           1990       Hip  CompShg     Plywood     Plywood       None   
119           2006     Gable  CompShg     VinylSd     VinylSd       None   
120           1969      Flat    Metal     Plywood     Plywood       None   
121           1950     Gable  CompShg     AsbShng     AsbShng       None   
122           1958       Hip  CompShg     MetalSd     MetalSd    BrkFace   
123           1993     Gable  CompShg     Plywood     Plywood       None   
124           1998     Gable  CompShg     HdBoard     HdBoard       None   
125           1982     Gable  CompShg     Wd Sdng     Wd Sdng       None   
126           1976     Gable  CompShg     Plywood     Plywood       None   
127           1950     Gable  CompShg     WdShing     Wd Sdng       None   
128           1966     Gable  CompShg     VinylSd     VinylSd    BrkFace   
129           1991     Gable  CompShg     Plywood     Plywood    BrkFace   
130           1966     Gable  CompShg     MetalSd     MetalSd    BrkFace   
131           2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
132           2002     Gable  CompShg     MetalSd     MetalSd       None   
133           2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
134           1993     Gable  CompShg     Plywood     Plywood       None   
135           1970       Hip  CompShg     Plywood     Plywood    BrkFace   
136           1967     Gable  CompShg     MetalSd     MetalSd    BrkFace   
137           1989     Gable  CompShg     VinylSd     VinylSd    BrkFace   
138           2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
139           1997     Gable  CompShg     VinylSd     VinylSd       None   
140           1971     Gable  CompShg     HdBoard     HdBoard       None   
141           2005     Gable  CompShg     VinylSd     VinylSd       None   
142           1952     Gable  CompShg     BrkFace     Wd Sdng       None   
143           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace   
144           1963     Gable  CompShg     HdBoard     HdBoard    BrkFace   
145           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
146           1993     Gable  CompShg     Wd Sdng     Wd Sdng       None   
147           2001     Gable  CompShg     VinylSd     VinylSd    BrkFace   
148           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
149           1950     Gable  CompShg     MetalSd     MetalSd       None   
150           1975     Gable  CompShg     HdBoard     HdBoard       None   
151           2008       Hip  CompShg     VinylSd     VinylSd      Stone   
152           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace   
153           1975      Flat  CompShg     BrkFace     Plywood       None   
154           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
155           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
156           1950       Hip  CompShg     Wd Sdng     Wd Sdng       None   
157           2010     Gable  CompShg     VinylSd     VinylSd    BrkFace   
158           2005     Gable  CompShg     VinylSd     VinylSd       None   
159           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
160           1984     Gable  CompShg     Plywood     Plywood       None   
161           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
162           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
163           1956     Gable  CompShg     MetalSd     MetalSd       None   
164           2004     Gable  CompShg     MetalSd     MetalSd       None   
165           1999     Gable  CompShg     Wd Sdng     Wd Sdng       None   
166           1993       Hip  CompShg     Wd Sdng     Wd Sdng       None   
167           2007     Gable  CompShg     VinylSd     VinylSd      Stone   
168           2004     Gable  CompShg     VinylSd     VinylSd       None   
169           1981       Hip  WdShake     Plywood     Plywood    BrkFace   
170           1950     Gable  CompShg     MetalSd     MetalSd       None   
171           1960       Hip  CompShg     BrkFace     Plywood      Stone   
172           1987     Gable  CompShg     HdBoard     HdBoard       None   
173           1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn   
174           1986     Gable  CompShg     VinylSd     Plywood      Stone   
175           2001     Gable  CompShg     WdShing     Wd Shng       None   
176           1989     Gable  CompShg     Plywood     Plywood    BrkFace   
177           1958     Gable  CompShg     MetalSd     MetalSd       None   
178           2009       Hip  CompShg     VinylSd     VinylSd      Stone   
179           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None   
180           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace   
181           1950     Gable  CompShg      Stucco      Stucco       None   
182           2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
183           2003     Gable  CompShg     VinylSd     VinylSd       None   
184           1991     Gable  CompShg     AsbShng     Plywood       None   
185           1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None   
186           1991     Gable  CompShg     HdBoard     HdBoard       None   
187           1987     Gable  CompShg     HdBoard     HdBoard       None   
188           1979     Gable  CompShg     Plywood     Plywood      Stone   
189           2002     Gable  CompShg     CemntBd     CmentBd       None   
190           1994       Hip  CompShg     BrkFace     BrkFace       None   
191           2004     Gable  CompShg     HdBoard     HdBoard    BrkFace   
192           1999     Gable  CompShg     VinylSd     VinylSd       None   
193           2004     Gable  CompShg     VinylSd     VinylSd      Stone   
194           1972       Hip  CompShg     HdBoard     HdBoard       None   
195           1976     Gable  CompShg     Plywood     Brk Cmn       None   
196           2007       Hip  CompShg     CemntBd     CmentBd      Stone   
197           1990     Gable  CompShg      Stucco      Stucco       None   
198           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
199           2005       Hip  CompShg     VinylSd     VinylSd    BrkFace   
200           2004     Gable  CompShg     VinylSd     VinylSd       None   
201           1977     Gable  CompShg     Plywood     Plywood       None   
202           1950     Gable  CompShg     MetalSd     MetalSd       None   
203           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
204           1950     Gable  CompShg     AsbShng     AsbShng       None   
205           1990     Gable  CompShg     HdBoard     HdBoard       None   
206           1962     Gable  CompShg     HdBoard     HdBoard       None   
207           1960     Gable  CompShg     Wd Sdng     Wd Sdng       None   
208           1989     Gable  CompShg     Plywood     Plywood    BrkFace   
209           1964       Hip  CompShg     HdBoard     HdBoard      Stone   
210           1950     Gable  CompShg      Stucco      Stucco       None   
211           2009     Gable  CompShg     VinylSd     VinylSd       None   
212           2009     Gable  CompShg     VinylSd     VinylSd       None   
213           1995     Gable  CompShg     VinylSd     VinylSd       None   
214           1977     Gable  CompShg     HdBoard     HdBoard    BrkFace   
215           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace   
216           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
217           1950     Gable  CompShg     MetalSd     MetalSd       None   
218           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
219           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
220           2006     Gable  CompShg     VinylSd     VinylSd       None   
221           2002     Gable  CompShg     VinylSd     VinylSd       None   
222           1975     Gable  CompShg     VinylSd     VinylSd       None   
223           1971     Gable  CompShg     HdBoard     HdBoard       None   
224           2003       Hip  CompShg     VinylSd     VinylSd    BrkFace   
225           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace   
226           1995     Gable  CompShg     VinylSd     VinylSd    BrkFace   
227           1970     Gable  CompShg     HdBoard     HdBoard    BrkFace   
228           1967     Gable  CompShg     HdBoard     HdBoard       None   
229           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
230           1959       Hip  CompShg     MetalSd     MetalSd    BrkFace   
231           1996     Gable  CompShg     VinylSd     VinylSd    BrkFace   
232           1972     Gable  CompShg     HdBoard     HdBoard    BrkFace   
233           1976     Gable  CompShg     HdBoard     HdBoard       None   
234           2002     Gable  CompShg     VinylSd     VinylSd        NaN   
235           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace   
236           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
237           2003     Gable  CompShg     HdBoard     HdBoard       None   
238           2007       Hip  CompShg     VinylSd     VinylSd    BrkFace   
239           1950     Gable  CompShg     VinylSd     VinylSd       None   
240           2008     Gable  CompShg     VinylSd     VinylSd      Stone   
241           1997     Gable  CompShg     VinylSd     VinylSd       None   
242           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
243           1980     Gable  CompShg     Plywood     Plywood       None   
244           2002     Gable  CompShg     VinylSd     VinylSd       None   
245           1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
246           1950     Gable  CompShg     AsbShng     AsbShng       None   
247           1954       Hip  CompShg     Wd Sdng     BrkFace       None   
248           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
249           2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn   
250           1966     Gable  CompShg     Wd Sdng     Plywood       None   
251           2007       Hip  CompShg     VinylSd     VinylSd      Stone   
252           2004     Gable  CompShg     VinylSd     VinylSd       None   
253           1991       Hip  CompShg     HdBoard     HdBoard    BrkFace   
254           1957     Gable  CompShg     MetalSd     MetalSd       None   
255           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace   
256           2003     Gable  CompShg     VinylSd     VinylSd       None   
257           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
258           2001     Gable  CompShg     VinylSd     VinylSd    BrkFace   
259           1956     Gable  CompShg     BrkFace     BrkFace       None   
260           1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
261           2007     Gable  CompShg     CemntBd     CmentBd      Stone   
262           1995     Gable  CompShg     HdBoard     Plywood    BrkFace   
263           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None   
264           2004     Gable  CompShg     Wd Sdng     Wd Sdng       None   
265           1981     Gable  CompShg     MetalSd     MetalSd    BrkFace   
266           1997     Gable  CompShg     VinylSd     VinylSd       None   
267           1997     Gable  CompShg     Wd Sdng     Wd Sdng       None   
268           1955     Gable  CompShg     VinylSd     VinylSd       None   
269           1976       Hip  CompShg     HdBoard     HdBoard    BrkFace   
270           2006     Gable  CompShg     VinylSd     VinylSd       None   
271           2005      Flat  Membran     Plywood     Plywood       None   
272           2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
273           1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn   
274           1982     Gable  CompShg     HdBoard     ImStucc       None   
275           2007     Gable  CompShg     Wd Sdng     Wd Sdng       None   
276           2003     Gable  CompShg     VinylSd     VinylSd       None   
277           1951     Gable  CompShg     VinylSd     VinylSd       None   
278           2007     Gable  CompShg     CemntBd     CmentBd    BrkFace   
279           1977       Hip  CompShg     Plywood     Plywood    BrkFace   
280           1989     Gable  CompShg     Plywood     Plywood    BrkFace   
281           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
282           2008     Gable  CompShg     VinylSd     VinylSd      Stone   
283           2009     Gable  CompShg     VinylSd     VinylSd      Stone   
284           1992     Gable  CompShg     Plywood     ImStucc       None   
285           2007     Gable  CompShg     MetalSd     MetalSd       None   
286           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None   
287           1971     Gable  CompShg     HdBoard     HdBoard       None   
288           1967     Gable  CompShg     MetalSd     MetalSd    BrkFace   
289           2003     Gable  CompShg     Wd Sdng     Wd Sdng       None   
290           2006     Gable  CompShg     VinylSd     VinylSd       None   
291           2000     Gable  CompShg     VinylSd     VinylSd       None   
292           2008     Gable  CompShg     Wd Sdng     Wd Sdng       None   
293           1994     Gable  CompShg     Plywood     Plywood    BrkFace   
294           1953       Hip  CompShg     HdBoard     HdBoard      Stone   
295           1984     Gable  CompShg     HdBoard     HdBoard       None   
296           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
297           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace   
298           1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace   
299           2004     Gable  CompShg     HdBoard     HdBoard       None   
300           1953       Hip  CompShg     MetalSd     MetalSd    BrkFace   
301           1999     Gable  CompShg     VinylSd     VinylSd       None   
302           2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
303           1972     Gable  CompShg     VinylSd     VinylSd       None   
304           2002     Gable  CompShg     CemntBd     CmentBd       None   
305           2005     Gable  CompShg     CemntBd     CmentBd      Stone   
306           1991     Gable  CompShg     HdBoard     Plywood    BrkFace   
307           1950     Gable  CompShg     MetalSd     MetalSd       None   
308           1950     Gable  CompShg     VinylSd     VinylSd       None   
309           2004     Gable  CompShg     VinylSd     VinylSd       None   
310           1994     Gable  CompShg     HdBoard     HdBoard    BrkFace   
311           2002     Gable  CompShg     VinylSd     VinylSd       None   
312           1950     Gable  CompShg     MetalSd     MetalSd       None   
313           1965       Hip  CompShg     BrkFace     BrkFace       None   
314           1990     Gable  CompShg     Wd Sdng     Wd Sdng       None   
315           2005     Gable  CompShg     VinylSd     VinylSd       None   
316           1980     Gable  CompShg     CemntBd     CmentBd    BrkFace   
317           2006     Gable  CompShg     VinylSd     VinylSd       None   
318           1993     Gable  CompShg     HdBoard     HdBoard    BrkFace   
319           1980     Gable  CompShg     Plywood     Plywood    BrkFace   
320           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
321           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
322           1987     Gable  CompShg     Plywood     Plywood    BrkFace   
323           2005     Gable  CompShg     VinylSd     VinylSd       None   
324           2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace   
325           1950     Gable  CompShg     MetalSd     MetalSd       None   
326           1993     Gable  CompShg     BrkFace     BrkFace       None   
327           1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
328           1994     Gable  CompShg     Wd Sdng     Wd Shng       None   
329           1950     Gable  CompShg     Wd Sdng     Wd Shng       None   
330           1964     Gable  CompShg     HdBoard     HdBoard    BrkFace   
331           1992     Gable  CompShg     Wd Sdng     Wd Sdng       None   
332           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
333           2004     Gable  CompShg     VinylSd     VinylSd      Stone   
334           1998     Gable  CompShg     VinylSd     VinylSd       None   
335           1965     Gable  CompShg     Plywood     Plywood       None   
336           2006       Hip  CompShg     VinylSd     VinylSd      Stone   
337           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
338           1998     Gable  CompShg     Wd Sdng     Wd Sdng       None   
339           1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
340           2002     Gable  CompShg     VinylSd     VinylSd       None   
341           1950     Gable  CompShg     Wd Sdng     AsbShng       None   
342           1950     Gable  CompShg      Stucco      Stucco    BrkFace   
343           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace   
344           1976     Gable  CompShg     CemntBd     CmentBd       None   
345           1950     Gable  CompShg     MetalSd     MetalSd       None   
346           1998       Hip  CompShg     MetalSd     MetalSd       None   
347           1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
348           2004     Gable  CompShg     VinylSd     Wd Shng      Stone   
349           2006       Hip  CompShg     CemntBd     CmentBd    BrkFace   
350           2007       Hip  CompShg     MetalSd     MetalSd    BrkFace   
351           1986     Gable  CompShg     Wd Sdng     Wd Sdng       None   
352           1950     Gable  CompShg     VinylSd     VinylSd       None   
353           2003     Gable  CompShg     VinylSd     VinylSd       None   
354           2000     Gable  CompShg     Wd Sdng     MetalSd       None   
355           1995     Gable  CompShg     VinylSd     VinylSd       None   
356           1992     Gable  CompShg     HdBoard     HdBoard    BrkFace   
357           1976     Gable  CompShg     CemntBd     CmentBd       None   
358           1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace   
359           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
360           1978     Gable  CompShg     VinylSd     VinylSd       None   
361           1982     Gable  CompShg     MetalSd     MetalSd       None   
362           2003     Gable  CompShg     HdBoard     HdBoard    BrkFace   
363           2007     Gable  CompShg     HdBoard     HdBoard    BrkFace   
364           1976     Gable  CompShg     HdBoard     HdBoard    BrkFace   
365           1997       Hip  CompShg     VinylSd     VinylSd       None   
366           1963     Gable  CompShg     Plywood     Plywood    BrkFace   
367           1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace   
368           1954     Gable  CompShg     HdBoard     HdBoard    BrkFace   
369           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None   
370           2000     Gable  CompShg     VinylSd     VinylSd       None   
371           1959     Gable  CompShg     WdShing     Plywood       None   
372           1984     Gable  CompShg     Plywood     Plywood       None   
373           1953     Gable  CompShg     MetalSd     MetalSd       None   
374           2004     Gable  CompShg     VinylSd     VinylSd       None   
375           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
376           1996     Gable  CompShg     VinylSd     VinylSd       None   
377           2005     Gable  CompShg     CemntBd     CmentBd       None   
378           2010       Hip  CompShg     VinylSd     VinylSd      Stone   
379           2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
380           1950     Gable  CompShg     BrkFace     Wd Sdng       None   
381           2006     Gable  CompShg     VinylSd     VinylSd       None   
382           2006     Gable  CompShg     VinylSd     VinylSd       None   
383           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
384           1992     Gable  CompShg     HdBoard     HdBoard       None   
385           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
386           1996   Gambrel  CompShg     Wd Sdng     VinylSd       None   
387           1976       Hip  CompShg     MetalSd     MetalSd    BrkFace   
388           2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
389           2008     Gable  CompShg     VinylSd     VinylSd      Stone   
390           1950     Gable  CompShg     MetalSd     MetalSd       None   
391           2002     Gable  CompShg     VinylSd     VinylSd       None   
392           1959     Gable  CompShg     MetalSd     MetalSd       None   
393           1950     Gable  CompShg     WdShing     Wd Shng       None   
394           1950     Gable  CompShg     MetalSd     MetalSd       None   
395           1956     Gable  CompShg     Wd Sdng     Wd Sdng       None   
396           1972       Hip  CompShg     MetalSd     MetalSd       None   
397           1962     Gable  CompShg     VinylSd     VinylSd    BrkFace   
398           1950     Gable  CompShg     MetalSd     MetalSd       None   
399           2007     Gable  CompShg     CemntBd     CmentBd      Stone   
400           1996     Gable  CompShg     BrkFace     BrkFace       None   
401           2005     Gable  CompShg     VinylSd     VinylSd       None   
402           1997     Gable  CompShg     Wd Sdng     Wd Sdng       None   
403           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace   
404           1996     Gable  CompShg     MetalSd     MetalSd       None   
405           1993     Gable  CompShg     Plywood     Plywood       None   
406           1950     Gable  CompShg     MetalSd     MetalSd       None   
407           1976     Gable  CompShg     Wd Sdng     Plywood       None   
408           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
409           2008     Gable  CompShg     VinylSd     VinylSd      Stone   
410           1958     Gable  CompShg     BrkComm     Brk Cmn       None   
411           1955       Hip  CompShg     Wd Sdng     Wd Sdng       None   
412           2009     Gable  CompShg     MetalSd     MetalSd      Stone   
413           1950     Gable  CompShg     WdShing     Wd Shng       None   
414           1993     Gable  CompShg     VinylSd     VinylSd       None   
415           2007     Gable  CompShg     VinylSd     VinylSd       None   
416           1978       Hip  CompShg     HdBoard     HdBoard    BrkFace   
417           1950       Hip  CompShg     Wd Sdng      Stucco       None   
418           1950     Gable  CompShg     MetalSd     MetalSd       None   
419           1968     Gable  CompShg     VinylSd     VinylSd       None   
420           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
421           2000     Gable  CompShg     CemntBd     CmentBd      Stone   
422           1954       Hip  CompShg     HdBoard     HdBoard       None   
423           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
424           1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
425           1992     Gable  CompShg     HdBoard     HdBoard       None   
426           1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
427           1957       Hip  CompShg     MetalSd     MetalSd       None   
428           2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
429           1988     Gable  CompShg     HdBoard     HdBoard       None   
430           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace   
431           1998     Gable  CompShg     MetalSd     MetalSd       None   
432           1971     Gable  CompShg     HdBoard     HdBoard    BrkFace   
433           1998     Gable  CompShg     VinylSd     VinylSd       None   
434           1972     Gable  CompShg     CemntBd     CmentBd       None   
435           1996     Gable  CompShg     VinylSd     VinylSd       None   
436           1950     Gable  CompShg      Stucco      Stucco       None   
437           2004     Gable  CompShg     Wd Sdng     Wd Sdng       None   
438           2002     Gable  CompShg     WdShing      Stucco       None   
439           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None   
440           2008       Hip  CompShg     VinylSd     VinylSd      Stone   
441           1955     Gable  CompShg     VinylSd     VinylSd    BrkFace   
442           1992     Gable  CompShg     MetalSd     MetalSd       None   
443           2007     Gable  CompShg     WdShing     Wd Shng    BrkFace   
444           1995     Gable  CompShg     VinylSd     VinylSd       None   
445           1956       Hip  CompShg     Wd Sdng     Wd Sdng       None   
446           2002     Gable  CompShg     BrkFace     Plywood       None   
447           1999     Gable  CompShg     VinylSd     VinylSd       None   
448           1950     Gable  CompShg     MetalSd     MetalSd       None   
449           2002     Gable  CompShg     MetalSd     MetalSd       None   
450           2005       Hip  CompShg     Wd Sdng     Wd Sdng       None   
451           1975     Gable  WdShngl     Plywood     Plywood       None   
452           1997       Hip  CompShg     VinylSd     VinylSd    BrkFace   
453           2008     Gable  CompShg     VinylSd     VinylSd       None   
454           1976     Gable  CompShg     Plywood     Plywood       None   
455           1973       Hip  CompShg     HdBoard     HdBoard    BrkFace   
456           1950     Gable  CompShg     AsbShng     AsbShng       None   
457           1994      Flat  Tar&Grv     Plywood     Plywood       None   
458           1996       Hip  CompShg      Stucco     Wd Shng       None   
459           1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn   
460           2009     Gable  CompShg     VinylSd     VinylSd      Stone   
461           2007     Gable  CompShg     Wd Sdng     Wd Sdng       None   
462           1965     Gable  CompShg     MetalSd     MetalSd       None   
463           1995       Hip  CompShg      Stucco      Stucco       None   
464           1978     Gable  CompShg     HdBoard     HdBoard    BrkFace   
465           2004       Hip  CompShg     VinylSd     VinylSd    BrkFace   
466           1970      Flat  Tar&Grv     Plywood     Plywood       None   
467           1995     Gable  CompShg     MetalSd     MetalSd      Stone   
468           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
469           1993     Gable  CompShg     HdBoard     HdBoard    BrkFace   
470           1985     Gable  CompShg     HdBoard     HdBoard       None   
471           1977   Mansard  WdShake     WdShing     Plywood       None   
472           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
473           2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
474           2000     Gable  CompShg     CemntBd     CmentBd       None   
475           1963       Hip  CompShg     HdBoard     HdBoard       None   
476           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
477           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace   
478           2008       Hip  CompShg     VinylSd     VinylSd      Stone   
479           2000       Hip  CompShg      Stucco      Stucco     BrkCmn   
480           2005       Hip  CompShg     VinylSd     VinylSd    BrkFace   
481           2004       Hip  CompShg     VinylSd     VinylSd    BrkFace   
482           2005     Gable  CompShg      Stucco      Stucco       None   
483           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace   
484           2001     Gable  CompShg     HdBoard     Plywood       None   
485           2007     Gable  CompShg     MetalSd     MetalSd       None   
486           1965       Hip  CompShg     MetalSd     MetalSd    BrkFace   
487           1971     Gable  CompShg     Plywood     Plywood       None   
488           1970     Gable  CompShg     Wd Sdng     Wd Sdng       None   
489           2002     Gable  CompShg     CemntBd     CmentBd       None   
490           1976     Gable  CompShg     CemntBd     CmentBd       None   
491           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
492           2006     Gable  CompShg     VinylSd     VinylSd       None   
493           1960     Gable  CompShg     BrkFace     Wd Sdng       None   
494           1996     Gable  CompShg     MetalSd     MetalSd       None   
495           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
496           1993       Hip  CompShg     BrkFace     BrkFace       None   
497           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
498           2004       Hip  CompShg     HdBoard     HdBoard    BrkFace   
...            ...       ...      ...         ...         ...        ...   
961           1995     Gable  CompShg     HdBoard     HdBoard    BrkFace   
962           1976     Gable  CompShg     Plywood     Brk Cmn       None   
963           2007     Gable  CompShg     VinylSd     VinylSd       None   
964           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
965           2007     Gable  CompShg     VinylSd     VinylSd       None   
966           1950     Gable  CompShg     MetalSd     MetalSd       None   
967           1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
968           1950     Gable  CompShg     VinylSd     VinylSd       None   
969           1958       Hip  CompShg     HdBoard     HdBoard    BrkFace   
970           1950     Gable  CompShg     AsbShng     AsbShng       None   
971           2004     Gable  CompShg     VinylSd     Wd Shng      Stone   
972           1979     Gable  CompShg     Plywood     Plywood       None   
973           2008     Gable  CompShg     CemntBd     CmentBd        NaN   
974           1993     Gable  CompShg     HdBoard     HdBoard       None   
975           2000     Gable  CompShg     MetalSd     MetalSd       None   
976           1958     Gable  CompShg     Wd Sdng     Wd Sdng       None   
977           2007     Gable  CompShg     VinylSd     VinylSd        NaN   
978           1954     Gable  CompShg     MetalSd     MetalSd       None   
979           1963     Gable  CompShg     VinylSd     VinylSd       None   
980           2007     Gable  CompShg     CemntBd     CmentBd      Stone   
981           1999       Hip  CompShg     VinylSd     VinylSd    BrkFace   
982           2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
983           2002     Gable  CompShg     CemntBd     CmentBd       None   
984           1977     Gable  CompShg     Plywood     Plywood       None   
985           1950     Gable  CompShg     MetalSd     MetalSd       None   
986           2003       Hip  CompShg     VinylSd     VinylSd       None   
987           2010       Hip  CompShg     VinylSd     VinylSd      Stone   
988           1976     Gable  CompShg     Plywood     Plywood    BrkFace   
989           2006     Gable  CompShg     VinylSd     VinylSd       None   
990           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
991           1986     Gable  CompShg     Wd Sdng     Wd Sdng       None   
992           1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
993           2006     Gable  CompShg     VinylSd     VinylSd       None   
994           2007       Hip  CompShg     CemntBd     CmentBd      Stone   
995           1950     Gable  CompShg     MetalSd     MetalSd       None   
996           1961       Hip  CompShg     Wd Sdng     Wd Sdng       None   
997           1970       Hip  CompShg     HdBoard     HdBoard    BrkFace   
998           1950       Hip  CompShg     Wd Sdng     Wd Sdng       None   
999           2006     Gable  CompShg     VinylSd     VinylSd      Stone   
1000          1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None   
1001          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1002          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1003          1976     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1004          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1005          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1006          1970     Gable  CompShg     Plywood     Plywood       None   
1007          1970     Gable  CompShg     CemntBd     CmentBd       None   
1008          2005       Hip  CompShg     VinylSd     VinylSd      Stone   
1009          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1010          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1011          1965       Hip  CompShg     AsphShn     AsphShn       None   
1012          1996       Hip  CompShg     Wd Sdng     Wd Sdng       None   
1013          2006       Hip  CompShg     MetalSd      Stucco       None   
1014          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1015          2001     Gable  CompShg     VinylSd     VinylSd       None   
1016          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1017          1984     Gable  CompShg     HdBoard     HdBoard       None   
1018          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1019          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1020          2005     Gable  CompShg     VinylSd     VinylSd       None   
1021          2006     Gable  CompShg     VinylSd     VinylSd      Stone   
1022          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1023          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1024          1976       Hip  WdShake       Stone     HdBoard       None   
1025          1972     Gable  CompShg     VinylSd     VinylSd       None   
1026          1960     Gable  CompShg     MetalSd     HdBoard    BrkFace   
1027          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1028          1950     Gable  CompShg     WdShing     Wd Shng       None   
1029          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1030          1995     Gable  CompShg     VinylSd     VinylSd       None   
1031          1970     Gable  CompShg     Wd Sdng     Plywood       None   
1032          1993     Gable  CompShg     MetalSd     MetalSd       None   
1033          2002     Gable  CompShg     VinylSd     VinylSd      Stone   
1034          1950     Gable  CompShg     MetalSd     MetalSd       None   
1035          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1036          2008       Hip  CompShg     VinylSd     VinylSd      Stone   
1037          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1038          2008     Gable  CompShg     CemntBd     CmentBd       None   
1039          1970     Gable  CompShg     CemntBd     CmentBd       None   
1040          2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn   
1041          2000       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1042          2005     Gable  CompShg     VinylSd     VinylSd      Stone   
1043          1990       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1044          1981       Hip  WdShngl     BrkFace     BrkFace       None   
1045          1955       Hip  CompShg     BrkFace     Wd Sdng       None   
1046          2006       Hip  CompShg     CemntBd     CmentBd      Stone   
1047          1995     Gable  CompShg     VinylSd     VinylSd       None   
1048          2006       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1049          2006     Gable  CompShg     MetalSd     MetalSd       None   
1050          2007     Gable  CompShg     VinylSd     VinylSd       None   
1051          2007     Gable  CompShg     VinylSd     VinylSd       None   
1052          1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn   
1053          2002       Hip  CompShg     HdBoard     HdBoard      Stone   
1054          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1055          1976     Gable  CompShg     Plywood     Plywood    BrkFace   
1056          2005     Gable  CompShg     VinylSd     VinylSd      Stone   
1057          1994     Gable  CompShg     HdBoard     HdBoard       None   
1058          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1059          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1060          2001     Gable  CompShg     CemntBd     CmentBd       None   
1061          1950     Gable  CompShg     MetalSd     MetalSd       None   
1062          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1063          1980     Gable  CompShg     MetalSd     MetalSd       None   
1064          1966     Gable  CompShg     Plywood     Plywood    BrkFace   
1065          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1066          1994     Gable  CompShg     VinylSd     VinylSd       None   
1067          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1068          1973     Gable  CompShg     CemntBd     CmentBd       None   
1069          2003     Gable  CompShg     MetalSd     MetalSd       None   
1070          1956       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1071          1968     Gable  CompShg     MetalSd     MetalSd       None   
1072          1950     Gable  CompShg     MetalSd     MetalSd       None   
1073          1977       Hip  CompShg     HdBoard     Plywood    BrkFace   
1074          2006     Gable  CompShg     VinylSd     VinylSd       None   
1075          1984     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1076          1989     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1077          1969     Gable  CompShg     VinylSd     Plywood       None   
1078          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1079          1994     Gable  CompShg     VinylSd     VinylSd       None   
1080          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1081          1963     Gable  CompShg     HdBoard     HdBoard       None   
1082          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1083          1964       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1084          1996     Gable  CompShg     HdBoard     HdBoard       None   
1085          1992     Gable  CompShg     HdBoard     HdBoard       None   
1086          1973     Gable  CompShg     CemntBd     CmentBd       None   
1087          2006     Gable  CompShg     VinylSd     VinylSd       None   
1088          2004     Gable  CompShg     VinylSd     VinylSd      Stone   
1089          2005     Gable  CompShg     MetalSd     MetalSd       None   
1090          1950     Gable  CompShg     BrkFace     BrkFace       None   
1091          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1092          1950     Gable  CompShg     MetalSd     MetalSd       None   
1093          1998       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1094          2000     Gable  CompShg     MetalSd     MetalSd       None   
1095          2006     Gable  CompShg     VinylSd     VinylSd       None   
1096          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1097          1986     Gable  CompShg     HdBoard     HdBoard       None   
1098          1950     Gable  CompShg     MetalSd     MetalSd       None   
1099          1978     Gable  CompShg     Plywood     Plywood    BrkFace   
1100          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1101          1971     Gable  CompShg     HdBoard     MetalSd       None   
1102          2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1103          1959       Hip  CompShg     BrkFace     BrkFace       None   
1104          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1105          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1106          1991       Hip  CompShg     HdBoard     HdBoard       None   
1107          2006     Gable  CompShg     VinylSd     VinylSd       None   
1108          2000     Gable  CompShg     VinylSd     VinylSd       None   
1109          2005     Gable  CompShg     MetalSd     MetalSd      Stone   
1110          1996     Gable  CompShg     HdBoard     HdBoard       None   
1111          1976       Hip  CompShg     Plywood     Plywood    BrkFace   
1112          1957     Gable  CompShg     WdShing     Wd Shng       None   
1113          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1114          2000     Gable  CompShg     MetalSd     MetalSd       None   
1115          2007       Hip  CompShg     VinylSd     VinylSd      Stone   
1116          2002       Hip  CompShg     VinylSd     VinylSd       None   
1117          2003     Gable  CompShg     VinylSd     VinylSd       None   
1118          1987     Gable  CompShg     MetalSd     MetalSd       None   
1119          1959     Gable  CompShg     BrkFace     Wd Sdng       None   
1120          1950     Gable  CompShg     BrkFace     BrkFace       None   
1121          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1122          1956     Gable  CompShg     AsbShng     AsbShng       None   
1123          2008       Hip  CompShg     VinylSd     VinylSd       None   
1124          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1125          1955     Gable  CompShg     Plywood     Plywood       None   
1126          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1127          2004       Hip  CompShg     VinylSd     VinylSd       None   
1128          2005     Gable  CompShg     VinylSd     VinylSd       None   
1129          1980     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1130          1950     Gable  CompShg     WdShing     Plywood       None   
1131          1992     Gable  CompShg     HdBoard     HdBoard       None   
1132          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1133          1995     Gable  CompShg     VinylSd     VinylSd       None   
1134          1997     Gable  CompShg     VinylSd     VinylSd       None   
1135          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1136          1950     Gable  CompShg     VinylSd     VinylSd       None   
1137          1996     Gable  CompShg     VinylSd     VinylSd       None   
1138          1977     Gable  CompShg     Plywood     ImStucc       None   
1139          1950     Gable  CompShg      Stucco      Stucco       None   
1140          1951     Gable  CompShg     HdBoard     HdBoard       None   
1141          1976     Gable  CompShg     Plywood     Plywood    BrkFace   
1142          2007       Hip  CompShg     VinylSd     VinylSd      Stone   
1143          1959     Gable  CompShg     Wd Sdng     Plywood       None   
1144          1950     Gable  CompShg     MetalSd     MetalSd       None   
1145          1950     Gable  CompShg     MetalSd     MetalSd       None   
1146          1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace   
1147          1950     Gable  CompShg     MetalSd     MetalSd       None   
1148          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1149          1988       Hip  CompShg     VinylSd     VinylSd       None   
1150          1950     Gable  CompShg     BrkFace     BrkFace       None   
1151          1959     Gable  CompShg     HdBoard     Plywood    BrkFace   
1152          2004     Gable  CompShg       Stone       Stone       None   
1153          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1154          1988     Gable  CompShg     VinylSd     VinylSd      Stone   
1155          2004     Gable  CompShg     Plywood     Plywood       None   
1156          1999     Gable  CompShg     BrkFace     BrkFace       None   
1157          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1158          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1159          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1160          1978     Gable  CompShg     Plywood     Brk Cmn       None   
1161          2006       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1162          1968     Gable  CompShg     VinylSd     VinylSd       None   
1163          1969     Gable  CompShg     Plywood     Plywood       None   
1164          1978     Gable  CompShg     Plywood     Plywood       None   
1165          2009     Gable  CompShg     VinylSd     VinylSd      Stone   
1166          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1167          2000     Gable  CompShg     VinylSd     VinylSd       None   
1168          1986       Hip  CompShg      Stucco      Stucco       None   
1169          1996       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1170          1977     Gable  CompShg     Plywood     Plywood       None   
1171          1958       Hip  CompShg     MetalSd     MetalSd       None   
1172          2007     Gable  CompShg     MetalSd     MetalSd       None   
1173          1994     Gable  CompShg     MetalSd     MetalSd       None   
1174          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1175          2000       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1176          1985     Gable  CompShg     HdBoard     Plywood       None   
1177          2004     Gable  CompShg     MetalSd     MetalSd       None   
1178          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1179          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1180          1991     Gable  CompShg     MetalSd     MetalSd       None   
1181          2008       Hip  CompShg     CemntBd     CmentBd      Stone   
1182          1996       Hip  CompShg     Wd Sdng     ImStucc       None   
1183          1950       Hip  CompShg      Stucco      Stucco       None   
1184          1963       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1185          1950     Gable  CompShg     AsbShng     AsbShng       None   
1186          1970     Gable  CompShg     HdBoard     HdBoard       None   
1187          1995     Gable  CompShg     ImStucc     ImStucc       None   
1188          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1189          1999     Gable  CompShg     VinylSd     VinylSd       None   
1190          1975     Gable  CompShg     MetalSd     MetalSd      Stone   
1191          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1192          1994   Gambrel  CompShg     VinylSd     VinylSd       None   
1193          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1194          1969     Gable  CompShg     HdBoard     HdBoard      Stone   
1195          2005     Gable  CompShg     VinylSd     VinylSd       None   
1196          2006     Gable  CompShg     VinylSd     VinylSd       None   
1197          1950     Gable  CompShg     MetalSd     MetalSd       None   
1198          2001     Gable  CompShg     VinylSd     VinylSd       None   
1199          1979     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1200          1970     Gable  CompShg     MetalSd     MetalSd       None   
1201          1998     Gable  CompShg     VinylSd     VinylSd       None   
1202          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1203          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1204          1975     Gable  CompShg     HdBoard     HdBoard       None   
1205          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1206          1966     Gable  CompShg     HdBoard     HdBoard       None   
1207          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1208          1980     Gable  CompShg     MetalSd     MetalSd       None   
1209          2006       Hip  CompShg     VinylSd     VinylSd      Stone   
1210          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1211          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1212          1950       Hip  CompShg     MetalSd     MetalSd       None   
1213          2001     Gable  CompShg     VinylSd     VinylSd       None   
1214          1962     Gable  CompShg     MetalSd     MetalSd       None   
1215          1966     Gable  CompShg     VinylSd     VinylSd       None   
1216          1978     Gable  CompShg     VinylSd     VinylSd       None   
1217          2009     Gable  CompShg     CemntBd     CmentBd      Stone   
1218          1950     Gable  CompShg     AsbShng     AsbShng       None   
1219          1971     Gable  CompShg     CemntBd     CmentBd    BrkFace   
1220          1964     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1221          1968       Hip  CompShg     HdBoard     HdBoard       None   
1222          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1223          1951       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1224          2005     Gable  CompShg     VinylSd     VinylSd       None   
1225          1958       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1226          2007     Gable  CompShg     VinylSd     VinylSd      Stone   
1227          2008     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1228          2008       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1229          1960       Hip  CompShg     BrkFace     HdBoard       None   
1230          1977      Shed  CompShg     Plywood     Plywood       None   
1231          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1232          1962     Gable  CompShg     HdBoard     HdBoard       None   
1233          1959       Hip  CompShg     Plywood     Plywood    BrkFace   
1234          1950     Gable  CompShg     MetalSd     MetalSd       None   
1235          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1236          2003     Gable  CompShg     VinylSd     Wd Shng      Stone   
1237          2005     Gable  CompShg     VinylSd     VinylSd       None   
1238          2005     Gable  CompShg     VinylSd     VinylSd       None   
1239          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1240          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1241          2007       Hip  CompShg     VinylSd     VinylSd      Stone   
1242          1974     Gable  CompShg     Plywood     Plywood    BrkFace   
1243          2006     Gable  CompShg     VinylSd     VinylSd        NaN   
1244          1950     Gable  CompShg     BrkFace      Stucco       None   
1245          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1246          2006     Gable  CompShg     VinylSd     VinylSd       None   
1247          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1248          1950     Gable  CompShg     AsbShng     AsbShng       None   
1249          1950     Gable  CompShg     MetalSd     MetalSd       None   
1250          1968       Hip  CompShg     BrkFace     BrkFace       None   
1251          2003     Gable  CompShg     VinylSd     Wd Shng      Stone   
1252          1968     Gable  CompShg     HdBoard     HdBoard       None   
1253          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1254          2004     Gable  CompShg     VinylSd     VinylSd      Stone   
1255          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1256          1994       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1257          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1258          2005     Gable  CompShg     VinylSd     VinylSd      Stone   
1259          1969     Gable  CompShg     HdBoard     HdBoard       None   
1260          1999     Gable  CompShg     VinylSd     VinylSd       None   
1261          1956       Hip  CompShg     MetalSd     MetalSd       None   
1262          1989     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1263          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None   
1264          1999     Gable  CompShg     MetalSd     MetalSd       None   
1265          1999       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1266          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None   
1267          2009       Hip  CompShg      Stucco     CmentBd       None   
1268          1997     Gable  CompShg      Stucco      Stucco    BrkFace   
1269          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1270          1979      Shed  WdShake     Plywood     Plywood       None   
1271          1968       Hip  CompShg     BrkFace     BrkFace       None   
1272          1965       Hip  CompShg     HdBoard     Plywood    BrkFace   
1273          2006     Gable  CompShg     Plywood     Plywood    BrkFace   
1274          2003     Gable  CompShg     Wd Sdng     Wd Shng       None   
1275          1950     Gable     Roll     AsbShng     AsbShng      Stone   
1276          1972     Gable  CompShg     HdBoard     Plywood       None   
1277          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1278          2002     Gable  CompShg     VinylSd     VinylSd        NaN   
1279          1950     Gable  CompShg     MetalSd     MetalSd       None   
1280          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1281          1990       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1282          2008     Gable  CompShg     HdBoard     HdBoard       None   
1283          1971   Mansard  CompShg     MetalSd     Wd Shng       None   
1284          1990     Gable  CompShg     Wd Sdng     Wd Shng       None   
1285          1950     Gable  CompShg     MetalSd     MetalSd       None   
1286          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1287          1964     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn   
1288          2000     Gable  CompShg     CemntBd     CmentBd       None   
1289          2006     Gable  CompShg     VinylSd     VinylSd      Stone   
1290          1964       Hip  CompShg     Wd Sdng     HdBoard    BrkFace   
1291          1972     Gable  CompShg     CemntBd     CmentBd    BrkFace   
1292          1965     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1293          1976     Gable  CompShg     HdBoard     HdBoard       None   
1294          1990       Hip  CompShg     WdShing     Plywood       None   
1295          1968       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1296          1963       Hip  CompShg     MetalSd     MetalSd    BrkFace   
1297          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1298          2008       Hip  ClyTile      Stucco      Stucco      Stone   
1299          1994       Hip  CompShg     BrkFace     BrkFace       None   
1300          1999     Gable  CompShg     VinylSd     VinylSd       None   
1301          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1302          1994       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1303          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1304          2004     Gable  CompShg     VinylSd     VinylSd      Stone   
1305          2007       Hip  CompShg     VinylSd     VinylSd      Stone   
1306          2006     Gable  CompShg     VinylSd     VinylSd      Stone   
1307          1995     Gable  CompShg     VinylSd     VinylSd       None   
1308          2005     Gable  CompShg     MetalSd     MetalSd       None   
1309          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1310          2002     Gable  CompShg     BrkFace     HdBoard       None   
1311          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1312          1990     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1313          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1314          1954       Hip  CompShg     Wd Sdng     Wd Sdng       None   
1315          1969     Gable  CompShg     HdBoard     HdBoard       None   
1316          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1317          2007     Gable  CompShg     VinylSd     VinylSd       None   
1318          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1319          1954       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1320          1957       Hip  CompShg     BrkFace     BrkFace       None   
1321          1950       Hip  CompShg     VinylSd     VinylSd       None   
1322          1992     Gable  CompShg     HdBoard     HdBoard       None   
1323          1950       Hip  CompShg     VinylSd     VinylSd       None   
1324          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1325          1950     Gable  CompShg     AsbShng     AsbShng       None   
1326          2006     Gable  CompShg     MetalSd     MetalSd       None   
1327          2008     Gable  CompShg     VinylSd     VinylSd       None   
1328          1950     Gable  CompShg     BrkFace     Wd Sdng       None   
1329          1998       Hip  CompShg     VinylSd     VinylSd       None   
1330          2006       Hip  CompShg     VinylSd     VinylSd      Stone   
1331          1976     Gable  CompShg     MetalSd     MetalSd       None   
1332          1958     Gable  CompShg     MetalSd     MetalSd       None   
1333          1995     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1334          1970     Gable  CompShg     HdBoard     HdBoard       None   
1335          1977     Gable  CompShg     Plywood     Plywood    BrkFace   
1336          1973     Gable  CompShg     Plywood     Plywood    BrkFace   
1337          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1338          2002     Gable  CompShg     VinylSd     VinylSd       None   
1339          1972       Hip  CompShg     MetalSd     MetalSd       None   
1340          1971     Gable  CompShg     MetalSd     MetalSd       None   
1341          2004     Gable  CompShg     VinylSd     VinylSd       None   
1342          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1343          1950     Gable  CompShg     BrkFace       Stone       None   
1344          2006     Gable  CompShg     VinylSd     VinylSd       None   
1345          1950       Hip  CompShg     MetalSd     MetalSd       None   
1346          2003       Hip  CompShg     BrkFace     HdBoard       None   
1347          2007     Gable  CompShg     VinylSd     VinylSd      Stone   
1348          1998     Gable  CompShg     VinylSd     VinylSd       None   
1349          1987     Gable  CompShg     MetalSd     MetalSd       None   
1350          1969     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1351          1962     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1352          2000     Gable  CompShg     MetalSd     MetalSd       None   
1353          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1354          2000     Gable  CompShg     VinylSd     VinylSd       None   
1355          1992     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1356          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1357          2008     Gable  CompShg     VinylSd     VinylSd       None   
1358          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1359          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1360          1998     Gable  CompShg     MetalSd     Wd Sdng       None   
1361          2005       Hip  CompShg     VinylSd     VinylSd      Stone   
1362          2007     Gable  CompShg     VinylSd     VinylSd       None   
1363          2007     Gable  CompShg     VinylSd     VinylSd       None   
1364          2005     Gable  CompShg     MetalSd     MetalSd       None   
1365          2000     Gable  CompShg     VinylSd     VinylSd       None   
1366          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1367          1977     Gable  CompShg     CemntBd     CmentBd       None   
1368          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1369          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1370          1950     Gable  CompShg      CBlock      CBlock       None   
1371          1996       Hip  CompShg     AsbShng     AsbShng       None   
1372          1998     Gable  CompShg     VinylSd     VinylSd       None   
1373          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1374          2005     Gable  CompShg     CemntBd     CmentBd       None   
1375          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1377          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1378          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1379          2007     Gable  CompShg     VinylSd     VinylSd       None   
1380          1950     Gable  CompShg      Stucco      Stucco       None   
1381          1970     Gable  CompShg     BrkFace     Plywood       None   
1382          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None   
1383          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1384          1950     Gable  CompShg     WdShing     Wd Shng       None   
1385          2007     Gable  CompShg     VinylSd     VinylSd       None   
1386          1978     Gable  CompShg     Plywood     Plywood    BrkFace   
1387          1950     Gable  CompShg      Stucco      Stucco       None   
1388          2007     Gable  CompShg     VinylSd     VinylSd      Stone   
1389          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1390          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1391          1967     Gable  CompShg     Plywood     Plywood       None   
1392          1967     Gable  CompShg     HdBoard     HdBoard       None   
1393          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1394          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1395          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1396          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1397          2004     Gable  CompShg     MetalSd     MetalSd       None   
1398          1982     Gable  CompShg     VinylSd     Wd Sdng       None   
1399          1990     Gable  CompShg     WdShing     Wd Shng       None   
1400          1950     Gable  CompShg     WdShing     Wd Shng       None   
1401          2004     Gable  CompShg     VinylSd     VinylSd       None   
1402          2006     Gable  CompShg     VinylSd     VinylSd       None   
1403          2007     Gable  CompShg     VinylSd     VinylSd      Stone   
1404          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1405          2005       Hip  CompShg     CemntBd     CmentBd      Stone   
1406          2007     Gable  CompShg     HdBoard     Wd Shng       None   
1407          1985     Gable  CompShg     HdBoard     Plywood       None   
1408          1950     Gable  CompShg     VinylSd     VinylSd       None   
1409          1991     Gable  CompShg     Plywood     Plywood    BrkFace   
1410          2001     Gable  CompShg     VinylSd     VinylSd       None   
1411          2005     Gable  CompShg     VinylSd     VinylSd       None   
1412          1950     Gable  CompShg     BrkFace       Stone       None   
1413          2006     Gable  CompShg     VinylSd     VinylSd      Stone   
1414          2000   Gambrel  CompShg     Wd Sdng     Wd Sdng       None   
1415          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace   
1416          1950     Gable  CompShg     VinylSd     AsbShng       None   
1417          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1418          1963     Gable  CompShg     HdBoard     HdBoard       None   
1419          1969     Gable  CompShg     Plywood     Plywood    BrkFace   
1420          1968     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1421          1977     Gable  CompShg     Plywood     Plywood       None   
1422          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1423          1966      Flat  Tar&Grv     Plywood     Plywood       None   
1424          1983       Hip  CompShg     HdBoard     HdBoard       None   
1425          1959       Hip  CompShg     HdBoard     HdBoard      Stone   
1426          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1427          1950     Gable  CompShg     MetalSd     MetalSd       None   
1428          1992     Gable  CompShg     MetalSd     MetalSd      Stone   
1429          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace   
1430          2005     Gable  CompShg     VinylSd     VinylSd       None   
1431          1976     Gable  CompShg     Plywood     Plywood       None   
1432          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1433          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1434          1977     Gable  CompShg     BrkFace     BrkFace       None   
1435          2005     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace   
1436          1971     Gable  CompShg     HdBoard     HdBoard       None   
1437          2008       Hip  CompShg     VinylSd     VinylSd      Stone   
1438          1996     Gable  CompShg     MetalSd     MetalSd       None   
1439          1979       Hip  CompShg     HdBoard     HdBoard    BrkFace   
1440          1994     Gable  CompShg     MetalSd     MetalSd       None   
1441          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1442          2008     Gable  CompShg     VinylSd     VinylSd      Stone   
1443          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None   
1444          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1445          1966     Gable  CompShg     VinylSd     VinylSd       None   
1446          1962     Gable  CompShg     HdBoard     HdBoard    BrkFace   
1447          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1448          2000     Gable  CompShg     MetalSd     HdBoard       None   
1449          1970     Gable  CompShg     CemntBd     CmentBd       None   
1450          1974     Gable  CompShg     VinylSd     VinylSd       None   
1451          2009     Gable  CompShg     CemntBd     CmentBd      Stone   
1452          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace   
1453          2006     Gable  CompShg     VinylSd     VinylSd       None   
1454          2005     Gable  CompShg     VinylSd     VinylSd       None   
1455          2000     Gable  CompShg     VinylSd     VinylSd       None   
1456          1988     Gable  CompShg     Plywood     Plywood      Stone   
1457          2006     Gable  CompShg     CemntBd     CmentBd       None   
1458          1996       Hip  CompShg     MetalSd     MetalSd       None   
1459          1965     Gable  CompShg     HdBoard     HdBoard       None   

      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond  \
0          196.0        Gd        TA      PConc       Gd       TA   
1            0.0        TA        TA     CBlock       Gd       TA   
2          162.0        Gd        TA      PConc       Gd       TA   
3            0.0        TA        TA     BrkTil       TA       Gd   
4          350.0        Gd        TA      PConc       Gd       TA   
5            0.0        TA        TA       Wood       Gd       TA   
6          186.0        Gd        TA      PConc       Ex       TA   
7          240.0        TA        TA     CBlock       Gd       TA   
8            0.0        TA        TA     BrkTil       TA       TA   
9            0.0        TA        TA     BrkTil       TA       TA   
10           0.0        TA        TA     CBlock       TA       TA   
11         286.0        Ex        TA      PConc       Ex       TA   
12           0.0        TA        TA     CBlock       TA       TA   
13         306.0        Gd        TA      PConc       Gd       TA   
14         212.0        TA        TA     CBlock       TA       TA   
15           0.0        TA        TA     BrkTil       TA       TA   
16         180.0        TA        TA     CBlock       TA       TA   
17           0.0        TA        TA       Slab      NaN      NaN   
18           0.0        TA        TA      PConc       TA       TA   
19           0.0        TA        TA     CBlock       TA       TA   
20         380.0        Gd        TA      PConc       Ex       TA   
21           0.0        TA        TA      PConc       TA       TA   
22         281.0        Gd        TA      PConc       Gd       TA   
23           0.0        TA        TA      PConc       Gd       TA   
24           0.0        TA        Gd     CBlock       TA       TA   
25         640.0        Gd        TA      PConc       Gd       TA   
26           0.0        TA        TA     CBlock       TA       TA   
27         200.0        Gd        TA      PConc       Ex       TA   
28           0.0        TA        TA     CBlock       TA       TA   
29           0.0        TA        TA     BrkTil       TA       TA   
30           0.0        TA        Fa     BrkTil       TA       TA   
31           0.0        TA        TA     CBlock       TA       TA   
32           0.0        Gd        TA      PConc       Ex       TA   
33           0.0        TA        TA     CBlock       TA       TA   
34         246.0        Ex        TA      PConc       Ex       TA   
35         132.0        Gd        TA      PConc       Ex       TA   
36           0.0        TA        TA      PConc       Gd       TA   
37         650.0        TA        TA     CBlock       TA       TA   
38           0.0        TA        Gd     CBlock       TA       TA   
39           0.0        TA        TA      PConc      NaN      NaN   
40         101.0        TA        TA     CBlock       TA       TA   
41           0.0        TA        Gd     CBlock       TA       TA   
42           0.0        TA        TA     CBlock       Gd       TA   
43           0.0        TA        TA     CBlock       Gd       TA   
44           0.0        TA        TA     CBlock       TA       TA   
45         412.0        Ex        TA      PConc       Ex       TA   
46           0.0        Gd        TA      PConc       Ex       TA   
47           0.0        Gd        TA      PConc       Gd       TA   
48           0.0        TA        TA     BrkTil       TA       TA   
49           0.0        TA        TA     CBlock       TA       TA   
50           0.0        TA        TA      PConc       Gd       TA   
51           0.0        TA        TA      PConc       TA       TA   
52           0.0        Fa        TA     CBlock       Gd       TA   
53           0.0        Gd        TA     CBlock       Ex       TA   
54           0.0        TA        TA     CBlock       TA       TA   
55         272.0        TA        TA     CBlock       TA       TA   
56         456.0        Gd        TA      PConc       Gd       TA   
57           0.0        Gd        TA      PConc       Gd       TA   
58        1031.0        Ex        TA      PConc       Ex       TA   
59           0.0        TA        TA     CBlock       TA       TA   
60           0.0        TA        TA      PConc       Gd       TA   
61           0.0        TA        TA     BrkTil       TA       Fa   
62         178.0        Gd        TA      PConc       Gd       Gd   
63           0.0        TA        TA     BrkTil       TA       TA   
64         573.0        TA        TA      PConc       Gd       TA   
65         344.0        Gd        TA      PConc       Ex       TA   
66         287.0        TA        TA     CBlock       Gd       TA   
67         167.0        Gd        TA      PConc       Gd       TA   
68           0.0        TA        Gd     CBlock       TA       TA   
69           0.0        Gd        TA     CBlock       TA       TA   
70        1115.0        TA        Gd     CBlock       Gd       TA   
71           0.0        TA        TA     CBlock       TA       TA   
72          40.0        TA        TA      PConc       Gd       TA   
73         104.0        TA        TA     CBlock       TA       TA   
74           0.0        Gd        Gd     CBlock       Fa       TA   
75           0.0        TA        TA     CBlock       Gd       TA   
76           0.0        TA        TA     CBlock       TA       TA   
77           0.0        TA        TA     CBlock       TA       TA   
78           0.0        TA        TA     CBlock       TA       TA   
79           0.0        TA        TA      PConc       TA       TA   
80         576.0        TA        Gd     CBlock       Gd       TA   
81         443.0        TA        Gd      PConc       Ex       Gd   
82         468.0        TA        TA      PConc       Gd       TA   
83          66.0        TA        TA     CBlock       TA       TA   
84          22.0        TA        TA      PConc       Gd       TA   
85         284.0        Gd        TA     CBlock       Gd       TA   
86           0.0        Gd        TA      PConc       Gd       TA   
87          76.0        Gd        TA      PConc       Gd       TA   
88           0.0        Fa        Fa     CBlock       TA       Fa   
89           0.0        TA        TA      PConc       Gd       TA   
90           0.0        TA        TA       Slab      NaN      NaN   
91         203.0        TA        TA     CBlock       TA       TA   
92           0.0        TA        Gd     BrkTil       Gd       TA   
93           0.0        TA        TA     BrkTil       TA       Fa   
94           0.0        TA        Gd      PConc       Gd       TA   
95          68.0        Ex        Gd      PConc       Gd       Gd   
96         183.0        Gd        TA      PConc       Gd       TA   
97          48.0        TA        TA     CBlock       TA       TA   
98           0.0        TA        TA     BrkTil       TA       TA   
99           0.0        TA        TA     CBlock       TA       TA   
100         28.0        TA        TA      PConc       TA       TA   
101        336.0        Gd        TA     CBlock       Gd       TA   
102          0.0        TA        Fa       Slab      NaN      NaN   
103          0.0        TA        TA      PConc       Gd       TA   
104        600.0        TA        Fa      PConc       TA       TA   
105        768.0        Gd        TA      PConc       Ex       TA   
106          0.0        TA        TA     BrkTil       Fa       TA   
107          0.0        TA        TA     CBlock       TA       TA   
108          0.0        TA        TA     CBlock       TA       TA   
109        480.0        TA        TA     CBlock       Gd       TA   
110          0.0        TA        TA     CBlock       TA       Fa   
111          0.0        TA        TA      PConc       Gd       TA   
112        220.0        Gd        TA      PConc       Ex       TA   
113        184.0        TA        Gd     CBlock       Gd       TA   
114          0.0        TA        TA     CBlock       TA       TA   
115       1129.0        TA        TA      PConc       Gd       TA   
116        116.0        TA        TA     CBlock       TA       TA   
117          0.0        TA        TA      PConc       Gd       TA   
118          0.0        TA        TA      PConc       Gd       TA   
119          0.0        Gd        TA      PConc       Gd       TA   
120          0.0        TA        TA     CBlock       TA       TA   
121          0.0        TA        TA      PConc       TA       TA   
122        135.0        TA        Gd     CBlock       TA       TA   
123          0.0        Gd        TA      PConc       Gd       TA   
124          0.0        TA        Gd     CBlock       Gd       Fa   
125          0.0        TA        Fa     CBlock       TA       TA   
126          0.0        TA        TA     CBlock       Gd       TA   
127          0.0        TA        Gd     BrkTil       TA       TA   
128        266.0        TA        TA     CBlock       TA       TA   
129         85.0        TA        TA     CBlock       TA       TA   
130        309.0        TA        TA     CBlock       TA       TA   
131         40.0        Gd        TA      PConc       Gd       TA   
132          0.0        TA        TA     CBlock       TA       TA   
133        136.0        Gd        TA      PConc       Ex       TA   
134          0.0        TA        TA     CBlock       TA       TA   
135        288.0        TA        TA      PConc       TA       TA   
136        196.0        TA        TA     CBlock       TA       TA   
137         70.0        TA        TA     CBlock       TA       TA   
138        320.0        Gd        TA      PConc       Gd       TA   
139          0.0        TA        TA      PConc       Gd       TA   
140          0.0        TA        TA     CBlock       TA       TA   
141          0.0        Gd        TA      PConc       Gd       TA   
142          0.0        TA        Fa     CBlock       TA       TA   
143        183.0        Gd        TA      PConc       Gd       TA   
144        336.0        TA        TA     CBlock       TA       TA   
145         50.0        Gd        TA      PConc       Gd       TA   
146          0.0        TA        TA     BrkTil       TA       TA   
147        180.0        Gd        TA      PConc       Gd       TA   
148        120.0        TA        TA      PConc       Gd       TA   
149          0.0        TA        TA     BrkTil       Gd       TA   
150          0.0        TA        TA     CBlock       TA       TA   
151        436.0        Gd        TA      PConc       Ex       TA   
152        252.0        TA        TA     CBlock       TA       TA   
153          0.0        TA        TA     CBlock       Gd       TA   
154          0.0        TA        TA     BrkTil       TA       TA   
155          0.0        TA        TA     BrkTil       TA       TA   
156          0.0        TA        TA     CBlock      NaN      NaN   
157         84.0        Gd        TA      PConc       Ex       TA   
158          0.0        Gd        TA      PConc       Gd       TA   
159        456.0        Gd        TA      PConc       Gd       TA   
160          0.0        TA        TA      PConc       Gd       TA   
161        664.0        Gd        TA      PConc       Ex       TA   
162        226.0        Gd        TA      PConc       Gd       TA   
163          0.0        TA        TA     CBlock       TA       TA   
164          0.0        TA        Gd     BrkTil       TA       TA   
165          0.0        TA        Gd     BrkTil       TA       TA   
166          0.0        Gd        TA     CBlock       TA       TA   
167        300.0        Gd        TA      PConc       Ex       TA   
168          0.0        Gd        TA      PConc       Gd       TA   
169        653.0        Gd        TA     CBlock       Gd       TA   
170          0.0        TA        TA     CBlock       TA       TA   
171        112.0        TA        TA     CBlock       TA       Gd   
172          0.0        Gd        Gd      PConc       Gd       Gd   
173        491.0        TA        TA     CBlock       TA       TA   
174        132.0        TA        TA     CBlock       Gd       Fa   
175          0.0        TA        TA     CBlock       TA       Gd   
176        268.0        Gd        TA      PConc       Gd       TA   
177          0.0        Gd        Gd     CBlock       TA       TA   
178        748.0        Ex        TA      PConc       Ex       TA   
179          0.0        Gd        TA     CBlock       TA       TA   
180        456.0        Gd        TA      PConc       Gd       TA   
181          0.0        TA        TA     BrkTil       Fa       TA   
182         98.0        TA        TA      PConc      NaN      NaN   
183          0.0        TA        TA      PConc       Gd       TA   
184          0.0        TA        TA      PConc       Fa       TA   
185          0.0        Gd        Gd     BrkTil       TA       TA   
186          0.0        TA        TA      PConc       Gd       TA   
187          0.0        TA        TA     CBlock       Fa       TA   
188        275.0        TA        TA     CBlock       Gd       TA   
189          0.0        Gd        TA      PConc       Ex       TA   
190          0.0        Gd        TA     CBlock       Gd       Gd   
191        138.0        TA        TA     CBlock       TA       TA   
192          0.0        Gd        TA      PConc       Gd       TA   
193         50.0        Gd        TA      PConc       Gd       TA   
194          0.0        TA        TA     CBlock       TA       TA   
195          0.0        TA        TA     CBlock       Gd       TA   
196        205.0        Ex        TA      PConc       Ex       TA   
197          0.0        Gd        Gd      PConc       TA       TA   
198          0.0        TA        TA     CBlock       TA       TA   
199        262.0        Gd        TA      PConc       Ex       TA   
200          0.0        TA        TA      PConc       Gd       TA   
201          0.0        TA        TA     CBlock       TA       TA   
202          0.0        TA        Gd     BrkTil       Fa       TA   
203        205.0        Gd        TA      PConc       Gd       TA   
204          0.0        TA        TA     CBlock       TA       TA   
205          0.0        TA        TA      PConc       Gd       TA   
206          0.0        TA        Gd     CBlock       TA       TA   
207          0.0        TA        TA      PConc       TA       TA   
208        128.0        Gd        TA     CBlock       Gd       TA   
209        260.0        TA        TA     CBlock       Gd       TA   
210          0.0        TA        TA     CBlock       TA       TA   
211          0.0        TA        TA      PConc       Gd       TA   
212          0.0        TA        TA      PConc       Gd       TA   
213          0.0        TA        TA      PConc       Gd       TA   
214        153.0        TA        TA     CBlock       Gd       TA   
215         64.0        TA        TA     CBlock       TA       TA   
216        266.0        Gd        TA      PConc       Gd       TA   
217          0.0        TA        TA     CBlock       TA       TA   
218        312.0        Gd        Gd     CBlock       TA       TA   
219         16.0        Gd        TA      PConc       Gd       TA   
220          0.0        Gd        TA      PConc       Gd       TA   
221          0.0        Gd        TA      PConc       Gd       TA   
222          0.0        TA        TA     CBlock       Gd       TA   
223          0.0        TA        TA     CBlock       TA       TA   
224        922.0        Ex        TA      PConc       Ex       TA   
225        142.0        TA        TA     CBlock       TA       TA   
226        290.0        Gd        TA      PConc       Gd       TA   
227        127.0        TA        TA     CBlock       TA       TA   
228          0.0        TA        TA     CBlock       TA       TA   
229         16.0        Gd        TA      PConc       Gd       TA   
230        220.0        TA        TA     CBlock       TA       TA   
231        506.0        Gd        TA      PConc       Gd       TA   
232        297.0        TA        TA     CBlock       TA       TA   
233          0.0        TA        TA     CBlock       TA       Gd   
234          NaN        Gd        TA      PConc       Gd       TA   
235        604.0        TA        TA     CBlock       TA       TA   
236         98.0        Gd        TA      PConc       Gd       TA   
237          0.0        Gd        TA      PConc       Gd       TA   
238        254.0        Ex        TA      PConc       Ex       TA   
239          0.0        TA        TA     CBlock       TA       Fa   
240         36.0        Gd        TA      PConc       Gd       TA   
241          0.0        TA        Gd     CBlock       TA       TA   
242          0.0        TA        TA     BrkTil       TA       TA   
243          0.0        TA        TA     CBlock       Gd       TA   
244          0.0        Gd        TA      PConc       Gd       TA   
245        102.0        TA        TA     CBlock       Gd       TA   
246          0.0        TA        Fa      Stone       Fa       TA   
247          0.0        TA        TA     CBlock       TA       TA   
248        101.0        Gd        TA      PConc       Gd       TA   
249        472.0        Gd        TA     CBlock       Gd       TA   
250          0.0        TA        Po     CBlock       TA       TA   
251        481.0        Gd        TA      PConc       Gd       TA   
252          0.0        Gd        TA      PConc       Gd       TA   
253        108.0        TA        TA     CBlock       Gd       TA   
254          0.0        TA        Gd     CBlock       TA       TA   
255        302.0        Gd        TA      PConc       Gd       TA   
256          0.0        Gd        TA      PConc       Gd       TA   
257        180.0        Gd        TA      PConc       Gd       TA   
258        172.0        Gd        TA      PConc       Gd       TA   
259          0.0        TA        TA      PConc      NaN      NaN   
260        399.0        TA        TA     CBlock       TA       TA   
261        270.0        Gd        TA      PConc       Ex       TA   
262         46.0        TA        TA     CBlock       Gd       Gd   
263          0.0        TA        TA     BrkTil       TA       TA   
264          0.0        TA        TA     BrkTil       Fa       TA   
265        210.0        TA        Gd     CBlock       Gd       TA   
266          0.0        TA        TA      PConc       Gd       TA   
267          0.0        TA        TA      PConc       TA       TA   
268          0.0        TA        TA     CBlock       TA       TA   
269        174.0        TA        Gd     CBlock       TA       Gd   
270          0.0        Gd        TA      PConc       Gd       TA   
271          0.0        TA        TA     CBlock       Gd       TA   
272        348.0        Gd        TA      PConc       Gd       TA   
273        183.0        TA        TA     CBlock       TA       TA   
274          0.0        TA        TA     CBlock       TA       TA   
275          0.0        Gd        Gd     BrkTil       TA       TA   
276          0.0        Gd        TA      PConc       Ex       TA   
277          0.0        TA        TA     CBlock       TA       TA   
278        315.0        Ex        TA      PConc       Ex       TA   
279        299.0        TA        TA     CBlock       Gd       TA   
280        340.0        Gd        TA     CBlock       Gd       TA   
281         68.0        Gd        TA      PConc       Gd       TA   
282        166.0        Gd        TA      PConc       Gd       TA   
283         72.0        Gd        TA      PConc       Gd       TA   
284          0.0        Gd        TA      PConc       Gd       TA   
285          0.0        Gd        TA      PConc       Gd       TA   
286          0.0        TA        TA     CBlock       TA       TA   
287          0.0        TA        TA     CBlock       TA       TA   
288         31.0        TA        Gd     CBlock       TA       TA   
289          0.0        TA        TA     BrkTil       TA       TA   
290          0.0        Gd        TA      PConc       Gd       TA   
291          0.0        TA        Fa      PConc       TA       Fa   
292          0.0        TA        TA     CBlock       TA       TA   
293         34.0        TA        TA     CBlock       TA       TA   
294        238.0        TA        TA     CBlock       TA       TA   
295          0.0        TA        TA     CBlock       TA       TA   
296          0.0        TA        TA     CBlock       TA       TA   
297       1600.0        Gd        TA      PConc       Gd       TA   
298        365.0        Gd        TA     CBlock       TA       TA   
299          0.0        TA        Gd     CBlock       TA       TA   
300         56.0        TA        TA     CBlock       TA       TA   
301          0.0        Gd        TA      PConc       Gd       TA   
302        150.0        Gd        TA      PConc       Gd       TA   
303          0.0        TA        TA      PConc       TA       TA   
304          0.0        TA        TA     BrkTil       TA       TA   
305        246.0        Gd        TA      PConc       Gd       TA   
306        246.0        Gd        TA     CBlock       Gd       TA   
307          0.0        TA        Fa     CBlock       TA       TA   
308          0.0        TA        TA     CBlock       TA       TA   
309          0.0        Gd        TA      PConc       Ex       TA   
310        112.0        TA        TA      PConc       Gd       TA   
311          0.0        TA        Gd     CBlock       TA       TA   
312          0.0        TA        TA     CBlock       Gd       TA   
313          0.0        TA        TA     CBlock       Gd       TA   
314          0.0        TA        TA     BrkTil       TA       Gd   
315          0.0        Gd        TA      PConc       Gd       TA   
316        278.0        Gd        TA     CBlock       Gd       TA   
317          0.0        Gd        TA      PConc       Gd       TA   
318        256.0        Gd        TA      PConc       Gd       TA   
319        225.0        TA        TA     CBlock       Gd       TA   
320        370.0        TA        TA      PConc       Ex       Gd   
321        388.0        Gd        TA      PConc       Ex       TA   
322        172.0        Gd        TA     CBlock       TA       TA   
323          0.0        TA        Gd     CBlock       TA       TA   
324        300.0        Gd        Gd     CBlock       Gd       TA   
325          0.0        TA        TA     CBlock       TA       TA   
326          0.0        Gd        TA      PConc       Gd       TA   
327        175.0        TA        TA     CBlock       TA       TA   
328          0.0        TA        TA     BrkTil       TA       TA   
329          0.0        TA        TA      PConc       TA       TA   
330         84.0        TA        TA     CBlock       TA       TA   
331          0.0        TA        TA     CBlock       TA       TA   
332        296.0        Gd        TA      PConc       Gd       TA   
333        146.0        Gd        TA      PConc       Gd       TA   
334          0.0        TA        TA      PConc       Gd       TA   
335          0.0        TA        TA     CBlock       TA       TA   
336        200.0        Gd        TA      PConc       Ex       TA   
337        113.0        Gd        TA      PConc       Gd       TA   
338          0.0        Gd        TA     CBlock       Gd       TA   
339        176.0        TA        TA     CBlock       TA       Fa   
340          0.0        Gd        TA      PConc       Gd       TA   
341          0.0        Fa        Fa     CBlock       TA       Fa   
342        340.0        TA        TA       Slab      NaN      NaN   
343        616.0        Ex        TA      PConc       Ex       TA   
344          0.0        TA        TA     CBlock       Gd       TA   
345          0.0        TA        TA     BrkTil       TA       TA   
346          0.0        TA        Gd     CBlock       TA       TA   
347         30.0        TA        TA     CBlock       TA       TA   
348        106.0        Gd        TA      PConc       Gd       TA   
349        870.0        Ex        TA      PConc       Ex       TA   
350        362.0        Ex        TA      PConc       Ex       TA   
351          0.0        TA        TA      PConc       Gd       TA   
352          0.0        TA        TA     CBlock       TA       Fa   
353          0.0        TA        Gd     BrkTil       TA       TA   
354          0.0        TA        TA     CBlock       TA       TA   
355          0.0        Gd        Gd      PConc       Gd       Gd   
356        106.0        TA        TA      PConc       Gd       TA   
357          0.0        TA        TA      PConc       Gd       TA   
358        120.0        TA        TA     CBlock       TA       TA   
359        530.0        Gd        TA      PConc       Gd       TA   
360          0.0        TA        TA     CBlock       Gd       TA   
361          0.0        TA        TA     CBlock       TA       TA   
362        500.0        Gd        TA       Slab      NaN      NaN   
363        510.0        TA        TA     CBlock       TA       TA   
364        120.0        TA        TA      PConc       Gd       TA   
365          0.0        TA        Gd     CBlock       TA       Fa   
366        247.0        TA        TA     CBlock       Gd       TA   
367        305.0        TA        TA     CBlock       Gd       TA   
368        200.0        TA        TA      PConc       TA       TA   
369          0.0        TA        Gd     CBlock       TA       TA   
370          0.0        TA        TA      PConc       Gd       TA   
371          0.0        TA        TA     CBlock      NaN      NaN   
372          0.0        TA        TA     CBlock       Gd       TA   
373          0.0        TA        TA      PConc       TA       TA   
374          0.0        Gd        TA      PConc       Gd       TA   
375          0.0        Fa        Fa     BrkTil       Fa       Po   
376          0.0        Gd        TA      PConc       Gd       TA   
377          0.0        Gd        TA      PConc       Gd       TA   
378        350.0        Gd        TA      PConc       Ex       TA   
379         16.0        TA        TA      PConc       Gd       TA   
380          0.0        TA        TA     BrkTil       TA       TA   
381          0.0        Gd        TA      PConc       Gd       Gd   
382          0.0        Gd        TA      PConc       Gd       TA   
383          0.0        TA        TA     BrkTil       Fa       Fa   
384          0.0        Gd        TA      PConc       Gd       TA   
385         16.0        Gd        TA      PConc       Gd       TA   
386          0.0        TA        Fa      PConc       TA       TA   
387        255.0        TA        TA     CBlock       TA       TA   
388        125.0        Gd        TA      PConc       Gd       TA   
389        272.0        Ex        TA      PConc       Ex       TA   
390          0.0        TA        TA     BrkTil       TA       Gd   
391          0.0        TA        TA      PConc       Ex       TA   
392          0.0        TA        TA       Slab      NaN      NaN   
393          0.0        TA        TA     CBlock       TA       TA   
394          0.0        TA        TA     CBlock       TA       TA   
395          0.0        TA        TA     CBlock       TA       TA   
396          0.0        TA        TA     CBlock       TA       TA   
397        288.0        TA        TA     CBlock       TA       TA   
398          0.0        TA        Fa     BrkTil       Fa       Po   
399        100.0        Gd        TA      PConc       Gd       TA   
400          0.0        Gd        TA      PConc       Gd       TA   
401          0.0        Gd        TA      PConc       Gd       TA   
402          0.0        TA        TA      PConc       TA       TA   
403        650.0        Gd        TA      PConc       Gd       TA   
404          0.0        TA        TA      PConc       Gd       TA   
405          0.0        TA        TA     CBlock       TA       TA   
406          0.0        TA        TA     BrkTil       TA       TA   
407          0.0        TA        TA     BrkTil       Gd       TA   
408        350.0        Gd        TA      PConc       Ex       Gd   
409        100.0        Gd        TA      PConc       Ex       TA   
410          0.0        TA        Fa     CBlock       TA       Fa   
411          0.0        TA        TA     CBlock       TA       TA   
412        432.0        Ex        TA      PConc       Ex       TA   
413          0.0        TA        TA     CBlock       TA       TA   
414          0.0        Gd        TA      PConc       Gd       TA   
415          0.0        Gd        TA      PConc       Gd       TA   
416        203.0        TA        TA     CBlock       TA       TA   
417          0.0        TA        TA     BrkTil       Gd       TA   
418          0.0        TA        TA     BrkTil       TA       TA   
419          0.0        TA        TA     CBlock       TA       TA   
420        200.0        TA        Gd      PConc       Gd       Gd   
421        126.0        Gd        TA     CBlock       Gd       TA   
422          0.0        TA        TA     CBlock       TA       TA   
423        473.0        Gd        TA      PConc       Gd       TA   
424         74.0        TA        TA     CBlock       Gd       TA   
425          0.0        TA        Gd     CBlock       TA       TA   
426        145.0        Gd        TA      PConc       Gd       TA   
427          0.0        TA        TA     CBlock       TA       TA   
428        108.0        Gd        TA      PConc       Gd       TA   
429          0.0        TA        TA     CBlock       Gd       TA   
430        232.0        TA        TA     CBlock       TA       TA   
431          0.0        TA        TA     BrkTil       TA       TA   
432        376.0        TA        TA     CBlock       TA       TA   
433          0.0        TA        TA      PConc       Gd       TA   
434          0.0        TA        Gd     CBlock       Gd       TA   
435          0.0        Gd        TA      PConc       Gd       TA   
436          0.0        TA        TA     BrkTil       Fa       TA   
437          0.0        Gd        TA      PConc       TA       TA   
438          0.0        TA        TA      PConc       TA       TA   
439          0.0        TA        TA     BrkTil       TA       Fa   
440        200.0        Ex        TA      PConc       Ex       TA   
441        270.0        TA        TA     CBlock       TA       TA   
442          0.0        TA        TA      PConc       TA       TA   
443         72.0        Gd        TA      PConc       Ex       TA   
444          0.0        Gd        Gd      PConc       Gd       TA   
445          0.0        TA        TA     CBlock       TA       TA   
446          0.0        Gd        TA     CBlock       TA       TA   
447          0.0        Gd        TA      PConc       Gd       TA   
448          0.0        TA        TA     BrkTil       TA       TA   
449          0.0        TA        Gd     CBlock       TA       TA   
450          0.0        TA        TA     BrkTil       TA       TA   
451          0.0        TA        TA     CBlock       Gd       TA   
452         42.0        Gd        TA      PConc       Ex       TA   
453          0.0        Gd        TA      PConc       Gd       TA   
454          0.0        TA        TA     CBlock       TA       TA   
455        320.0        TA        TA     CBlock       TA       TA   
456          0.0        TA        TA     BrkTil       TA       TA   
457          0.0        TA        TA     CBlock       Gd       TA   
458          0.0        TA        Gd      PConc       TA       TA   
459        161.0        TA        TA     CBlock       TA       TA   
460        110.0        Gd        TA      PConc       Gd       TA   
461          0.0        Gd        Gd      PConc       Gd       Gd   
462          0.0        TA        TA     CBlock       TA       TA   
463          0.0        TA        TA     CBlock       TA       TA   
464        136.0        TA        TA     CBlock       Gd       TA   
465         18.0        Gd        TA      PConc       Gd       TA   
466          0.0        TA        Gd     CBlock       TA       Gd   
467        224.0        TA        TA     CBlock       TA       TA   
468        248.0        Gd        TA      PConc       Gd       TA   
469        120.0        Gd        TA      PConc       Gd       TA   
470          0.0        Gd        TA      PConc       Gd       TA   
471          0.0        TA        TA     CBlock       Gd       TA   
472         80.0        TA        TA      PConc       Gd       TA   
473        304.0        Gd        TA      PConc       Ex       TA   
474          0.0        Gd        TA      PConc       Gd       TA   
475          0.0        TA        TA     CBlock       TA       TA   
476        215.0        TA        TA      PConc       Gd       TA   
477        772.0        Ex        TA      PConc       Gd       TA   
478        336.0        Gd        TA      PConc       Ex       TA   
479        435.0        TA        TA     BrkTil       Fa       TA   
480        378.0        Gd        TA      PConc       Ex       TA   
481        562.0        Gd        TA      PConc       Ex       TA   
482          0.0        Gd        TA      PConc       TA       TA   
483        116.0        TA        TA      PConc       Ex       TA   
484          0.0        TA        Gd     CBlock       TA       TA   
485          0.0        Gd        TA     CBlock       TA       TA   
486        168.0        TA        TA     CBlock       TA       TA   
487          0.0        TA        TA     CBlock       Gd       TA   
488          0.0        TA        Fa     CBlock       TA       Fa   
489          0.0        TA        Gd     CBlock       Gd       TA   
490          0.0        TA        TA      PConc       Gd       TA   
491          0.0        TA        TA     CBlock       TA       TA   
492          0.0        Gd        TA      PConc       Gd       TA   
493          0.0        TA        TA     CBlock       TA       TA   
494          0.0        TA        TA     BrkTil       Fa       TA   
495          0.0        TA        TA     CBlock       TA       TA   
496          0.0        Gd        TA      PConc       Gd       TA   
497          0.0        TA        Gd      PConc       TA       TA   
498         89.0        TA        TA      PConc       TA       TA   
...          ...       ...       ...        ...      ...      ...   
961        424.0        TA        Gd     CBlock       Gd       Gd   
962          0.0        TA        TA     CBlock       Gd       TA   
963          0.0        Gd        TA      PConc       Ex       TA   
964         44.0        Gd        TA      PConc       Gd       TA   
965          0.0        Gd        TA      PConc       Gd       TA   
966          0.0        Gd        Gd     BrkTil       TA       Fa   
967        151.0        TA        TA     CBlock       TA       TA   
968          0.0        TA        TA     BrkTil       TA       TA   
969        105.0        TA        Fa     CBlock       TA       TA   
970          0.0        TA        TA     CBlock       TA       TA   
971        106.0        Gd        TA      PConc       Gd       TA   
972          0.0        TA        TA     CBlock       Gd       TA   
973          NaN        Gd        TA      PConc       Gd       TA   
974          0.0        TA        Gd     BrkTil       Gd       TA   
975          0.0        Gd        TA      PConc       Gd       TA   
976          0.0        TA        TA      PConc       Gd       TA   
977          NaN        Gd        TA      PConc       Gd       TA   
978          0.0        TA        TA     CBlock       TA       TA   
979          0.0        TA        TA      PConc       TA       TA   
980        210.0        Ex        TA     CBlock       TA       TA   
981        975.0        Gd        TA      PConc       Gd       TA   
982         16.0        Gd        TA      PConc       Gd       TA   
983          0.0        Gd        TA      PConc       Gd       TA   
984          0.0        TA        TA     CBlock      NaN      NaN   
985          0.0        TA        TA     CBlock       TA       TA   
986          0.0        TA        Gd     CBlock       TA       Fa   
987        450.0        Ex        TA      PConc       Ex       TA   
988        298.0        TA        TA     CBlock       TA       TA   
989          0.0        Gd        TA      PConc       Gd       Gd   
990        423.0        Gd        TA      PConc       Gd       TA   
991          0.0        Gd        Gd     BrkTil       TA       TA   
992        340.0        TA        TA     CBlock       TA       TA   
993          0.0        TA        TA      PConc       Gd       TA   
994        230.0        Ex        TA      PConc       Ex       TA   
995          0.0        TA        TA     CBlock       TA       TA   
996          0.0        TA        TA     CBlock       TA       TA   
997        571.0        TA        TA     CBlock       TA       TA   
998          0.0        TA        TA     BrkTil       TA       Fa   
999         24.0        Gd        TA      PConc       Gd       TA   
1000         0.0        TA        TA       Slab      NaN      NaN   
1001         0.0        TA        TA     BrkTil       Fa       TA   
1002        53.0        Gd        TA      PConc       Gd       TA   
1003       164.0        TA        TA     CBlock       TA       TA   
1004        16.0        Gd        TA      PConc       Gd       TA   
1005       220.0        Gd        TA     CBlock       Gd       Gd   
1006         0.0        TA        TA     CBlock       Gd       TA   
1007         0.0        TA        TA     CBlock       TA       TA   
1008       108.0        Gd        TA      PConc       Ex       TA   
1009         0.0        TA        Fa     BrkTil       TA       TA   
1010         0.0        TA        TA     CBlock       TA       TA   
1011         0.0        TA        TA     CBlock      NaN      NaN   
1012         0.0        TA        Gd      PConc       TA       Fa   
1013         0.0        TA        TA     BrkTil       TA       TA   
1014       206.0        TA        TA     CBlock       TA       Fa   
1015         0.0        Gd        TA      PConc       Gd       TA   
1016       196.0        Gd        TA      PConc       Gd       TA   
1017         0.0        Gd        TA     CBlock       Gd       TA   
1018        76.0        Gd        TA      PConc       Gd       TA   
1019       145.0        Gd        TA      PConc       Gd       TA   
1020         0.0        TA        TA      PConc       Gd       TA   
1021        84.0        Gd        TA      PConc       Gd       TA   
1022         0.0        TA        TA     CBlock       TA       TA   
1023        14.0        Gd        TA      PConc       Gd       Gd   
1024         0.0        Gd        TA     CBlock       Gd       TA   
1025         0.0        TA        TA     CBlock       TA       TA   
1026       324.0        TA        TA     CBlock       TA       TA   
1027       338.0        Gd        TA      PConc       Gd       TA   
1028         0.0        TA        TA     CBlock       TA       TA   
1029       281.0        TA        TA     CBlock       TA       TA   
1030         0.0        TA        TA      PConc       TA       TA   
1031         0.0        TA        TA     BrkTil       TA       TA   
1032         0.0        Gd        Gd      PConc       Gd       Gd   
1033       295.0        Gd        TA      PConc       Gd       TA   
1034         0.0        TA        Gd      PConc       Fa       Fa   
1035         0.0        TA        Gd       Slab      NaN      NaN   
1036        70.0        Gd        TA      PConc       Ex       TA   
1037       396.0        Gd        TA      PConc       Gd       TA   
1038         0.0        TA        TA     CBlock       TA       TA   
1039         0.0        TA        TA     CBlock       Gd       TA   
1040        67.0        TA        TA     CBlock       TA       TA   
1041       252.0        TA        TA     CBlock       TA       TA   
1042       135.0        Gd        TA      PConc       Gd       TA   
1043        99.0        TA        TA      PConc       Gd       TA   
1044         0.0        Gd        TA      PConc       Gd       TA   
1045         0.0        TA        TA       Slab      NaN      NaN   
1046       208.0        Gd        TA      PConc       Ex       TA   
1047         0.0        TA        TA      PConc       Gd       TA   
1048        75.0        TA        Fa       Slab      NaN      NaN   
1049         0.0        TA        TA     CBlock      NaN      NaN   
1050         0.0        Gd        TA      PConc       Gd       TA   
1051         0.0        Gd        TA      PConc       Gd       TA   
1052       272.0        TA        TA     CBlock       TA       TA   
1053       145.0        TA        TA     CBlock       TA       TA   
1054       210.0        Gd        TA      PConc       Gd       TA   
1055       160.0        TA        TA     CBlock       Gd       TA   
1056       240.0        Gd        TA      PConc       Gd       TA   
1057         0.0        Gd        TA      PConc       Gd       TA   
1058       154.0        Ex        TA      PConc       Ex       TA   
1059       480.0        TA        TA     CBlock       TA       TA   
1060         0.0        Gd        TA      PConc       Gd       TA   
1061         0.0        Fa        TA     CBlock       TA       TA   
1062         0.0        TA        TA     BrkTil       TA       TA   
1063         0.0        TA        Gd     BrkTil       TA       TA   
1064       200.0        TA        TA     CBlock       TA       TA   
1065         0.0        Gd        TA      PConc       Ex       TA   
1066         0.0        Gd        TA      PConc       Gd       TA   
1067       360.0        TA        TA     CBlock       TA       TA   
1068         0.0        TA        TA     CBlock       Gd       TA   
1069         0.0        TA        TA     CBlock       TA       TA   
1070       120.0        TA        TA     CBlock       TA       TA   
1071         0.0        TA        TA     CBlock       TA       TA   
1072         0.0        TA        TA     CBlock       Fa       Fa   
1073       140.0        TA        TA     CBlock       TA       TA   
1074         0.0        Gd        TA      PConc       Gd       TA   
1075         0.0        TA        TA     CBlock       TA       TA   
1076         0.0        TA        TA     CBlock       Fa       TA   
1077         0.0        TA        TA     CBlock       TA       TA   
1078       169.0        Gd        TA      PConc       Gd       TA   
1079         0.0        TA        TA      PConc       Gd       TA   
1080       144.0        Gd        Gd     CBlock       TA       TA   
1081         0.0        TA        TA     CBlock       TA       TA   
1082       100.0        Gd        TA      PConc       Gd       TA   
1083       425.0        TA        TA     CBlock       TA       TA   
1084         0.0        TA        TA      PConc       Gd       TA   
1085         0.0        TA        TA      PConc       Gd       TA   
1086         0.0        TA        TA     CBlock       TA       TA   
1087         0.0        Gd        TA      PConc       Gd       TA   
1088        50.0        Gd        TA      PConc       Gd       TA   
1089         0.0        Gd        TA      PConc       Gd       TA   
1090         0.0        TA        TA       Slab      NaN      NaN   
1091       212.0        Gd        TA      PConc       Gd       TA   
1092         0.0        TA        TA      PConc       TA       TA   
1093       166.0        TA        TA     CBlock       TA       TA   
1094         0.0        TA        TA     CBlock       TA       TA   
1095         0.0        Gd        TA      PConc       Gd       TA   
1096         0.0        TA        TA      PConc       TA       TA   
1097         0.0        Gd        TA     CBlock       Gd       TA   
1098         0.0        TA        TA     BrkTil       TA       TA   
1099       206.0        TA        TA     CBlock       Gd       TA   
1100         0.0        TA        TA     CBlock       TA       Fa   
1101         0.0        TA        TA     CBlock       TA       TA   
1102        45.0        TA        TA     CBlock       TA       TA   
1103         0.0        TA        TA     CBlock       TA       TA   
1104       304.0        TA        TA     CBlock       TA       TA   
1105       362.0        Gd        TA      PConc       Ex       TA   
1106         0.0        Gd        TA      PConc       Gd       TA   
1107         0.0        Gd        TA      PConc       Ex       Gd   
1108         0.0        TA        TA      PConc       Gd       TA   
1109        42.0        Gd        TA      PConc       Ex       TA   
1110         0.0        TA        TA      PConc       Gd       TA   
1111       660.0        TA        TA     CBlock       TA       TA   
1112         0.0        TA        TA     CBlock       TA       TA   
1113         0.0        TA        TA     CBlock       TA       TA   
1114         0.0        TA        Gd     CBlock       TA       TA   
1115       328.0        Gd        TA      PConc       Ex       TA   
1116         0.0        Gd        TA      PConc       Gd       TA   
1117         0.0        TA        TA     CBlock       TA       TA   
1118         0.0        TA        Gd     CBlock       TA       TA   
1119         0.0        TA        TA     CBlock       TA       TA   
1120         0.0        TA        TA     BrkTil       TA       TA   
1121       196.0        Gd        TA      PConc       Gd       TA   
1122         0.0        TA        TA     CBlock       TA       TA   
1123         0.0        TA        Ex     CBlock       TA       TA   
1124       170.0        TA        TA      PConc       Gd       TA   
1125         0.0        TA        TA     CBlock       TA       TA   
1126       130.0        Gd        TA      PConc       Gd       TA   
1127         0.0        Gd        TA      PConc       Gd       TA   
1128         0.0        Gd        TA      PConc       Gd       TA   
1129       180.0        TA        TA     CBlock       Gd       TA   
1130         0.0        TA        TA     BrkTil       TA       TA   
1131         0.0        TA        TA      PConc       Gd       TA   
1132         0.0        TA        TA     BrkTil       TA       TA   
1133         0.0        Gd        TA      PConc       Gd       TA   
1134         0.0        TA        TA      PConc       Gd       TA   
1135         0.0        TA        TA     BrkTil       TA       TA   
1136         0.0        TA        TA     CBlock       TA       TA   
1137         0.0        TA        Gd     CBlock       TA       TA   
1138         0.0        TA        TA      PConc       TA       TA   
1139         0.0        TA        Fa     BrkTil       TA       TA   
1140         0.0        TA        TA     CBlock       TA       TA   
1141        44.0        TA        Gd     CBlock       TA       TA   
1142       340.0        Gd        TA      PConc       Ex       TA   
1143         0.0        TA        TA     CBlock       TA       TA   
1144         0.0        TA        Fa     BrkTil       Gd       TA   
1145         0.0        TA        TA     BrkTil       TA       TA   
1146        85.0        Gd        TA     CBlock       Gd       TA   
1147         0.0        TA        TA     CBlock       TA       TA   
1148         0.0        TA        TA      PConc       TA       TA   
1149         0.0        TA        Gd      PConc       TA       TA   
1150         0.0        TA        TA     CBlock       TA       TA   
1151       132.0        TA        TA     CBlock       TA       TA   
1152         0.0        TA        TA      PConc       TA       TA   
1153         0.0        Gd        Gd     BrkTil       TA       TA   
1154       288.0        TA        TA     CBlock       TA       TA   
1155         0.0        Gd        Gd     CBlock       Gd       TA   
1156         0.0        TA        Gd      PConc       TA       TA   
1157       166.0        Gd        TA      PConc       Gd       TA   
1158       186.0        Gd        TA      PConc       Gd       TA   
1159       270.0        Gd        TA     CBlock       TA       TA   
1160         0.0        TA        TA     CBlock       Gd       TA   
1161        72.0        Gd        TA     CBlock       TA       TA   
1162         0.0        TA        TA     CBlock       Gd       TA   
1163         0.0        TA        TA     CBlock       Gd       TA   
1164         0.0        TA        TA      PConc       Gd       TA   
1165       268.0        Gd        TA      PConc       Gd       TA   
1166        72.0        Gd        TA      PConc       Gd       TA   
1167         0.0        TA        TA      PConc       Gd       TA   
1168         0.0        TA        TA     CBlock       TA       TA   
1169      1378.0        Gd        Gd      PConc       Ex       TA   
1170         0.0        TA        TA     CBlock       TA       TA   
1171         0.0        TA        TA     CBlock       TA       TA   
1172         0.0        Gd        TA      PConc       Gd       TA   
1173         0.0        TA        TA     CBlock       TA       TA   
1174         0.0        TA        TA     BrkTil       Gd       TA   
1175       337.0        Gd        TA      PConc       Gd       TA   
1176         0.0        TA        TA     CBlock       TA       TA   
1177         0.0        TA        TA     CBlock       TA       TA   
1178         0.0        TA        TA     BrkTil       TA       TA   
1179         0.0        TA        TA       Slab      NaN      NaN   
1180         0.0        TA        TA       Wood       Gd       TA   
1181       186.0        Ex        TA      PConc       Ex       TA   
1182         0.0        Gd        TA      PConc       Ex       TA   
1183         0.0        TA        TA     BrkTil       TA       TA   
1184       226.0        TA        TA     CBlock       TA       TA   
1185         0.0        TA        Gd     BrkTil       TA       TA   
1186         0.0        TA        TA     CBlock       Fa       TA   
1187         0.0        Gd        TA      PConc       Gd       TA   
1188        95.0        Gd        TA      PConc       Gd       TA   
1189         0.0        TA        TA      PConc       TA       TA   
1190       149.0        TA        Gd     CBlock       TA       TA   
1191       456.0        Gd        TA      PConc       Gd       TA   
1192         0.0        TA        TA      PConc       TA       TA   
1193       425.0        TA        TA      PConc       Ex       TA   
1194       143.0        TA        TA     CBlock       TA       TA   
1195         0.0        TA        TA      PConc       Gd       TA   
1196         0.0        Gd        TA      PConc       Gd       TA   
1197         0.0        TA        TA     BrkTil       TA       TA   
1198         0.0        Gd        TA      PConc       Gd       TA   
1199        51.0        TA        TA     CBlock       TA       TA   
1200         0.0        TA        TA     CBlock       TA       TA   
1201         0.0        TA        TA      PConc       Gd       TA   
1202         0.0        TA        TA     BrkTil       TA       TA   
1203       171.0        Gd        TA      PConc       Gd       TA   
1204         0.0        TA        TA     CBlock       Gd       TA   
1205       234.0        Gd        TA     CBlock       Gd       TA   
1206         0.0        TA        TA     CBlock       TA       TA   
1207       120.0        Gd        TA      PConc       Gd       TA   
1208         0.0        TA        Gd     CBlock       TA       TA   
1209       420.0        Gd        TA      PConc       Ex       TA   
1210         0.0        Gd        TA      PConc       Gd       TA   
1211         0.0        Gd        TA       Wood       Gd       TA   
1212         0.0        TA        TA     CBlock       TA       TA   
1213         0.0        TA        Gd     CBlock       TA       Gd   
1214         0.0        TA        TA     CBlock       TA       TA   
1215         0.0        TA        TA     CBlock       TA       TA   
1216         0.0        TA        TA       Slab      NaN      NaN   
1217        72.0        Gd        TA      PConc       Gd       TA   
1218         0.0        TA        TA       Slab      NaN      NaN   
1219       236.0        TA        TA     CBlock       TA       TA   
1220         0.0        TA        TA     CBlock       TA       TA   
1221         0.0        TA        TA     CBlock       TA       TA   
1222       320.0        TA        TA     CBlock       TA       TA   
1223        44.0        TA        TA     CBlock       TA       Fa   
1224         0.0        Gd        TA      PConc       Gd       TA   
1225        63.0        TA        Gd     CBlock       TA       TA   
1226        74.0        Gd        TA      PConc       Gd       TA   
1227       300.0        TA        TA     CBlock       TA       TA   
1228       766.0        Ex        TA      PConc       Ex       TA   
1229         0.0        TA        TA     CBlock       TA       TA   
1230         1.0        TA        TA     CBlock       Gd       TA   
1231       120.0        TA        TA     CBlock       TA       TA   
1232         0.0        TA        TA       Slab      NaN      NaN   
1233       180.0        TA        TA     CBlock       TA       TA   
1234         0.0        TA        TA      PConc       TA       TA   
1235         0.0        TA        TA     BrkTil       Gd       TA   
1236       106.0        Gd        TA      PConc       Gd       TA   
1237         0.0        Gd        TA      PConc       Gd       TA   
1238         0.0        Gd        TA      PConc       Gd       TA   
1239        32.0        Gd        TA      PConc       Gd       TA   
1240       252.0        Gd        TA      PConc       Gd       TA   
1241         0.0        Gd        TA      PConc       Gd       TA   
1242        81.0        TA        TA     CBlock       Gd       TA   
1243         NaN        Ex        TA      PConc       Ex       Gd   
1244         0.0        TA        TA      PConc       Gd       TA   
1245        74.0        TA        TA     CBlock       Gd       TA   
1246         0.0        Gd        TA      PConc       Gd       TA   
1247       335.0        TA        TA     CBlock       TA       TA   
1248         0.0        TA        TA     BrkTil       Gd       TA   
1249         0.0        TA        TA     CBlock       TA       TA   
1250         0.0        Gd        TA     CBlock       TA       TA   
1251       163.0        Gd        TA      PConc       Gd       TA   
1252         0.0        TA        TA     CBlock       TA       TA   
1253         0.0        Gd        TA     CBlock       TA       TA   
1254        92.0        Gd        TA      PConc       Gd       TA   
1255         0.0        TA        TA     BrkTil       TA       Fa   
1256       554.0        Gd        TA      PConc       Gd       TA   
1257         0.0        TA        TA      PConc       Fa       TA   
1258       182.0        Gd        TA      PConc       Gd       TA   
1259         0.0        TA        TA     CBlock       Gd       TA   
1260         0.0        TA        TA      PConc       Gd       TA   
1261         0.0        TA        TA     CBlock       TA       TA   
1262         0.0        TA        TA     CBlock       TA       TA   
1263         0.0        TA        TA      PConc       TA       TA   
1264         0.0        Gd        TA      PConc       Gd       TA   
1265       218.0        Gd        TA      PConc       Gd       TA   
1266         0.0        Fa        TA     CBlock       TA       TA   
1267         0.0        Ex        TA      PConc       Ex       TA   
1268       632.0        TA        Gd     CBlock       TA       TA   
1269       180.0        TA        TA     CBlock       TA       TA   
1270         0.0        Gd        TA      PConc       Gd       TA   
1271         0.0        TA        TA     CBlock       TA       TA   
1272       114.0        TA        TA     CBlock       TA       TA   
1273        84.0        TA        TA     CBlock       TA       TA   
1274         0.0        TA        TA      PConc       TA       TA   
1275       567.0        TA        TA     CBlock       TA       TA   
1276         0.0        TA        TA     CBlock       TA       Gd   
1277       359.0        TA        TA     CBlock       Gd       TA   
1278         NaN        Gd        TA      PConc       Gd       TA   
1279         0.0        TA        Gd     CBlock       TA       TA   
1280       110.0        Gd        TA      PConc       Gd       TA   
1281        54.0        TA        TA     CBlock       Gd       TA   
1282         0.0        TA        TA     CBlock       Gd       TA   
1283         0.0        TA        TA     CBlock       TA       TA   
1284         0.0        TA        TA      PConc       TA       TA   
1285         0.0        TA        Fa     CBlock       TA       TA   
1286       451.0        TA        TA     CBlock       TA       TA   
1287       621.0        TA        Gd     CBlock       TA       TA   
1288         0.0        Gd        TA      PConc       Gd       TA   
1289       788.0        Gd        TA      PConc       Gd       TA   
1290        86.0        TA        TA      PConc       TA       TA   
1291       268.0        TA        TA     CBlock       TA       TA   
1292         0.0        TA        TA      Stone       TA       TA   
1293         0.0        TA        TA      PConc       Gd       TA   
1294         0.0        TA        TA     CBlock       TA       TA   
1295       168.0        TA        TA     CBlock       TA       TA   
1296       148.0        TA        Gd     CBlock       TA       TA   
1297        82.0        TA        TA      PConc       Gd       TA   
1298       796.0        Ex        TA      PConc       Ex       TA   
1299         0.0        TA        TA     CBlock       TA       TA   
1300       344.0        Gd        TA      PConc       Gd       TA   
1301         0.0        TA        TA     CBlock       TA       TA   
1302       391.0        Gd        TA      PConc       Gd       TA   
1303       228.0        Gd        TA      PConc       Gd       TA   
1304       117.0        Gd        TA      PConc       Gd       TA   
1305       300.0        Gd        TA      PConc       Ex       TA   
1306        94.0        Gd        TA      PConc       Gd       TA   
1307         0.0        TA        Gd      PConc       Gd       Gd   
1308         0.0        TA        TA     CBlock       TA       TA   
1309        88.0        TA        TA     CBlock       Gd       TA   
1310         0.0        Gd        Gd      PConc       Gd       TA   
1311        80.0        Gd        TA      PConc       Gd       TA   
1312       336.0        Gd        TA      PConc       Ex       TA   
1313       165.0        Gd        TA      PConc       Gd       TA   
1314         0.0        TA        TA     CBlock       TA       TA   
1315         0.0        TA        TA     CBlock       Fa       TA   
1316       270.0        Gd        TA      PConc       Ex       TA   
1317         0.0        Gd        TA      PConc       Ex       Gd   
1318       178.0        Gd        TA      PConc       Gd       TA   
1319       132.0        TA        TA      PConc       TA       TA   
1320         0.0        TA        TA     CBlock       TA       TA   
1321         0.0        TA        TA     CBlock      NaN      NaN   
1322         0.0        Gd        TA      PConc       Gd       TA   
1323         0.0        Fa        TA     CBlock       TA       TA   
1324       428.0        Gd        TA      PConc       Ex       TA   
1325         0.0        TA        TA     BrkTil       TA       Fa   
1326         0.0        TA        TA     BrkTil       TA       TA   
1327         0.0        Gd        Gd     CBlock       TA       TA   
1328         0.0        Gd        Gd     BrkTil       Gd       TA   
1329         0.0        TA        TA      PConc       Gd       TA   
1330       410.0        Gd        TA      PConc       Gd       Gd   
1331         0.0        TA        TA     CBlock       TA       TA   
1332         0.0        TA        TA     CBlock       TA       TA   
1333         0.0        TA        TA     CBlock       TA       TA   
1334       312.0        TA        TA     CBlock       TA       TA   
1335       360.0        TA        TA     CBlock       Gd       TA   
1336       564.0        TA        TA     CBlock       TA       TA   
1337         0.0        TA        TA     CBlock       TA       TA   
1338         0.0        Gd        TA      PConc       Gd       TA   
1339         0.0        TA        Gd     CBlock       TA       TA   
1340         0.0        TA        TA     CBlock       TA       TA   
1341         0.0        TA        TA      PConc       Gd       TA   
1342       149.0        Gd        TA      PConc       Gd       TA   
1343         0.0        TA        TA     BrkTil       TA       TA   
1344         0.0        Gd        TA      PConc       Gd       TA   
1345         0.0        TA        TA      PConc       TA       TA   
1346         0.0        TA        TA     CBlock       TA       TA   
1347       100.0        Gd        TA      PConc       Ex       TA   
1348         0.0        Gd        TA      PConc       Gd       TA   
1349         0.0        TA        Gd     BrkTil       TA       Fa   
1350       368.0        TA        TA     CBlock       TA       TA   
1351       318.0        TA        TA     CBlock       TA       TA   
1352         0.0        Gd        TA     BrkTil       TA       TA   
1353       579.0        Gd        TA      PConc       Gd       TA   
1354         0.0        Gd        TA      PConc       Gd       TA   
1355       143.0        TA        TA     CBlock       TA       TA   
1356        65.0        TA        TA     CBlock       TA       TA   
1357         0.0        TA        TA     CBlock       TA       TA   
1358       216.0        Gd        TA      PConc       Gd       TA   
1359        66.0        Gd        TA      PConc       Ex       TA   
1360         0.0        TA        TA     BrkTil       TA       Fa   
1361        16.0        Gd        TA      PConc       Ex       TA   
1362         0.0        TA        Gd     BrkTil       TA       Fa   
1363         0.0        TA        TA      PConc       Gd       TA   
1364         0.0        Gd        TA      PConc       Gd       TA   
1365         0.0        Gd        TA      PConc       Gd       TA   
1366       158.0        Gd        TA      PConc       Gd       TA   
1367         0.0        TA        TA      PConc       TA       TA   
1368       170.0        Gd        TA      PConc       Gd       TA   
1369       171.0        Gd        TA      PConc       Gd       TA   
1370         0.0        Fa        TA      PConc       TA       TA   
1371         0.0        TA        TA     CBlock       TA       TA   
1372         0.0        TA        TA      PConc       Gd       TA   
1373       705.0        Ex        TA      PConc       Ex       TA   
1374         0.0        Gd        TA      PConc       Gd       TA   
1375        80.0        Gd        TA      PConc       Gd       TA   
1376         0.0        TA        TA     BrkTil       Gd       TA   
1377         0.0        TA        TA     CBlock       TA       TA   
1378       408.0        TA        TA     CBlock       TA       Fa   
1379         0.0        TA        TA      PConc       Gd       TA   
1380         0.0        TA        Fa     BrkTil       TA       Fa   
1381         0.0        TA        TA     CBlock       TA       TA   
1382         0.0        TA        TA     BrkTil       Fa       TA   
1383         0.0        TA        Gd     BrkTil       TA       TA   
1384         0.0        TA        TA     BrkTil       TA       TA   
1385         0.0        TA        Gd     BrkTil       TA       TA   
1386       184.0        TA        TA     CBlock       Gd       TA   
1387         0.0        TA        Gd     BrkTil       TA       TA   
1388       160.0        Ex        TA      PConc       Ex       TA   
1389         0.0        TA        Gd     BrkTil       TA       Gd   
1390       244.0        Gd        TA      PConc       Gd       TA   
1391         0.0        TA        TA     CBlock       TA       TA   
1392         0.0        TA        TA     CBlock       TA       TA   
1393         0.0        TA        TA     BrkTil       Fa       TA   
1394        45.0        Gd        TA      PConc       Gd       TA   
1395       245.0        Gd        TA      PConc       Gd       Gd   
1396         0.0        TA        TA     CBlock       TA       TA   
1397         0.0        TA        TA     BrkTil       TA       TA   
1398         0.0        TA        TA     CBlock       TA       TA   
1399         0.0        TA        TA     BrkTil       TA       TA   
1400         0.0        TA        TA     BrkTil       TA       TA   
1401         0.0        TA        TA      PConc       TA       TA   
1402         0.0        Gd        TA      PConc       Gd       Gd   
1403        84.0        Gd        TA      PConc       Gd       TA   
1404         0.0        TA        TA      PConc       TA       TA   
1405       174.0        Gd        TA      PConc       Ex       TA   
1406         0.0        TA        TA     CBlock       Gd       TA   
1407         0.0        TA        TA     CBlock       TA       TA   
1408         0.0        TA        TA     CBlock       Fa       TA   
1409       123.0        TA        Gd     CBlock       Gd       TA   
1410         0.0        Gd        TA      PConc       Gd       TA   
1411         0.0        TA        Gd     CBlock       TA       TA   
1412         0.0        TA        TA       Slab      NaN      NaN   
1413       366.0        Gd        TA      PConc       Gd       Gd   
1414         0.0        TA        TA     BrkTil       TA       TA   
1415       130.0        Gd        TA      PConc       Gd       TA   
1416         0.0        TA        TA      PConc       TA       TA   
1417       731.0        Gd        TA      PConc       Gd       TA   
1418         0.0        TA        TA     CBlock       TA       TA   
1419       312.0        Gd        Gd     CBlock       TA       TA   
1420       420.0        TA        TA     CBlock       TA       TA   
1421         0.0        TA        TA     CBlock       Gd       TA   
1422       170.0        Gd        TA      PConc       Gd       TA   
1423         0.0        Gd        Gd     CBlock       Gd       TA   
1424         0.0        TA        TA     CBlock       TA       TA   
1425       243.0        Gd        TA     CBlock       TA       TA   
1426       448.0        Gd        TA      PConc       Gd       TA   
1427         0.0        TA        TA     CBlock       TA       TA   
1428       294.0        TA        Gd     CBlock       TA       TA   
1429       310.0        Gd        Gd     CBlock       Gd       TA   
1430         0.0        Gd        TA      PConc       Gd       Gd   
1431         0.0        TA        TA     CBlock       Gd       TA   
1432         0.0        TA        TA     BrkTil       TA       TA   
1433       318.0        TA        TA      PConc       Gd       TA   
1434         0.0        TA        TA     CBlock       TA       TA   
1435       237.0        Gd        Gd     CBlock       TA       TA   
1436         0.0        TA        TA      PConc       TA       TA   
1437       426.0        Ex        TA      PConc       Ex       TA   
1438         0.0        TA        TA     CBlock       TA       TA   
1439        96.0        TA        TA     CBlock       TA       TA   
1440         0.0        TA        TA     BrkTil       Ex       TA   
1441       147.0        Gd        TA      PConc       Gd       TA   
1442       160.0        Ex        TA      PConc       Ex       TA   
1443         0.0        TA        TA     BrkTil       TA       TA   
1444       106.0        Gd        TA      PConc       Gd       TA   
1445         0.0        TA        TA     CBlock       TA       TA   
1446       189.0        TA        TA     CBlock       TA       TA   
1447       438.0        Gd        TA      PConc       Gd       TA   
1448         0.0        TA        TA     CBlock       Fa       TA   
1449         0.0        TA        TA     CBlock       Gd       TA   
1450         0.0        TA        TA     CBlock       Gd       TA   
1451       194.0        Gd        TA      PConc       Gd       TA   
1452        80.0        TA        TA      PConc       Gd       TA   
1453         0.0        TA        TA      PConc       Gd       TA   
1454         0.0        Gd        TA      PConc       Gd       TA   
1455         0.0        TA        TA      PConc       Gd       TA   
1456       119.0        TA        TA     CBlock       Gd       TA   
1457         0.0        Ex        Gd      Stone       TA       Gd   
1458         0.0        TA        TA     CBlock       TA       TA   
1459         0.0        Gd        TA     CBlock       TA       TA   

     BsmtExposure BsmtFinType1  BsmtFinSF1 BsmtFinType2  BsmtFinSF2  \
0              No          GLQ         706          Unf           0   
1              Gd          ALQ         978          Unf           0   
2              Mn          GLQ         486          Unf           0   
3              No          ALQ         216          Unf           0   
4              Av          GLQ         655          Unf           0   
5              No          GLQ         732          Unf           0   
6              Av          GLQ        1369          Unf           0   
7              Mn          ALQ         859          BLQ          32   
8              No          Unf           0          Unf           0   
9              No          GLQ         851          Unf           0   
10             No          Rec         906          Unf           0   
11             No          GLQ         998          Unf           0   
12             No          ALQ         737          Unf           0   
13             Av          Unf           0          Unf           0   
14             No          BLQ         733          Unf           0   
15             No          Unf           0          Unf           0   
16             No          ALQ         578          Unf           0   
17            NaN          NaN           0          NaN           0   
18             No          GLQ         646          Unf           0   
19             No          LwQ         504          Unf           0   
20             Av          Unf           0          Unf           0   
21             No          Unf           0          Unf           0   
22             No          Unf           0          Unf           0   
23             No          GLQ         840          Unf           0   
24             Mn          Rec         188          ALQ         668   
25             No          Unf           0          Unf           0   
26             Mn          BLQ         234          Rec         486   
27             No          GLQ        1218          Unf           0   
28             Gd          BLQ        1277          Unf           0   
29             No          Unf           0          Unf           0   
30             No          Unf           0          Unf           0   
31             No          Unf           0          Unf           0   
32             Av          Unf           0          Unf           0   
33             No          Rec        1018          Unf           0   
34             No          GLQ        1153          Unf           0   
35             Av          Unf           0          Unf           0   
36             No          Unf           0          Unf           0   
37             No          Rec        1213          Unf           0   
38             No          GLQ         731          Unf           0   
39            NaN          NaN           0          NaN           0   
40             No          Rec         643          Unf           0   
41             Gd          BLQ         967          Unf           0   
42             Av          ALQ         747          LwQ          93   
43             Av          LwQ         280          BLQ         491   
44             No          ALQ         179          BLQ         506   
45             No          GLQ         456          Unf           0   
46             No          GLQ        1351          Unf           0   
47             Av          GLQ          24          Unf           0   
48             No          Unf           0          Unf           0   
49             No          BLQ         763          Unf           0   
50             Av          GLQ         182          Unf           0   
51             No          Unf           0          Unf           0   
52             Gd          LwQ         104          GLQ         712   
53             Gd          GLQ        1810          Unf           0   
54             No          ALQ         384          Unf           0   
55             No          BLQ         490          Unf           0   
56             No          GLQ         649          Unf           0   
57             No          Unf           0          Unf           0   
58             Gd          Unf           0          Unf           0   
59             Av          ALQ         632          Unf           0   
60             No          ALQ         941          Unf           0   
61             No          Unf           0          Unf           0   
62             Mn          GLQ          24          Unf           0   
63             No          Unf           0          Unf           0   
64             No          GLQ         739          Unf           0   
65             Av          Unf           0          Unf           0   
66             Gd          GLQ         912          Unf           0   
67             Av          GLQ        1013          Unf           0   
68             No          Unf           0          Unf           0   
69             No          BLQ         603          Unf           0   
70             Gd          ALQ        1880          Unf           0   
71             No          ALQ         565          Unf           0   
72             No          Unf           0          Unf           0   
73             No          ALQ         320          BLQ         362   
74             No          Unf           0          Unf           0   
75             Gd          GLQ         462          Unf           0   
76             No          ALQ         228          Unf           0   
77             No          BLQ         336          GLQ          41   
78             No          Unf           0          Unf           0   
79             No          Unf           0          Unf           0   
80             No          Rec         448          Unf           0   
81             No          GLQ        1201          Unf           0   
82             No          GLQ          33          Unf           0   
83             No          Unf           0          Unf           0   
84             No          Unf           0          Unf           0   
85             No          Unf           0          Unf           0   
86             Av          Unf           0          Unf           0   
87             Av          Unf           0          Unf           0   
88             No          Unf           0          Unf           0   
89             No          GLQ         588          Unf           0   
90            NaN          NaN           0          NaN           0   
91             No          Rec         600          Unf           0   
92             No          ALQ         713          Unf           0   
93             Mn          Rec        1046          Unf           0   
94             No          GLQ         648          Unf           0   
95             No          ALQ         310          Unf           0   
96             Av          ALQ        1162          Unf           0   
97             No          Rec         520          Unf           0   
98             No          ALQ         108          Unf           0   
99             No          ALQ         569          Unf           0   
100            Mn          ALQ        1200          Unf           0   
101            No          Unf           0          Unf           0   
102           NaN          NaN           0          NaN           0   
103            No          Unf           0          Unf           0   
104            No          LwQ         224          Unf           0   
105            No          Unf           0          Unf           0   
106            No          Unf           0          Unf           0   
107            No          ALQ         104          BLQ         169   
108            No          Unf           0          Unf           0   
109            No          BLQ         705          Unf           0   
110            No          Rec         444          Unf           0   
111            No          GLQ         250          Unf           0   
112            Av          GLQ         984          Unf           0   
113            Mn          ALQ          35          Rec         869   
114            No          ALQ         774          LwQ         150   
115            No          GLQ         419          Unf           0   
116            No          LwQ         170          BLQ         670   
117            No          Unf           0          Unf           0   
118            Mn          GLQ        1470          Unf           0   
119            No          Unf           0          Unf           0   
120            Gd          ALQ         938          Unf           0   
121            No          Unf           0          Unf           0   
122            No          BLQ         570          Unf           0   
123            No          GLQ         300          Unf           0   
124            No          Unf           0          Unf           0   
125            Av          GLQ         490          Unf           0   
126            No          ALQ         120          Unf           0   
127            No          LwQ         116          Unf           0   
128            No          BLQ         512          Unf           0   
129            No          Rec         567          BLQ          28   
130            No          Rec         445          Unf           0   
131            No          GLQ         695          Unf           0   
132            No          Rec         405          Unf           0   
133            No          GLQ        1005          Unf           0   
134            No          Rec         570          Unf           0   
135            No          Unf           0          Unf           0   
136            No          BLQ         695          Unf           0   
137            No          Unf           0          Unf           0   
138            Mn          GLQ         668          Unf           0   
139            No          GLQ         821          Unf           0   
140            No          ALQ         432          Unf           0   
141            Av          GLQ        1300          Unf           0   
142            No          Rec         507          Unf           0   
143            Gd          GLQ         679          Unf           0   
144            No          Rec        1332          Unf           0   
145            No          Unf           0          Unf           0   
146            No          BLQ         209          Unf           0   
147            No          Unf           0          Unf           0   
148            No          GLQ         680          Unf           0   
149            No          Unf           0          Unf           0   
150            Av          BLQ         716          Unf           0   
151            Gd          GLQ        1400          Unf           0   
152            No          Rec         416          Unf           0   
153            Gd          BLQ         429          ALQ        1080   
154            No          Unf           0          Unf           0   
155            No          Unf           0          Unf           0   
156           NaN          NaN           0          NaN           0   
157            No          Unf           0          Unf           0   
158            No          GLQ         222          Unf           0   
159            Mn          GLQ          57          Unf           0   
160            No          BLQ         660          Unf           0   
161            Av          GLQ        1016          Unf           0   
162            Mn          BLQ        1201          Unf           0   
163            No          Unf           0          Unf           0   
164            Mn          LwQ         370          Unf           0   
165            No          ALQ         351          Rec         181   
166            No          LwQ         379          BLQ         768   
167            No          GLQ        1288          Unf           0   
168            No          Unf           0          Unf           0   
169            No          Unf           0          Unf           0   
170            No          Rec         360          Unf           0   
171            Gd          BLQ         639          Unf           0   
172            No          GLQ         495          Rec         215   
173            No          ALQ         288          Rec         374   
174            No          ALQ        1398          LwQ         208   
175            Av          ALQ         477          Unf           0   
176            No          GLQ         831          Unf           0   
177            No          ALQ          57          BLQ         441   
178            No          GLQ        1904          Unf           0   
179            No          Unf           0          Unf           0   
180            No          GLQ         436          Unf           0   
181            No          LwQ         352          Unf           0   
182           NaN          NaN           0          NaN           0   
183            No          Unf           0          Unf           0   
184            No          Unf           0          Unf           0   
185            Mn          Unf           0          Unf           0   
186            Av          GLQ         611          Unf           0   
187            No          Unf           0          Unf           0   
188            Av          GLQ        1086          Unf           0   
189            Av          GLQ        1153          Unf           0   
190            No          Rec         297          Unf           0   
191            No          ALQ         626          Unf           0   
192            Av          GLQ         560          Unf           0   
193            No          Unf           0          Unf           0   
194            Av          ALQ         390          Unf           0   
195            No          ALQ         566          Unf           0   
196            No          GLQ        1126          Unf           0   
197            No          GLQ        1036          LwQ         184   
198            No          Unf           0          Unf           0   
199            Av          GLQ        1088          Unf           0   
200            No          Unf           0          Unf           0   
201            No          ALQ         641          LwQ         279   
202            No          LwQ         617          Unf           0   
203            Av          GLQ         662          Unf           0   
204            No          LwQ         312          Unf           0   
205            No          Unf           0          Unf           0   
206            No          Unf           0          Unf           0   
207            No          ALQ         419          Rec         306   
208            Gd          GLQ        1065          Unf           0   
209            No          Rec         787          Unf           0   
210            No          Rec         468          Unf           0   
211            Mn          GLQ          36          Unf           0   
212            No          GLQ         822          Unf           0   
213            No          ALQ         716          Unf           0   
214            No          GLQ         378          Unf           0   
215            No          BLQ         360          Unf           0   
216            Mn          GLQ         946          Unf           0   
217            No          Unf           0          Unf           0   
218            No          BLQ         341          Unf           0   
219            Av          GLQ          16          Unf           0   
220            Mn          Unf           0          Unf           0   
221            No          Unf           0          Unf           0   
222            No          ALQ         550          Unf           0   
223            No          ALQ         524          LwQ         180   
224            Gd          GLQ          56          Unf           0   
225            No          Unf           0          Unf           0   
226            No          GLQ         565          Unf           0   
227            No          Rec         321          Unf           0   
228            No          ALQ         842          Unf           0   
229            Av          GLQ          16          Unf           0   
230            No          Unf           0          Unf           0   
231            No          GLQ         689          Unf           0   
232            No          Unf           0          Unf           0   
233            Av          LwQ         182          ALQ         712   
234            No          GLQ         625          Unf           0   
235            No          ALQ         358          Unf           0   
236            Av          GLQ          24          Unf           0   
237            No          BLQ         402          Unf           0   
238            No          Unf           0          Unf           0   
239            No          LwQ          94          Unf           0   
240            Av          GLQ        1078          Unf           0   
241            No          ALQ         329          Unf           0   
242            No          Unf           0          Unf           0   
243            No          Unf           0          Unf           0   
244            No          GLQ         695          Unf           0   
245            Av          GLQ         929          Unf           0   
246            No          Unf           0          Unf           0   
247            No          Unf           0          Unf           0   
248            No          Unf           0          Unf           0   
249            Gd          Rec         697          Unf           0   
250            No          Unf           0          Unf           0   
251            Gd          GLQ        1573          Unf           0   
252            No          Unf           0          Unf           0   
253            Gd          LwQ         270          ALQ         580   
254            No          Rec         922          Unf           0   
255            No          Unf           0          Unf           0   
256            No          Rec         503          Unf           0   
257            No          GLQ        1334          Unf           0   
258            No          GLQ         361          Unf           0   
259           NaN          NaN           0          NaN           0   
260            Gd          Rec         672          ALQ         690   
261            No          Unf           0          Unf           0   
262            Av          ALQ         506          Unf           0   
263            No          LwQ         234          ALQ         692   
264            No          Unf           0          Unf           0   
265            No          GLQ         588          LwQ         228   
266            Av          GLQ         714          Unf           0   
267            No          LwQ         378          Unf           0   
268            No          ALQ         403          Rec         125   
269            No          BLQ         751          Unf           0   
270            Mn          Unf           0          Unf           0   
271            Gd          LwQ         226          GLQ        1063   
272            No          GLQ         524          Unf           0   
273            No          Rec         620          LwQ         620   
274            Gd          ALQ         546          Unf           0   
275            No          Unf           0          Unf           0   
276            No          Unf           0          Unf           0   
277            No          LwQ         120          Unf           0   
278            Gd          Unf           0          Unf           0   
279            No          BLQ         392          Unf           0   
280            Av          GLQ         421          Unf           0   
281            No          GLQ         905          Unf           0   
282            No          GLQ         904          Unf           0   
283            No          Unf           0          Unf           0   
284            No          GLQ         430          Unf           0   
285            No          Unf           0          Unf           0   
286            No          Rec         600          Unf           0   
287            No          BLQ         614          Unf           0   
288            No          BLQ         450          Unf           0   
289            No          Unf           0          Unf           0   
290            Av          Unf           0          Unf           0   
291            No          Rec         210          Unf           0   
292            No          LwQ         292          Unf           0   
293            No          ALQ         795          Unf           0   
294            No          GLQ        1285          Unf           0   
295            Av          GLQ         819          Unf           0   
296            No          BLQ         420          Unf           0   
297            No          BLQ         649          Unf           0   
298            No          ALQ         384          Rec         175   
299            No          Unf           0          Unf           0   
300            Mn          BLQ         841          Unf           0   
301            No          GLQ         281          Unf           0   
302            No          Unf           0          Unf           0   
303            No          ALQ         894          Unf           0   
304            No          Unf           0          Unf           0   
305            No          GLQ        1464          Unf           0   
306            No          ALQ         700          Unf           0   
307            No          Unf           0          Unf           0   
308            No          BLQ         262          Unf           0   
309            Gd          GLQ        1274          Unf           0   
310            No          ALQ         518          Unf           0   
311            No          ALQ         680          Unf           0   
312            Mn          Rec         507          Unf           0   
313            Gd          ALQ        1236          Rec         820   
314            No          LwQ          16          Unf           0   
315            No          GLQ         425          Unf           0   
316            No          GLQ         692          Unf           0   
317            Av          Unf           0          Unf           0   
318            Gd          GLQ         987          Unf           0   
319            Av          GLQ        1036          Unf           0   
320            Av          Unf           0          Unf           0   
321            Av          GLQ         970          Unf           0   
322            Gd          LwQ          28          ALQ        1474   
323            No          ALQ         256          Unf           0   
324            No          Unf           0          Unf           0   
325            Av          BLQ         116          Unf           0   
326            Gd          GLQ        1619          Unf           0   
327            No          Rec         565          Unf           0   
328            No          Unf           0          Unf           0   
329            Mn          Unf           0          Unf           0   
330            No          GLQ          40          Rec         264   
331            No          Rec         846          Unf           0   
332            No          GLQ        1124          NaN         479   
333            Av          GLQ         720          Unf           0   
334            Gd          GLQ         828          Unf           0   
335            Gd          ALQ        1249          BLQ         147   
336            Gd          GLQ        1249          Unf           0   
337            Av          GLQ         810          Unf           0   
338            Mn          ALQ         213          Unf           0   
339            No          Rec         585          Unf           0   
340            No          Unf           0          Unf           0   
341            No          Unf           0          Unf           0   
342           NaN          NaN           0          NaN           0   
343            No          GLQ          28          Unf           0   
344            No          Rec         129          BLQ         232   
345            No          Unf           0          Unf           0   
346            Mn          BLQ         498          Unf           0   
347            No          BLQ        1270          Unf           0   
348            No          GLQ         573          Unf           0   
349            No          GLQ        1410          Unf           0   
350            No          Unf           0          Unf           0   
351            Gd          GLQ        1082          Unf           0   
352            Mn          LwQ         236          Rec         380   
353            No          Unf           0          Unf           0   
354            No          LwQ         388          Unf           0   
355            No          ALQ         334          BLQ         544   
356            No          GLQ         560          Unf           0   
357            No          ALQ         874          Unf           0   
358            Av          BLQ         300          Rec         294   
359            Av          GLQ         956          Unf           0   
360            Av          GLQ         773          Unf           0   
361            No          Rec         399          Unf           0   
362           NaN          NaN           0          NaN           0   
363            No          ALQ         162          Unf           0   
364            Mn          GLQ         712          Unf           0   
365            No          Rec         456          Unf           0   
366            No          BLQ         609          Unf           0   
367            Gd          GLQ         371          Unf           0   
368            No          LwQ         540          Unf           0   
369            No          ALQ          72          Rec         258   
370            No          Unf           0          Unf           0   
371           NaN          NaN           0          NaN           0   
372            No          ALQ         623          LwQ         121   
373            No          BLQ         428          LwQ         180   
374            No          Unf           0          Unf           0   
375            Gd          BLQ         350          Unf           0   
376            Av          GLQ         298          Unf           0   
377            No          Unf           0          Unf           0   
378            Av          GLQ        1445          Unf           0   
379            No          Unf           0          Unf           0   
380            No          LwQ         218          Unf           0   
381            No          Unf           0          Unf           0   
382            Av          Unf           0          Unf           0   
383            No          Unf           0          Unf           0   
384            Av          GLQ         985          Unf           0   
385            No          GLQ          24          Unf           0   
386            No          Unf           0          Unf           0   
387            Av          ALQ         631          Unf           0   
388            No          Unf           0          Unf           0   
389            Av          GLQ        1280          Unf           0   
390            No          Rec         241          BLQ         391   
391            No          ALQ         690          Unf           0   
392           NaN          NaN           0          NaN           0   
393            No          Rec         266          Unf           0   
394            No          Unf           0          Unf           0   
395            Av          BLQ         739          Unf           0   
396            Av          Rec         777          Unf           0   
397            No          ALQ         540          Unf           0   
398            No          Unf           0          Unf           0   
399            No          GLQ         812          Unf           0   
400            No          GLQ         786          Unf           0   
401            Av          GLQ          24          Unf           0   
402            No          Unf           0          Unf           0   
403            No          Unf           0          Unf           0   
404            No          Unf           0          Unf           0   
405            No          BLQ        1116          Unf           0   
406            No          Unf           0          Unf           0   
407            No          Unf           0          Unf           0   
408            No          Unf           0          Unf           0   
409            No          GLQ         789          Unf           0   
410            No          Unf           0          Unf           0   
411            Mn          Rec        1056          Unf           0   
412            Av          GLQ         578          Unf           0   
413            No          Unf           0          Unf           0   
414            No          BLQ          50          GLQ         531   
415            Av          GLQ          24          Unf           0   
416            No          ALQ         209          Unf           0   
417            No          BLQ        1128          Unf           0   
418            No          ALQ         312          Unf           0   
419            No          BLQ         775          Unf           0   
420            Gd          GLQ        1309          Unf           0   
421            No          ALQ        1246          Unf           0   
422            No          Unf           0          Unf           0   
423            No          GLQ         986          Unf           0   
424            No          LwQ         616          Unf           0   
425            No          Unf           0          Unf           0   
426            Gd          GLQ        1518          Unf           0   
427            No          Rec         288          Unf           0   
428            No          GLQ         664          Unf           0   
429            Mn          GLQ        1005          Unf           0   
430            No          ALQ         387          Unf           0   
431            No          Unf           0          Unf           0   
432            No          ALQ         471          Unf           0   
433            No          Unf           0          Unf           0   
434            Av          ALQ         495          Unf           0   
435            Av          GLQ         385          ALQ         344   
436            No          Unf           0          Unf           0   
437            No          Unf           0          Unf           0   
438            No          LwQ         365          Unf           0   
439            Mn          Unf           0          Unf           0   
440            Gd          GLQ        1767          ALQ         539   
441            No          ALQ         133          Unf           0   
442            No          Unf           0          Unf           0   
443            Av          Unf           0          Unf           0   
444            No          GLQ         642          Unf           0   
445            No          Unf           0          Unf           0   
446            No          ALQ         247          Rec         713   
447            No          Unf           0          Unf           0   
448            No          Unf           0          Unf           0   
449            No          ALQ         331          Unf           0   
450            No          Unf           0          Unf           0   
451            Gd          ALQ         655          Unf           0   
452            No          ALQ         742          Unf           0   
453            No          Unf           0          Unf           0   
454            No          ALQ        1606          Unf           0   
455            No          ALQ         916          Unf           0   
456            No          Unf           0          Unf           0   
457            Gd          BLQ        1116          Unf           0   
458            No          Unf           0          Unf           0   
459            No          LwQ         185          Unf           0   
460            No          GLQ         544          Unf           0   
461            No          ALQ         350          BLQ         210   
462            No          Rec         553          BLQ         311   
463            No          LwQ         326          Unf           0   
464            No          Rec         616          Unf           0   
465            No          Unf           0          Unf           0   
466            Gd          GLQ         778          Unf           0   
467            No          LwQ         386          Unf           0   
468            No          Unf           0          Unf           0   
469            No          GLQ         426          Unf           0   
470            Av          GLQ         368          BLQ        1120   
471            No          Unf           0          Unf           0   
472            Gd          GLQ         459          Unf           0   
473            Gd          GLQ        1350          Unf           0   
474            Av          GLQ        1196          Unf           0   
475            No          GLQ         630          Unf           0   
476            Gd          GLQ         994          Unf           0   
477            Av          Unf           0          Unf           0   
478            Gd          GLQ        1288          Unf           0   
479            No          Rec         168          Unf           0   
480            Gd          GLQ        1261          Unf           0   
481            Gd          GLQ        1567          Unf           0   
482            No          ALQ         299          Unf           0   
483            No          GLQ         897          Unf           0   
484            No          ALQ         588          Unf           0   
485            No          ALQ         607          Unf           0   
486            No          ALQ         836          Unf           0   
487            Av          ALQ         998          Unf           0   
488            No          BLQ         664          Unf           0   
489            Av          GLQ         515          Unf           0   
490            Mn          Unf           0          Unf           0   
491            No          BLQ         403          Rec         165   
492            No          Unf           0          Unf           0   
493            No          BLQ         374          LwQ         532   
494            No          Unf           0          Unf           0   
495            No          Rec         495          Unf           0   
496            No          GLQ        1231          Unf           0   
497            No          Rec         329          Unf           0   
498            No          ALQ         450          Unf           0   
...           ...          ...         ...          ...         ...   
961            No          ALQ         896          Unf           0   
962            No          ALQ         556          Unf           0   
963            No          Unf           0          Unf           0   
964            No          GLQ         624          Unf           0   
965            No          Unf           0          Unf           0   
966            No          Rec         428          Unf           0   
967            No          ALQ         902          Unf           0   
968            No          Unf           0          Unf           0   
969            Gd          ALQ         513          Unf           0   
970            No          Unf           0          Unf           0   
971            No          GLQ         567          Unf           0   
972            No          Unf           0          Unf           0   
973            No          Unf           0          Unf           0   
974            No          Unf           0          Unf           0   
975            No          GLQ         641          Unf           0   
976            No          Unf           0          Unf           0   
977            No          GLQ        1106          Unf           0   
978            No          LwQ         552          Unf           0   
979            No          Rec         651          Unf           0   
980            Av          ALQ         867          Unf           0   
981            No          GLQ         854          Unf           0   
982            Av          Unf           0          Unf           0   
983            Mn          Unf           0          Unf           0   
984           NaN          NaN           0          NaN           0   
985            No          ALQ        1040          Unf           0   
986            No          Unf           0          Unf           0   
987            Av          GLQ        1646          Unf           0   
988            No          LwQ         156          Unf           0   
989            No          Unf           0          Unf           0   
990            No          GLQ        1074          Unf           0   
991            No          BLQ         216          Unf           0   
992            Gd          BLQ         536          Rec         117   
993            No          Unf           0          Unf           0   
994            Gd          GLQ        1172          Unf           0   
995            No          ALQ         384          Unf           0   
996            No          Rec         915          Unf           0   
997            No          Unf           0          Unf           0   
998            No          Unf           0          Unf           0   
999            Av          GLQ         686          Unf           0   
1000          NaN          NaN           0          NaN           0   
1001           No          Unf           0          Unf           0   
1002           No          GLQ          24          Unf           0   
1003           No          Unf           0          Unf           0   
1004           No          GLQ          16          Unf           0   
1005           Av          GLQ         595          Unf           0   
1006           No          LwQ        1237          Unf           0   
1007           No          BLQ         273          LwQ         273   
1008           Mn          Unf           0          Unf           0   
1009           No          Unf           0          Unf           0   
1010           No          Unf           0          Unf           0   
1011          NaN          NaN           0          NaN           0   
1012           No          Unf           0          Unf           0   
1013           No          ALQ         247          Rec         465   
1014           No          BLQ         336          Unf           0   
1015           No          GLQ         643          Unf           0   
1016           Gd          GLQ         690          Unf           0   
1017           Av          GLQ        1036          Unf           0   
1018           No          Unf           0          Unf           0   
1019           Gd          GLQ          16          Unf           0   
1020           No          GLQ        1024          Unf           0   
1021           Av          GLQ         684          Unf           0   
1022           No          LwQ         324          Unf           0   
1023           No          GLQ          16          Unf           0   
1024           Av          ALQ        1165          LwQ         400   
1025           No          LwQ         138          Rec         468   
1026           No          Rec         697          Unf           0   
1027           Gd          GLQ        1513          Unf           0   
1028           No          Rec         368          BLQ          41   
1029           No          BLQ         317          Unf           0   
1030           Mn          Unf           0          Unf           0   
1031           No          GLQ         523          Unf           0   
1032           No          GLQ        1012          Unf           0   
1033           No          GLQ         986          Unf           0   
1034           No          Unf           0          Unf           0   
1035          NaN          NaN           0          NaN           0   
1036           Gd          GLQ        1022          Unf           0   
1037           No          Unf           0          Unf           0   
1038           No          Unf           0          Unf           0   
1039           Av          GLQ         509          Unf           0   
1040           No          Rec         168          BLQ         682   
1041           No          GLQ         400          Rec          64   
1042           Av          ALQ         900          Unf           0   
1043           No          GLQ        1085          Unf           0   
1044           No          ALQ        1104          Unf           0   
1045          NaN          NaN           0          NaN           0   
1046           Av          GLQ         240          Unf           0   
1047           No          GLQ         686          Unf           0   
1048          NaN          NaN           0          NaN           0   
1049          NaN          NaN           0          NaN           0   
1050           Av          Unf           0          Unf           0   
1051           Av          Unf           0          Unf           0   
1052           No          Rec         442          Unf           0   
1053           Av          Rec         383          Unf           0   
1054           Mn          GLQ         932          Unf           0   
1055           No          ALQ         644          Unf           0   
1056           Av          GLQ         659          Unf           0   
1057           No          GLQ         595          Unf           0   
1058           Av          GLQ         936          Unf           0   
1059           Mn          Rec         297          LwQ         557   
1060           Mn          GLQ         616          Unf           0   
1061           No          Unf           0          Unf           0   
1062           No          Unf           0          Unf           0   
1063           No          BLQ         397          Unf           0   
1064           Mn          BLQ         740          Rec         230   
1065           Gd          GLQ        1201          Unf           0   
1066           No          Unf           0          Unf           0   
1067           Gd          GLQ         674          LwQ         106   
1068           No          ALQ         837          Unf           0   
1069           No          ALQ         220          Unf           0   
1070           No          BLQ         586          Unf           0   
1071           No          Rec         298          Unf           0   
1072           Mn          Unf           0          Unf           0   
1073           No          BLQ         535          Unf           0   
1074           Av          Unf           0          Unf           0   
1075           No          BLQ         410          Unf           0   
1076           No          ALQ         626          Unf           0   
1077           Mn          BLQ          75          Rec         791   
1078           Mn          GLQ         662          Unf           0   
1079           No          GLQ         495          Unf           0   
1080           No          ALQ         656          Unf           0   
1081           No          ALQ         824          Unf           0   
1082           No          Unf           0          Unf           0   
1083           No          BLQ         553          Unf           0   
1084           No          ALQ         592          Unf           0   
1085           Av          GLQ         747          Unf           0   
1086           No          BLQ         334          Unf           0   
1087           Mn          Unf           0          Unf           0   
1088           No          Unf           0          Unf           0   
1089           No          GLQ        1039          Unf           0   
1090          NaN          NaN           0          NaN           0   
1091           No          BLQ         510          Unf           0   
1092           No          Rec         423          Unf           0   
1093           Mn          GLQ         661          Unf           0   
1094           No          BLQ         248          Rec         240   
1095           No          GLQ          24          Unf           0   
1096           No          Unf           0          Unf           0   
1097           No          Unf           0          Unf           0   
1098           No          BLQ         672          Unf           0   
1099           No          ALQ         704          Unf           0   
1100           No          Rec         290          Unf           0   
1101           No          BLQ         412          LwQ         287   
1102           No          Rec         588          Unf           0   
1103           Mn          ALQ         655          Unf           0   
1104           No          Unf           0          Unf           0   
1105           Av          GLQ        1032          Unf           0   
1106           Mn          GLQ         738          Unf           0   
1107           No          Unf           0          Unf           0   
1108           No          Unf           0          Unf           0   
1109           Mn          GLQ        1039          Unf           0   
1110           No          GLQ         219          Unf           0   
1111           No          ALQ         403          Unf           0   
1112           No          GLQ         708          Unf           0   
1113           No          BLQ         643          Unf           0   
1114           No          Rec         415          Unf           0   
1115           No          GLQ        1004          Unf           0   
1116           No          GLQ         353          Unf           0   
1117           No          BLQ         702          Unf           0   
1118           No          Unf           0          Unf           0   
1119           No          LwQ         369          Unf           0   
1120           No          Unf           0          Unf           0   
1121           Av          GLQ          24          Unf           0   
1122           No          Unf           0          Unf           0   
1123           No          Unf           0          Unf           0   
1124           No          Unf           0          Unf           0   
1125           No          Unf           0          Unf           0   
1126           No          Unf           0          Unf           0   
1127           Av          GLQ        1300          Unf           0   
1128           Av          Unf           0          Unf           0   
1129           Gd          GLQ         936          Unf           0   
1130           No          BLQ         622          Unf           0   
1131           Mn          BLQ         212          Unf           0   
1132           Mn          Unf           0          Unf           0   
1133           No          GLQ         584          Unf           0   
1134           Av          Unf           0          Unf           0   
1135           No          Unf           0          Unf           0   
1136           No          BLQ         280          Unf           0   
1137           No          Unf           0          Unf           0   
1138           Gd          ALQ        1567          Unf           0   
1139           No          BLQ         645          Unf           0   
1140           Mn          ALQ         852          Unf           0   
1141           No          ALQ         381          Unf           0   
1142           Gd          GLQ        1150          Unf           0   
1143           No          GLQ         288          Unf           0   
1144           No          BLQ         348          Unf           0   
1145           No          Unf           0          Unf           0   
1146           No          GLQ        1258          Unf           0   
1147           No          Rec         275          Unf           0   
1148           No          Unf           0          Unf           0   
1149           No          ALQ         624          Unf           0   
1150           No          Unf           0          Unf           0   
1151           No          BLQ         176          Unf           0   
1152           No          ALQ         296          GLQ         547   
1153           Av          ALQ         538          Unf           0   
1154           Gd          ALQ         454          Unf           0   
1155           Gd          ALQ        1157          Unf           0   
1156           Gd          ALQ         633          Unf           0   
1157           No          GLQ         904          Unf           0   
1158           No          Unf           0          Unf           0   
1159           No          ALQ         442          Unf           0   
1160           No          ALQ         311          Unf           0   
1161           No          BLQ         728          Unf           0   
1162           No          BLQ         492          Unf           0   
1163           Av          GLQ        1198          Unf           0   
1164           Gd          ALQ         680          Rec         391   
1165           No          Unf           0          Unf           0   
1166           Av          Unf           0          Unf           0   
1167           No          GLQ         786          Unf           0   
1168           No          Rec         626          Unf           0   
1169           Gd          GLQ        1387          Unf           0   
1170           Av          ALQ         522          Unf           0   
1171           No          ALQ         662          Unf           0   
1172           No          Unf           0          Unf           0   
1173           No          Rec         152          BLQ         469   
1174           No          Rec         503          Unf           0   
1175           No          GLQ         700          Unf           0   
1176           No          ALQ         658          Unf           0   
1177           No          Rec         468          Unf           0   
1178           No          Unf           0          Unf           0   
1179          NaN          NaN           0          NaN           0   
1180           No          LwQ        1216          Unf           0   
1181           Gd          GLQ        1480          Unf           0   
1182           Av          GLQ        2096          Unf           0   
1183           No          Rec         821          Unf           0   
1184           Gd          Rec        1159          Unf           0   
1185           No          BLQ         392          Unf           0   
1186           Mn          BLQ         440          Unf           0   
1187           No          GLQ        1456          Unf           0   
1188           No          Unf           0          Unf           0   
1189           No          Unf           0          Unf           0   
1190           Av          BLQ        1159          Unf           0   
1191           No          Unf           0          Unf           0   
1192           Mn          Unf           0          Unf           0   
1193           No          GLQ         883          Unf           0   
1194           No          ALQ         371          Unf           0   
1195           No          Unf           0          Unf           0   
1196           Av          Unf           0          Unf           0   
1197           No          Unf           0          Unf           0   
1198           No          Unf           0          Unf           0   
1199           No          Rec         547          Unf           0   
1200           No          Unf           0          Unf           0   
1201           Av          Unf           0          Unf           0   
1202           No          Unf           0          Unf           0   
1203           No          Unf           0          Unf           0   
1204           No          ALQ         788          Unf           0   
1205           Mn          ALQ         485          BLQ         177   
1206           No          Rec        1056          Unf           0   
1207           Av          GLQ         340          Unf           0   
1208           No          Rec         504          BLQ         108   
1209           Mn          GLQ        1220          Unf           0   
1210           No          Unf           0          Unf           0   
1211           Av          GLQ         427          Unf           0   
1212           No          Rec         344          Unf           0   
1213           Av          GLQ         648          Unf           0   
1214           Av          BLQ         784          Unf           0   
1215           No          Rec         180          LwQ         374   
1216          NaN          NaN           0          NaN           0   
1217           Mn          GLQ         936          Unf           0   
1218          NaN          NaN           0          NaN           0   
1219           No          Unf           0          Unf           0   
1220           No          Rec         312          LwQ         600   
1221           No          BLQ         250          LwQ         492   
1222           Mn          Rec         196          Unf           0   
1223           No          LwQ         756          Unf           0   
1224           Av          GLQ         724          Unf           0   
1225           Av          GLQ         507          Unf           0   
1226           Mn          Unf           0          Unf           0   
1227           No          ALQ         595          Unf           0   
1228           No          GLQ        1540          Unf           0   
1229           No          ALQ         666          Unf           0   
1230           No          GLQ         498          Rec         211   
1231           Av          ALQ         803          Unf           0   
1232          NaN          NaN           0          NaN           0   
1233           No          Rec        1000          Unf           0   
1234           Av          Unf           0          Unf           0   
1235           Mn          Unf           0          Unf           0   
1236           No          Unf           0          Unf           0   
1237           No          Unf           0          Unf           0   
1238           No          Unf           0          Unf           0   
1239           Av          GLQ         428          Unf           0   
1240           No          GLQ         550          Unf           0   
1241           Av          Unf           0          Unf           0   
1242           Gd          GLQ         885          LwQ         168   
1243           Gd          GLQ        1386          Unf           0   
1244           No          Unf           0          Unf           0   
1245           No          Unf           0          Unf           0   
1246           No          Unf           0          Unf           0   
1247           Av          GLQ         539          Unf           0   
1248           No          Rec         319          Unf           0   
1249           No          BLQ         534          Rec          96   
1250           No          ALQ        1065          Unf           0   
1251           No          Unf           0          Unf           0   
1252           No          BLQ         510          Unf           0   
1253           Gd          LwQ         125          ALQ        1031   
1254           No          Unf           0          Unf           0   
1255           No          LwQ         425          Unf           0   
1256           Gd          GLQ        1314          Unf           0   
1257           No          Unf           0          Unf           0   
1258           Gd          GLQ         655          Unf           0   
1259           No          ALQ         602          LwQ         438   
1260           No          Unf           0          Unf           0   
1261           No          Rec         504          Unf           0   
1262           Av          Unf           0          Unf           0   
1263           No          Unf           0          Unf           0   
1264           No          GLQ         266          Unf           0   
1265           No          GLQ         450          Unf           0   
1266           No          Unf           0          Unf           0   
1267           Gd          Unf           0          Unf           0   
1268           Mn          Rec         192          Unf           0   
1269           No          BLQ         460          Unf           0   
1270           Gd          GLQ        1258          Unf           0   
1271           No          Unf           0          Unf           0   
1272           No          BLQ         560          LwQ         375   
1273           Av          ALQ         719          Unf           0   
1274           No          Unf           0          Unf           0   
1275           No          Rec         220          Unf           0   
1276           No          BLQ         593          Unf           0   
1277           Av          ALQ         528          Unf           0   
1278           No          GLQ         804          Unf           0   
1279           No          Unf           0          Unf           0   
1280           No          GLQ         788          Unf           0   
1281           No          ALQ        1053          Unf           0   
1282           Mn          LwQ         532          Rec         144   
1283           Av          Unf           0          Unf           0   
1284           No          Unf           0          Unf           0   
1285           No          Unf           0          Unf           0   
1286           No          ALQ         569          Rec          81   
1287           Av          Rec         812          Unf           0   
1288           No          GLQ        1158          Unf           0   
1289           Mn          Unf           0          Unf           0   
1290           Av          GLQ        1014          Unf           0   
1291           No          ALQ         231          Unf           0   
1292           No          Unf           0          Unf           0   
1293           No          GLQ         194          Unf           0   
1294           No          Rec         167          Unf           0   
1295           Av          BLQ        1016          Unf           0   
1296           Mn          ALQ         776          Unf           0   
1297           Gd          GLQ         547          Unf           0   
1298           Gd          GLQ        5644          Unf           0   
1299           No          LwQ         340          Rec         906   
1300           No          GLQ         694          Unf           0   
1301           No          BLQ         547          Unf           0   
1302           No          GLQ         740          Unf           0   
1303           Av          Unf           0          Unf           0   
1304           No          Unf           0          Unf           0   
1305           No          GLQ        1572          Unf           0   
1306           No          Unf           0          Unf           0   
1307           No          ALQ         746          Unf           0   
1308           No          GLQ         144          ALQ         608   
1309           No          GLQ        1200          Unf           0   
1310           Av          GLQ        1406          Unf           0   
1311           No          GLQ         925          Unf           0   
1312           No          GLQ         482          Unf           0   
1313           No          Unf           0          Unf           0   
1314           No          Rec         732          Unf           0   
1315           Mn          ALQ         500          LwQ         276   
1316           Gd          Unf           0          Unf           0   
1317           No          Unf           0          Unf           0   
1318           Gd          Unf           0          Unf           0   
1319           No          ALQ         492          Unf           0   
1320           No          ALQ         189          Rec         661   
1321          NaN          NaN           0          NaN           0   
1322           No          GLQ         674          Unf           0   
1323           No          LwQ         280          Unf           0   
1324           Av          Unf           0          Unf           0   
1325           No          Unf           0          Unf           0   
1326           No          Rec         544          Unf           0   
1327           No          ALQ         641          Unf           0   
1328           No          LwQ         493          Unf           0   
1329           No          Unf           0          Unf           0   
1330           Av          Unf           0          Unf           0   
1331           Av          ALQ         483          Unf           0   
1332           Mn          ALQ         690          Unf           0   
1333           No          Unf           0          Unf           0   
1334           No          LwQ         765          Unf           0   
1335           No          ALQ         686          Unf           0   
1336           No          Unf           0          Unf           0   
1337           No          Unf           0          Unf           0   
1338           No          GLQ         700          Unf           0   
1339           Mn          Rec         360          Unf           0   
1340           No          Unf           0          Unf           0   
1341           No          GLQ         814          Unf           0   
1342           No          Unf           0          Unf           0   
1343           No          Unf           0          Unf           0   
1344           No          Unf           0          Unf           0   
1345           No          ALQ         250          Unf           0   
1346           No          BLQ         297          Rec          68   
1347           Gd          GLQ          80          Unf           0   
1348           Gd          GLQ        1443          Unf           0   
1349           No          LwQ         259          Unf           0   
1350           No          LwQ         500          Unf           0   
1351           No          Rec         319          Unf           0   
1352           No          Unf           0          Unf           0   
1353           Av          GLQ         816          Unf           0   
1354           No          GLQ         735          Unf           0   
1355           No          Unf           0          Unf           0   
1356           No          Rec         340          Unf           0   
1357           No          GLQ         734          Unf           0   
1358           No          GLQ         378          Unf           0   
1359           Av          GLQ        1447          Unf           0   
1360           No          Unf           0          Unf           0   
1361           Av          ALQ        1274          Unf           0   
1362           No          Unf           0          Unf           0   
1363           No          Unf           0          Unf           0   
1364           No          Unf           0          Unf           0   
1365           No          GLQ         533          Unf           0   
1366           No          GLQ         633          Unf           0   
1367           No          ALQ         548          Rec         173   
1368           Av          GLQ         685          Unf           0   
1369           Av          BLQ         370          GLQ         972   
1370           No          ALQ         315          Rec         105   
1371           Av          BLQ         831          Unf           0   
1372           Av          GLQ         975          Unf           0   
1373           Gd          GLQ        1282          Unf           0   
1374           No          Unf           0          Unf           0   
1375           Gd          Unf           0          Unf           0   
1376           Mn          Rec         384          Unf           0   
1377           No          LwQ         408          BLQ         420   
1378           No          BLQ         309          Unf           0   
1379           No          Unf           0          Unf           0   
1380           No          Rec         203          Unf           0   
1381           Mn          BLQ         865          Unf           0   
1382           No          Unf           0          Unf           0   
1383           No          Unf           0          Unf           0   
1384           Mn          Rec         204          Unf           0   
1385           No          BLQ         735          Unf           0   
1386           No          BLQ         790          LwQ         469   
1387           No          Rec         168          LwQ         546   
1388           Gd          GLQ        1320          Unf           0   
1389           No          ALQ         375          Unf           0   
1390           Av          GLQ        1400          Unf           0   
1391           No          Unf           0          Unf           0   
1392           Av          ALQ         769          Unf           0   
1393           No          Unf           0          Unf           0   
1394           Av          GLQ        1070          Unf           0   
1395           Gd          Unf           0          Unf           0   
1396           Av          BLQ         353          Rec         334   
1397           Mn          Unf           0          Unf           0   
1398           No          Rec         180          BLQ         352   
1399           No          BLQ         264          Unf           0   
1400           No          Unf           0          Unf           0   
1401           No          GLQ         759          Unf           0   
1402           Av          Unf           0          Unf           0   
1403           Gd          GLQ         929          Unf           0   
1404           No          Unf           0          Unf           0   
1405           Gd          GLQ        1373          Unf           0   
1406           Av          GLQ         656          Unf           0   
1407           No          ALQ         625          Unf           0   
1408           No          Unf           0          Unf           0   
1409           No          Unf           0          Unf           0   
1410           No          GLQ         666          Unf           0   
1411           No          BLQ         120          Unf           0   
1412          NaN          NaN           0          NaN           0   
1413           No          GLQ         976          Unf           0   
1414           No          Unf           0          Unf           0   
1415           No          ALQ         988          Unf           0   
1416           No          Unf           0          Unf           0   
1417           Mn          GLQ         781          Unf           0   
1418           No          BLQ          25          Rec         872   
1419           Av          Rec        1110          Unf           0   
1420           No          ALQ         404          Unf           0   
1421           No          ALQ         360          Unf           0   
1422           Av          GLQ         686          Unf           0   
1423           Av          Unf           0          Unf           0   
1424           No          ALQ         457          Rec         374   
1425           No          Unf           0          Unf           0   
1426           No          GLQ        1000          Unf           0   
1427           No          BLQ         580          Unf           0   
1428           No          BLQ         510          Unf           0   
1429           No          BLQ         678          Unf           0   
1430           Av          Unf           0          Unf           0   
1431           No          LwQ         958          Unf           0   
1432           No          Unf           0          Unf           0   
1433           No          Unf           0          Unf           0   
1434           No          ALQ         936          Unf           0   
1435           No          Unf           0          Unf           0   
1436           No          ALQ         616          Unf           0   
1437           Av          GLQ        1336          Unf           0   
1438           No          GLQ         600          Unf           0   
1439           No          GLQ         315          Rec         110   
1440           No          Unf           0          Unf           0   
1441           Av          GLQ         697          Unf           0   
1442           Av          GLQ         765          Unf           0   
1443           No          Unf           0          Unf           0   
1444           Av          Unf           0          Unf           0   
1445           Gd          LwQ         187          Rec         627   
1446           No          Rec         593          Unf           0   
1447           No          GLQ        1079          Unf           0   
1448           No          Unf           0          Unf           0   
1449           Av          GLQ         553          Unf           0   
1450           No          Unf           0          Unf           0   
1451           No          Unf           0          Unf           0   
1452           Gd          GLQ         547          Unf           0   
1453           No          Unf           0          Unf           0   
1454           No          GLQ         410          Unf           0   
1455           No          Unf           0          Unf           0   
1456           No          ALQ         790          Rec         163   
1457           No          GLQ         275          Unf           0   
1458           Mn          GLQ          49          Rec        1029   
1459           No          BLQ         830          LwQ         290   

      BsmtUnfSF  TotalBsmtSF Heating HeatingQC CentralAir Electrical  \
0           150          856    GasA        Ex          Y      SBrkr   
1           284         1262    GasA        Ex          Y      SBrkr   
2           434          920    GasA        Ex          Y      SBrkr   
3           540          756    GasA        Gd          Y      SBrkr   
4           490         1145    GasA        Ex          Y      SBrkr   
5            64          796    GasA        Ex          Y      SBrkr   
6           317         1686    GasA        Ex          Y      SBrkr   
7           216         1107    GasA        Ex          Y      SBrkr   
8           952          952    GasA        Gd          Y      FuseF   
9           140          991    GasA        Ex          Y      SBrkr   
10          134         1040    GasA        Ex          Y      SBrkr   
11          177         1175    GasA        Ex          Y      SBrkr   
12          175          912    GasA        TA          Y      SBrkr   
13         1494         1494    GasA        Ex          Y      SBrkr   
14          520         1253    GasA        TA          Y      SBrkr   
15          832          832    GasA        Ex          Y      FuseA   
16          426         1004    GasA        Ex          Y      SBrkr   
17            0            0    GasA        TA          Y      SBrkr   
18          468         1114    GasA        Ex          Y      SBrkr   
19          525         1029    GasA        TA          Y      SBrkr   
20         1158         1158    GasA        Ex          Y      SBrkr   
21          637          637    GasA        Ex          Y      FuseF   
22         1777         1777    GasA        Ex          Y      SBrkr   
23          200         1040    GasA        TA          Y      SBrkr   
24          204         1060    GasA        Ex          Y      SBrkr   
25         1566         1566    GasA        Ex          Y      SBrkr   
26          180          900    GasA        TA          Y      SBrkr   
27          486         1704    GasA        Ex          Y      SBrkr   
28          207         1484    GasA        TA          Y      SBrkr   
29          520          520    GasA        Fa          N      SBrkr   
30          649          649    GasA        TA          N      SBrkr   
31         1228         1228    GasA        Gd          Y      SBrkr   
32         1234         1234    GasA        Ex          Y      SBrkr   
33          380         1398    GasA        Gd          Y      SBrkr   
34          408         1561    GasA        Ex          Y      SBrkr   
35         1117         1117    GasA        Ex          Y      SBrkr   
36         1097         1097    GasA        Ex          Y      SBrkr   
37           84         1297    GasA        Gd          Y      SBrkr   
38          326         1057    GasA        TA          Y      SBrkr   
39            0            0    GasA        TA          N      FuseP   
40          445         1088    GasA        Ex          Y      SBrkr   
41          383         1350    GasA        Gd          Y      SBrkr   
42            0          840    GasA        Gd          Y      SBrkr   
43          167          938    GasA        TA          Y      SBrkr   
44          465         1150    GasA        Ex          Y      FuseA   
45         1296         1752    GasA        Ex          Y      SBrkr   
46           83         1434    GasA        Ex          Y      SBrkr   
47         1632         1656    GasA        Ex          Y      SBrkr   
48          736          736    GasA        Gd          Y      SBrkr   
49          192          955    GasA        Ex          Y      SBrkr   
50          612          794    GasA        Gd          Y      SBrkr   
51          816          816    GasA        TA          Y      SBrkr   
52            0          816    GasA        TA          N      SBrkr   
53           32         1842    GasA        Gd          Y      SBrkr   
54            0          384    GasA        TA          Y      SBrkr   
55          935         1425    GasA        Gd          Y      SBrkr   
56          321          970    GasA        Ex          Y      SBrkr   
57          860          860    GasA        Ex          Y      SBrkr   
58         1410         1410    GasA        Ex          Y      SBrkr   
59          148          780    GasA        Ex          Y      SBrkr   
60          217         1158    GasA        Ex          Y      SBrkr   
61          530          530    GasA        TA          N      SBrkr   
62         1346         1370    GasA        Ex          Y      SBrkr   
63          576          576    GasA        Gd          Y      SBrkr   
64          318         1057    GasA        Ex          Y      SBrkr   
65         1143         1143    GasA        Ex          Y      SBrkr   
66         1035         1947    GasA        TA          Y      SBrkr   
67          440         1453    GasA        Ex          Y      SBrkr   
68          747          747    GasA        TA          Y      SBrkr   
69          701         1304    GasW        TA          Y      SBrkr   
70          343         2223    GasA        Ex          Y      SBrkr   
71          280          845    GasA        TA          Y      SBrkr   
72          832          832    GasA        Gd          Y      SBrkr   
73          404         1086    GasA        Gd          Y      SBrkr   
74          840          840    GasA        Gd          N      SBrkr   
75            0          462    GasA        TA          Y      SBrkr   
76          724          952    GasA        Ex          Y      FuseA   
77          295          672    GasA        TA          Y      SBrkr   
78         1768         1768    GasA        TA          N      SBrkr   
79          440          440    GasA        Gd          Y      SBrkr   
80          448          896    GasA        TA          Y      SBrkr   
81           36         1237    GasA        Ex          Y      SBrkr   
82         1530         1563    GasA        Ex          Y      SBrkr   
83         1065         1065    GasA        Gd          Y      SBrkr   
84          384          384    GasA        Gd          Y      SBrkr   
85         1288         1288    GasA        Ex          Y      SBrkr   
86          684          684    GasA        Ex          Y      SBrkr   
87          612          612    GasA        Ex          Y      SBrkr   
88         1013         1013    GasA        TA          N      SBrkr   
89          402          990    GasA        Ex          Y      SBrkr   
90            0            0    GasA        TA          Y      FuseA   
91          635         1235    GasA        TA          Y      SBrkr   
92          163          876    GasA        Ex          Y      SBrkr   
93          168         1214    GasW        Ex          N      SBrkr   
94          176          824    GasA        Ex          Y      SBrkr   
95          370          680    GasA        Gd          Y      SBrkr   
96          426         1588    GasA        Ex          Y      SBrkr   
97          440          960    GasA        TA          Y      FuseF   
98          350          458    GasA        Fa          N      SBrkr   
99          381          950    GasA        Fa          Y      SBrkr   
100         410         1610    GasA        Gd          Y      SBrkr   
101         741          741    GasA        TA          Y      SBrkr   
102           0            0    GasA        TA          Y      SBrkr   
103        1226         1226    GasA        Ex          Y      SBrkr   
104         816         1040    GasA        Ex          Y      FuseF   
105        1053         1053    GasA        Ex          Y      SBrkr   
106         641          641    GasA        Gd          Y      SBrkr   
107         516          789    GasA        Ex          Y      SBrkr   
108         793          793    GasW        TA          N      FuseF   
109        1139         1844    GasA        Ex          Y      SBrkr   
110         550          994    GasA        Gd          Y      SBrkr   
111         134          384    GasA        Ex          Y      SBrkr   
112         280         1264    GasA        Ex          Y      SBrkr   
113         905         1809    GasA        TA          Y      SBrkr   
114         104         1028    GasA        Ex          Y      SBrkr   
115         310          729    GasA        Gd          Y      SBrkr   
116         252         1092    GasA        TA          Y      SBrkr   
117        1125         1125    GasA        Gd          Y      SBrkr   
118         203         1673    GasA        Gd          Y      SBrkr   
119         728          728    GasA        Ex          Y      SBrkr   
120           0          938    GasA        Ex          Y      SBrkr   
121         732          732    GasA        Gd          Y      SBrkr   
122         510         1080    GasA        Gd          Y      SBrkr   
123         899         1199    GasA        Ex          Y      SBrkr   
124        1362         1362    GasA        TA          Y      SBrkr   
125          30          520    GasA        Gd          N      SBrkr   
126         958         1078    GasA        TA          Y      SBrkr   
127         556          672    GasA        Ex          Y      SBrkr   
128         148          660    GasA        TA          Y      SBrkr   
129         413         1008    GasA        TA          Y      FuseA   
130         479          924    GasA        Ex          Y      SBrkr   
131         297          992    GasA        Ex          Y      SBrkr   
132         658         1063    GasA        Gd          Y      SBrkr   
133         262         1267    GasA        Ex          Y      SBrkr   
134         891         1461    GasA        Gd          Y      SBrkr   
135        1304         1304    GasA        Gd          Y      SBrkr   
136         519         1214    GasA        TA          Y      SBrkr   
137        1907         1907    GasA        Gd          Y      SBrkr   
138         336         1004    GasA        Ex          Y      SBrkr   
139         107          928    GasA        Ex          Y      SBrkr   
140         432          864    GasA        TA          Y      SBrkr   
141         434         1734    GasA        Ex          Y      SBrkr   
142         403          910    GasA        Fa          Y      SBrkr   
143         811         1490    GasA        Ex          Y      SBrkr   
144         396         1728    GasA        TA          Y      SBrkr   
145         970          970    GasA        Ex          Y      SBrkr   
146         506          715    GasA        TA          Y      FuseA   
147         884          884    GasA        Ex          Y      SBrkr   
148         400         1080    GasA        Ex          Y      SBrkr   
149         896          896    GasA        Gd          Y      FuseA   
150         253          969    GasA        TA          Y      SBrkr   
151         310         1710    GasA        Ex          Y      SBrkr   
152         409          825    GasA        Gd          Y      SBrkr   
153          93         1602    GasA        Gd          Y      SBrkr   
154        1200         1200    GasA        TA          Y      FuseA   
155         572          572    Grav        Fa          N      FuseF   
156           0            0    GasA        TA          Y      FuseF   
157         774          774    GasA        Ex          Y      SBrkr   
158         769          991    GasA        Ex          Y      SBrkr   
159        1335         1392    GasA        Ex          Y      SBrkr   
160         572         1232    GasA        TA          Y      SBrkr   
161         556         1572    GasA        Ex          Y      SBrkr   
162         340         1541    GasA        Ex          Y      SBrkr   
163         882          882    GasA        Ex          Y      SBrkr   
164         779         1149    GasA        Gd          Y      FuseA   
165         112          644    GasA        Gd          Y      SBrkr   
166         470         1617    GasA        Ex          Y      FuseA   
167         294         1582    GasA        Ex          Y      SBrkr   
168         840          840    GasA        Ex          Y      SBrkr   
169        1686         1686    GasA        TA          Y      SBrkr   
170         360          720    GasA        TA          Y      SBrkr   
171         441         1080    GasA        Fa          Y      SBrkr   
172         354         1064    GasA        Gd          Y      SBrkr   
173         700         1362    GasA        TA          Y      SBrkr   
174           0         1606    GasA        TA          Y      SBrkr   
175         725         1202    GasA        TA          Y      SBrkr   
176         320         1151    GasA        TA          Y      SBrkr   
177         554         1052    GasA        Ex          Y      SBrkr   
178         312         2216    GasA        Ex          Y      SBrkr   
179         968          968    GasA        TA          Y      SBrkr   
180         320          756    GasA        Ex          Y      SBrkr   
181         441          793    GasA        Gd          Y      SBrkr   
182           0            0    GasA        Ex          Y      SBrkr   
183        1362         1362    GasA        Ex          Y      SBrkr   
184         504          504    GasA        Gd          Y      SBrkr   
185        1107         1107    GasA        Ex          Y      SBrkr   
186         577         1188    GasA        Ex          Y      SBrkr   
187         660          660    GasA        Ex          Y      SBrkr   
188           0         1086    GasA        TA          Y      SBrkr   
189         440         1593    GasA        Ex          Y      SBrkr   
190         556          853    GasA        TA          Y      SBrkr   
191          99          725    GasA        Gd          Y      SBrkr   
192         871         1431    GasA        Ex          Y      SBrkr   
193         970          970    GasA        Ex          Y      SBrkr   
194         474          864    GasA        TA          Y      SBrkr   
195         289          855    GasA        TA          Y      SBrkr   
196         600         1726    GasA        Ex          Y      SBrkr   
197         140         1360    GasA        Gd          Y      SBrkr   
198         755          755    GasA        Ex          Y      SBrkr   
199         625         1713    GasA        Ex          Y      SBrkr   
200        1121         1121    GasA        Ex          Y      SBrkr   
201         276         1196    GasA        TA          Y      SBrkr   
202           0          617    GasA        Gd          Y      SBrkr   
203         186          848    GasA        Ex          Y      SBrkr   
204         408          720    GasA        TA          Y      SBrkr   
205        1424         1424    GasA        Ex          Y      SBrkr   
206        1140         1140    GasA        TA          Y      SBrkr   
207         375         1100    GasA        TA          Y      SBrkr   
208          92         1157    GasA        Ex          Y      SBrkr   
209         305         1092    GasA        Ex          Y      SBrkr   
210         396          864    GasA        TA          N      FuseA   
211        1176         1212    GasA        Ex          Y      SBrkr   
212          78          900    GasA        Ex          Y      SBrkr   
213         274          990    GasA        Ex          Y      SBrkr   
214         311          689    GasA        Ex          Y      SBrkr   
215         710         1070    GasA        TA          Y      SBrkr   
216         490         1436    GasA        Ex          Y      SBrkr   
217         686          686    GasA        Fa          N      SBrkr   
218         457          798    GasA        Ex          Y      SBrkr   
219        1232         1248    GasA        Ex          Y      SBrkr   
220        1498         1498    GasA        Ex          Y      SBrkr   
221        1010         1010    GasA        Ex          Y      SBrkr   
222         163          713    GasA        TA          Y      SBrkr   
223         160          864    GasA        Gd          Y      SBrkr   
224        2336         2392    GasA        Ex          Y      SBrkr   
225         630          630    GasA        TA          Y      SBrkr   
226         638         1203    GasA        Ex          Y      SBrkr   
227         162          483    GasA        TA          Y      SBrkr   
228          70          912    GasA        TA          Y      SBrkr   
229        1357         1373    GasA        Ex          Y      SBrkr   
230        1194         1194    GasA        TA          Y      SBrkr   
231         773         1462    GasA        Ex          Y      SBrkr   
232         483          483    GasA        TA          Y      SBrkr   
233           0          894    GasA        TA          Y      SBrkr   
234         235          860    GasA        Ex          Y      SBrkr   
235         125          483    GasA        TA          Y      SBrkr   
236        1390         1414    GasA        Ex          Y      SBrkr   
237         594          996    GasA        Ex          Y      SBrkr   
238        1694         1694    GasA        Ex          Y      SBrkr   
239         641          735    GasA        TA          Y      FuseA   
240         488         1566    GasA        Ex          Y      SBrkr   
241         357          686    GasA        Gd          Y      SBrkr   
242         540          540    GasA        Gd          N      FuseA   
243         626          626    GasA        TA          Y      SBrkr   
244         253          948    GasA        Ex          Y      SBrkr   
245         916         1845    GasA        Gd          Y      SBrkr   
246        1020         1020    GasA        Gd          N      FuseP   
247        1367         1367    GasA        Ex          Y      SBrkr   
248         840          840    GasA        Ex          Y      SBrkr   
249         747         1444    GasA        Gd          Y      SBrkr   
250         728          728    GasA        Ex          Y      SBrkr   
251           0         1573    GasA        Ex          Y      SBrkr   
252         798          798    GasA        Ex          Y      SBrkr   
253         452         1302    GasA        Ex          Y      SBrkr   
254         392         1314    GasA        TA          Y      SBrkr   
255         975          975    GasA        Ex          Y      SBrkr   
256         361          864    GasA        Ex          Y      SBrkr   
257         270         1604    GasA        Ex          Y      SBrkr   
258         602          963    GasA        Ex          Y      SBrkr   
259           0            0    GasA        Gd          Y      FuseA   
260           0         1362    GasA        TA          Y      SBrkr   
261        1482         1482    GasA        Ex          Y      SBrkr   
262           0          506    GasA        TA          Y      SBrkr   
263           0          926    GasA        TA          Y      SBrkr   
264         680          680    GasA        Gd          N      FuseP   
265         606         1422    GasA        TA          Y      SBrkr   
266          88          802    GasA        Gd          Y      SBrkr   
267         342          720    GasA        Ex          Y      SBrkr   
268         212          740    GasA        Ex          Y      SBrkr   
269         392         1143    GasA        TA          Y      SBrkr   
270        1095         1095    GasA        Gd          Y      SBrkr   
271          96         1385    GasA        Ex          Y      SBrkr   
272         628         1152    GasA        Ex          Y      SBrkr   
273           0         1240    GasA        Gd          Y      SBrkr   
274         270          816    GasA        TA          Y      SBrkr   
275         952          952    GasW        Gd          N      SBrkr   
276        1560         1560    GasA        Ex          Y      SBrkr   
277         744          864    GasA        Ex          Y      SBrkr   
278        2121         2121    GasA        Ex          Y      SBrkr   
279         768         1160    GasA        Ex          Y      SBrkr   
280         386          807    GasA        Gd          Y      SBrkr   
281         357         1262    GasA        Gd          Y      SBrkr   
282         410         1314    GasA        Ex          Y      SBrkr   
283        1468         1468    GasA        Ex          Y      SBrkr   
284        1145         1575    GasA        Gd          Y      SBrkr   
285         625          625    GasA        Ex          Y      SBrkr   
286         312          912    GasA        TA          Y      SBrkr   
287         244          858    GasA        TA          Y      SBrkr   
288         432          882    GasA        TA          Y      SBrkr   
289         698          698    GasA        Ex          Y      FuseA   
290        1079         1079    GasA        Ex          Y      SBrkr   
291         570          780    GasA        Ex          N      SBrkr   
292         476          768    GasA        Gd          Y      SBrkr   
293           0          795    GasA        Fa          Y      SBrkr   
294         131         1416    GasA        TA          Y      SBrkr   
295         184         1003    GasA        TA          Y      SBrkr   
296         490          910    GasA        TA          Y      FuseA   
297         326          975    GasA        Ex          Y      SBrkr   
298         143          702    GasA        Gd          Y      SBrkr   
299        1092         1092    GasA        Ex          Y      SBrkr   
300         324         1165    GasA        TA          Y      SBrkr   
301         747         1028    GasA        Ex          Y      SBrkr   
302        1541         1541    GasA        Ex          Y      SBrkr   
303           0          894    GasA        TA          Y      SBrkr   
304        1470         1470    GasA        Ex          Y      SBrkr   
305         536         2000    GasA        Ex          Y      SBrkr   
306           0          700    GasA        Gd          Y      SBrkr   
307         319          319    GasA        TA          Y      FuseA   
308         599          861    GasA        Ex          Y      SBrkr   
309         622         1896    GasA        Ex          Y      SBrkr   
310         179          697    GasA        Gd          Y      SBrkr   
311         292          972    GasA        Ex          Y      SBrkr   
312         286          793    GasA        TA          Y      SBrkr   
313          80         2136    GasW        TA          Y      SBrkr   
314         712          728    GasA        Ex          Y      SBrkr   
315         291          716    GasA        Ex          Y      SBrkr   
316         153          845    GasA        TA          Y      SBrkr   
317        1088         1088    GasA        Ex          Y      SBrkr   
318         360         1347    GasA        Ex          Y      SBrkr   
319         336         1372    GasA        TA          Y      SBrkr   
320        1249         1249    GasA        Ex          Y      SBrkr   
321         166         1136    GasA        Ex          Y      SBrkr   
322           0         1502    GasA        Ex          Y      SBrkr   
323         906         1162    GasA        Ex          Y      SBrkr   
324         710          710    GasA        Ex          Y      SBrkr   
325         604          720    GasA        Po          N      FuseF   
326         100         1719    GasA        Ex          Y      SBrkr   
327         818         1383    GasA        TA          Y      SBrkr   
328         844          844    GasA        Gd          N      FuseA   
329         596          596    GasA        TA          N      SBrkr   
330        1424         1728    GasA        TA          Y      SBrkr   
331         210         1056    GasA        Fa          Y      SBrkr   
332        1603         3206    GasA        Ex          Y      SBrkr   
333         638         1358    GasA        Ex          Y      SBrkr   
334         115          943    GasA        Gd          Y      SBrkr   
335         103         1499    GasA        Ex          Y      SBrkr   
336         673         1922    GasA        Ex          Y      SBrkr   
337         726         1536    GasA        Ex          Y      SBrkr   
338         995         1208    GasA        Ex          Y      SBrkr   
339         630         1215    GasA        TA          Y      FuseA   
340         967          967    GasA        Ex          Y      SBrkr   
341         721          721    GasA        Gd          Y      SBrkr   
342           0            0    Wall        Fa          N      FuseA   
343        1656         1684    GasA        Ex          Y      SBrkr   
344         175          536    GasA        TA          Y      SBrkr   
345         972          972    GasA        Gd          Y      SBrkr   
346         460          958    GasA        TA          Y      SBrkr   
347         208         1478    GasA        Ex          Y      FuseA   
348         191          764    GasA        Ex          Y      SBrkr   
349         438         1848    GasA        Ex          Y      SBrkr   
350        1869         1869    GasA        Ex          Y      SBrkr   
351         371         1453    GasA        Gd          Y      SBrkr   
352           0          616    GasA        TA          N      SBrkr   
353         624          624    GasA        Gd          Y      SBrkr   
354         552          940    GasA        Ex          Y      SBrkr   
355         322         1200    GasA        Ex          Y      SBrkr   
356         598         1158    GasA        Gd          Y      SBrkr   
357         268         1142    GasA        TA          Y      SBrkr   
358         468         1062    GasA        Ex          Y      FuseF   
359         130         1086    GasA        Ex          Y      SBrkr   
360         115          888    GasA        Ex          Y      SBrkr   
361         484          883    GasA        Gd          Y      SBrkr   
362           0            0    GasA        Ex          Y      SBrkr   
363         321          483    GasA        Gd          Y      SBrkr   
364          84          796    GasA        TA          Y      SBrkr   
365         216          672    GasA        Gd          Y      FuseA   
366         785         1394    GasA        Gd          Y      SBrkr   
367         728         1099    GasA        Gd          Y      SBrkr   
368         728         1268    GasA        Gd          Y      SBrkr   
369         733         1063    GasA        Ex          Y      SBrkr   
370         953          953    GasA        Ex          Y      SBrkr   
371           0            0    GasA        TA          Y      SBrkr   
372           0          744    GasA        TA          Y      SBrkr   
373           0          608    GasA        TA          Y      SBrkr   
374         847          847    GasA        Ex          Y      SBrkr   
375         333          683    GasA        Gd          N      FuseA   
376         572          870    GasA        Ex          Y      SBrkr   
377        1580         1580    GasA        Ex          Y      SBrkr   
378         411         1856    GasA        Ex          Y      SBrkr   
379         982          982    GasA        Ex          Y      SBrkr   
380         808         1026    GasA        TA          Y      SBrkr   
381        1293         1293    GasA        Ex          Y      SBrkr   
382         939          939    GasA        Ex          Y      SBrkr   
383         784          784    GasA        TA          N      FuseA   
384         595         1580    GasA        Ex          Y      SBrkr   
385        1232         1256    GasA        Ex          Y      SBrkr   
386         658          658    GasA        TA          Y      SBrkr   
387         410         1041    GasA        Ex          Y      SBrkr   
388        1468         1468    GasA        Ex          Y      SBrkr   
389         402         1682    GasA        Ex          Y      SBrkr   
390         229          861    GasA        Ex          Y      SBrkr   
391         114          804    GasA        Ex          Y      SBrkr   
392           0            0    GasA        TA          Y      SBrkr   
393         522          788    GasA        TA          Y      FuseA   
394         735          735    GasA        Gd          Y      FuseA   
395         405         1144    GasA        TA          Y      SBrkr   
396         117          894    GasA        TA          Y      SBrkr   
397         324          864    GasA        TA          Y      SBrkr   
398         961          961    GasA        Gd          Y        Mix   
399         280         1092    GasA        Ex          Y      SBrkr   
400         474         1260    GasA        Ex          Y      SBrkr   
401        1286         1310    GasA        Ex          Y      SBrkr   
402         672          672    GasA        Ex          Y      SBrkr   
403        1141         1141    GasA        Gd          Y      SBrkr   
404         806          806    GasA        Gd          Y      SBrkr   
405         165         1281    GasA        Ex          Y      SBrkr   
406        1064         1064    GasA        Ex          Y      FuseA   
407         840          840    GasA        Ex          Y      SBrkr   
408        1063         1063    GasA        Ex          Y      SBrkr   
409         245         1034    GasA        Ex          Y      SBrkr   
410        1276         1276    GasA        TA          Y      FuseA   
411           0         1056    GasA        TA          N      SBrkr   
412         892         1470    GasA        Ex          Y      SBrkr   
413        1008         1008    GasA        Gd          Y      FuseA   
414         499         1080    GasA        Ex          Y      SBrkr   
415        1316         1340    GasA        Ex          Y      SBrkr   
416         463          672    GasA        TA          Y      SBrkr   
417         242         1370    GasW        TA          N      FuseA   
418         444          756    GasA        Fa          N      FuseF   
419         281         1056    GasA        Ex          Y      SBrkr   
420          35         1344    GasA        Ex          Y      SBrkr   
421         356         1602    GasA        Gd          Y      SBrkr   
422         988          988    GasA        Ex          Y      FuseA   
423         484         1470    GasA        Gd          Y      SBrkr   
424         580         1196    GasA        Gd          Y      FuseA   
425         651          651    GasA        Gd          Y      SBrkr   
426           0         1518    GasA        Gd          Y      SBrkr   
427         619          907    GasA        Ex          Y      SBrkr   
428         544         1208    GasA        Ex          Y      SBrkr   
429         387         1392    GasA        TA          Y      SBrkr   
430          96          483    GasA        TA          Y      SBrkr   
431         901          901    GasA        Gd          Y      SBrkr   
432         294          765    GasA        Ex          Y      SBrkr   
433         926          926    GasA        Ex          Y      SBrkr   
434         135          630    GasA        Gd          Y      SBrkr   
435          70          799    GasA        Ex          Y      SBrkr   
436         648          648    GasA        TA          Y      FuseA   
437         884          884    GasA        Gd          Y      SBrkr   
438          75          440    GasA        TA          N      SBrkr   
439         684          684    GasA        Gd          Y      SBrkr   
440         788         3094    GasA        Ex          Y      SBrkr   
441        1307         1440    GasA        TA          N      FuseF   
442        1078         1078    GasA        TA          Y      SBrkr   
443        1258         1258    GasA        Ex          Y      SBrkr   
444         273          915    GasA        Ex          Y      SBrkr   
445        1436         1436    GasA        Fa          Y      SBrkr   
446         557         1517    GasA        Ex          Y      SBrkr   
447         930          930    GasA        Gd          Y      SBrkr   
448         780          780    GasA        TA          Y      SBrkr   
449         318          649    GasA        Ex          Y      SBrkr   
450         813          813    GasA        Ex          Y      FuseA   
451         878         1533    GasA        TA          Y      SBrkr   
452         130          872    GasA        Ex          Y      SBrkr   
453         768          768    GasA        Ex          Y      SBrkr   
454         122         1728    GasA        TA          Y      SBrkr   
455         326         1242    GasA        Fa          Y      SBrkr   
456         624          624    GasA        Fa          N      SBrkr   
457         248         1364    GasA        Ex          Y      SBrkr   
458         588          588    GasA        Fa          Y      SBrkr   
459         524          709    GasA        TA          Y      SBrkr   
460         288          832    GasA        Ex          Y      SBrkr   
461           0          560    GasA        Ex          Y      SBrkr   
462           0          864    GasA        Gd          Y      SBrkr   
463         389          715    GasA        Fa          Y      FuseA   
464         424         1040    GasA        TA          Y      SBrkr   
465        1375         1375    GasA        Ex          Y      SBrkr   
466         499         1277    GasA        TA          Y      SBrkr   
467         342          728    GasA        Ex          Y      SBrkr   
468        1626         1626    GasA        Ex          Y      SBrkr   
469         406          832    GasA        Ex          Y      SBrkr   
470           0         1488    GasA        TA          Y      SBrkr   
471         808          808    GasA        TA          Y      SBrkr   
472          88          547    GasA        Ex          Y      SBrkr   
473         626         1976    GasA        Ex          Y      SBrkr   
474         298         1494    GasA        Ex          Y      SBrkr   
475         340          970    GasA        TA          Y      SBrkr   
476         484         1478    GasA        Ex          Y      SBrkr   
477        2153         2153    GasA        Ex          Y      SBrkr   
478         417         1705    GasA        Ex          Y      SBrkr   
479         739          907    GasA        TA          Y      SBrkr   
480         572         1833    GasA        Ex          Y      SBrkr   
481         225         1792    GasA        Ex          Y      SBrkr   
482         611          910    GasA        Ex          Y      SBrkr   
483         319         1216    GasA        Ex          Y      SBrkr   
484         411          999    GasA        Gd          Y      SBrkr   
485         506         1113    GasA        Gd          Y      SBrkr   
486         237         1073    GasA        TA          Y      SBrkr   
487         486         1484    GasA        Gd          Y      SBrkr   
488         290          954    GasA        TA          N      FuseA   
489         115          630    GasA        TA          Y      SBrkr   
490         264          264    GasA        TA          Y      SBrkr   
491         238          806    GasA        TA          Y      FuseA   
492         728          728    GasA        Gd          Y      SBrkr   
493         363         1269    GasA        TA          Y      FuseA   
494         190          190    GasA        Gd          Y      FuseA   
495         225          720    GasA        TA          N      FuseA   
496        1969         3200    GasA        Ex          Y      SBrkr   
497         697         1026    GasA        Ex          Y      SBrkr   
498         414          864    GasA        Ex          Y      SBrkr   
...         ...          ...     ...       ...        ...        ...   
961         434         1330    GasA        TA          Y      SBrkr   
962         248          804    GasA        TA          Y      SBrkr   
963        1800         1800    GasA        Ex          Y      SBrkr   
964         193          817    GasA        Ex          Y      SBrkr   
965         783          783    GasA        Ex          Y      SBrkr   
966         300          728    GasA        Ex          Y      SBrkr   
967         196         1098    GasA        TA          Y      SBrkr   
968         600          600    Grav        Fa          N      SBrkr   
969          75          588    GasA        TA          Y      SBrkr   
970         720          720    GasA        TA          N      FuseA   
971         197          764    GasA        Ex          Y      SBrkr   
972         918          918    GasA        TA          Y      SBrkr   
973        1428         1428    GasA        Ex          Y      SBrkr   
974         728          728    GasA        TA          N      SBrkr   
975          32          673    GasA        Ex          Y      SBrkr   
976         440          440    GasA        TA          Y      FuseA   
977         135         1241    GasA        Ex          Y      SBrkr   
978         342          894    GasA        Ex          Y      SBrkr   
979         470         1121    GasA        TA          Y      SBrkr   
980          77          944    GasA        Gd          Y      SBrkr   
981         371         1225    GasA        Ex          Y      SBrkr   
982        1266         1266    GasA        Ex          Y      SBrkr   
983        1128         1128    GasA        Ex          Y      SBrkr   
984           0            0    GasA        TA          Y      SBrkr   
985         124         1164    GasW        TA          N      SBrkr   
986         485          485    GasA        Gd          Y      SBrkr   
987         284         1930    GasA        Ex          Y      SBrkr   
988         692          848    GasA        TA          Y      SBrkr   
989         770          770    GasA        Ex          Y      SBrkr   
990         322         1396    GasA        Ex          Y      SBrkr   
991         700          916    GasA        Gd          Y      SBrkr   
992         169          822    GasA        Gd          Y      SBrkr   
993         750          750    GasA        Ex          Y      SBrkr   
994         528         1700    GasA        Ex          Y      SBrkr   
995         363          747    GasA        TA          Y      SBrkr   
996         135         1050    GasA        TA          Y      SBrkr   
997        1442         1442    GasA        TA          Y      SBrkr   
998        1007         1007    GasA        Fa          N      SBrkr   
999         501         1187    GasA        Ex          Y      SBrkr   
1000          0            0    GasW        Fa          N      FuseF   
1001        691          691    GasA        Ex          Y      FuseA   
1002       1550         1574    GasA        Ex          Y      SBrkr   
1003       1680         1680    GasA        Fa          Y      SBrkr   
1004       1330         1346    GasA        Ex          Y      SBrkr   
1005        390          985    GasA        TA          Y      SBrkr   
1006        420         1657    GasA        Gd          Y      SBrkr   
1007          0          546    GasA        TA          Y      SBrkr   
1008       1710         1710    GasA        Ex          Y      SBrkr   
1009       1008         1008    GasA        Ex          Y      SBrkr   
1010        720          720    GasA        TA          Y      SBrkr   
1011          0            0    GasA        TA          N      SBrkr   
1012        602          602    GasA        TA          Y      SBrkr   
1013        310         1022    GasW        TA          N      SBrkr   
1014        746         1082    GasA        TA          Y      SBrkr   
1015        167          810    GasA        Ex          Y      SBrkr   
1016        814         1504    GasA        Ex          Y      SBrkr   
1017        184         1220    GasA        Gd          Y      SBrkr   
1018        384          384    GasA        Gd          Y      SBrkr   
1019       1346         1362    GasA        Ex          Y      SBrkr   
1020        108         1132    GasA        Ex          Y      SBrkr   
1021        515         1199    GasA        Ex          Y      SBrkr   
1022        588          912    GasA        Gd          Y      FuseA   
1023       1330         1346    GasA        Ex          Y      SBrkr   
1024          0         1565    GasA        TA          Y      SBrkr   
1025        276          882    GasA        TA          Y      SBrkr   
1026        571         1268    GasA        TA          Y      SBrkr   
1027        125         1638    GasA        Ex          Y      SBrkr   
1028        359          768    GasA        TA          Y      SBrkr   
1029        355          672    GasA        Gd          Y      SBrkr   
1030        686          686    GasA        Gd          Y      SBrkr   
1031        301          824    GasA        Ex          Y      SBrkr   
1032        326         1338    GasA        Ex          Y      SBrkr   
1033        668         1654    GasA        Ex          Y      SBrkr   
1034        920          920    GasA        Ex          Y      SBrkr   
1035          0            0    GasA        Ex          N      SBrkr   
1036        598         1620    GasA        Ex          Y      SBrkr   
1037       1055         1055    GasA        Ex          Y      SBrkr   
1038        546          546    GasA        TA          Y      SBrkr   
1039        121          630    GasA        TA          Y      SBrkr   
1040        284         1134    GasA        Ex          Y      SBrkr   
1041        336          800    GasA        Gd          Y      SBrkr   
1042        406         1306    GasA        Ex          Y      SBrkr   
1043        390         1475    GasA        Ex          Y      SBrkr   
1044       1420         2524    GasA        TA          Y      SBrkr   
1045          0            0    GasA        Ex          Y      FuseA   
1046       1752         1992    GasA        Ex          Y      SBrkr   
1047        304          990    GasA        Ex          Y      SBrkr   
1048          0            0    GasA        TA          Y      SBrkr   
1049          0            0    GasA        Ex          Y      SBrkr   
1050       1302         1302    GasA        Ex          Y      SBrkr   
1051       1316         1316    GasA        Ex          Y      SBrkr   
1052        374          816    GasA        TA          Y      SBrkr   
1053        833         1216    GasA        Ex          Y      FuseA   
1054        133         1065    GasA        Ex          Y      SBrkr   
1055        549         1193    GasA        TA          Y      SBrkr   
1056        705         1364    GasA        Ex          Y      SBrkr   
1057        378          973    GasA        Ex          Y      SBrkr   
1058        168         1104    GasA        Ex          Y      SBrkr   
1059          0          854    GasA        TA          Y      SBrkr   
1060        722         1338    GasA        Ex          Y      SBrkr   
1061        894          894    GasA        TA          Y      SBrkr   
1062        662          662    GasA        TA          N      SBrkr   
1063        706         1103    GasA        Gd          Y      SBrkr   
1064        184         1154    GasA        Ex          Y      SBrkr   
1065        105         1306    GasA        Ex          Y      SBrkr   
1066        799          799    GasA        Gd          Y      SBrkr   
1067          0          780    GasA        TA          Y      SBrkr   
1068        105          942    GasA        Gd          Y      SBrkr   
1069        625          845    GasA        TA          Y      SBrkr   
1070        462         1048    GasA        TA          Y      SBrkr   
1071        429          727    GasA        Ex          Y      SBrkr   
1072        810          810    GasA        Fa          Y      FuseA   
1073        155          690    GasA        TA          Y      SBrkr   
1074       1240         1240    GasA        Ex          Y      SBrkr   
1075        390          800    GasA        TA          Y      SBrkr   
1076        170          796    GasA        Gd          Y      SBrkr   
1077        230         1096    GasA        Ex          Y      SBrkr   
1078        186          848    GasA        Ex          Y      SBrkr   
1079        495          990    GasA        Gd          Y      SBrkr   
1080        602         1258    GasA        Ex          Y      SBrkr   
1081        216         1040    GasA        Fa          Y      SBrkr   
1082       1459         1459    GasA        Ex          Y      SBrkr   
1083        698         1251    GasA        TA          Y      SBrkr   
1084         99          691    GasA        Gd          Y      SBrkr   
1085        189          936    GasA        Ex          Y      SBrkr   
1086        212          546    GasA        TA          Y      SBrkr   
1087       1082         1082    GasA        Ex          Y      SBrkr   
1088        970          970    GasA        Ex          Y      SBrkr   
1089        208         1247    GasA        Ex          Y      SBrkr   
1090          0            0    Wall        Fa          N      FuseA   
1091         90          600    GasA        Ex          Y      SBrkr   
1092        758         1181    GasA        Fa          Y      SBrkr   
1093        203          864    GasA        Gd          Y      SBrkr   
1094        448          936    GasA        Ex          Y      SBrkr   
1095       1290         1314    GasA        Gd          Y      SBrkr   
1096        684          684    GasA        TA          Y      SBrkr   
1097       1074         1074    GasA        Ex          Y      SBrkr   
1098          0          672    GasA        TA          Y      SBrkr   
1099        567         1271    GasA        TA          Y      SBrkr   
1100          0          290    GasA        TA          N      FuseF   
1101        251          950    GasA        TA          Y      SBrkr   
1102        422         1010    GasA        Ex          Y      SBrkr   
1103          0          655    GasA        Ex          Y      SBrkr   
1104        630          630    GasA        TA          Y      SBrkr   
1105        431         1463    GasA        Ex          Y      SBrkr   
1106        172          910    GasA        Gd          Y      SBrkr   
1107        868          868    GasA        Ex          Y      SBrkr   
1108        924          924    GasA        Ex          Y      SBrkr   
1109        797         1836    GasA        Ex          Y      SBrkr   
1110        554          773    GasA        Gd          Y      SBrkr   
1111        400          803    GasA        TA          Y      SBrkr   
1112        108          816    GasA        TA          Y      FuseA   
1113        365         1008    GasA        Gd          Y      SBrkr   
1114        418          833    GasA        Ex          Y      SBrkr   
1115        730         1734    GasA        Ex          Y      SBrkr   
1116         55          408    GasA        Ex          Y      SBrkr   
1117        192          894    GasA        Ex          Y      SBrkr   
1118        533          533    GasA        TA          Y      SBrkr   
1119        671         1040    GasA        TA          Y      FuseA   
1120       1012         1012    GasA        TA          Y      FuseA   
1121       1528         1552    GasA        Ex          Y      SBrkr   
1122        672          672    GasA        Ex          Y      FuseA   
1123        698          698    GasA        Ex          Y      SBrkr   
1124        384          384    GasA        Gd          Y      SBrkr   
1125       1005         1005    GasA        TA          Y      SBrkr   
1126       1373         1373    GasA        Ex          Y      SBrkr   
1127        230         1530    GasA        Ex          Y      SBrkr   
1128        847          847    GasA        Ex          Y      SBrkr   
1129          0          936    GasA        TA          Y      SBrkr   
1130        500         1122    GasA        TA          Y      SBrkr   
1131        762          974    GasA        TA          Y      SBrkr   
1132       1008         1008    GasW        TA          Y      SBrkr   
1133        544         1128    GasA        Ex          Y      SBrkr   
1134        916          916    GasA        Gd          Y      SBrkr   
1135        960          960    GasA        TA          N      SBrkr   
1136        752         1032    GasA        TA          Y      FuseA   
1137        780          780    GasA        Gd          N      SBrkr   
1138          0         1567    GasA        TA          Y      SBrkr   
1139        270          915    GasA        TA          Y      SBrkr   
1140        100          952    GasA        TA          Y      SBrkr   
1141        399          780    GasA        Ex          Y      SBrkr   
1142        316         1466    GasA        Ex          Y      SBrkr   
1143        718         1006    GasA        TA          Y      SBrkr   
1144        324          672    Grav        Fa          N      FuseA   
1145       1042         1042    GasA        Ex          Y      SBrkr   
1146         40         1298    GasA        TA          Y      SBrkr   
1147        429          704    GasA        Ex          Y      SBrkr   
1148        572          572    GasA        TA          Y      SBrkr   
1149         26          650    GasA        Ex          Y      SBrkr   
1150        932          932    GasA        Ex          Y      FuseA   
1151       1290         1466    GasA        TA          Y      SBrkr   
1152        230         1073    GasA        Ex          Y      SBrkr   
1153        278          816    GasA        Ex          Y      SBrkr   
1154        410          864    GasA        TA          Y      SBrkr   
1155        280         1437    GasA        TA          Y      SBrkr   
1156        586         1219    GasA        Gd          Y      SBrkr   
1157        410         1314    GasA        Ex          Y      SBrkr   
1158       1580         1580    GasA        Ex          Y      SBrkr   
1159        459          901    GasA        TA          Y      SBrkr   
1160        544          855    GasA        Fa          Y      SBrkr   
1161        568         1296    GasA        Ex          Y      SBrkr   
1162        402          894    GasA        Gd          Y      SBrkr   
1163          0         1198    GasA        TA          Y      SBrkr   
1164        289         1360    GasA        Ex          Y      SBrkr   
1165       1502         1502    GasA        Ex          Y      SBrkr   
1166       1694         1694    GasA        Ex          Y      SBrkr   
1167        173          959    GasA        Ex          Y      SBrkr   
1168        501         1127    GasA        Ex          Y      SBrkr   
1169        543         1930    GasA        Ex          Y      SBrkr   
1170        574         1096    GasA        TA          Y      SBrkr   
1171        599         1261    GasA        Ex          Y      SBrkr   
1172        625          625    GasA        Ex          Y      SBrkr   
1173        977         1598    GasA        TA          Y      SBrkr   
1174        449          952    GasA        TA          Y      SBrkr   
1175        983         1683    GasA        Ex          Y      SBrkr   
1176        218          876    GasA        TA          Y      SBrkr   
1177        350          818    GasA        TA          Y      SBrkr   
1178        731          731    GasA        Ex          Y      SBrkr   
1179          0            0    GasA        Gd          Y      SBrkr   
1180          0         1216    GasA        Ex          Y      SBrkr   
1181        120         1600    GasA        Ex          Y      SBrkr   
1182        300         2396    GasA        Ex          Y      SBrkr   
1183        299         1120    GasA        Ex          Y      SBrkr   
1184        413         1572    GasA        Gd          Y      SBrkr   
1185        392          784    GasA        Gd          Y      SBrkr   
1186        538          978    GasA        TA          Y      SBrkr   
1187        168         1624    GasA        Ex          Y      SBrkr   
1188        831          831    GasA        Ex          Y      SBrkr   
1189        994          994    GasA        Gd          Y      SBrkr   
1190         90         1249    GasA        Ex          Y      SBrkr   
1191        776          776    GasA        Ex          Y      SBrkr   
1192        702          702    GasA        Gd          Y      SBrkr   
1193        341         1224    GasA        Ex          Y      SBrkr   
1194        292          663    GasA        TA          Y      SBrkr   
1195        728          728    GasA        Ex          Y      SBrkr   
1196        879          879    GasA        Ex          Y      SBrkr   
1197        815          815    GasA        Ex          Y      SBrkr   
1198       1212         1212    GasA        Ex          Y      SBrkr   
1199        504         1051    GasA        Gd          Y      SBrkr   
1200        864          864    GasA        Gd          Y      SBrkr   
1201        866          866    GasA        Ex          Y      SBrkr   
1202        884          884    GasA        Ex          Y      SBrkr   
1203       1630         1630    GasA        Ex          Y      SBrkr   
1204        268         1056    GasA        Ex          Y      SBrkr   
1205       1496         2158    GasA        Gd          Y      SBrkr   
1206          0         1056    GasA        TA          Y      SBrkr   
1207       1342         1682    GasA        Ex          Y      SBrkr   
1208        319          931    GasA        TA          Y      SBrkr   
1209        440         1660    GasA        Ex          Y      SBrkr   
1210       1055         1055    GasA        Ex          Y      SBrkr   
1211        132          559    GasA        Gd          Y      SBrkr   
1212        328          672    GasA        TA          Y      SBrkr   
1213          0          648    GasA        Ex          Y      SBrkr   
1214        141          925    GasA        TA          Y      SBrkr   
1215        340          894    GasA        TA          Y      SBrkr   
1216          0            0    GasA        TA          Y      SBrkr   
1217        364         1300    GasA        Ex          Y      SBrkr   
1218          0            0    GasA        Gd          N      SBrkr   
1219        672          672    GasA        TA          Y      SBrkr   
1220          0          912    GasA        TA          Y      SBrkr   
1221        210          952    GasA        Ex          Y      SBrkr   
1222        844         1040    GasA        Ex          Y      SBrkr   
1223       1380         2136    GasA        TA          N      FuseA   
1224         64          788    GasA        Ex          Y      SBrkr   
1225         81          588    GasA        Ex          Y      SBrkr   
1226        894          894    GasA        Ex          Y      SBrkr   
1227        317          912    GasA        Ex          Y      SBrkr   
1228        162         1702    GasA        Ex          Y      SBrkr   
1229        409         1075    GasA        Gd          Y      SBrkr   
1230        652         1361    GasA        Ex          Y      SBrkr   
1231        303         1106    GasA        TA          Y      SBrkr   
1232          0            0    GasA        TA          Y      SBrkr   
1233        188         1188    GasA        Fa          Y      SBrkr   
1234        940          940    GasA        TA          N      FuseA   
1235        747          747    GasA        Gd          Y      FuseF   
1236        764          764    GasA        Ex          Y      SBrkr   
1237        847          847    GasA        Ex          Y      SBrkr   
1238       1141         1141    GasA        Ex          Y      SBrkr   
1239       1048         1476    GasA        Ex          Y      SBrkr   
1240        334          884    GasA        Ex          Y      SBrkr   
1241       1689         1689    GasA        Ex          Y      SBrkr   
1242          0         1053    GasA        TA          Y      SBrkr   
1243        690         2076    GasA        Ex          Y      SBrkr   
1244        792          792    GasA        Fa          Y      SBrkr   
1245        585          585    GasA        Ex          Y      SBrkr   
1246        756          756    GasA        Ex          Y      SBrkr   
1247        473         1012    GasA        TA          Y      SBrkr   
1248        416          735    OthW        Fa          N      SBrkr   
1249        246          876    GasA        TA          Y      SBrkr   
1250       1045         2110    GasA        Ex          Y      SBrkr   
1251       1405         1405    GasA        Ex          Y      SBrkr   
1252        354          864    GasA        TA          Y      SBrkr   
1253         36         1192    GasA        TA          Y      SBrkr   
1254        746          746    GasA        Ex          Y      SBrkr   
1255        459          884    GasA        TA          Y      FuseA   
1256        672         1986    GasA        Ex          Y      SBrkr   
1257        864          864    GasA        Ex          Y      SBrkr   
1258        201          856    GasA        Ex          Y      SBrkr   
1259         14         1054    GasA        Gd          Y      SBrkr   
1260        841          841    GasA        Ex          Y      SBrkr   
1261        546         1050    GasA        Gd          Y      SBrkr   
1262       1104         1104    GasA        Ex          Y      FuseA   
1263        764          764    GasA        Ex          Y      FuseA   
1264       1139         1405    GasA        Ex          Y      SBrkr   
1265        241          691    GasA        Ex          Y      SBrkr   
1266        925          925    GasA        TA          N      FuseF   
1267       2002         2002    GasA        Ex          Y      SBrkr   
1268        536          728    GasA        Ex          Y      SBrkr   
1269        414          874    GasW        TA          Y      FuseA   
1270         74         1332    GasA        TA          Y      SBrkr   
1271       1489         1489    GasA        Gd          Y      SBrkr   
1272          0          935    GasA        TA          Y      SBrkr   
1273        300         1019    GasA        Gd          Y      SBrkr   
1274        661          661    GasA        Ex          Y      SBrkr   
1275        708          928    GasA        Gd          Y      FuseA   
1276        130          723    GasA        TA          Y      SBrkr   
1277       1152         1680    GasA        Fa          Y      SBrkr   
1278        324         1128    GasA        Ex          Y      SBrkr   
1279        698          698    GasA        TA          Y      FuseA   
1280        785         1573    GasA        Ex          Y      SBrkr   
1281        256         1309    GasA        TA          Y      SBrkr   
1282        364         1040    GasA        TA          Y      SBrkr   
1283        912          912    GasA        TA          Y      SBrkr   
1284        804          804    GasA        Ex          Y      SBrkr   
1285        780          780    GasA        Ex          Y      FuseF   
1286        678         1328    GasA        TA          Y      SBrkr   
1287        812         1624    GasA        Fa          Y      SBrkr   
1288        343         1501    GasA        Ex          Y      SBrkr   
1289       1085         1085    GasA        Ex          Y      SBrkr   
1290        138         1152    GasA        TA          Y      SBrkr   
1291        399          630    GasA        TA          Y      SBrkr   
1292        994          994    GasA        TA          N      SBrkr   
1293        638          832    GasA        TA          Y      SBrkr   
1294        697          864    GasA        TA          Y      SBrkr   
1295         36         1052    GasA        Gd          Y      SBrkr   
1296        344         1120    GasA        Gd          Y      SBrkr   
1297          0          547    GasA        Gd          Y      SBrkr   
1298        466         6110    GasA        Ex          Y      SBrkr   
1299          0         1246    GasA        Ex          Y      SBrkr   
1300        284          978    GasA        Ex          Y      SBrkr   
1301        224          771    GasA        Fa          Y      SBrkr   
1302        425         1165    GasA        Ex          Y      SBrkr   
1303       1616         1616    GasA        Ex          Y      SBrkr   
1304        976          976    GasA        Ex          Y      SBrkr   
1305         80         1652    GasA        Ex          Y      SBrkr   
1306       1368         1368    GasA        Ex          Y      SBrkr   
1307        244          990    GasA        Ex          Y      SBrkr   
1308        172          924    GasA        Ex          Y      SBrkr   
1309         78         1278    GasA        Gd          Y      SBrkr   
1310        496         1902    GasA        TA          Y      SBrkr   
1311        349         1274    GasA        Ex          Y      SBrkr   
1312        971         1453    GasA        Ex          Y      SBrkr   
1313       1393         1393    GasA        Ex          Y      SBrkr   
1314        216          948    GasA        Ex          Y      SBrkr   
1315        176          952    GasA        TA          Y      SBrkr   
1316       1622         1622    GasA        Ex          Y      SBrkr   
1317       1352         1352    GasA        Ex          Y      SBrkr   
1318       1753         1753    GasA        Ex          Y      SBrkr   
1319        372          864    GasA        Ex          Y      SBrkr   
1320        628         1478    GasA        Gd          Y      SBrkr   
1321          0            0   Floor        TA          N      SBrkr   
1322         76          750    GasA        Ex          Y      SBrkr   
1323        140          420    GasA        Gd          Y      SBrkr   
1324       1795         1795    GasA        Ex          Y      SBrkr   
1325        796          796    GasA        Fa          N      SBrkr   
1326          0          544    GasA        Ex          Y      SBrkr   
1327        175          816    GasA        Ex          Y      SBrkr   
1328       1017         1510    GasW        Ex          Y      SBrkr   
1329        935          935    GasA        Gd          Y      SBrkr   
1330       1588         1588    GasA        Ex          Y      SBrkr   
1331        428          911    GasA        Gd          Y      SBrkr   
1332        126          816    GasA        Ex          Y      SBrkr   
1333        803          803    GasA        Ex          Y      SBrkr   
1334          0          765    GasA        TA          Y      SBrkr   
1335        664         1350    GasA        TA          Y      SBrkr   
1336       1656         1656    GasA        TA          Y      SBrkr   
1337        693          693    Grav        Fa          N      FuseA   
1338        216          916    GasA        Ex          Y      SBrkr   
1339        504          864    GasA        Ex          Y      SBrkr   
1340        858          858    GasA        TA          Y      SBrkr   
1341        300         1114    GasA        Ex          Y      SBrkr   
1342       1284         1284    GasA        Ex          Y      SBrkr   
1343        896          896    GasA        Gd          Y      SBrkr   
1344        728          728    GasA        Ex          Y      SBrkr   
1345        710          960    GasA        Gd          Y      FuseA   
1346       1203         1568    GasA        TA          Y      SBrkr   
1347       1652         1732    GasA        Ex          Y      SBrkr   
1348         39         1482    GasA        Ex          Y      SBrkr   
1349        425          684    OthW        Fa          N      SBrkr   
1350        748         1248    GasA        TA          Y      SBrkr   
1351        539          858    GasA        Ex          Y      SBrkr   
1352        698          698    GasA        TA          Y      SBrkr   
1353       1217         2033    GasA        Ex          Y      SBrkr   
1354        257          992    GasA        Ex          Y      SBrkr   
1355        570          570    GasA        Gd          Y      SBrkr   
1356        524          864    GasA        TA          Y      SBrkr   
1357        344         1078    GasA        Ex          Y      SBrkr   
1358        378          756    GasA        Ex          Y      SBrkr   
1359        533         1980    GasA        Ex          Y      SBrkr   
1360        612          612    GasA        Ex          Y      SBrkr   
1361        256         1530    GasA        Ex          Y      SBrkr   
1362        715          715    GasA        Gd          Y      SBrkr   
1363        616          616    GasA        Ex          Y      SBrkr   
1364        600          600    GasA        Ex          Y      SBrkr   
1365        281          814    GasA        Ex          Y      SBrkr   
1366        240          873    GasA        Ex          Y      SBrkr   
1367         36          757    GasA        Ex          Y      SBrkr   
1368        163          848    GasA        Ex          Y      SBrkr   
1369        315         1657    GasA        Ex          Y      SBrkr   
1370        420          840    GasA        Ex          Y      SBrkr   
1371        161          992    GasA        Gd          Y      SBrkr   
1372        133         1108    GasA        Ex          Y      SBrkr   
1373       1351         2633    GasA        Ex          Y      SBrkr   
1374       1026         1026    GasA        Ex          Y      SBrkr   
1375       1571         1571    GasA        Ex          Y      SBrkr   
1376        384          768    GasA        TA          N      SBrkr   
1377        156          984    GasA        Ex          Y      SBrkr   
1378        174          483    GasA        TA          Y      SBrkr   
1379        384          384    GasA        Gd          Y        NaN   
1380        661          864    GasA        TA          N      FuseF   
1381        340         1205    GasA        Ex          Y      SBrkr   
1382        596          596    GasA        Ex          Y      SBrkr   
1383        816          816    GasA        Ex          Y      SBrkr   
1384        356          560    GasA        TA          Y      SBrkr   
1385         61          796    GasA        Gd          Y      SBrkr   
1386        133         1392    GasA        TA          Y      SBrkr   
1387          0          714    GasW        TA          N      SBrkr   
1388        426         1746    GasA        Ex          Y      SBrkr   
1389        360          735    GasA        Ex          Y      SBrkr   
1390        125         1525    GasA        Ex          Y      SBrkr   
1391       1584         1584    GasA        TA          Y      SBrkr   
1392         95          864    GasA        TA          Y      SBrkr   
1393        482          482    GasA        Ex          N      SBrkr   
1394        286         1356    GasA        Ex          Y      SBrkr   
1395       1094         1094    GasA        Ex          Y      SBrkr   
1396         60          747    GasA        TA          Y      SBrkr   
1397        939          939    GasA        Ex          Y      SBrkr   
1398        676         1208    GasA        Gd          Y      FuseA   
1399        712          976    GasA        Ex          Y      SBrkr   
1400        862          862    GasA        TA          Y      SBrkr   
1401         80          839    GasA        Ex          Y      SBrkr   
1402       1286         1286    GasA        Ex          Y      SBrkr   
1403        556         1485    GasA        Ex          Y      SBrkr   
1404        672          672    GasA        TA          Y      SBrkr   
1405        221         1594    GasA        Ex          Y      SBrkr   
1406        112          768    GasA        TA          Y      SBrkr   
1407        208          833    GasA        Ex          Y      SBrkr   
1408        622          622    GasA        Gd          Y      SBrkr   
1409        791          791    GasA        Gd          Y      SBrkr   
1410        278          944    GasA        Ex          Y      SBrkr   
1411        736          856    GasA        Ex          Y      SBrkr   
1412          0            0    Wall        Fa          N      FuseF   
1413        868         1844    GasA        Ex          Y      SBrkr   
1414        833          833    GasA        Gd          Y      SBrkr   
1415        398         1386    GasA        Ex          Y      SBrkr   
1416        777          777    GasA        Gd          Y      SBrkr   
1417        503         1284    GasA        Ex          Y      SBrkr   
1418        247         1144    GasA        TA          Y      SBrkr   
1419        734         1844    GasA        Gd          Y      SBrkr   
1420        304          708    GasA        Gd          Y      SBrkr   
1421        709         1069    GasA        TA          Y      SBrkr   
1422        162          848    GasA        Ex          Y      SBrkr   
1423        697          697    GasA        TA          Y      SBrkr   
1424        193         1024    GasA        TA          Y      SBrkr   
1425       1252         1252    GasA        Ex          Y      SBrkr   
1426        223         1223    GasA        Ex          Y      SBrkr   
1427        333          913    GasA        TA          Y      FuseA   
1428        278          788    GasA        TA          Y      SBrkr   
1429        762         1440    GasA        Ex          Y      SBrkr   
1430        732          732    GasA        Ex          Y      SBrkr   
1431          0          958    GasA        TA          Y      SBrkr   
1432        656          656    GasA        TA          Y      SBrkr   
1433        936          936    GasA        Ex          Y      SBrkr   
1434        190         1126    GasA        Fa          Y      SBrkr   
1435       1319         1319    GasA        TA          Y      SBrkr   
1436        248          864    GasA        TA          Y      SBrkr   
1437        596         1932    GasA        Ex          Y      SBrkr   
1438        312          912    GasA        TA          Y      FuseA   
1439        114          539    GasA        TA          Y      SBrkr   
1440        588          588    GasA        Fa          Y      SBrkr   
1441        151          848    GasA        Ex          Y      SBrkr   
1442        252         1017    GasA        Ex          Y      SBrkr   
1443        952          952    Grav        Fa          N      FuseF   
1444       1422         1422    GasA        Ex          Y      SBrkr   
1445          0          814    GasA        Gd          Y      SBrkr   
1446        595         1188    GasA        TA          Y      SBrkr   
1447        141         1220    GasA        Ex          Y      SBrkr   
1448        560          560    GasA        Gd          N      SBrkr   
1449         77          630    GasA        Ex          Y      SBrkr   
1450        896          896    GasA        TA          Y      SBrkr   
1451       1573         1573    GasA        Ex          Y      SBrkr   
1452          0          547    GasA        Gd          Y      SBrkr   
1453       1140         1140    GasA        Ex          Y      SBrkr   
1454        811         1221    GasA        Ex          Y      SBrkr   
1455        953          953    GasA        Ex          Y      SBrkr   
1456        589         1542    GasA        TA          Y      SBrkr   
1457        877         1152    GasA        Ex          Y      SBrkr   
1458          0         1078    GasA        Gd          Y      FuseA   
1459        136         1256    GasA        Gd          Y      SBrkr   

      1stFlrSF  2ndFlrSF  LowQualFinSF  GrLivArea  BsmtFullBath  BsmtHalfBath  \
0          856       854             0       1710             1             0   
1         1262         0             0       1262             0             1   
2          920       866             0       1786             1             0   
3          961       756             0       1717             1             0   
4         1145      1053             0       2198             1             0   
5          796       566             0       1362             1             0   
6         1694         0             0       1694             1             0   
7         1107       983             0       2090             1             0   
8         1022       752             0       1774             0             0   
9         1077         0             0       1077             1             0   
10        1040         0             0       1040             1             0   
11        1182      1142             0       2324             1             0   
12         912         0             0        912             1             0   
13        1494         0             0       1494             0             0   
14        1253         0             0       1253             1             0   
15         854         0             0        854             0             0   
16        1004         0             0       1004             1             0   
17        1296         0             0       1296             0             0   
18        1114         0             0       1114             1             0   
19        1339         0             0       1339             0             0   
20        1158      1218             0       2376             0             0   
21        1108         0             0       1108             0             0   
22        1795         0             0       1795             0             0   
23        1060         0             0       1060             1             0   
24        1060         0             0       1060             1             0   
25        1600         0             0       1600             0             0   
26         900         0             0        900             0             1   
27        1704         0             0       1704             1             0   
28        1600         0             0       1600             1             0   
29         520         0             0        520             0             0   
30         649       668             0       1317             0             0   
31        1228         0             0       1228             0             0   
32        1234         0             0       1234             0             0   
33        1700         0             0       1700             0             1   
34        1561         0             0       1561             1             0   
35        1132      1320             0       2452             0             0   
36        1097         0             0       1097             0             0   
37        1297         0             0       1297             0             1   
38        1057         0             0       1057             1             0   
39        1152         0             0       1152             0             0   
40        1324         0             0       1324             0             0   
41        1328         0             0       1328             0             1   
42         884         0             0        884             1             0   
43         938         0             0        938             1             0   
44        1150         0             0       1150             1             0   
45        1752         0             0       1752             1             0   
46        1518       631             0       2149             1             0   
47        1656         0             0       1656             0             0   
48         736       716             0       1452             0             0   
49         955         0             0        955             1             0   
50         794       676             0       1470             0             1   
51         816         0           360       1176             0             0   
52         816         0             0        816             1             0   
53        1842         0             0       1842             2             0   
54        1360         0             0       1360             0             0   
55        1425         0             0       1425             0             0   
56         983       756             0       1739             1             0   
57         860       860             0       1720             0             0   
58        1426      1519             0       2945             0             0   
59         780         0             0        780             0             0   
60        1158         0             0       1158             1             0   
61         581       530             0       1111             0             0   
62        1370         0             0       1370             0             0   
63         902       808             0       1710             0             0   
64        1057       977             0       2034             1             0   
65        1143      1330             0       2473             0             0   
66        2207         0             0       2207             1             0   
67        1479         0             0       1479             1             0   
68         747         0             0        747             0             0   
69        1304       983             0       2287             0             0   
70        2223         0             0       2223             1             0   
71         845         0             0        845             1             0   
72         885       833             0       1718             0             0   
73        1086         0             0       1086             1             0   
74         840       765             0       1605             0             0   
75         526       462             0        988             1             0   
76         952         0             0        952             0             0   
77        1072       213             0       1285             1             0   
78        1768         0             0       1768             0             0   
79         682       548             0       1230             0             0   
80        1182       960             0       2142             0             0   
81        1337         0             0       1337             1             0   
82        1563         0             0       1563             0             0   
83        1065         0             0       1065             0             0   
84         804       670             0       1474             0             0   
85        1301      1116             0       2417             0             0   
86         684       876             0       1560             0             0   
87         612       612             0       1224             0             0   
88        1013         0           513       1526             0             0   
89         990         0             0        990             1             0   
90        1040         0             0       1040             0             0   
91        1235         0             0       1235             0             0   
92         964         0             0        964             1             0   
93        1260      1031             0       2291             0             1   
94         905       881             0       1786             1             0   
95         680       790             0       1470             0             0   
96        1588         0             0       1588             0             0   
97         960         0             0        960             1             0   
98         835         0             0        835             0             0   
99        1225         0             0       1225             1             0   
100       1610         0             0       1610             1             0   
101        977       755             0       1732             0             0   
102       1535         0             0       1535             0             0   
103       1226         0             0       1226             0             0   
104       1226       592             0       1818             0             0   
105       1053       939             0       1992             0             0   
106       1047         0             0       1047             0             0   
107        789         0             0        789             0             0   
108        997       520             0       1517             0             0   
109       1844         0             0       1844             0             0   
110       1216       639             0       1855             0             0   
111        774       656             0       1430             0             0   
112       1282      1414             0       2696             1             0   
113       2259         0             0       2259             1             0   
114       1436       884             0       2320             1             0   
115        729       729             0       1458             0             0   
116       1092         0             0       1092             0             1   
117       1125         0             0       1125             0             0   
118       1699      1523             0       3222             1             0   
119        728       728             0       1456             0             0   
120        988         0             0        988             1             0   
121        772       351             0       1123             0             0   
122       1080         0             0       1080             0             0   
123       1199         0             0       1199             0             0   
124       1586         0             0       1586             0             0   
125        520         0           234        754             1             0   
126        958         0             0        958             0             0   
127        840         0             0        840             0             0   
128        660       688             0       1348             0             0   
129       1053         0             0       1053             0             1   
130       1216       941             0       2157             0             0   
131       1022      1032             0       2054             1             0   
132       1327         0             0       1327             1             0   
133       1296         0             0       1296             1             0   
134       1721         0             0       1721             0             0   
135       1682         0             0       1682             0             0   
136       1214         0             0       1214             0             0   
137       1959         0             0       1959             0             0   
138       1004       848             0       1852             0             0   
139        928       836             0       1764             1             0   
140        864         0             0        864             0             0   
141       1734         0             0       1734             1             0   
142        910       475             0       1385             0             0   
143       1501         0             0       1501             1             0   
144       1728         0             0       1728             1             0   
145        970       739             0       1709             0             0   
146        875         0             0        875             1             0   
147        884      1151             0       2035             0             0   
148       1080         0             0       1080             1             0   
149        896       448             0       1344             0             0   
150        969         0             0        969             0             0   
151       1710         0             0       1710             1             0   
152       1097       896             0       1993             0             0   
153       1252         0             0       1252             1             0   
154       1200         0             0       1200             0             0   
155        572       524             0       1096             0             0   
156       1040         0             0       1040             0             0   
157        774      1194             0       1968             0             0   
158        991       956             0       1947             0             0   
159       1392      1070             0       2462             1             0   
160       1232         0             0       1232             0             0   
161       1572      1096             0       2668             1             0   
162       1541         0             0       1541             0             0   
163        882         0             0        882             0             0   
164       1149       467             0       1616             0             0   
165        808       547             0       1355             1             0   
166       1867         0             0       1867             1             0   
167       1610       551             0       2161             1             0   
168        840       880             0       1720             0             0   
169       1707         0             0       1707             0             0   
170        854         0           528       1382             0             0   
171       1656         0             0       1656             1             0   
172       1064       703             0       1767             1             0   
173       1362         0             0       1362             1             0   
174       1651         0             0       1651             1             0   
175       2158         0             0       2158             1             0   
176       1164       896             0       2060             0             1   
177       1252       668             0       1920             1             0   
178       2234         0             0       2234             1             0   
179        968         0             0        968             0             0   
180        769       756             0       1525             0             0   
181        901       901             0       1802             0             0   
182       1340         0             0       1340             0             0   
183       1362       720             0       2082             0             0   
184        936       316             0       1252             0             0   
185       1518      1518           572       3608             0             0   
186       1217         0             0       1217             1             0   
187        808       704           144       1656             0             0   
188       1224         0             0       1224             2             0   
189       1593         0             0       1593             1             0   
190       1549      1178             0       2727             0             0   
191        725       754             0       1479             1             0   
192       1431         0             0       1431             1             0   
193        970       739             0       1709             0             0   
194        864         0             0        864             0             0   
195        855       601             0       1456             0             0   
196       1726         0             0       1726             1             0   
197       1360      1360           392       3112             1             1   
198        929       929           371       2229             0             0   
199       1713         0             0       1713             1             0   
200       1121         0             0       1121             0             0   
201       1279         0             0       1279             0             1   
202        865       445             0       1310             0             0   
203        848         0             0        848             1             0   
204        720       564             0       1284             0             0   
205       1442         0             0       1442             0             0   
206       1696         0             0       1696             0             0   
207       1100         0             0       1100             1             0   
208       1180       882             0       2062             1             0   
209       1092         0             0       1092             1             0   
210        864         0             0        864             1             0   
211       1212         0             0       1212             0             0   
212        932       920             0       1852             1             0   
213        990         0             0        990             0             1   
214        689       703             0       1392             0             0   
215       1236         0             0       1236             0             1   
216       1436         0             0       1436             1             0   
217        810       518             0       1328             0             0   
218       1137       817             0       1954             0             1   
219       1248         0             0       1248             0             0   
220       1498         0             0       1498             0             0   
221       1010      1257             0       2267             0             0   
222        811       741             0       1552             1             0   
223        864         0             0        864             0             0   
224       2392         0             0       2392             0             0   
225        630       672             0       1302             0             0   
226       1214      1306             0       2520             0             0   
227        483       504             0        987             0             0   
228        912         0             0        912             0             0   
229       1555         0             0       1555             0             0   
230       1194         0             0       1194             1             0   
231       1490      1304             0       2794             1             0   
232        483       504             0        987             0             0   
233        894         0             0        894             1             0   
234        860      1100             0       1960             1             0   
235        483       504             0        987             0             0   
236       1414         0             0       1414             0             0   
237       1014       730             0       1744             0             0   
238       1694         0             0       1694             0             0   
239        798       689             0       1487             0             0   
240       1566         0             0       1566             1             0   
241        866         0             0        866             0             0   
242        889       551             0       1440             0             0   
243        626       591             0       1217             0             0   
244       1222       888             0       2110             1             0   
245       1872         0             0       1872             0             1   
246        908      1020             0       1928             0             0   
247       1375         0             0       1375             0             0   
248        840       828             0       1668             0             0   
249       1444       700             0       2144             0             1   
250       1306         0             0       1306             0             0   
251       1625         0             0       1625             1             1   
252        798       842             0       1640             0             0   
253       1302         0             0       1302             0             1   
254       1314         0             0       1314             1             0   
255       1005      1286             0       2291             0             0   
256        864       864             0       1728             0             0   
257       1604         0             0       1604             1             0   
258        963       829             0       1792             0             0   
259        882         0             0        882             0             0   
260       1382         0             0       1382             1             0   
261       1482      1092             0       2574             0             0   
262       1212         0             0       1212             1             0   
263        926         0           390       1316             1             0   
264        764         0             0        764             0             0   
265       1422         0             0       1422             0             0   
266        802       709             0       1511             1             0   
267       1052       720           420       2192             0             0   
268        778         0             0        778             0             0   
269       1113         0             0       1113             1             0   
270       1095       844             0       1939             0             0   
271       1363         0             0       1363             1             0   
272       1164      1106             0       2270             0             0   
273       1632         0             0       1632             1             0   
274        816         0             0        816             0             0   
275        952       596             0       1548             0             0   
276       1560         0             0       1560             0             0   
277        864         0             0        864             0             0   
278       2121         0             0       2121             0             0   
279       1156       866             0       2022             0             0   
280       1175       807             0       1982             0             0   
281       1262         0             0       1262             0             0   
282       1314         0             0       1314             1             0   
283       1468         0             0       1468             0             0   
284       1575         0             0       1575             1             0   
285        625       625             0       1250             0             0   
286       1085       649             0       1734             0             0   
287        858         0             0        858             0             0   
288        900         0             0        900             0             0   
289        698       698             0       1396             0             0   
290       1079       840             0       1919             0             0   
291        936       780             0       1716             1             0   
292       1148       568             0       1716             0             0   
293       1468       795             0       2263             1             0   
294       1644         0             0       1644             1             0   
295       1003         0             0       1003             1             0   
296        910       648             0       1558             0             0   
297        975       975             0       1950             0             0   
298       1041       702             0       1743             0             1   
299       1152         0             0       1152             0             1   
300       1336         0             0       1336             1             0   
301       1210      1242             0       2452             0             0   
302       1541         0             0       1541             0             0   
303        894         0             0        894             1             0   
304       1675      1818             0       3493             0             0   
305       2000         0             0       2000             1             0   
306       1122      1121             0       2243             1             0   
307       1035       371             0       1406             0             0   
308        861         0             0        861             0             0   
309       1944         0             0       1944             1             0   
310        697       804             0       1501             0             0   
311        972         0             0        972             1             0   
312        793       325             0       1118             1             0   
313       2036         0             0       2036             2             0   
314        832       809             0       1641             0             1   
315        716       716             0       1432             1             0   
316       1153      1200             0       2353             1             0   
317       1088       871             0       1959             0             0   
318       1372      1274             0       2646             1             0   
319       1472         0             0       1472             1             0   
320       1249      1347             0       2596             0             0   
321       1136      1332             0       2468             1             0   
322       1553      1177             0       2730             1             0   
323       1163         0             0       1163             1             0   
324       1898      1080             0       2978             0             0   
325        803         0             0        803             0             0   
326       1719         0             0       1719             2             0   
327       1383         0             0       1383             0             0   
328       1445       689             0       2134             0             0   
329        596       596             0       1192             0             0   
330       1728         0             0       1728             0             1   
331       1056         0             0       1056             1             0   
332       1629         0             0       1629             1             0   
333       1358         0             0       1358             1             0   
334        943       695             0       1638             1             0   
335       1619       167             0       1786             2             0   
336       1922         0             0       1922             1             0   
337       1536         0             0       1536             1             0   
338       1621         0             0       1621             1             0   
339       1215         0             0       1215             0             0   
340        993       915             0       1908             0             0   
341        841         0             0        841             0             0   
342       1040         0             0       1040             0             0   
343       1684         0             0       1684             0             0   
344        536       576             0       1112             0             0   
345        972       605             0       1577             0             0   
346        958         0             0        958             0             0   
347       1478         0             0       1478             1             0   
348        764       862             0       1626             1             0   
349       1848       880             0       2728             1             0   
350       1869         0             0       1869             0             0   
351       1453         0             0       1453             1             0   
352        616       495             0       1111             0             1   
353        720         0             0        720             0             0   
354       1192       403             0       1595             0             0   
355       1200         0             0       1200             1             0   
356       1167         0             0       1167             1             0   
357       1142         0             0       1142             1             0   
358       1352         0             0       1352             0             1   
359       1086       838             0       1924             1             0   
360        912         0             0        912             1             0   
361        988       517             0       1505             1             0   
362        495      1427             0       1922             0             0   
363        483       504             0        987             0             0   
364        790       784             0       1574             1             0   
365        672       672             0       1344             0             0   
366       1394         0             0       1394             1             0   
367       1431         0             0       1431             0             1   
368       1268         0             0       1268             0             0   
369       1287         0             0       1287             1             0   
370        953       711             0       1664             0             0   
371       1120       468             0       1588             0             0   
372        752         0             0        752             1             0   
373       1319         0             0       1319             1             0   
374        847      1081             0       1928             0             0   
375        904         0             0        904             1             0   
376        914         0             0        914             0             0   
377       1580       886             0       2466             0             0   
378       1856         0             0       1856             1             0   
379       1007       793             0       1800             0             0   
380       1026       665             0       1691             0             0   
381       1301         0             0       1301             1             0   
382        939       858             0       1797             0             0   
383        784         0             0        784             0             0   
384       1079       874             0       1953             1             0   
385       1269         0             0       1269             0             0   
386        658       526             0       1184             0             0   
387       1125         0             0       1125             1             0   
388       1479         0             0       1479             0             0   
389       1742       590             0       2332             1             0   
390        961       406             0       1367             1             0   
391        804      1157             0       1961             1             0   
392        882         0             0        882             0             0   
393        788         0             0        788             0             0   
394        735       299             0       1034             0             0   
395       1144         0             0       1144             1             0   
396        894         0             0        894             0             0   
397        876       936             0       1812             0             0   
398       1077         0             0       1077             0             0   
399       1112       438             0       1550             1             0   
400       1288         0             0       1288             1             0   
401       1310         0             0       1310             0             0   
402        672         0             0        672             0             0   
403       1165      1098             0       2263             0             0   
404        806       766             0       1572             0             0   
405       1620         0             0       1620             1             0   
406       1166         0           473       1639             0             0   
407        840       840             0       1680             0             0   
408       1071      1101             0       2172             0             0   
409       1050      1028             0       2078             1             0   
410       1276         0             0       1276             0             0   
411       1056         0             0       1056             1             0   
412       1478         0             0       1478             1             0   
413       1028         0             0       1028             0             0   
414       1080      1017             0       2097             0             1   
415       1340         0             0       1340             0             0   
416        672       728             0       1400             0             0   
417       1370      1254             0       2624             1             0   
418        756       378             0       1134             1             0   
419       1056         0             0       1056             1             0   
420       1344         0             0       1344             2             0   
421       1602         0             0       1602             0             1   
422        988         0             0        988             0             0   
423       1470      1160             0       2630             1             0   
424       1196         0             0       1196             1             0   
425        707       682             0       1389             0             0   
426       1644         0             0       1644             1             1   
427        907         0             0        907             0             0   
428       1208         0             0       1208             1             0   
429       1412         0             0       1412             1             0   
430        483       504             0        987             0             0   
431       1088       110             0       1198             0             0   
432        765       600             0       1365             1             0   
433        926       678             0       1604             0             0   
434        630         0             0        630             1             0   
435        827       834             0       1661             1             0   
436        734       384             0       1118             0             0   
437        904         0             0        904             0             0   
438        694         0             0        694             0             0   
439        684       512             0       1196             0             0   
440       2402         0             0       2402             1             0   
441       1440         0             0       1440             0             0   
442       1128       445             0       1573             0             0   
443       1258         0             0       1258             0             0   
444        933       975             0       1908             1             0   
445       1689         0             0       1689             0             0   
446       1888         0             0       1888             0             0   
447        956       930             0       1886             0             0   
448        780       596             0       1376             0             0   
449        679       504             0       1183             0             0   
450        813         0             0        813             0             0   
451       1533         0             0       1533             1             0   
452        888       868             0       1756             1             0   
453        786       804             0       1590             0             0   
454       1728         0             0       1728             2             0   
455       1242         0             0       1242             0             0   
456        624       720             0       1344             0             0   
457       1663         0             0       1663             1             0   
458        833       833             0       1666             0             0   
459        979       224             0       1203             1             0   
460        832      1103             0       1935             1             0   
461        575       560             0       1135             1             0   
462        864         0             0        864             0             0   
463        849       811             0       1660             0             0   
464       1040         0             0       1040             0             0   
465       1414         0             0       1414             0             0   
466       1277         0             0       1277             1             0   
467        888       756             0       1644             0             0   
468       1634         0             0       1634             0             0   
469        832       878             0       1710             0             0   
470       1502         0             0       1502             1             0   
471       1161       808             0       1969             0             0   
472       1072         0             0       1072             1             0   
473       1976         0             0       1976             1             0   
474       1652         0             0       1652             1             0   
475        970         0             0        970             1             0   
476       1493         0             0       1493             1             0   
477       2069       574             0       2643             0             0   
478       1718         0             0       1718             1             0   
479       1131         0             0       1131             0             0   
480       1850         0             0       1850             1             0   
481       1792         0             0       1792             1             0   
482        916       910             0       1826             1             0   
483       1216         0             0       1216             1             0   
484        999         0             0        999             1             0   
485       1113         0             0       1113             0             0   
486       1073         0             0       1073             1             0   
487       1484         0             0       1484             0             0   
488       1766       648             0       2414             0             0   
489        630         0             0        630             1             0   
490        616       688             0       1304             0             0   
491        958       620             0       1578             1             0   
492        728       728             0       1456             0             0   
493       1269         0             0       1269             0             0   
494        886         0             0        886             0             0   
495        720         0             0        720             0             0   
496       3228         0             0       3228             1             0   
497       1133       687             0       1820             1             0   
498        899         0             0        899             0             0   
...        ...       ...           ...        ...           ...           ...   
961       1542      1330             0       2872             1             0   
962        804       744             0       1548             1             0   
963       1800         0             0       1800             0             0   
964        824      1070             0       1894             1             0   
965        783       701             0       1484             0             0   
966        976       332             0       1308             1             0   
967       1098         0             0       1098             1             0   
968        600       368             0        968             0             0   
969       1095         0             0       1095             1             0   
970        720       472             0       1192             0             0   
971        764       862             0       1626             0             0   
972        918         0             0        918             0             0   
973       1428         0             0       1428             0             0   
974       1136       883             0       2019             0             0   
975        673       709             0       1382             1             0   
976        869         0             0        869             0             0   
977       1241         0             0       1241             1             0   
978        894         0             0        894             0             0   
979       1121         0             0       1121             1             0   
980        999         0             0        999             1             0   
981       1276      1336             0       2612             1             0   
982       1266         0             0       1266             0             0   
983       1149      1141             0       2290             0             0   
984       1302       432             0       1734             0             0   
985       1164         0             0       1164             1             0   
986       1001       634             0       1635             0             0   
987       1940         0             0       1940             1             0   
988       1118       912             0       2030             0             0   
989        778       798             0       1576             0             0   
990       1407       985             0       2392             1             0   
991        916       826             0       1742             0             0   
992       1020       831             0       1851             0             0   
993        750       750             0       1500             0             0   
994       1718         0             0       1718             1             0   
995        774       456             0       1230             1             0   
996       1050         0             0       1050             1             0   
997       1442         0             0       1442             0             0   
998       1077         0             0       1077             0             0   
999       1208         0             0       1208             1             0   
1000       944         0             0        944             0             0   
1001       691         0             0        691             0             0   
1002      1574         0             0       1574             0             0   
1003      1680         0             0       1680             0             0   
1004      1504         0             0       1504             0             0   
1005       985         0             0        985             0             0   
1006      1657         0             0       1657             0             1   
1007       546       546             0       1092             0             0   
1008      1710         0             0       1710             0             0   
1009      1008         0           514       1522             0             0   
1010       720       551             0       1271             0             0   
1011      1664         0             0       1664             0             0   
1012       900       602             0       1502             0             0   
1013      1022         0             0       1022             1             0   
1014      1082         0             0       1082             0             0   
1015       810       855             0       1665             1             0   
1016      1504         0             0       1504             1             0   
1017      1360         0             0       1360             1             0   
1018       802       670             0       1472             0             0   
1019      1506         0             0       1506             0             0   
1020      1132         0             0       1132             1             0   
1021      1220         0             0       1220             1             0   
1022       912       336             0       1248             0             0   
1023      1504         0             0       1504             0             0   
1024      2898         0             0       2898             1             0   
1025       882         0             0        882             1             0   
1026      1264         0             0       1264             1             0   
1027      1646         0             0       1646             1             0   
1028       968       408             0       1376             1             0   
1029       672       546             0       1218             0             1   
1030       948       980             0       1928             0             0   
1031      1687       998           397       3082             1             0   
1032      1352      1168             0       2520             1             0   
1033      1654         0             0       1654             1             0   
1034       954         0             0        954             0             0   
1035       845         0             0        845             0             0   
1036      1620         0             0       1620             1             0   
1037      1055      1208             0       2263             0             0   
1038       798       546             0       1344             0             0   
1039       630         0             0        630             1             0   
1040      1803         0             0       1803             1             0   
1041       800       832             0       1632             0             1   
1042      1306         0             0       1306             1             0   
1043      1532       797             0       2329             1             0   
1044      2524         0             0       2524             1             0   
1045      1733         0             0       1733             0             0   
1046      1992       876             0       2868             0             0   
1047       990         0             0        990             0             1   
1048      1771         0             0       1771             0             0   
1049       930         0             0        930             0             0   
1050      1302         0             0       1302             0             0   
1051      1316         0             0       1316             0             0   
1052      1127       850             0       1977             0             1   
1053      1526         0             0       1526             0             0   
1054      1091       898             0       1989             1             0   
1055      1523         0             0       1523             0             1   
1056      1364         0             0       1364             1             0   
1057       979       871             0       1850             0             0   
1058      1130      1054             0       2184             1             0   
1059      1096       895             0       1991             0             0   
1060      1338         0             0       1338             1             0   
1061       894         0             0        894             0             0   
1062      1422       915             0       2337             0             0   
1063      1103         0             0       1103             0             0   
1064      1154         0             0       1154             0             0   
1065      1306       954             0       2260             1             0   
1066       799       772             0       1571             0             0   
1067       798       813             0       1611             1             0   
1068      1291      1230             0       2521             1             0   
1069       893         0             0        893             0             1   
1070      1048         0             0       1048             1             0   
1071       829       727             0       1556             0             0   
1072      1002       454             0       1456             1             1   
1073       698       728             0       1426             0             0   
1074      1240         0             0       1240             0             0   
1075       960       780             0       1740             0             0   
1076      1096       370             0       1466             0             1   
1077      1096         0             0       1096             1             0   
1078       848         0             0        848             1             0   
1079       990         0             0        990             0             0   
1080      1258         0             0       1258             0             1   
1081      1040         0             0       1040             1             0   
1082      1459         0             0       1459             0             0   
1083      1251         0             0       1251             1             0   
1084       691       807             0       1498             0             0   
1085       996         0             0        996             1             0   
1086       546       546             0       1092             0             0   
1087      1082       871             0       1953             0             0   
1088       970       739             0       1709             0             0   
1089      1247         0             0       1247             1             0   
1090      1040         0             0       1040             0             0   
1091       624       628             0       1252             1             0   
1092      1390       304             0       1694             0             0   
1093      1200         0             0       1200             1             0   
1094       936         0             0        936             1             0   
1095      1314         0             0       1314             0             0   
1096       773       582             0       1355             0             0   
1097      1088         0             0       1088             0             0   
1098       757       567             0       1324             0             0   
1099      1601         0             0       1601             0             0   
1100       438         0             0        438             0             0   
1101       950         0             0        950             0             0   
1102      1134         0             0       1134             0             0   
1103      1194         0             0       1194             0             1   
1104       630       672             0       1302             0             0   
1105      1500      1122             0       2622             1             0   
1106      1442         0             0       1442             1             0   
1107       887      1134             0       2021             0             0   
1108       948       742             0       1690             0             0   
1109      1836         0             0       1836             1             0   
1110       773       885             0       1658             1             0   
1111      1098       866             0       1964             0             0   
1112       816         0             0        816             1             0   
1113      1008         0             0       1008             1             0   
1114       833         0             0        833             0             0   
1115      1734         0             0       1734             1             0   
1116       779       640             0       1419             1             0   
1117       894         0             0        894             1             0   
1118      1021       580             0       1601             0             1   
1119      1040         0             0       1040             0             0   
1120      1012         0             0       1012             0             0   
1121      1552         0             0       1552             0             0   
1122       960         0             0        960             0             0   
1123       698         0             0        698             0             1   
1124       812       670             0       1482             0             0   
1125      1005         0             0       1005             0             0   
1126      1555         0             0       1555             0             0   
1127      1530         0             0       1530             1             0   
1128       847      1112             0       1959             0             0   
1129       936         0             0        936             1             0   
1130      1328       653             0       1981             1             0   
1131       974         0             0        974             0             0   
1132      1178      1032             0       2210             0             0   
1133      1142       878             0       2020             0             0   
1134       916       684             0       1600             0             0   
1135       986         0             0        986             0             0   
1136      1032       220             0       1252             0             0   
1137       780       240             0       1020             0             0   
1138      1567         0             0       1567             1             0   
1139      1167         0             0       1167             0             0   
1140       952         0             0        952             1             0   
1141      1088       780             0       1868             1             0   
1142      1466      1362             0       2828             1             0   
1143      1006         0             0       1006             0             0   
1144       672       252             0        924             1             0   
1145      1042       534             0       1576             0             0   
1146      1298         0             0       1298             1             0   
1147       860       704             0       1564             0             0   
1148       572       539             0       1111             0             0   
1149       832       650             0       1482             0             1   
1150       932         0             0        932             0             0   
1151      1466         0             0       1466             0             0   
1152      1811         0             0       1811             0             0   
1153       816         0             0        816             0             0   
1154       902       918             0       1820             0             0   
1155      1437         0             0       1437             1             0   
1156      1265         0             0       1265             0             1   
1157      1314         0             0       1314             1             0   
1158      1580         0             0       1580             0             0   
1159       943       933             0       1876             0             0   
1160       855       601             0       1456             0             0   
1161      1640         0             0       1640             1             0   
1162       894         0             0        894             0             0   
1163      1258         0             0       1258             2             0   
1164      1432         0             0       1432             1             0   
1165      1502         0             0       1502             0             0   
1166      1694         0             0       1694             0             0   
1167       959       712             0       1671             1             0   
1168      1236       872             0       2108             0             0   
1169      1831      1796             0       3627             1             0   
1170      1118         0             0       1118             1             0   
1171      1261         0             0       1261             1             0   
1172       625       625             0       1250             0             0   
1173      1636       971           479       3086             0             0   
1174      1170      1175             0       2345             0             0   
1175      2129       743             0       2872             0             0   
1176       923         0             0        923             1             0   
1177       818       406             0       1224             0             0   
1178       820       523             0       1343             0             0   
1179      1124         0             0       1124             0             0   
1180      1298      1216             0       2514             0             0   
1181      1652         0             0       1652             1             1   
1182      2411      2065             0       4476             1             0   
1183      1130         0             0       1130             1             0   
1184      1572         0             0       1572             1             0   
1185       949       272             0       1221             1             0   
1186      1014       685             0       1699             1             0   
1187      1624         0             0       1624             1             0   
1188       831       829             0       1660             0             0   
1189      1028       776             0       1804             0             0   
1190      1622         0             0       1622             1             0   
1191       764       677             0       1441             0             0   
1192       842       630             0       1472             0             0   
1193      1224         0             0       1224             1             0   
1194       663       689             0       1352             0             0   
1195       728       728             0       1456             0             0   
1196       879       984             0       1863             0             0   
1197       815       875             0       1690             0             0   
1198      1212         0             0       1212             0             0   
1199      1382         0             0       1382             0             0   
1200       864         0             0        864             0             0   
1201       866       913             0       1779             0             0   
1202       884       464             0       1348             1             0   
1203      1630         0             0       1630             0             0   
1204      1074         0             0       1074             1             0   
1205      2196         0             0       2196             0             0   
1206      1056         0             0       1056             1             0   
1207      1700         0             0       1700             1             0   
1208      1283         0             0       1283             1             0   
1209      1660         0             0       1660             1             0   
1210      1055       790             0       1845             0             0   
1211      1080       672             0       1752             0             0   
1212       672         0             0        672             1             0   
1213       960         0             0        960             1             1   
1214       999         0             0        999             1             0   
1215       894         0             0        894             0             0   
1216      1318       584             0       1902             0             0   
1217      1314         0             0       1314             1             0   
1218       672       240             0        912             0             0   
1219       672       546             0       1218             0             0   
1220       912         0             0        912             0             0   
1221      1211         0             0       1211             0             0   
1222      1168       678             0       1846             0             0   
1223      2136         0             0       2136             0             0   
1224       788       702             0       1490             1             0   
1225      1138         0             0       1138             0             1   
1226       894      1039             0       1933             0             0   
1227       912         0             0        912             1             0   
1228      1702         0             0       1702             1             0   
1229      1507         0             0       1507             0             0   
1230      1361      1259             0       2620             0             0   
1231      1190         0             0       1190             1             0   
1232      1224         0             0       1224             0             0   
1233      1188         0             0       1188             1             0   
1234      1024       940             0       1964             0             0   
1235       892       892             0       1784             0             0   
1236       764       862             0       1626             0             0   
1237       847      1101             0       1948             0             0   
1238      1141         0             0       1141             0             0   
1239      1484         0             0       1484             0             0   
1240       884       884             0       1768             1             0   
1241      1689         0             0       1689             0             0   
1242      1173         0             0       1173             1             0   
1243      2076         0             0       2076             1             0   
1244       792       725             0       1517             0             0   
1245      1140       728             0       1868             0             0   
1246       756       797             0       1553             0             0   
1247      1034         0             0       1034             1             0   
1248      1134       924             0       2058             0             0   
1249       988         0             0        988             0             0   
1250      2110         0             0       2110             1             0   
1251      1405         0             0       1405             0             0   
1252       874         0             0        874             1             0   
1253      1516       651             0       2167             1             0   
1254       760       896             0       1656             0             0   
1255       959       408             0       1367             0             0   
1256      1987         0             0       1987             1             0   
1257       864         0             0        864             0             0   
1258      1166         0             0       1166             1             0   
1259      1054         0             0       1054             1             0   
1260       892       783             0       1675             0             0   
1261      1050         0             0       1050             0             0   
1262      1104       684             0       1788             1             0   
1263      1060       764             0       1824             0             0   
1264      1337         0             0       1337             1             0   
1265       713       739             0       1452             1             0   
1266       964       925             0       1889             0             0   
1267      2018         0             0       2018             0             0   
1268      1968      1479             0       3447             0             0   
1269       874       650             0       1524             0             0   
1270      1332       192             0       1524             2             0   
1271      1489         0             0       1489             0             0   
1272       935         0             0        935             1             0   
1273      1357         0             0       1357             1             0   
1274       661       589             0       1250             0             0   
1275       928       992             0       1920             0             0   
1276       735       660             0       1395             0             1   
1277      1724         0             0       1724             1             0   
1278      1128       903             0       2031             1             0   
1279       698       430             0       1128             0             0   
1280      1573         0             0       1573             1             0   
1281      1339         0             0       1339             1             0   
1282      1040         0             0       1040             0             0   
1283       912       912             0       1824             0             0   
1284      1699       748             0       2447             0             0   
1285       825       587             0       1412             0             0   
1286      1328         0             0       1328             1             0   
1287      1582         0             0       1582             0             1   
1288      1659         0             0       1659             1             0   
1289      1120       850             0       1970             0             0   
1290      1152         0             0       1152             1             0   
1291       630       672             0       1302             0             0   
1292      1378       994             0       2372             0             0   
1293       832       832             0       1664             0             0   
1294       864         0             0        864             1             0   
1295      1052         0             0       1052             1             0   
1296      1128         0             0       1128             1             0   
1297      1072         0             0       1072             1             0   
1298      4692       950             0       5642             2             0   
1299      1246         0             0       1246             1             0   
1300      1005       978             0       1983             0             0   
1301       753       741             0       1494             0             0   
1302      1203      1323             0       2526             1             0   
1303      1616         0             0       1616             0             0   
1304       976       732             0       1708             0             0   
1305      1652         0             0       1652             1             0   
1306      1368         0             0       1368             0             0   
1307       990         0             0        990             1             0   
1308      1122         0             0       1122             1             0   
1309      1294         0             0       1294             1             0   
1310      1902         0             0       1902             1             0   
1311      1274         0             0       1274             1             0   
1312      1453      1357             0       2810             0             0   
1313      1422      1177             0       2599             0             0   
1314       948         0             0        948             1             0   
1315      1092      1020             0       2112             0             0   
1316      1630         0             0       1630             1             0   
1317      1352         0             0       1352             0             0   
1318      1787         0             0       1787             0             0   
1319       948         0             0        948             0             0   
1320      1478         0             0       1478             1             0   
1321       720         0             0        720             0             0   
1322      1061       862             0       1923             1             0   
1323       708         0             0        708             0             0   
1324      1795         0             0       1795             0             0   
1325       796         0             0        796             0             0   
1326       774         0             0        774             0             0   
1327       816         0             0        816             0             1   
1328      1584      1208             0       2792             0             0   
1329       955       677             0       1632             0             0   
1330      1588         0             0       1588             0             0   
1331       954         0             0        954             0             0   
1332       816         0             0        816             1             0   
1333       803       557             0       1360             0             0   
1334       765       600             0       1365             0             0   
1335      1334         0             0       1334             0             1   
1336      1656         0             0       1656             0             0   
1337       693         0             0        693             0             0   
1338       920       941             0       1861             1             0   
1339       864         0             0        864             0             0   
1340       872         0             0        872             0             0   
1341      1114         0             0       1114             1             0   
1342      1284       885             0       2169             0             0   
1343      1172       741             0       1913             0             0   
1344       728       728             0       1456             0             0   
1345       960         0             0        960             0             0   
1346      2156         0             0       2156             0             0   
1347      1776         0             0       1776             1             0   
1348      1494         0             0       1494             1             0   
1349       938      1215           205       2358             0             0   
1350      1338      1296             0       2634             1             1   
1351       858       858             0       1716             0             0   
1352       786       390             0       1176             0             0   
1353      2053      1185             0       3238             1             0   
1354       992       873             0       1865             1             0   
1355      1222       698             0       1920             0             0   
1356       892         0             0        892             0             0   
1357      1078         0             0       1078             1             0   
1358       769       804             0       1573             0             0   
1359      1980         0             0       1980             1             0   
1360       990      1611             0       2601             0             0   
1361      1530         0             0       1530             1             0   
1362      1281       457             0       1738             0             0   
1363       616       796             0       1412             0             0   
1364       520       600            80       1200             0             0   
1365       814       860             0       1674             1             0   
1366       882       908             0       1790             1             0   
1367       925       550             0       1475             0             0   
1368       848         0             0        848             1             0   
1369      1668         0             0       1668             1             0   
1370       840       534             0       1374             0             0   
1371      1661         0             0       1661             1             0   
1372      1108       989             0       2097             1             0   
1373      2633         0             0       2633             1             0   
1374      1026       932             0       1958             0             0   
1375      1571         0             0       1571             0             0   
1376       790         0             0        790             0             0   
1377       984       620             0       1604             0             0   
1378       483       504             0        987             0             0   
1379       754       640             0       1394             0             0   
1380       864         0             0        864             1             0   
1381      2117         0             0       2117             0             0   
1382       998       764             0       1762             1             0   
1383      1416         0             0       1416             0             0   
1384       698       560             0       1258             0             0   
1385       796       358             0       1154             1             0   
1386      1392      1392             0       2784             1             0   
1387      1664       862             0       2526             0             0   
1388      1746         0             0       1746             1             0   
1389       869       349             0       1218             0             1   
1390      1525         0             0       1525             1             0   
1391      1584         0             0       1584             0             0   
1392       900         0             0        900             1             0   
1393      1221       691             0       1912             0             0   
1394      1500         0             0       1500             1             0   
1395      1133      1349             0       2482             0             0   
1396      1687         0             0       1687             1             0   
1397       939       574             0       1513             0             0   
1398      1136       768             0       1904             1             0   
1399      1160       448             0       1608             0             0   
1400       950       208             0       1158             0             0   
1401       864       729             0       1593             1             0   
1402      1294         0             0       1294             0             0   
1403      1464         0             0       1464             1             0   
1404       694       520             0       1214             0             0   
1405      1646         0             0       1646             1             1   
1406       768         0             0        768             1             0   
1407       833         0             0        833             1             0   
1408       741       622             0       1363             0             0   
1409      1236       857             0       2093             0             0   
1410       944       896             0       1840             1             0   
1411      1112       556             0       1668             0             0   
1412      1040         0             0       1040             0             0   
1413      1844         0             0       1844             1             0   
1414      1053       795             0       1848             0             0   
1415      1569         0             0       1569             0             1   
1416      1246      1044             0       2290             0             0   
1417      1310      1140             0       2450             1             0   
1418      1144         0             0       1144             1             0   
1419      1844         0             0       1844             1             0   
1420       708       708             0       1416             0             0   
1421      1069         0             0       1069             0             0   
1422       848         0             0        848             1             0   
1423      1575       626             0       2201             0             0   
1424      1344         0             0       1344             1             0   
1425      1252         0             0       1252             0             0   
1426      1223       904             0       2127             1             0   
1427      1048       510             0       1558             1             0   
1428       804         0             0        804             1             0   
1429      1440         0             0       1440             0             0   
1430       734      1104             0       1838             0             0   
1431       958         0             0        958             0             0   
1432       968         0             0        968             0             0   
1433       962       830             0       1792             1             0   
1434      1126         0             0       1126             1             0   
1435      1537         0             0       1537             1             0   
1436       864         0             0        864             0             0   
1437      1932         0             0       1932             1             0   
1438      1236         0             0       1236             1             0   
1439      1040       685             0       1725             0             0   
1440      1423       748           384       2555             0             0   
1441       848         0             0        848             1             0   
1442      1026       981             0       2007             1             0   
1443       952         0             0        952             0             0   
1444      1422         0             0       1422             0             0   
1445       913         0             0        913             1             0   
1446      1188         0             0       1188             0             0   
1447      1220       870             0       2090             1             0   
1448       796       550             0       1346             0             0   
1449       630         0             0        630             1             0   
1450       896       896             0       1792             0             0   
1451      1578         0             0       1578             0             0   
1452      1072         0             0       1072             1             0   
1453      1140         0             0       1140             0             0   
1454      1221         0             0       1221             1             0   
1455       953       694             0       1647             0             0   
1456      2073         0             0       2073             1             0   
1457      1188      1152             0       2340             0             0   
1458      1078         0             0       1078             1             0   
1459      1256         0             0       1256             1             0   

      FullBath  HalfBath  BedroomAbvGr  KitchenAbvGr KitchenQual  \
0            2         1             3             1          Gd   
1            2         0             3             1          TA   
2            2         1             3             1          Gd   
3            1         0             3             1          Gd   
4            2         1             4             1          Gd   
5            1         1             1             1          TA   
6            2         0             3             1          Gd   
7            2         1             3             1          TA   
8            2         0             2             2          TA   
9            1         0             2             2          TA   
10           1         0             3             1          TA   
11           3         0             4             1          Ex   
12           1         0             2             1          TA   
13           2         0             3             1          Gd   
14           1         1             2             1          TA   
15           1         0             2             1          TA   
16           1         0             2             1          TA   
17           2         0             2             2          TA   
18           1         1             3             1          Gd   
19           1         0             3             1          TA   
20           3         1             4             1          Gd   
21           1         0             3             1          Gd   
22           2         0             3             1          Gd   
23           1         0             3             1          TA   
24           1         0             3             1          Gd   
25           2         0             3             1          Gd   
26           1         0             3             1          Gd   
27           2         0             3             1          Gd   
28           1         0             2             1          TA   
29           1         0             1             1          Fa   
30           1         0             3             1          TA   
31           1         1             3             1          Gd   
32           2         0             3             1          Gd   
33           1         1             4             1          Gd   
34           2         0             2             1          Ex   
35           3         1             4             1          Gd   
36           1         1             3             1          TA   
37           1         0             3             1          TA   
38           1         0             3             1          Gd   
39           2         0             2             2          Fa   
40           2         0             3             1          TA   
41           1         1             2             1          TA   
42           1         0             2             1          Gd   
43           1         0             3             1          TA   
44           1         0             3             1          TA   
45           2         0             2             1          Ex   
46           1         1             1             1          Gd   
47           2         0             3             1          Gd   
48           2         0             2             3          TA   
49           1         0             3             1          TA   
50           2         0             3             1          TA   
51           1         0             3             1          TA   
52           1         0             2             1          TA   
53           0         1             0             1          Gd   
54           1         0             3             1          TA   
55           2         0             3             1          TA   
56           2         1             3             1          Gd   
57           2         1             3             1          Gd   
58           3         1             3             1          Gd   
59           1         0             2             1          TA   
60           1         1             3             1          Gd   
61           1         0             3             1          Fa   
62           2         0             2             1          Gd   
63           2         0             3             1          TA   
64           2         1             3             1          Gd   
65           2         1             4             1          Gd   
66           2         0             3             1          TA   
67           2         0             3             1          Gd   
68           1         0             2             1          TA   
69           2         0             3             1          TA   
70           2         0             3             1          TA   
71           1         0             2             1          TA   
72           2         1             3             1          TA   
73           1         0             3             1          TA   
74           2         0             3             2          TA   
75           1         0             2             1          TA   
76           1         0             2             1          TA   
77           1         0             2             1          TA   
78           2         0             4             2          TA   
79           1         1             2             1          TA   
80           2         1             4             1          Gd   
81           2         0             2             1          TA   
82           2         0             3             1          Gd   
83           1         1             3             1          TA   
84           2         1             3             1          TA   
85           2         1             4             1          Gd   
86           2         1             3             1          Gd   
87           2         1             2             1          Gd   
88           1         0             2             1          Fa   
89           1         0             3             1          TA   
90           1         0             2             1          TA   
91           1         0             2             1          TA   
92           1         0             2             1          TA   
93           2         0             4             2          TA   
94           2         1             3             1          Gd   
95           2         1             3             1          TA   
96           2         0             3             1          Gd   
97           1         0             3             1          TA   
98           1         0             2             1          TA   
99           1         1             3             1          TA   
100          2         0             3             1          Gd   
101          2         1             3             1          Gd   
102          2         0             4             2          TA   
103          2         0             3             1          Gd   
104          1         1             4             1          TA   
105          2         1             3             1          Gd   
106          1         0             2             1          TA   
107          1         0             2             1          TA   
108          2         0             3             1          Fa   
109          2         0             3             1          TA   
110          2         0             4             1          TA   
111          2         1             3             1          TA   
112          2         1             4             1          Ex   
113          2         0             3             1          Gd   
114          2         1             3             1          Gd   
115          2         1             2             1          TA   
116          1         0             3             1          TA   
117          1         1             2             1          TA   
118          3         0             5             1          Gd   
119          2         1             3             1          Gd   
120          1         0             1             1          TA   
121          1         0             3             1          TA   
122          1         0             3             1          TA   
123          2         0             2             1          Gd   
124          2         0             3             1          TA   
125          1         0             2             1          TA   
126          2         0             2             1          TA   
127          1         0             3             1          TA   
128          1         1             3             1          TA   
129          1         1             3             1          Ex   
130          2         1             4             1          Gd   
131          2         1             3             1          Gd   
132          1         0             3             1          Gd   
133          2         0             2             1          Gd   
134          2         1             3             1          TA   
135          2         0             3             1          TA   
136          2         0             3             1          TA   
137          3         0             5             2          TA   
138          2         1             3             1          Gd   
139          2         1             3             1          Gd   
140          1         0             3             1          TA   
141          2         0             3             1          Gd   
142          2         0             4             1          TA   
143          2         0             3             1          Gd   
144          2         0             6             2          TA   
145          2         0             3             1          Gd   
146          1         0             2             1          TA   
147          2         1             3             1          Gd   
148          1         0             3             1          Gd   
149          1         0             3             1          TA   
150          1         1             3             1          TA   
151          2         0             2             1          Gd   
152          2         1             4             1          TA   
153          1         0             1             1          TA   
154          1         0             4             1          TA   
155          1         0             2             1          TA   
156          1         0             2             1          TA   
157          2         1             4             1          Ex   
158          2         1             3             1          Gd   
159          2         1             4             1          Gd   
160          2         0             3             1          TA   
161          2         1             3             1          Ex   
162          2         0             3             1          Gd   
163          1         0             1             1          TA   
164          2         0             3             1          Gd   
165          2         0             4             2          TA   
166          1         0             2             1          TA   
167          1         1             3             1          Ex   
168          2         1             3             1          Gd   
169          2         1             2             1          TA   
170          1         1             2             1          TA   
171          1         0             3             1          TA   
172          2         0             2             1          Gd   
173          1         1             3             1          TA   
174          2         0             3             1          TA   
175          2         0             4             1          Gd   
176          2         1             4             1          TA   
177          2         0             4             1          Gd   
178          2         0             1             1          Ex   
179          1         0             2             1          TA   
180          2         1             3             1          Gd   
181          1         1             4             1          TA   
182          1         0             3             1          TA   
183          2         1             3             1          Gd   
184          1         0             3             1          TA   
185          2         1             4             1          Ex   
186          2         0             3             1          Gd   
187          2         1             3             1          TA   
188          0         2             2             2          TA   
189          1         1             0             1          Ex   
190          2         1             3             1          Gd   
191          1         1             4             1          Gd   
192          2         0             3             1          Gd   
193          2         0             3             1          Gd   
194          1         0             3             1          TA   
195          2         1             3             1          TA   
196          2         0             3             1          Ex   
197          2         0             4             1          Gd   
198          1         0             5             1          TA   
199          2         0             3             1          Ex   
200          2         0             2             1          TA   
201          2         0             3             1          TA   
202          2         0             2             1          TA   
203          1         0             1             1          Gd   
204          1         1             2             1          TA   
205          2         0             3             1          TA   
206          1         1             3             1          TA   
207          1         0             3             1          TA   
208          2         1             3             1          TA   
209          1         0             3             1          TA   
210          1         0             2             1          TA   
211          2         0             3             1          Gd   
212          2         1             3             1          Gd   
213          1         0             3             1          TA   
214          1         1             3             1          TA   
215          1         0             2             1          Gd   
216          2         0             3             1          Gd   
217          1         0             3             1          TA   
218          1         1             3             1          Gd   
219          2         0             2             1          Gd   
220          2         0             2             1          Gd   
221          2         1             4             1          Gd   
222          2         1             3             1          TA   
223          1         0             2             1          TA   
224          2         0             3             1          Ex   
225          2         1             3             1          TA   
226          2         1             4             1          Gd   
227          1         1             2             1          TA   
228          1         0             3             1          TA   
229          2         0             2             1          Gd   
230          1         0             3             1          TA   
231          2         1             4             1          Ex   
232          1         1             2             1          TA   
233          1         0             3             1          TA   
234          2         1             4             1          Gd   
235          1         1             2             1          TA   
236          2         0             3             1          Gd   
237          2         1             3             1          Gd   
238          2         0             3             1          Gd   
239          1         1             3             1          TA   
240          2         0             3             1          Gd   
241          1         0             2             1          Gd   
242          1         0             3             1          TA   
243          1         1             3             1          TA   
244          2         1             3             1          Gd   
245          2         0             3             1          TA   
246          2         0             4             2          Fa   
247          1         0             2             1          TA   
248          2         1             3             1          Gd   
249          2         0             4             1          Gd   
250          1         0             3             1          Fa   
251          2         0             2             1          Gd   
252          2         1             3             1          Gd   
253          2         0             3             1          Gd   
254          1         0             3             1          TA   
255          2         1             4             1          Gd   
256          2         1             3             1          Gd   
257          2         1             3             1          Gd   
258          2         1             3             1          Gd   
259          1         0             2             1          TA   
260          1         0             3             1          TA   
261          2         1             3             1          Ex   
262          1         0             3             1          TA   
263          1         0             3             1          TA   
264          1         0             2             1          TA   
265          2         0             3             1          Gd   
266          2         1             3             1          TA   
267          2         1             4             1          Gd   
268          1         0             2             1          TA   
269          1         1             3             1          TA   
270          2         1             3             1          Gd   
271          1         0             2             1          TA   
272          2         1             4             1          Gd   
273          2         0             3             1          TA   
274          1         0             2             1          TA   
275          2         1             3             1          Ex   
276          2         0             3             1          Gd   
277          1         0             2             1          TA   
278          2         1             3             1          Ex   
279          2         1             4             1          TA   
280          2         1             3             1          Gd   
281          2         0             2             1          Gd   
282          2         0             2             1          Gd   
283          2         0             3             1          Gd   
284          2         0             2             1          Gd   
285          2         1             2             1          Gd   
286          1         1             3             1          Gd   
287          1         0             3             1          TA   
288          1         0             3             1          TA   
289          1         0             3             1          TA   
290          2         1             3             1          Gd   
291          2         0             6             1          Fa   
292          1         1             3             1          TA   
293          2         1             3             1          Gd   
294          1         0             3             1          TA   
295          1         0             3             1          TA   
296          1         1             4             1          TA   
297          2         1             3             1          Gd   
298          1         2             3             1          TA   
299          1         0             3             1          Gd   
300          1         0             2             1          TA   
301          2         1             4             1          Gd   
302          2         0             3             1          Gd   
303          1         0             3             1          TA   
304          3         0             3             1          Gd   
305          2         0             3             1          Gd   
306          2         1             4             1          Gd   
307          1         0             3             1          Fa   
308          1         0             1             1          TA   
309          2         0             3             1          Ex   
310          2         1             3             1          Gd   
311          1         0             2             1          TA   
312          1         0             3             1          TA   
313          2         0             3             1          TA   
314          1         1             3             1          Ex   
315          2         1             3             1          Gd   
316          2         1             4             1          Ex   
317          2         1             3             1          Gd   
318          2         1             4             1          Gd   
319          2         0             3             1          TA   
320          3         1             4             1          Gd   
321          2         1             4             1          Gd   
322          2         1             4             1          Gd   
323          1         0             3             1          TA   
324          2         1             5             1          Gd   
325          1         0             2             1          TA   
326          1         1             1             1          Gd   
327          1         1             3             1          TA   
328          2         0             5             1          Gd   
329          1         0             3             1          TA   
330          2         0             6             2          TA   
331          1         0             3             1          TA   
332          2         0             3             1          Gd   
333          2         0             2             1          Gd   
334          2         1             3             1          TA   
335          2         0             3             1          TA   
336          2         0             3             1          Gd   
337          2         0             3             1          Gd   
338          2         0             3             1          Gd   
339          1         0             3             1          TA   
340          2         1             4             1          Gd   
341          1         0             2             1          TA   
342          2         0             2             2          TA   
343          2         0             2             1          Ex   
344          1         1             3             1          TA   
345          1         0             3             1          Fa   
346          1         0             2             1          TA   
347          2         0             3             1          TA   
348          2         1             2             1          Gd   
349          2         1             4             1          Ex   
350          2         0             2             1          Ex   
351          1         1             2             1          Gd   
352          1         0             3             1          TA   
353          1         0             2             1          TA   
354          1         0             2             1          TA   
355          2         0             3             1          Gd   
356          2         0             3             1          Gd   
357          1         1             3             1          TA   
358          1         0             3             1          Gd   
359          2         1             3             1          Gd   
360          1         0             2             1          TA   
361          1         0             3             1          TA   
362          3         0             4             1          Gd   
363          1         1             2             1          Gd   
364          2         1             3             1          TA   
365          1         0             3             1          TA   
366          1         1             3             1          TA   
367          1         0             3             1          TA   
368          1         0             2             1          TA   
369          1         0             3             1          Gd   
370          2         1             3             1          TA   
371          2         0             4             1          TA   
372          1         0             2             1          TA   
373          1         0             3             1          TA   
374          2         1             4             1          Gd   
375          0         1             1             1          Fa   
376          1         0             2             1          TA   
377          3         0             4             1          Gd   
378          1         1             1             1          Ex   
379          2         1             3             1          TA   
380          2         0             3             1          Gd   
381          2         0             2             1          Gd   
382          2         1             3             1          Gd   
383          1         0             2             1          TA   
384          2         1             3             1          Gd   
385          2         0             2             1          Gd   
386          1         0             5             1          TA   
387          1         0             3             1          TA   
388          2         0             3             1          Gd   
389          2         1             3             1          Ex   
390          1         0             4             1          TA   
391          2         1             3             1          Gd   
392          1         0             3             1          TA   
393          1         0             2             1          TA   
394          1         0             2             1          TA   
395          1         0             3             1          TA   
396          1         0             2             1          TA   
397          2         0             4             1          TA   
398          1         0             2             1          TA   
399          2         0             2             1          Gd   
400          1         1             1             1          Ex   
401          2         0             3             1          Gd   
402          1         0             2             1          TA   
403          2         1             4             1          Gd   
404          2         1             3             1          TA   
405          2         0             3             1          TA   
406          1         0             3             1          TA   
407          2         0             4             1          TA   
408          2         1             3             1          Gd   
409          2         1             3             1          Ex   
410          1         0             3             1          TA   
411          1         0             3             1          TA   
412          2         1             2             1          Gd   
413          1         0             2             1          TA   
414          2         1             3             1          Gd   
415          2         0             3             1          Gd   
416          1         1             3             1          TA   
417          2         1             4             1          TA   
418          1         1             3             1          TA   
419          1         0             3             1          TA   
420          2         0             2             2          TA   
421          2         0             3             1          Gd   
422          1         0             2             1          TA   
423          2         1             4             1          Gd   
424          1         0             2             1          TA   
425          1         1             3             1          TA   
426          2         0             2             1          Gd   
427          1         0             3             1          TA   
428          2         0             2             1          Gd   
429          2         0             3             1          Gd   
430          1         1             2             1          TA   
431          1         0             4             1          TA   
432          1         1             2             1          TA   
433          2         1             3             1          TA   
434          1         0             1             1          TA   
435          2         1             3             1          Gd   
436          1         0             2             1          TA   
437          1         0             2             1          TA   
438          1         0             2             1          Gd   
439          1         0             3             1          Gd   
440          2         0             2             1          Ex   
441          2         0             4             2          Fa   
442          2         0             3             1          TA   
443          2         0             2             1          Gd   
444          2         1             4             1          Gd   
445          1         0             3             1          TA   
446          2         1             2             1          Gd   
447          2         1             4             1          Gd   
448          2         0             3             1          TA   
449          1         1             2             1          TA   
450          1         0             2             1          Gd   
451          2         0             2             1          Gd   
452          2         1             3             1          TA   
453          2         1             3             1          Gd   
454          2         0             4             2          TA   
455          1         1             3             1          TA   
456          1         0             4             1          TA   
457          1         0             2             1          Gd   
458          1         0             3             1          Gd   
459          1         0             3             1          Gd   
460          2         1             3             1          TA   
461          1         0             3             1          Gd   
462          1         0             3             1          TA   
463          1         1             3             1          TA   
464          2         0             3             1          TA   
465          2         0             2             1          Gd   
466          1         0             2             1          TA   
467          1         1             3             1          Gd   
468          2         0             3             1          Gd   
469          2         1             3             1          Gd   
470          1         1             1             1          Gd   
471          2         1             3             1          TA   
472          1         0             2             1          TA   
473          2         0             2             1          Gd   
474          2         0             2             1          Ex   
475          1         0             2             1          TA   
476          2         0             3             1          Gd   
477          2         1             3             1          Ex   
478          2         0             3             1          Gd   
479          1         0             2             1          TA   
480          2         0             3             1          Gd   
481          2         0             2             1          Ex   
482          1         1             4             1          Ex   
483          2         0             2             1          TA   
484          1         0             3             1          Gd   
485          1         0             3             1          Gd   
486          1         1             3             1          TA   
487          2         0             3             1          TA   
488          2         0             3             2          TA   
489          1         0             1             1          Gd   
490          1         1             3             1          TA   
491          1         0             3             1          Fa   
492          2         1             3             1          TA   
493          1         1             3             1          TA   
494          1         0             2             1          TA   
495          1         0             2             1          TA   
496          3         0             4             1          Gd   
497          2         0             4             1          TA   
498          1         0             3             1          Gd   
...        ...       ...           ...           ...         ...   
961          2         1             4             1          TA   
962          2         1             3             1          Gd   
963          2         0             2             1          Ex   
964          2         1             4             1          Gd   
965          2         1             3             1          Gd   
966          1         1             2             1          TA   
967          1         0             3             1          TA   
968          1         0             2             1          TA   
969          1         0             2             1          TA   
970          1         1             4             1          TA   
971          2         0             2             1          Gd   
972          2         0             2             1          TA   
973          2         0             3             1          Gd   
974          1         0             3             1          Gd   
975          2         1             3             1          Gd   
976          1         0             2             1          Fa   
977          1         1             1             1          Gd   
978          1         0             3             1          TA   
979          1         0             3             1          TA   
980          1         0             3             1          Ex   
981          2         1             4             1          Gd   
982          2         0             2             1          Gd   
983          2         1             4             1          Gd   
984          2         0             4             2          Gd   
985          1         0             3             1          TA   
986          1         0             2             1          Gd   
987          2         1             3             1          Ex   
988          2         1             4             1          Gd   
989          2         1             3             1          Gd   
990          2         1             3             1          Gd   
991          1         1             4             1          Gd   
992          2         1             3             1          Gd   
993          2         1             3             1          Gd   
994          2         0             3             1          Ex   
995          1         1             3             1          TA   
996          1         0             3             1          TA   
997          2         0             2             1          TA   
998          1         0             3             1          TA   
999          2         0             2             1          Gd   
1000         1         0             2             1          Fa   
1001         1         0             2             1          Ex   
1002         2         0             3             1          Gd   
1003         2         0             4             2          TA   
1004         2         0             1             1          Gd   
1005         2         0             3             1          TA   
1006         2         0             3             1          TA   
1007         1         1             3             1          TA   
1008         2         0             3             1          Gd   
1009         2         0             4             1          TA   
1010         2         0             4             1          TA   
1011         2         0             4             2          TA   
1012         1         1             3             1          Gd   
1013         1         0             2             1          TA   
1014         1         0             2             1          TA   
1015         2         1             3             1          Gd   
1016         2         0             3             1          Gd   
1017         1         0             1             1          Gd   
1018         2         1             3             1          Gd   
1019         2         0             2             1          Gd   
1020         1         1             2             1          Gd   
1021         2         0             2             1          Gd   
1022         1         0             2             1          TA   
1023         2         0             2             1          Gd   
1024         2         0             2             1          Gd   
1025         1         0             3             1          TA   
1026         1         0             3             1          TA   
1027         2         0             3             1          Gd   
1028         1         0             3             1          TA   
1029         1         1             3             1          TA   
1030         2         0             5             2          TA   
1031         2         1             5             1          TA   
1032         2         1             5             1          Gd   
1033         2         0             3             1          Gd   
1034         1         0             2             1          Fa   
1035         1         0             3             1          TA   
1036         2         0             2             1          Ex   
1037         2         1             3             1          Gd   
1038         1         1             3             1          TA   
1039         1         0             1             1          TA   
1040         2         0             3             1          TA   
1041         1         1             4             1          Gd   
1042         2         0             1             1          Gd   
1043         2         1             4             1          Gd   
1044         2         1             4             1          Gd   
1045         2         0             4             1          TA   
1046         3         1             4             1          Ex   
1047         1         0             3             1          TA   
1048         1         0             3             1          TA   
1049         1         0             2             1          Gd   
1050         2         0             3             1          Gd   
1051         2         0             3             1          Gd   
1052         1         1             4             1          TA   
1053         1         0             4             1          TA   
1054         2         1             3             1          Gd   
1055         2         0             3             1          TA   
1056         2         0             2             1          Gd   
1057         2         1             3             1          Gd   
1058         2         1             3             1          Ex   
1059         1         1             3             1          TA   
1060         2         0             2             1          Gd   
1061         1         0             2             1          TA   
1062         2         0             5             2          TA   
1063         1         0             2             1          Gd   
1064         1         1             3             1          TA   
1065         2         1             3             1          Gd   
1066         2         1             3             1          TA   
1067         1         1             4             1          TA   
1068         2         1             5             1          TA   
1069         1         0             2             1          Gd   
1070         1         0             3             1          TA   
1071         1         1             4             1          TA   
1072         1         0             4             1          TA   
1073         1         1             3             1          TA   
1074         2         0             2             1          Gd   
1075         1         1             3             1          TA   
1076         2         0             3             1          Gd   
1077         1         0             3             1          TA   
1078         1         0             1             1          Gd   
1079         1         0             3             1          TA   
1080         2         0             3             1          Gd   
1081         1         1             3             1          TA   
1082         2         0             3             1          Gd   
1083         1         0             3             1          TA   
1084         2         1             3             1          TA   
1085         1         0             2             1          Gd   
1086         1         1             3             1          TA   
1087         2         1             3             1          Gd   
1088         2         0             3             1          Gd   
1089         1         1             1             1          Gd   
1090         2         0             2             2          TA   
1091         2         1             2             1          Gd   
1092         2         0             4             1          TA   
1093         1         1             1             1          Gd   
1094         1         0             2             1          TA   
1095         2         0             3             1          Gd   
1096         1         1             3             1          Gd   
1097         1         1             2             1          Gd   
1098         1         0             3             1          TA   
1099         2         0             3             1          TA   
1100         1         0             1             1          Fa   
1101         1         0             3             1          TA   
1102         1         0             2             1          TA   
1103         1         0             3             1          TA   
1104         2         1             3             1          TA   
1105         2         1             3             1          Gd   
1106         2         0             3             1          Gd   
1107         2         1             3             1          Gd   
1108         2         1             3             1          TA   
1109         2         0             3             1          Gd   
1110         2         1             3             1          TA   
1111         2         1             4             1          TA   
1112         1         0             2             1          TA   
1113         1         0             2             1          Gd   
1114         1         0             2             1          Gd   
1115         2         0             3             1          Ex   
1116         2         1             3             1          Gd   
1117         1         0             3             1          Gd   
1118         1         0             3             1          TA   
1119         1         0             3             1          TA   
1120         1         0             2             1          TA   
1121         2         0             3             1          Gd   
1122         1         0             3             1          TA   
1123         1         0             2             1          TA   
1124         2         1             3             1          Gd   
1125         1         0             2             1          Fa   
1126         2         0             2             1          Gd   
1127         2         0             3             1          Gd   
1128         2         1             4             1          Gd   
1129         1         0             2             1          TA   
1130         2         0             4             1          Gd   
1131         1         0             3             1          TA   
1132         2         0             5             1          Fa   
1133         2         1             3             1          Gd   
1134         2         1             3             1          TA   
1135         1         0             2             1          TA   
1136         1         0             3             1          TA   
1137         1         0             2             1          TA   
1138         2         0             2             1          Gd   
1139         1         0             3             1          TA   
1140         1         0             2             1          TA   
1141         2         1             4             1          Gd   
1142         3         0             4             1          Gd   
1143         1         0             3             1          TA   
1144         1         0             2             1          Fa   
1145         1         0             3             1          TA   
1146         2         0             3             1          Gd   
1147         1         1             3             1          Fa   
1148         1         0             2             1          TA   
1149         1         0             3             1          TA   
1150         1         0             2             1          Gd   
1151         1         1             3             1          Fa   
1152         1         0             2             1          Ex   
1153         1         0             2             1          TA   
1154         1         2             4             1          Gd   
1155         2         0             3             1          Gd   
1156         2         0             3             1          Gd   
1157         2         0             2             1          Gd   
1158         2         0             3             1          Gd   
1159         2         1             4             1          Gd   
1160         2         1             3             1          TA   
1161         1         0             3             1          Gd   
1162         1         0             3             1          TA   
1163         0         2             0             2          TA   
1164         1         1             2             1          Gd   
1165         2         0             3             1          Gd   
1166         2         0             3             1          Gd   
1167         2         1             3             1          TA   
1168         2         0             4             1          Gd   
1169         3         1             4             1          Gd   
1170         1         0             3             1          TA   
1171         1         0             3             1          TA   
1172         2         1             2             1          Gd   
1173         3         0             3             1          Ex   
1174         2         1             4             1          TA   
1175         2         1             4             1          Gd   
1176         1         0             3             1          TA   
1177         1         0             3             1          TA   
1178         1         1             3             1          TA   
1179         1         0             3             1          TA   
1180         2         1             4             1          TA   
1181         2         0             2             1          Gd   
1182         3         1             4             1          Ex   
1183         1         0             2             1          TA   
1184         1         1             3             1          TA   
1185         1         0             4             1          TA   
1186         2         0             3             2          TA   
1187         2         0             2             1          Gd   
1188         2         1             3             1          Gd   
1189         2         1             3             1          Gd   
1190         1         0             3             1          TA   
1191         2         1             2             1          Gd   
1192         1         0             3             1          Gd   
1193         2         0             2             1          TA   
1194         1         1             4             1          TA   
1195         2         1             3             1          Gd   
1196         2         1             4             1          Gd   
1197         1         0             3             1          TA   
1198         2         0             3             1          Gd   
1199         1         1             3             1          TA   
1200         1         0             3             1          TA   
1201         2         1             3             1          Gd   
1202         1         0             3             1          TA   
1203         2         0             3             1          Gd   
1204         1         1             3             1          TA   
1205         2         0             3             1          Gd   
1206         1         0             2             1          TA   
1207         2         0             3             1          Gd   
1208         1         0             3             1          TA   
1209         2         0             3             1          Gd   
1210         2         1             3             1          Gd   
1211         2         0             4             1          TA   
1212         1         0             2             1          TA   
1213         0         0             0             1          TA   
1214         1         0             3             1          TA   
1215         1         0             3             1          TA   
1216         2         0             4             2          TA   
1217         2         0             3             1          Gd   
1218         1         0             2             1          TA   
1219         1         1             3             1          TA   
1220         1         0             2             1          TA   
1221         1         0             3             1          TA   
1222         2         0             3             1          TA   
1223         2         0             4             1          TA   
1224         2         1             3             1          Gd   
1225         1         0             3             1          TA   
1226         2         1             4             1          Gd   
1227         1         0             2             1          Gd   
1228         1         1             1             1          Ex   
1229         2         0             4             1          TA   
1230         2         2             4             2          TA   
1231         1         0             3             1          TA   
1232         2         0             2             2          TA   
1233         1         0             3             1          TA   
1234         1         1             4             1          TA   
1235         1         1             4             1          TA   
1236         2         1             2             1          Gd   
1237         2         1             4             1          Gd   
1238         1         1             3             1          TA   
1239         2         0             2             1          Ex   
1240         2         1             3             1          Gd   
1241         2         0             3             1          Gd   
1242         2         0             3             1          Gd   
1243         2         1             2             1          Ex   
1244         1         0             3             1          Gd   
1245         3         1             3             1          TA   
1246         2         1             3             1          Gd   
1247         1         0             3             1          TA   
1248         1         1             3             1          TA   
1249         1         0             3             1          TA   
1250         2         1             3             1          Ex   
1251         2         0             2             1          Gd   
1252         1         0             3             1          TA   
1253         2         1             3             1          Gd   
1254         2         1             3             1          Gd   
1255         1         0             3             1          TA   
1256         2         0             2             1          Gd   
1257         1         0             2             1          TA   
1258         2         0             2             1          Gd   
1259         1         1             3             1          TA   
1260         2         1             3             1          TA   
1261         1         0             2             1          TA   
1262         1         0             5             1          TA   
1263         1         0             3             1          TA   
1264         2         0             2             1          Gd   
1265         2         1             3             1          Gd   
1266         1         1             4             2          TA   
1267         2         0             3             1          Ex   
1268         3         1             4             1          Gd   
1269         1         1             3             1          TA   
1270         0         1             0             1          Gd   
1271         2         0             3             1          Gd   
1272         1         0             3             1          TA   
1273         1         0             2             1          Ex   
1274         2         0             3             1          TA   
1275         2         0             4             2          TA   
1276         1         1             3             1          TA   
1277         1         1             3             1          TA   
1278         2         1             3             1          Gd   
1279         1         0             2             1          TA   
1280         2         0             3             1          Gd   
1281         2         0             2             1          TA   
1282         2         0             3             1          Gd   
1283         2         2             4             2          TA   
1284         2         0             4             1          Gd   
1285         1         0             4             1          TA   
1286         1         1             3             1          TA   
1287         2         0             4             1          TA   
1288         2         0             2             1          Ex   
1289         2         1             3             1          Ex   
1290         1         0             3             1          TA   
1291         2         1             3             1          TA   
1292         2         0             4             2          TA   
1293         2         1             4             1          TA   
1294         1         0             2             1          TA   
1295         1         1             3             1          TA   
1296         2         0             3             1          TA   
1297         2         0             2             1          TA   
1298         2         1             3             1          Ex   
1299         1         1             3             1          Gd   
1300         2         1             3             1          Gd   
1301         1         0             3             1          Gd   
1302         2         1             4             1          Gd   
1303         2         0             3             1          Gd   
1304         2         0             3             1          Gd   
1305         2         0             2             1          Ex   
1306         2         0             2             1          Gd   
1307         1         0             3             1          TA   
1308         1         0             2             1          Gd   
1309         2         0             3             1          Gd   
1310         2         0             3             1          Ex   
1311         2         0             3             1          Gd   
1312         2         1             4             1          Gd   
1313         2         1             4             1          Gd   
1314         1         0             3             1          TA   
1315         2         1             4             1          TA   
1316         2         0             3             1          Ex   
1317         2         0             2             1          Gd   
1318         2         0             3             1          Gd   
1319         1         0             3             1          TA   
1320         1         1             3             1          TA   
1321         1         0             2             1          TA   
1322         2         1             3             1          Gd   
1323         1         0             2             1          Fa   
1324         2         0             2             1          Gd   
1325         1         0             2             1          TA   
1326         1         0             3             1          Gd   
1327         1         0             3             1          Gd   
1328         2         0             5             1          TA   
1329         2         1             3             1          TA   
1330         2         0             3             1          Gd   
1331         1         0             3             1          TA   
1332         1         0             2             1          TA   
1333         1         1             2             1          Gd   
1334         1         1             3             1          TA   
1335         2         0             2             1          TA   
1336         2         0             4             2          TA   
1337         1         0             2             1          Fa   
1338         2         1             3             1          Gd   
1339         1         0             3             1          TA   
1340         1         0             3             1          TA   
1341         1         0             3             1          Gd   
1342         2         1             3             1          Gd   
1343         1         1             3             1          TA   
1344         2         1             3             1          Gd   
1345         1         0             2             1          Fa   
1346         2         0             3             1          TA   
1347         2         0             3             1          Gd   
1348         2         0             3             1          Gd   
1349         2         0             4             1          TA   
1350         2         2             6             2          TA   
1351         1         1             4             1          TA   
1352         1         0             2             1          TA   
1353         2         1             4             1          Gd   
1354         2         1             3             1          Gd   
1355         3         0             4             1          Gd   
1356         1         0             3             1          TA   
1357         1         1             3             1          TA   
1358         2         1             3             1          Gd   
1359         2         0             3             1          Ex   
1360         3         1             4             1          TA   
1361         2         0             3             1          Gd   
1362         2         0             4             1          TA   
1363         2         1             3             1          Gd   
1364         2         1             2             1          Gd   
1365         2         1             3             1          Gd   
1366         2         1             3             1          Gd   
1367         2         0             4             1          TA   
1368         1         0             1             1          Gd   
1369         2         0             3             1          Gd   
1370         1         0             2             1          TA   
1371         1         0             3             1          Gd   
1372         2         1             3             1          Gd   
1373         2         1             2             1          Ex   
1374         2         1             3             1          Gd   
1375         2         0             3             1          Gd   
1376         1         0             2             1          TA   
1377         2         0             3             1          TA   
1378         1         1             2             1          TA   
1379         2         1             3             1          Gd   
1380         1         0             2             1          TA   
1381         2         1             4             1          TA   
1382         1         1             4             1          Gd   
1383         2         0             3             1          Gd   
1384         1         0             2             1          TA   
1385         1         0             3             1          Gd   
1386         3         1             5             1          Gd   
1387         2         0             5             1          Gd   
1388         2         0             3             1          Ex   
1389         1         0             3             1          TA   
1390         2         0             3             1          Gd   
1391         2         0             4             2          TA   
1392         1         0             3             1          TA   
1393         2         0             3             2          TA   
1394         2         0             2             1          Gd   
1395         2         1             4             1          Gd   
1396         1         0             3             1          TA   
1397         1         1             4             1          TA   
1398         1         1             3             1          TA   
1399         2         1             3             1          Gd   
1400         1         0             3             1          TA   
1401         2         1             3             1          TA   
1402         2         0             2             1          Gd   
1403         2         0             3             1          Gd   
1404         1         0             3             1          TA   
1405         2         0             2             1          Gd   
1406         1         0             2             1          TA   
1407         1         0             3             1          TA   
1408         1         0             3             1          TA   
1409         2         1             3             1          TA   
1410         2         1             3             1          Gd   
1411         1         1             3             1          TA   
1412         2         0             2             2          TA   
1413         2         0             2             1          Gd   
1414         1         1             4             1          Gd   
1415         2         0             1             1          Gd   
1416         2         0             4             2          TA   
1417         2         1             3             1          Gd   
1418         1         1             3             1          TA   
1419         2         0             3             1          Gd   
1420         2         1             3             1          TA   
1421         2         0             2             1          TA   
1422         1         0             1             1          Gd   
1423         2         0             4             1          Gd   
1424         1         0             2             1          TA   
1425         1         0             3             1          Gd   
1426         2         1             3             1          Gd   
1427         1         1             3             1          TA   
1428         1         0             2             1          Gd   
1429         2         0             3             1          Gd   
1430         2         1             4             1          TA   
1431         2         0             2             1          TA   
1432         2         0             4             1          TA   
1433         2         1             3             1          TA   
1434         2         0             3             1          TA   
1435         1         1             3             1          Gd   
1436         1         0             3             1          TA   
1437         2         0             2             1          Ex   
1438         1         0             2             1          TA   
1439         2         1             3             1          TA   
1440         2         0             3             1          TA   
1441         1         0             1             1          Gd   
1442         2         1             3             1          Ex   
1443         1         0             2             1          Fa   
1444         2         0             3             1          Gd   
1445         1         0             3             1          TA   
1446         1         0             3             1          TA   
1447         2         1             3             1          Gd   
1448         1         1             2             1          TA   
1449         1         0             1             1          Ex   
1450         2         2             4             2          TA   
1451         2         0             3             1          Ex   
1452         1         0             2             1          TA   
1453         1         0             3             1          TA   
1454         2         0             2             1          Gd   
1455         2         1             3             1          TA   
1456         2         0             3             1          TA   
1457         2         0             4             1          Gd   
1458         1         0             2             1          Gd   
1459         1         1             3             1          TA   

      TotRmsAbvGrd Functional  Fireplaces FireplaceQu GarageType  GarageYrBlt  \
0                8        Typ           0         NaN     Attchd       2003.0   
1                6        Typ           1          TA     Attchd       1976.0   
2                6        Typ           1          TA     Attchd       2001.0   
3                7        Typ           1          Gd     Detchd       1998.0   
4                9        Typ           1          TA     Attchd       2000.0   
5                5        Typ           0         NaN     Attchd       1993.0   
6                7        Typ           1          Gd     Attchd       2004.0   
7                7        Typ           2          TA     Attchd       1973.0   
8                8       Min1           2          TA     Detchd       1931.0   
9                5        Typ           2          TA     Attchd       1939.0   
10               5        Typ           0         NaN     Detchd       1965.0   
11              11        Typ           2          Gd    BuiltIn       2005.0   
12               4        Typ           0         NaN     Detchd       1962.0   
13               7        Typ           1          Gd     Attchd       2006.0   
14               5        Typ           1          Fa     Attchd       1960.0   
15               5        Typ           0         NaN     Detchd       1991.0   
16               5        Typ           1          TA     Attchd       1970.0   
17               6        Typ           0         NaN    CarPort       1967.0   
18               6        Typ           0         NaN     Detchd       2004.0   
19               6       Min1           0         NaN     Attchd       1958.0   
20               9        Typ           1          Gd    BuiltIn       2005.0   
21               6        Typ           1          Gd     Attchd       1930.0   
22               7        Typ           1          Gd     Attchd       2002.0   
23               6        Typ           1          TA     Attchd       1976.0   
24               6        Typ           1          TA     Attchd       1968.0   
25               7        Typ           1          Gd     Attchd       2007.0   
26               5        Typ           0         NaN     Detchd       2005.0   
27               7        Typ           1          Gd     Attchd       2008.0   
28               6        Typ           2          Gd     Attchd       1957.0   
29               4        Typ           0         NaN     Detchd       1920.0   
30               6        Typ           0         NaN     Detchd       1920.0   
31               6        Typ           0         NaN     Attchd       1966.0   
32               7        Typ           0         NaN     Attchd       2007.0   
33               6        Typ           1          Gd     Attchd       1959.0   
34               6        Typ           1          Gd     Attchd       2005.0   
35               9        Typ           1          Gd    BuiltIn       2004.0   
36               6        Typ           0         NaN     Attchd       1995.0   
37               5        Typ           1          TA     Attchd       1954.0   
38               5        Typ           0         NaN     Detchd       1953.0   
39               6        Typ           0         NaN        NaN          NaN   
40               6        Typ           1          TA     Attchd       1965.0   
41               5        Typ           2          Gd     Attchd       1959.0   
42               5        Typ           0         NaN     Attchd       1983.0   
43               5        Typ           0         NaN     Detchd       1977.0   
44               6        Typ           0         NaN     Attchd       1959.0   
45               6        Typ           1          Gd     Attchd       2005.0   
46               6        Typ           1          Ex     Attchd       2003.0   
47               7        Typ           0         NaN     Attchd       2006.0   
48               8        Typ           0         NaN        NaN          NaN   
49               6        Typ           0         NaN     Attchd       1966.0   
50               6        Typ           0         NaN     Attchd       1997.0   
51               6        Typ           1          Gd     Detchd       1985.0   
52               5        Typ           0         NaN    CarPort       1963.0   
53               5        Typ           1          Gd     Attchd       1981.0   
54               6       Min1           1          TA     Detchd       1962.0   
55               7        Typ           1          Gd     Attchd       1964.0   
56               7        Typ           0         NaN     Attchd       1999.0   
57               7        Typ           0         NaN     Attchd       2004.0   
58              10        Typ           1          Gd    BuiltIn       2006.0   
59               4        Typ           0         NaN     Detchd       1973.0   
60               5        Typ           0         NaN     Detchd       2006.0   
61               6        Typ           0         NaN     Detchd       1935.0   
62               6        Typ           1          Gd     Attchd       2006.0   
63               9        Typ           0         NaN     Detchd       1990.0   
64               8        Typ           0         NaN     Attchd       1998.0   
65               9        Typ           1          Gd    BuiltIn       2004.0   
66               7       Min1           1          Gd     Attchd       1970.0   
67               7        Typ           0         NaN     Attchd       2003.0   
68               4        Typ           0         NaN     Attchd       1945.0   
69               7        Typ           1          TA     Attchd       1953.0   
70               8        Typ           2          Gd     Attchd       1973.0   
71               4        Typ           0         NaN     Detchd       1987.0   
72               7        Typ           1          TA     Attchd       1998.0   
73               6        Typ           0         NaN     Attchd       1989.0   
74               8        Typ           0         NaN     Detchd       1915.0   
75               5        Typ           0         NaN    BuiltIn       1973.0   
76               4        Typ           0         NaN     Detchd       1956.0   
77               6       Min1           0         NaN     Detchd       1948.0   
78               8        Typ           0         NaN        NaN          NaN   
79               5        Typ           0         NaN     Detchd       1966.0   
80               8        Typ           1          Gd     Attchd       1968.0   
81               5        Typ           0         NaN     Attchd       1998.0   
82               6        Typ           1          Gd     Attchd       2007.0   
83               6        Typ           0         NaN     Detchd       1974.0   
84               7        Typ           1          TA    BuiltIn       1995.0   
85               9        Typ           1          TA     Attchd       1991.0   
86               6        Typ           1          Gd    BuiltIn       2005.0   
87               4        Typ           0         NaN     Detchd       2009.0   
88               6        Typ           0         NaN        NaN          NaN   
89               5        Typ           0         NaN        NaN          NaN   
90               4        Typ           0         NaN     Detchd       1950.0   
91               6        Typ           0         NaN     Attchd       1961.0   
92               5        Typ           0         NaN     Detchd       1921.0   
93               9        Typ           1          Gd     Detchd       1900.0   
94               7        Typ           0         NaN     Attchd       1997.0   
95               6        Typ           1          TA    BuiltIn       1993.0   
96               6        Typ           0         NaN     Attchd       1999.0   
97               6        Typ           0         NaN     Attchd       1965.0   
98               5        Typ           0         NaN    Basment       1920.0   
99               6        Typ           0         NaN        NaN          NaN   
100              6        Typ           2          TA     Attchd       1977.0   
101              7        Typ           1          TA     Attchd       1985.0   
102              8        Typ           0         NaN     Attchd       1979.0   
103              6        Typ           0         NaN     Attchd       2009.0   
104              7        Typ           2          TA     Detchd       1951.0   
105              9        Typ           1          Gd     Attchd       2003.0   
106              6        Typ           0         NaN     Detchd       1954.0   
107              5        Typ           0         NaN     Detchd       1948.0   
108              7        Typ           0         NaN        NaN          NaN   
109              7        Typ           1          TA     Attchd       1977.0   
110              7        Typ           0         NaN     Attchd       1954.0   
111              7        Typ           1          TA    BuiltIn       2000.0   
112             10        Typ           1          Gd    BuiltIn       2007.0   
113              7        Typ           2          Gd    Basment       1953.0   
114              9        Typ           1          TA     Detchd       1945.0   
115              5        Typ           1          Fa     Detchd       1999.0   
116              6        Typ           1          Po     Attchd       1962.0   
117              5        Typ           0         NaN     Attchd       2007.0   
118             11        Typ           2          TA     Attchd       1990.0   
119              8        Typ           1          Gd     Attchd       2005.0   
120              4        Typ           2          TA     Attchd       1969.0   
121              4        Typ           0         NaN     Detchd       1979.0   
122              5        Typ           0         NaN     Attchd       1958.0   
123              5        Typ           0         NaN     Attchd       1993.0   
124              7        Typ           1          TA     Attchd       1979.0   
125              5        Typ           0         NaN        NaN          NaN   
126              5        Typ           1          TA     Attchd       1977.0   
127              5        Typ           1          TA        NaN          NaN   
128              6        Typ           1          Fa     Attchd       1966.0   
129              6        Typ           0         NaN     2Types       1998.0   
130              8        Typ           2          Gd     Attchd       1966.0   
131              7        Typ           1          TA    BuiltIn       2000.0   
132              7        Typ           0         NaN     Detchd       1974.0   
133              6        Typ           0         NaN     Attchd       2001.0   
134              7       Min1           1          TA     Attchd       1968.0   
135              7        Typ           1          Gd     Attchd       1970.0   
136              5        Typ           1          Fa     Attchd       1967.0   
137              9        Typ           0         NaN     2Types       1989.0   
138              7        Typ           2          TA     Attchd       1999.0   
139              7        Typ           0         NaN     Attchd       1997.0   
140              5        Typ           1          Po        NaN          NaN   
141              7        Typ           0         NaN     Attchd       2005.0   
142              6        Typ           0         NaN     Detchd       2000.0   
143              6        Typ           0         NaN     Attchd       1999.0   
144             10        Typ           0         NaN     Detchd       1963.0   
145              7       Maj1           0         NaN     Detchd       2004.0   
146              5        Typ           0         NaN     Detchd       1931.0   
147              8        Typ           1          Gd    BuiltIn       2001.0   
148              6        Typ           0         NaN        NaN          NaN   
149              7        Typ           0         NaN     Detchd       1936.0   
150              5        Typ           0         NaN     Attchd       1975.0   
151              6        Typ           1          Gd     Attchd       2007.0   
152              8        Typ           1          Gd     Attchd       1971.0   
153              4        Typ           1          Gd     Attchd       1960.0   
154              7        Typ           0         NaN     Detchd       1923.0   
155              5        Typ           0         NaN        NaN          NaN   
156              5        Typ           0         NaN     Detchd       1950.0   
157              8        Typ           1          Gd    BuiltIn       2009.0   
158              8        Typ           1          Gd     Attchd       2004.0   
159              9        Typ           1          Gd     Attchd       2006.0   
160              6        Typ           0         NaN     Attchd       1984.0   
161             10        Typ           2          Gd    BuiltIn       2003.0   
162              7        Typ           1          Gd     Attchd       2005.0   
163              4        Typ           0         NaN        NaN          NaN   
164              5        Typ           0         NaN     Detchd       1926.0   
165              6        Typ           0         NaN        NaN          NaN   
166              7        Typ           3          Gd     Attchd       1955.0   
167              8        Typ           1          Gd     Attchd       2007.0   
168              7        Typ           1          Gd     Attchd       2004.0   
169              6        Typ           1          TA     Attchd       1981.0   
170              7        Typ           0         NaN     Detchd       1991.0   
171              7        Typ           2          Gd     Attchd       1960.0   
172              5        Typ           1          TA     Attchd       1987.0   
173              6        Typ           1          TA     Attchd       1961.0   
174              7       Min2           1          TA     Attchd       1986.0   
175              7        Typ           1          Gd     Attchd       1950.0   
176              8        Typ           1          TA     Attchd       1988.0   
177              8        Typ           1          Gd     Attchd       1958.0   
178              9        Typ           1          Gd     Attchd       2009.0   
179              5        Typ           0         NaN     Detchd       1935.0   
180              5        Typ           1          TA     Detchd       2000.0   
181              9        Typ           1          Gd     Detchd       1920.0   
182              7        Typ           1          Gd     Attchd       1957.0   
183              6        Mod           0         NaN     Detchd       2003.0   
184              5        Typ           0         NaN     Attchd       1986.0   
185             12        Typ           2          TA     Detchd       1993.0   
186              6        Typ           0         NaN     Attchd       1990.0   
187              8       Min2           0         NaN     Detchd       1916.0   
188              6        Typ           2          TA     Detchd       1979.0   
189              5        Typ           1          Gd     Attchd       2001.0   
190             10       Maj1           2          TA     Detchd       1932.0   
191              7        Typ           0         NaN     Attchd       1972.0   
192              6        Typ           0         NaN     Attchd       1999.0   
193              7       Maj1           0         NaN     Detchd       2004.0   
194              5        Typ           0         NaN     Detchd       1989.0   
195              7        Typ           1          TA     Attchd       1976.0   
196              8        Typ           1          Gd     Attchd       2007.0   
197              8        Typ           1          Ex     Detchd       1918.0   
198              8        Typ           0         NaN        NaN          NaN   
199              7        Typ           1          Gd     Attchd       2004.0   
200              5        Typ           0         NaN     Attchd       2003.0   
201              6        Typ           2          Fa     Detchd       1980.0   
202              6       Min1           0         NaN     Attchd       1924.0   
203              3        Typ           1          Gd     Attchd       2004.0   
204              5        Typ           0         NaN     Detchd       1948.0   
205              5        Typ           0         NaN     Attchd       1990.0   
206              8       Min2           1          TA     Attchd       1962.0   
207              6        Typ           1          Po     Attchd       1960.0   
208              7        Typ           1          Gd     Attchd       1988.0   
209              6        Typ           0         NaN     Attchd       1964.0   
210              5        Typ           0         NaN        NaN          NaN   
211              6        Typ           0         NaN     Attchd       2009.0   
212              7        Typ           1          TA     Attchd       2009.0   
213              5        Typ           0         NaN     Attchd       1996.0   
214              6        Typ           0         NaN     Attchd       1977.0   
215              6       Min1           1          Fa     Attchd       1957.0   
216              8        Typ           0         NaN     Attchd       2004.0   
217              8        Typ           0         NaN     Detchd       1940.0   
218              8        Typ           2          TA     Attchd       1939.0   
219              5        Typ           0         NaN     Attchd       2005.0   
220              5        Typ           0         NaN     Attchd       2006.0   
221              8        Typ           1          TA    BuiltIn       2002.0   
222              6        Typ           1          TA     Attchd       1975.0   
223              4        Typ           0         NaN     Detchd       1989.0   
224              8        Typ           1          Ex     Attchd       2003.0   
225              6        Typ           0         NaN     Detchd       1991.0   
226              9        Typ           1          TA     Attchd       1995.0   
227              5        Typ           0         NaN     Detchd       1987.0   
228              5        Typ           1          Fa     Detchd       1974.0   
229              7        Typ           1          TA     Attchd       2005.0   
230              6        Typ           0         NaN     Attchd       1959.0   
231              9        Typ           1          TA     Attchd       1995.0   
232              5        Typ           1          Po     Attchd       1972.0   
233              5        Typ           0         NaN     Attchd       1976.0   
234              8        Typ           2          TA    BuiltIn       2002.0   
235              5        Typ           0         NaN     Detchd       1971.0   
236              6        Typ           0         NaN     Attchd       2004.0   
237              7        Typ           0         NaN     Attchd       1993.0   
238              7        Typ           0         NaN     Attchd       2007.0   
239              7        Typ           1          Gd     Detchd       1949.0   
240              7        Typ           0         NaN     Attchd       2008.0   
241              4        Typ           0         NaN        NaN          NaN   
242              6        Typ           0         NaN     Attchd       1940.0   
243              6        Typ           1          TA     Attchd       1980.0   
244              8        Typ           2          Fa     Attchd       1994.0   
245              6        Typ           1          TA     Attchd       1988.0   
246              9        Typ           0         NaN     Detchd       1910.0   
247              5        Typ           1          TA     Attchd       1954.0   
248              8        Typ           0         NaN     Attchd       2003.0   
249              7        Typ           2          TA     Attchd       1958.0   
250              6        Mod           0         NaN        NaN          NaN   
251              5        Typ           1          Gd     Attchd       2006.0   
252              6        Typ           0         NaN     Attchd       2004.0   
253              7       Min1           0         NaN     Attchd       1964.0   
254              5        Typ           0         NaN     Attchd       1957.0   
255              8        Typ           1          TA    BuiltIn       1999.0   
256              7        Typ           0         NaN     Attchd       2003.0   
257              8        Typ           1          Gd     Attchd       2006.0   
258              7        Typ           1          TA     Attchd       2001.0   
259              4        Typ           0         NaN     Detchd       1956.0   
260              6        Typ           1          TA     Attchd       1991.0   
261             10        Typ           1          Gd    BuiltIn       2007.0   
262              6        Typ           1          TA     Attchd       1978.0   
263              6        Typ           0         NaN     Detchd       1974.0   
264              4        Typ           0         NaN     Detchd       1965.0   
265              7        Typ           1          TA     Attchd       1981.0   
266              8        Typ           1          TA     Attchd       1997.0   
267              8        Typ           1          Gd     Detchd       1939.0   
268              4        Typ           1          Gd     Detchd       1966.0   
269              6        Typ           1          Fa     Attchd       1987.0   
270              8        Typ           1          Gd     Attchd       2006.0   
271              5        Mod           2          TA     Attchd       1954.0   
272              9        Typ           1          Gd     Attchd       1999.0   
273              6       Min1           1          Gd     Attchd       1958.0   
274              5        Typ           0         NaN     Attchd       1982.0   
275              5        Typ           0         NaN     Detchd       1978.0   
276              7        Typ           0         NaN     Attchd       2003.0   
277              4        Typ           0         NaN     Detchd       1951.0   
278              8        Typ           1          Ex     Attchd       2007.0   
279              8        Typ           1          TA     Attchd       1977.0   
280              7        Typ           1          TA     Attchd       1989.0   
281              5        Typ           0         NaN     Attchd       2006.0   
282              6        Typ           1          Gd     Attchd       2008.0   
283              6        Typ           1          Gd     Attchd       2008.0   
284              5        Typ           0         NaN     Attchd       1992.0   
285              5        Typ           0         NaN     Detchd       2006.0   
286              7        Typ           1          Gd     Attchd       1962.0   
287              5        Typ           0         NaN        NaN          NaN   
288              5        Typ           0         NaN     Detchd       1970.0   
289              7        Typ           0         NaN     Detchd       2003.0   
290              8        Typ           1          Gd     Attchd       2006.0   
291              9        Typ           0         NaN        NaN          NaN   
292              8       Min2           1          Gd     Attchd       1949.0   
293              9        Typ           1          TA     Attchd       1977.0   
294              7        Typ           2          Gd     Attchd       1953.0   
295              6        Typ           0         NaN     Detchd       1984.0   
296              6        Typ           0         NaN     Attchd       1950.0   
297              7        Typ           1          TA     Detchd       1997.0   
298              7        Typ           1          Gd     Attchd       1968.0   
299              6        Typ           1          Gd     Attchd       1950.0   
300              5        Typ           2          Gd     Attchd       1953.0   
301              9        Typ           1          TA    BuiltIn       1998.0   
302              6        Typ           1          TA     Attchd       2001.0   
303              5        Typ           0         NaN     Attchd       1975.0   
304             10        Typ           1          Ex     Attchd       2003.0   
305              8        Typ           0         NaN     Attchd       2004.0   
306              8        Typ           1          TA     Attchd       1990.0   
307              6        Typ           0         NaN        NaN          NaN   
308              4        Typ           0         NaN     Detchd       1961.0   
309              8        Typ           3          Ex     Attchd       2003.0   
310              6        Typ           1          TA     Attchd       1993.0   
311              5        Typ           1          Gd     Detchd       1948.0   
312              5        Typ           1          Gd     Detchd       1939.0   
313              8        Typ           2          Gd     Attchd       1965.0   
314              6        Typ           1          Gd     Detchd       1925.0   
315              6        Typ           1          Gd     Attchd       2004.0   
316             10        Typ           1          TA     Attchd       1983.0   
317              8        Typ           1          Gd     Attchd       2006.0   
318              9        Typ           1          TA     Attchd       1993.0   
319              6        Typ           2          TA     Attchd       1980.0   
320              9        Typ           0         NaN     Attchd       2006.0   
321             10        Typ           1          Gd    BuiltIn       2004.0   
322              8        Typ           1          TA     Attchd       1987.0   
323              6        Typ           0         NaN     Attchd       1955.0   
324             11        Typ           1          Gd    BuiltIn       1961.0   
325              5        Typ           0         NaN     Detchd       1941.0   
326              6        Typ           2          Gd     Attchd       1993.0   
327              7        Typ           0         NaN     Attchd       1960.0   
328             10        Typ           0         NaN     Detchd       1930.0   
329              6        Typ           0         NaN     Detchd       1920.0   
330             10        Typ           0         NaN     Detchd       2002.0   
331              6        Typ           0         NaN     Attchd       1958.0   
332              7        Typ           1          Gd     Attchd       2003.0   
333              6        Typ           1          Gd     Attchd       2004.0   
334              7        Typ           2          TA     Attchd       1998.0   
335              7        Typ           2          Gd     Attchd       1965.0   
336              8        Typ           1          Gd     Attchd       2005.0   
337              7        Typ           0         NaN     Attchd       2002.0   
338              8        Typ           0         NaN     Attchd       1984.0   
339              6        Typ           0         NaN     Attchd       1958.0   
340              9        Typ           0         NaN     Attchd       2002.0   
341              4        Typ           0         NaN    CarPort       1950.0   
342              6        Typ           0         NaN     Detchd       1949.0   
343              6        Typ           1          Ex     Attchd       2005.0   
344              4        Typ           0         NaN     Attchd       1976.0   
345              6        Typ           1          Gd     Detchd       1939.0   
346              5        Typ           0         NaN     Attchd       1960.0   
347              6        Typ           2          Gd     Attchd       1960.0   
348              6        Typ           0         NaN    BuiltIn       2003.0   
349             10        Typ           2          Ex     Attchd       2006.0   
350              6        Typ           1          Gd     Attchd       2007.0   
351              6        Typ           1          TA     Attchd       1986.0   
352              5        Typ           0         NaN     Detchd       1941.0   
353              5        Typ           0         NaN     Detchd       2005.0   
354              6        Typ           2          Gd     Attchd       1940.0   
355              6        Typ           0         NaN     Attchd       1995.0   
356              6        Typ           0         NaN     Attchd       1992.0   
357              6        Typ           1          Po     Attchd       1976.0   
358              6       Min2           0         NaN    BuiltIn       1958.0   
359              7        Typ           1          TA     Attchd       1998.0   
360              5        Typ           1          TA     Attchd       1978.0   
361              8        Typ           0         NaN     Detchd       1940.0   
362              7        Typ           1          Ex    BuiltIn       2003.0   
363              5        Typ           0         NaN     Detchd       1972.0   
364              6        Typ           1          TA     Attchd       1976.0   
365              6        Typ           0         NaN     Detchd       1964.0   
366              6        Typ           2          Gd     Attchd       1963.0   
367              6        Typ           1          Gd    Basment       1962.0   
368              7        Typ           1          Gd     Attchd       1954.0   
369              7        Typ           1          Gd     Detchd       1997.0   
370              7        Typ           1          TA     Attchd       2000.0   
371              7       Min2           1          Gd     Detchd       1991.0   
372              4        Typ           0         NaN     Attchd       1984.0   
373              5       Min2           0         NaN     Attchd       1953.0   
374              8        Typ           1          Gd    BuiltIn       2003.0   
375              4       Maj1           0         NaN        NaN          NaN   
376              5        Typ           0         NaN     Detchd       1998.0   
377              8        Typ           1          Gd     Attchd       2004.0   
378              8        Typ           1          Ex     Attchd       2010.0   
379              7        Typ           1          TA     Attchd       2000.0   
380              6        Typ           1          Gd     Detchd       1924.0   
381              5        Typ           1          Gd     Attchd       2006.0   
382              8        Typ           0         NaN     Attchd       2006.0   
383              5        Typ           0         NaN     Detchd       1950.0   
384              9        Typ           2          Fa     Attchd       1992.0   
385              6        Typ           1          TA     Attchd       2004.0   
386              8        Typ           0         NaN        NaN          NaN   
387              6        Typ           1          Fa     Detchd       1977.0   
388              6        Typ           0         NaN     Attchd       1999.0   
389              9        Typ           1          Ex    BuiltIn       2008.0   
390              7        Typ           0         NaN     Detchd       1978.0   
391              7        Typ           1          TA    BuiltIn       2001.0   
392              5        Typ           0         NaN     Attchd       1959.0   
393              4        Typ           2          TA        NaN          NaN   
394              5        Typ           0         NaN     Detchd       1940.0   
395              6        Typ           0         NaN     Attchd       1956.0   
396              6        Typ           0         NaN     Detchd       1985.0   
397              8        Typ           1          TA     Attchd       1962.0   
398              6       Maj2           0         NaN     Detchd       1920.0   
399              7        Typ           0         NaN     Attchd       2007.0   
400              4        Typ           2          Gd     Attchd       1996.0   
401              6        Typ           1          Gd     Attchd       2005.0   
402              4        Typ           0         NaN     Detchd       1940.0   
403             10        Typ           1          TA    BuiltIn       1998.0   
404              7        Typ           1          TA    BuiltIn       1995.0   
405              8       Min1           1          TA     Attchd       1993.0   
406              6       Maj2           0         NaN     Detchd       1936.0   
407              8        Typ           0         NaN     Attchd       1960.0   
408              9        Typ           1          Gd     Attchd       2006.0   
409              8        Typ           1          Gd     Attchd       2008.0   
410              5        Mod           0         NaN     Attchd       1958.0   
411              5        Typ           0         NaN     Attchd       1955.0   
412              7        Typ           1          Gd     Attchd       2009.0   
413              5        Typ           1          Gd     Detchd       1927.0   
414              9        Typ           1          TA     Attchd       1993.0   
415              6        Typ           0         NaN     Attchd       2007.0   
416              6        Typ           1          TA     Attchd       1978.0   
417             10        Typ           1          Gd     Detchd       1918.0   
418              7        Typ           0         NaN     Detchd       1940.0   
419              6        Typ           1          Fa     Attchd       1968.0   
420              8        Typ           0         NaN     Attchd       1997.0   
421              8        Typ           1          TA     Attchd       1977.0   
422              4        Typ           0         NaN     Attchd       1954.0   
423              8        Typ           1          TA     Attchd       1998.0   
424              6        Typ           1          Gd     Attchd       1956.0   
425              6        Typ           2          Gd     Detchd       1947.0   
426              5        Typ           1          TA     Attchd       1989.0   
427              5        Typ           0         NaN     Detchd       1964.0   
428              6        Typ           0         NaN     Attchd       2007.0   
429              6        Typ           1          TA     Attchd       1988.0   
430              4        Typ           0         NaN     Detchd       1971.0   
431              7        Typ           0         NaN        NaN          NaN   
432              6       Min1           0         NaN     Detchd       1971.0   
433              7        Typ           1          TA     Attchd       1997.0   
434              3        Typ           0         NaN        NaN          NaN   
435              6        Typ           1          TA     Attchd       1996.0   
436              6        Typ           0         NaN     Detchd       1990.0   
437              4        Typ           0         NaN     Detchd       1926.0   
438              4        Typ           1          Gd     Detchd       1990.0   
439              7        Typ           0         NaN     Detchd       2005.0   
440             10        Typ           2          Gd     Attchd       2008.0   
441              8        Typ           0         NaN        NaN          NaN   
442              8        Typ           1          Gd     Detchd       1930.0   
443              6        Typ           1          Gd     Attchd       2007.0   
444              8        Typ           1          TA     Attchd       1994.0   
445              7        Typ           1          Gd     Attchd       1956.0   
446              6        Mod           1          Gd     Attchd       1966.0   
447             10        Typ           1          TA     Attchd       1998.0   
448              7        Typ           1          Gd     Detchd       1937.0   
449              6        Typ           0         NaN     Detchd       1981.0   
450              5        Typ           0         NaN     Detchd       1932.0   
451              5        Typ           2          TA     Attchd       1975.0   
452              7        Typ           0         NaN     Attchd       1996.0   
453              6        Typ           0         NaN     Attchd       2008.0   
454              8        Typ           0         NaN     Detchd       1976.0   
455              6        Typ           1          TA     Attchd       1973.0   
456              7        Typ           0         NaN     Detchd       1916.0   
457              6       Min1           2          Gd     Attchd       1954.0   
458              7        Typ           1          Gd     Detchd       1925.0   
459              5        Typ           1          TA     Detchd       1950.0   
460              8        Typ           0         NaN    BuiltIn       2009.0   
461              6        Typ           0         NaN     Detchd       1971.0   
462              5        Typ           1          Po     Detchd       1965.0   
463              6        Typ           1          Gd     Detchd       1939.0   
464              5        Typ           0         NaN        NaN          NaN   
465              6        Typ           1          TA     Attchd       2004.0   
466              5        Typ           1          Po     Attchd       1970.0   
467              7        Typ           2          Gd     Attchd       1942.0   
468              7        Typ           1          Gd     Attchd       2006.0   
469              7        Typ           0         NaN     Attchd       1993.0   
470              4        Typ           0         NaN     Attchd       1985.0   
471              8        Typ           1          Gd     Attchd       1977.0   
472              5        Typ           0         NaN    Basment       2005.0   
473              7        Typ           1          Ex     Attchd       2006.0   
474              6        Typ           0         NaN     Attchd       2000.0   
475              5        Typ           0         NaN     Detchd       1996.0   
476              7        Typ           1          TA     Attchd       1997.0   
477              9        Typ           1          Gd    BuiltIn       2006.0   
478              7        Typ           1          Gd     Attchd       2007.0   
479              7        Typ           0         NaN     Detchd       1995.0   
480              8        Typ           1          Gd     Attchd       2004.0   
481              6        Typ           1          Gd     Attchd       2003.0   
482              7       Min2           1          Gd     Attchd       1915.0   
483              5        Typ           0         NaN     Attchd       1998.0   
484              6        Typ           0         NaN     Detchd       1963.0   
485              5        Typ           1          Gd     Attchd       1950.0   
486              6        Typ           0         NaN     Attchd       1965.0   
487              7        Typ           1          TA     Attchd       1971.0   
488             10        Mod           1          Gd     Attchd       1970.0   
489              3        Typ           0         NaN     Attchd       1970.0   
490              4        Typ           1          Gd    BuiltIn       1976.0   
491              5        Typ           2          TA     Attchd       1941.0   
492              8        Typ           0         NaN     Attchd       2006.0   
493              6        Typ           1          Fa     Detchd       1964.0   
494              4        Typ           0         NaN     Attchd       1938.0   
495              4        Typ           0         NaN        NaN          NaN   
496             10        Typ           1          Gd     Attchd       1992.0   
497              8        Typ           0         NaN     Detchd       1925.0   
498              5        Typ           0         NaN     Attchd       1967.0   
...            ...        ...         ...         ...        ...          ...   
961             11        Typ           1          TA     Attchd       1977.0   
962              7        Typ           1          TA     Detchd       1976.0   
963              7        Typ           0         NaN     Attchd       2007.0   
964              8        Typ           1          Gd    BuiltIn       2002.0   
965              8        Typ           1          Gd     Attchd       2005.0   
966              7       Min2           2          TA     Detchd       1940.0   
967              6        Typ           0         NaN     Attchd       1955.0   
968              6        Typ           0         NaN        NaN          NaN   
969              6        Typ           0         NaN     Attchd       1958.0   
970              6        Typ           0         NaN        NaN          NaN   
971              6        Typ           0         NaN    BuiltIn       2003.0   
972              5        Typ           1          TA     Attchd       1979.0   
973              6        Typ           0         NaN     Attchd       2007.0   
974              8        Typ           0         NaN     Detchd       1997.0   
975              6        Typ           0         NaN     Detchd       2000.0   
976              4        Typ           0         NaN        NaN          NaN   
977              4        Typ           0         NaN     Attchd       2007.0   
978              5        Typ           0         NaN     Detchd       1999.0   
979              5        Typ           0         NaN     Detchd       1963.0   
980              6        Typ           0         NaN     Attchd       1961.0   
981              8        Typ           1          TA     Attchd       1998.0   
982              6        Typ           1          Gd     Attchd       2007.0   
983              9        Typ           1          Gd     Attchd       2002.0   
984              8        Typ           0         NaN     Attchd       1977.0   
985              5        Typ           0         NaN     Detchd       1950.0   
986              5        Typ           0         NaN     Attchd       1950.0   
987              8        Typ           1          Gd     Attchd       2010.0   
988              8        Typ           1          TA     Attchd       1976.0   
989              6        Typ           0         NaN     Attchd       2006.0   
990              7        Typ           1          TA     Attchd       1997.0   
991              8        Typ           1          Gd     Attchd       1925.0   
992              7        Typ           1          Fa     Attchd       1964.0   
993              6        Typ           0         NaN     Attchd       2005.0   
994              7        Typ           1          Gd     Attchd       2008.0   
995              5        Typ           0         NaN     Detchd       1946.0   
996              6        Typ           0         NaN     Attchd       1961.0   
997              6        Typ           1          TA     Attchd       1970.0   
998              6        Typ           1          Gd     Detchd       1922.0   
999              6        Typ           0         NaN     Attchd       2006.0   
1000             4       Min1           0         NaN     Detchd       1956.0   
1001             4        Typ           0         NaN     Detchd       1920.0   
1002             7        Typ           1          Gd     Attchd       2006.0   
1003             8        Typ           0         NaN     Detchd       1976.0   
1004             7        Typ           1          Gd     Attchd       2005.0   
1005             6        Typ           0         NaN     Attchd       1977.0   
1006             7        Typ           1          TA     Attchd       1970.0   
1007             6        Typ           0         NaN     Attchd       1970.0   
1008             7        Typ           1          Gd     Attchd       2004.0   
1009             7        Typ           0         NaN        NaN          NaN   
1010             7        Typ           1          Gd     Attchd       1948.0   
1011             8        Typ           0         NaN        NaN          NaN   
1012             7        Typ           2          TA     Detchd       1923.0   
1013             4       Maj2           0         NaN     Detchd       1956.0   
1014             5        Typ           1          Gd     Detchd       1948.0   
1015             6        Typ           0         NaN     Attchd       2001.0   
1016             6        Typ           1          TA     Attchd       1996.0   
1017             4        Typ           1          Ex     Attchd       1984.0   
1018             7        Typ           1          TA     Attchd       1991.0   
1019             6        Typ           1          Gd     Attchd       2005.0   
1020             5        Typ           0         NaN     Attchd       2005.0   
1021             6        Typ           0         NaN     Attchd       2006.0   
1022             6        Typ           0         NaN     Detchd       1957.0   
1023             7        Typ           1          Gd     Attchd       2005.0   
1024            10        Typ           1          Gd     Attchd       1976.0   
1025             5        Typ           0         NaN     Detchd       1980.0   
1026             6        Typ           2          Gd     Attchd       1960.0   
1027             7        Typ           1          Gd     Attchd       2008.0   
1028             6        Typ           1          Gd     Attchd       1941.0   
1029             7        Typ           0         NaN     Detchd       1972.0   
1030            10        Typ           0         NaN        NaN          NaN   
1031            12        Typ           2          TA    Basment       1970.0   
1032            10        Typ           1          TA     Attchd       1993.0   
1033             6        Typ           0         NaN     Attchd       2002.0   
1034             5        Typ           1          Gd    Basment       1938.0   
1035             5        Typ           0         NaN     Detchd       1957.0   
1036             6        Typ           1          Ex     Attchd       2008.0   
1037             7        Typ           1          TA    BuiltIn       2001.0   
1038             6        Typ           1          TA        NaN          NaN   
1039             3        Typ           0         NaN     Attchd       1970.0   
1040             8       Maj1           1          TA     Attchd       1957.0   
1041             7        Typ           0         NaN     Attchd       1966.0   
1042             5        Typ           1          Gd     Attchd       2005.0   
1043            10        Typ           1          Ex     Attchd       1990.0   
1044             9        Typ           1          Gd     Attchd       1981.0   
1045             8       Min2           1          Gd     Attchd       1955.0   
1046            11        Typ           1          Gd    BuiltIn       2005.0   
1047             5        Typ           0         NaN     Detchd       1996.0   
1048             9       Min1           1          TA     Attchd       1960.0   
1049             6        Typ           0         NaN     Detchd       1946.0   
1050             6        Typ           0         NaN     Attchd       2007.0   
1051             6        Typ           1          Gd     Attchd       2007.0   
1052             9        Typ           1          TA     Attchd       1964.0   
1053             7       Min2           1          Gd    Basment       1957.0   
1054             7        Typ           1          Gd     Attchd       2002.0   
1055             7        Typ           1          TA     Attchd       1976.0   
1056             6        Typ           1          Gd     Attchd       2005.0   
1057             7        Typ           1          Gd    BuiltIn       1994.0   
1058            10        Typ           1          Gd     Attchd       2008.0   
1059             7        Typ           1          Gd     Detchd       1977.0   
1060             6        Typ           0         NaN     Attchd       2001.0   
1061             6        Typ           0         NaN     Detchd       1994.0   
1062            10       Min2           0         NaN     Detchd       1945.0   
1063             5        Typ           1          Gd     Detchd       1976.0   
1064             6        Typ           1          Po     Attchd       1966.0   
1065             7        Typ           0         NaN     Attchd       1996.0   
1066             7        Typ           1          TA     Attchd       1993.0   
1067             7        Typ           0         NaN     Attchd       1964.0   
1068            10       Maj1           1          Gd     Attchd       1973.0   
1069             4        Typ           0         NaN     Detchd       1985.0   
1070             6        Typ           0         NaN     Attchd       1956.0   
1071             8        Typ           0         NaN     Attchd       1968.0   
1072             7        Typ           1          TA     Detchd       1954.0   
1073             6        Typ           0         NaN     Attchd       1977.0   
1074             5        Typ           0         NaN     Attchd       2006.0   
1075             6        Typ           2          Gd     Attchd       1940.0   
1076             7       Min1           1          TA     Attchd       1950.0   
1077             6        Typ           0         NaN     Attchd       1969.0   
1078             3        Typ           1          Gd     Attchd       2004.0   
1079             5        Typ           0         NaN     Attchd       1996.0   
1080             5        Typ           0         NaN     Attchd       1971.0   
1081             5        Typ           0         NaN     Attchd       1963.0   
1082             6        Typ           1          Gd     Attchd       2002.0   
1083             6        Typ           2          Gd     Attchd       1964.0   
1084             6        Typ           1          TA     Attchd       1995.0   
1085             5        Typ           0         NaN     Attchd       1992.0   
1086             6        Typ           0         NaN     Attchd       1973.0   
1087             9        Typ           1          Gd     Attchd       2005.0   
1088             7       Maj1           0         NaN     Detchd       2004.0   
1089             4        Typ           1          Gd     Attchd       2005.0   
1090             6        Typ           0         NaN     Detchd       1987.0   
1091             4        Typ           0         NaN     Detchd       1999.0   
1092             7        Typ           1          Gd     Detchd       1925.0   
1093             6        Typ           0         NaN     Detchd       1977.0   
1094             4        Typ           0         NaN     Attchd       1956.0   
1095             6        Typ           1          Gd     Attchd       2006.0   
1096             7        Typ           0         NaN        NaN          NaN   
1097             5        Typ           0         NaN     Attchd       1987.0   
1098             6        Typ           0         NaN     Detchd       1936.0   
1099             7        Typ           1          TA     Attchd       1978.0   
1100             3        Typ           0         NaN     Detchd       1930.0   
1101             5        Typ           0         NaN     Detchd       1981.0   
1102             6        Typ           0         NaN     Attchd       1960.0   
1103             6        Typ           1          Fa    BuiltIn       1954.0   
1104             6        Typ           0         NaN     Detchd       1970.0   
1105             9        Typ           2          TA     Attchd       1994.0   
1106             6        Typ           1          TA     Attchd       1990.0   
1107             9        Typ           1          Gd    BuiltIn       2006.0   
1108             7        Typ           1          TA     Attchd       2000.0   
1109             7        Typ           1          Gd     Attchd       2004.0   
1110             8        Typ           1          TA     Attchd       1995.0   
1111             8        Typ           1          Gd     Attchd       1976.0   
1112             5        Typ           0         NaN     Detchd       1957.0   
1113             6        Typ           0         NaN     Attchd       1953.0   
1114             4        Typ           0         NaN     Detchd       1955.0   
1115             7        Typ           1          Gd     Attchd       2007.0   
1116             7        Typ           1          TA    BuiltIn       2002.0   
1117             5        Typ           0         NaN     Attchd       1967.0   
1118             6       Min2           0         NaN    BuiltIn       1958.0   
1119             6        Typ           0         NaN     Attchd       1959.0   
1120             6        Typ           1          Gd     Detchd       1920.0   
1121             7        Typ           0         NaN     Attchd       2005.0   
1122             5        Typ           0         NaN    Basment       1956.0   
1123             4        Typ           0         NaN        NaN          NaN   
1124             7        Typ           1          TA     Attchd       1992.0   
1125             5        Typ           1          TA     Detchd       1977.0   
1126             7        Typ           1          TA     Attchd       2007.0   
1127             7        Typ           1          Gd     Attchd       2004.0   
1128             8        Typ           1          Gd    BuiltIn       2004.0   
1129             4        Typ           0         NaN     Detchd       1980.0   
1130             7       Min2           2          TA     Detchd       1981.0   
1131             5        Typ           0         NaN        NaN          NaN   
1132             8        Typ           0         NaN     Detchd       1930.0   
1133             8        Typ           1          TA     Attchd       1995.0   
1134             7        Typ           1          TA     Attchd       1997.0   
1135             5        Typ           1          Gd     Detchd       1926.0   
1136             6        Typ           0         NaN     Attchd       1950.0   
1137             6        Typ           0         NaN        NaN          NaN   
1138             5        Typ           2          TA     Attchd       1977.0   
1139             6       Maj1           1          Gd     Detchd       1972.0   
1140             4        Typ           0         NaN     Detchd       1988.0   
1141             9        Typ           1          TA     Attchd       1976.0   
1142            11        Typ           1          TA    BuiltIn       2006.0   
1143             5        Typ           0         NaN        NaN          NaN   
1144             5        Typ           0         NaN     Detchd       1941.0   
1145             8        Typ           1          Gd     Detchd       1928.0   
1146             5        Typ           1          TA     Attchd       1985.0   
1147             7        Typ           1          Gd     Attchd       1941.0   
1148             5        Typ           1          Gd     Detchd       1982.0   
1149             7        Typ           0         NaN     Detchd       1930.0   
1150             4        Typ           1          Gd     Attchd       1950.0   
1151             6        Typ           2          Gd     Attchd       1959.0   
1152             6        Typ           1          Gd     Attchd       1956.0   
1153             5        Typ           0         NaN     Detchd       2002.0   
1154             8        Typ           2          Gd     Attchd       1965.0   
1155             6        Typ           1          Fa     Attchd       1976.0   
1156             6        Typ           1          Gd     Attchd       1965.0   
1157             6        Typ           1          Gd     Attchd       2008.0   
1158             7        Typ           0         NaN     Attchd       2008.0   
1159             8        Typ           1          TA     Attchd       1974.0   
1160             7        Typ           1          TA     Attchd       1978.0   
1161             7        Typ           1          Gd     Detchd       1993.0   
1162             5        Typ           1          Po     Attchd       1968.0   
1163             6        Typ           0         NaN    CarPort       1969.0   
1164             5        Typ           1          TA     Attchd       1978.0   
1165             7        Typ           0         NaN     Attchd       2009.0   
1166             7        Typ           0         NaN     Attchd       2008.0   
1167             7        Typ           1          TA     Attchd       2000.0   
1168             7        Typ           2          TA    Basment       1935.0   
1169            10        Typ           1          TA     Attchd       1995.0   
1170             6        Typ           1          Po     Attchd       1977.0   
1171             6        Typ           1          TA     Attchd       1958.0   
1172             5        Typ           0         NaN     Detchd       2006.0   
1173            12       Maj1           1          Gd        NaN          NaN   
1174             9        Typ           1          Gd     Detchd       1932.0   
1175             9        Typ           1          TA     Attchd       1992.0   
1176             5        Typ           0         NaN     Attchd       1984.0   
1177             5        Typ           0         NaN     Detchd       1926.0   
1178             7        Typ           1          Gd     Detchd       1921.0   
1179             5       Min2           1          Gd        NaN          NaN   
1180             8        Typ           0         NaN     Attchd       1990.0   
1181             5        Typ           1          Gd     Attchd       2008.0   
1182            10        Typ           2          TA     Attchd       1996.0   
1183             5        Typ           1          Gd     Detchd       1970.0   
1184             5        Typ           2          TA     2Types       1963.0   
1185             7        Typ           0         NaN     Attchd       1965.0   
1186             7        Typ           0         NaN    CarPort       1920.0   
1187             5        Typ           1          Fa     Attchd       1994.0   
1188             7        Typ           0         NaN     Attchd       2002.0   
1189             7        Typ           1          TA     Attchd       1999.0   
1190             7        Typ           1          TA     2Types       1975.0   
1191             5        Typ           0         NaN     Detchd       1999.0   
1192             6        Typ           0         NaN     Detchd       1925.0   
1193             5        Typ           0         NaN     Attchd       1999.0   
1194             7        Typ           0         NaN     Attchd       1969.0   
1195             8        Typ           0         NaN     Attchd       2005.0   
1196             9        Typ           1          Gd    BuiltIn       2006.0   
1197             7        Typ           1          Gd     Detchd       1916.0   
1198             6        Typ           0         NaN     Attchd       2001.0   
1199             6        Typ           1          Po     Attchd       1974.0   
1200             5        Typ           0         NaN     Attchd       1972.0   
1201             6        Typ           0         NaN     Attchd       1998.0   
1202             5        Typ           1          Fa     Detchd       1960.0   
1203             6        Typ           1          TA     Attchd       2000.0   
1204             6        Typ           0         NaN     Attchd       1975.0   
1205             7        Typ           1          TA     Attchd       1990.0   
1206             5        Typ           0         NaN     Detchd       1966.0   
1207             7        Typ           0         NaN     Attchd       2003.0   
1208             6        Typ           0         NaN     Detchd       1980.0   
1209             8        Typ           1          Gd     Attchd       2006.0   
1210             8        Typ           1          TA     Attchd       1992.0   
1211             8        Typ           0         NaN    Basment       1988.0   
1212             4        Typ           0         NaN     Attchd       1941.0   
1213             3        Typ           0         NaN     Attchd       1965.0   
1214             6        Typ           0         NaN     Attchd       1962.0   
1215             5        Typ           0         NaN     Detchd       1966.0   
1216             8        Typ           0         NaN     Attchd       1978.0   
1217             6        Typ           0         NaN     Attchd       2009.0   
1218             3        Typ           0         NaN        NaN          NaN   
1219             7        Typ           0         NaN        NaN          NaN   
1220             5        Typ           0         NaN     Attchd       1964.0   
1221             5        Typ           1          TA     Attchd       1968.0   
1222             7        Typ           1          Gd     Attchd       1949.0   
1223             7        Mod           0         NaN     Detchd       1951.0   
1224             8        Typ           1          Gd     Attchd       2004.0   
1225             6        Typ           0         NaN     Attchd       1958.0   
1226             9        Typ           1          Gd    BuiltIn       2007.0   
1227             5        Typ           0         NaN     Detchd       1992.0   
1228             7        Typ           1          Gd     Attchd       2008.0   
1229             7       Maj1           0         NaN    Basment       1960.0   
1230            12        Typ           1          TA    BuiltIn       1977.0   
1231             6        Typ           0         NaN     Attchd       1962.0   
1232             6        Typ           0         NaN    CarPort       1962.0   
1233             6        Typ           0         NaN     Attchd       1959.0   
1234             7        Typ           0         NaN        NaN          NaN   
1235             9        Typ           0         NaN     Detchd       1914.0   
1236             6        Typ           0         NaN    BuiltIn       2003.0   
1237             8        Typ           1          Gd    BuiltIn       2004.0   
1238             6        Typ           0         NaN     Detchd       2005.0   
1239             6        Typ           1          Gd     Attchd       2006.0   
1240             8        Typ           0         NaN     Attchd       2003.0   
1241             7        Typ           0         NaN     Attchd       2007.0   
1242             6        Typ           2          TA     Attchd       1974.0   
1243             7        Typ           1          Gd     Attchd       2006.0   
1244             7        Typ           2          Gd     Detchd       1931.0   
1245             7        Typ           1          TA    BuiltIn       1984.0   
1246             6        Typ           0         NaN     Attchd       2005.0   
1247             6        Typ           0         NaN     Attchd       1976.0   
1248             8        Typ           1          Gd     Detchd       1950.0   
1249             6        Typ           0         NaN     Attchd       1950.0   
1250             8        Typ           2          TA     Attchd       1968.0   
1251             6        Typ           1          Gd     Attchd       2003.0   
1252             5        Typ           0         NaN     Attchd       1968.0   
1253             9        Typ           2          Gd     Attchd       1974.0   
1254             7        Typ           1          Gd    BuiltIn       2003.0   
1255             6        Typ           1          Gd     Detchd       1978.0   
1256             7        Typ           1          TA     Attchd       1994.0   
1257             4        Typ           0         NaN        NaN          NaN   
1258             5        Typ           0         NaN     Attchd       2005.0   
1259             6        Typ           0         NaN     Attchd       1969.0   
1260             7        Typ           1          TA    BuiltIn       1999.0   
1261             5        Typ           0         NaN     Attchd       1956.0   
1262             8       Min2           2          TA     Attchd       1957.0   
1263             8        Typ           1          Gd     Detchd       1940.0   
1264             5        Typ           0         NaN     Attchd       1998.0   
1265             6        Typ           0         NaN     Detchd       1999.0   
1266             9        Typ           1          Gd     Detchd       1960.0   
1267            10        Typ           1          Gd     Attchd       2009.0   
1268            11        Typ           2          Gd    BuiltIn       1982.0   
1269             7        Typ           0         NaN     Attchd       1958.0   
1270             4        Typ           1          TA     Attchd       1979.0   
1271             7        Typ           1          Gd     Attchd       1968.0   
1272             5        Typ           0         NaN     Attchd       1965.0   
1273             5        Typ           1          Gd    Basment       1959.0   
1274             8        Typ           1          Gd     Detchd       1985.0   
1275            10        Typ           0         NaN     Detchd       1948.0   
1276             6        Typ           1          TA     Attchd       1972.0   
1277             7        Typ           1          Gd     Attchd       1967.0   
1278             7        Typ           1          Gd     Attchd       2002.0   
1279             6        Typ           0         NaN     Detchd       1980.0   
1280             6        Typ           0         NaN     Attchd       2002.0   
1281             6        Typ           1          TA     Attchd       1990.0   
1282             5        Typ           0         NaN     Detchd       1977.0   
1283             8        Typ           0         NaN        NaN          NaN   
1284            10       Min2           1          Gd     Detchd       1969.0   
1285             6        Typ           1          Gd     Detchd       1939.0   
1286             6        Typ           2          Gd     Attchd       1963.0   
1287             7        Typ           0         NaN     Attchd       1964.0   
1288             5        Typ           1          Ex     Attchd       2000.0   
1289             8        Typ           1          Gd    BuiltIn       2006.0   
1290             6        Typ           1          Gd     Attchd       1964.0   
1291             6        Typ           0         NaN     Detchd       1972.0   
1292            11       Min2           0         NaN     Attchd       1985.0   
1293             8        Typ           1          TA     Attchd       1976.0   
1294             5        Typ           0         NaN     Detchd       1957.0   
1295             5        Typ           0         NaN     Attchd       1968.0   
1296             6        Typ           0         NaN     Attchd       1963.0   
1297             5        Typ           0         NaN    Basment       2005.0   
1298            12        Typ           3          Gd     Attchd       2008.0   
1299             6        Typ           0         NaN     Attchd       1959.0   
1300             9        Typ           1          TA     Attchd       1999.0   
1301             7        Typ           2          Gd     Attchd       1942.0   
1302             8        Typ           1          TA     Attchd       1994.0   
1303             7        Typ           0         NaN     Attchd       2005.0   
1304             7       Maj1           0         NaN     Detchd       2004.0   
1305             6        Typ           2          Ex     Attchd       2006.0   
1306             6        Typ           1          Gd     Attchd       2005.0   
1307             5        Typ           0         NaN     Detchd       2000.0   
1308             6        Typ           0         NaN     Attchd       1948.0   
1309             6        Typ           0         NaN     Attchd       1991.0   
1310             7        Typ           2          TA     Attchd       1959.0   
1311             6        Typ           0         NaN     Attchd       2005.0   
1312             9        Typ           1          Ex     Attchd       1990.0   
1313            10        Typ           1          TA    BuiltIn       1999.0   
1314             5        Typ           1          TA     Detchd       1956.0   
1315             9        Typ           2          Gd     Attchd       1969.0   
1316             8        Typ           1          Gd     Attchd       2008.0   
1317             5        Typ           1          Gd     Attchd       2006.0   
1318             7        Typ           1          TA     Attchd       2001.0   
1319             5        Typ           0         NaN     Attchd       1954.0   
1320             6        Typ           2          Gd     Attchd       1957.0   
1321             4        Typ           0         NaN     Detchd       1955.0   
1322             8        Typ           1          TA     Attchd       1992.0   
1323             5        Typ           0         NaN        NaN          NaN   
1324             7        Typ           1          Gd     Attchd       2007.0   
1325             5        Typ           0         NaN        NaN          NaN   
1326             6        Typ           0         NaN        NaN          NaN   
1327             5        Typ           1          Ex     Attchd       1982.0   
1328             8        Mod           2          TA     Detchd       1920.0   
1329             8        Typ           1          TA     Attchd       1998.0   
1330             7        Typ           1          Gd     Attchd       2006.0   
1331             6        Typ           0         NaN     Detchd       1976.0   
1332             3        Typ           1          Gd     Detchd       1958.0   
1333             6        Typ           0         NaN     Detchd       1951.0   
1334             7       Min1           0         NaN     Attchd       1970.0   
1335             6        Typ           1          TA     Attchd       1977.0   
1336             8        Typ           0         NaN     Detchd       1973.0   
1337             4        Typ           0         NaN        NaN          NaN   
1338             8        Typ           0         NaN    BuiltIn       2002.0   
1339             5        Typ           0         NaN     Attchd       1972.0   
1340             5        Typ           0         NaN     Detchd       1974.0   
1341             6        Typ           0         NaN     Detchd       2004.0   
1342             7        Typ           1          Gd     Attchd       2002.0   
1343             9        Typ           1          TA     Detchd       1929.0   
1344             8        Typ           1          TA     Attchd       2006.0   
1345             5        Typ           0         NaN     Detchd       1997.0   
1346             9        Typ           1          Gd     Attchd       1968.0   
1347             7        Typ           1          Gd     Attchd       2006.0   
1348             5        Typ           1          Fa     Attchd       1998.0   
1349             8        Typ           0         NaN        NaN          NaN   
1350            12        Typ           0         NaN     Detchd       1969.0   
1351             8        Typ           1          Gd     Attchd       1962.0   
1352             4        Typ           0         NaN     Detchd       1999.0   
1353             9        Typ           1          Ex     Attchd       1996.0   
1354             7        Typ           1          TA     Attchd       2000.0   
1355             8        Typ           1          TA     Attchd       1968.0   
1356             5        Typ           0         NaN     Attchd       1966.0   
1357             6        Typ           1          Fa     Attchd       1971.0   
1358             5        Typ           0         NaN     Detchd       2000.0   
1359             8        Typ           1          Gd     Attchd       2004.0   
1360             8        Typ           0         NaN    BuiltIn       1998.0   
1361             7        Typ           1          Gd     Attchd       2005.0   
1362             7        Typ           1          Gd     Attchd       1920.0   
1363             6        Typ           1          Gd    BuiltIn       2007.0   
1364             4        Typ           0         NaN     Detchd       2005.0   
1365             7        Typ           0         NaN     Attchd       2000.0   
1366             7        Typ           0         NaN     Attchd       1999.0   
1367             6        Typ           1          TA     Attchd       1977.0   
1368             4        Typ           0         NaN     Attchd       2003.0   
1369             8        Typ           1          TA     Attchd       2003.0   
1370             6        Typ           0         NaN     Detchd       1967.0   
1371             8        Typ           1          TA    BuiltIn       1955.0   
1372             8        Typ           1          TA     Detchd       1998.0   
1373             8        Typ           2          Gd     Attchd       2001.0   
1374             9        Typ           1          Gd     Attchd       2005.0   
1375             7        Typ           1          Gd     Attchd       2007.0   
1376             4        Typ           0         NaN     Detchd       1925.0   
1377             6       Min2           0         NaN     Detchd       1977.0   
1378             5        Typ           0         NaN     Detchd       1973.0   
1379             7        Typ           0         NaN    BuiltIn       2007.0   
1380             5        Typ           0         NaN     Detchd       1938.0   
1381             7        Typ           2          Gd     Attchd       1970.0   
1382             8        Typ           0         NaN     Detchd       1989.0   
1383             7        Typ           0         NaN     Attchd       2007.0   
1384             6        Typ           0         NaN     Detchd       1939.0   
1385             7        Typ           0         NaN     Detchd       1922.0   
1386            12        Typ           2          TA     Attchd       1978.0   
1387            10        Typ           1          Gd     Detchd       1916.0   
1388             7        Typ           2          Gd     Attchd       2006.0   
1389             6        Typ           1          Gd     Detchd       2003.0   
1390             6        Typ           0         NaN     Attchd       2000.0   
1391             8        Mod           0         NaN     Detchd       1967.0   
1392             6        Typ           1          Po     Attchd       1967.0   
1393             7        Typ           1          TA     Detchd       2003.0   
1394             6        Typ           1          Gd     Attchd       2006.0   
1395             9        Typ           1          Gd    BuiltIn       2005.0   
1396             7       Min1           2          TA     Detchd       1966.0   
1397             8        Typ           0         NaN     Detchd       1933.0   
1398             7       Min1           0         NaN     Attchd       1950.0   
1399             7        Typ           1          Gd     Detchd       1925.0   
1400             5        Typ           1          Gd    BuiltIn       1929.0   
1401             8        Typ           1          TA     Attchd       2004.0   
1402             6        Typ           1          Gd     Attchd       2006.0   
1403             6        Typ           0         NaN     Attchd       2007.0   
1404             6        Typ           0         NaN     Detchd       1998.0   
1405             5        Typ           1          Gd     Attchd       2004.0   
1406             5        Typ           0         NaN     Detchd       1988.0   
1407             5        Typ           0         NaN        NaN          NaN   
1408             6        Typ           0         NaN     Detchd       1966.0   
1409             7        Typ           1          TA     Attchd       1986.0   
1410             6        Typ           0         NaN     Attchd       2001.0   
1411             6       Min2           0         NaN     Attchd       1950.0   
1412             6        Typ           0         NaN     Detchd       1956.0   
1413             7        Typ           1          Gd     Attchd       2005.0   
1414             8        Typ           1          Gd     Detchd       1922.0   
1415             7        Typ           1          TA     Attchd       2007.0   
1416            11        Typ           0         NaN     Detchd       1971.0   
1417             7        Typ           1          TA     Attchd       1998.0   
1418             6        Typ           0         NaN     Detchd       1962.0   
1419             7        Typ           1          TA     Attchd       1969.0   
1420             7        Typ           1          TA     Attchd       1968.0   
1421             4        Typ           1          Fa     Attchd       1977.0   
1422             3        Typ           0         NaN     Attchd       2003.0   
1423             8        Typ           1          Gd     Attchd       1966.0   
1424             6       Min1           1          TA     Detchd       1970.0   
1425             7        Typ           0         NaN     Detchd       1960.0   
1426             5        Typ           2          TA     Attchd       1994.0   
1427             6        Typ           1          TA     Attchd       1962.0   
1428             4        Typ           2          Gd     Attchd       1940.0   
1429             7        Typ           1          TA     Attchd       1981.0   
1430             7        Typ           1          Gd    BuiltIn       2005.0   
1431             5        Typ           0         NaN     Attchd       1976.0   
1432             5        Typ           0         NaN     Detchd       1928.0   
1433             8        Typ           1          TA     Attchd       2000.0   
1434             5        Typ           1          Gd     Attchd       1977.0   
1435             7        Typ           1          Gd     Attchd       1962.0   
1436             5        Typ           0         NaN     Detchd       1974.0   
1437             7        Typ           1          Gd     Attchd       2008.0   
1438             6        Typ           0         NaN     Attchd       1957.0   
1439             6        Typ           1          TA     Attchd       1979.0   
1440            11       Min1           1          Gd     Detchd       1993.0   
1441             3        Typ           1          TA     Attchd       2004.0   
1442            10        Typ           1          Ex     Attchd       2008.0   
1443             4        Typ           1          Gd     Detchd       1916.0   
1444             7        Typ           0         NaN     Attchd       2004.0   
1445             6        Typ           0         NaN     Detchd       1990.0   
1446             6        Typ           0         NaN     Attchd       1962.0   
1447             8        Typ           1          TA     Attchd       1995.0   
1448             6       Min2           0         NaN     Detchd       1950.0   
1449             3        Typ           0         NaN        NaN          NaN   
1450             8        Typ           0         NaN        NaN          NaN   
1451             7        Typ           1          Gd     Attchd       2008.0   
1452             5        Typ           0         NaN    Basment       2005.0   
1453             6        Typ           0         NaN        NaN          NaN   
1454             6        Typ           0         NaN     Attchd       2004.0   
1455             7        Typ           1          TA     Attchd       1999.0   
1456             7       Min1           2          TA     Attchd       1978.0   
1457             9        Typ           2          Gd     Attchd       1941.0   
1458             5        Typ           0         NaN     Attchd       1950.0   
1459             6        Typ           0         NaN     Attchd       1965.0   

     GarageFinish  GarageCars  GarageArea GarageQual GarageCond PavedDrive  \
0             RFn           2         548         TA         TA          Y   
1             RFn           2         460         TA         TA          Y   
2             RFn           2         608         TA         TA          Y   
3             Unf           3         642         TA         TA          Y   
4             RFn           3         836         TA         TA          Y   
5             Unf           2         480         TA         TA          Y   
6             RFn           2         636         TA         TA          Y   
7             RFn           2         484         TA         TA          Y   
8             Unf           2         468         Fa         TA          Y   
9             RFn           1         205         Gd         TA          Y   
10            Unf           1         384         TA         TA          Y   
11            Fin           3         736         TA         TA          Y   
12            Unf           1         352         TA         TA          Y   
13            RFn           3         840         TA         TA          Y   
14            RFn           1         352         TA         TA          Y   
15            Unf           2         576         TA         TA          Y   
16            Fin           2         480         TA         TA          Y   
17            Unf           2         516         TA         TA          Y   
18            Unf           2         576         TA         TA          Y   
19            Unf           1         294         TA         TA          Y   
20            RFn           3         853         TA         TA          Y   
21            Unf           1         280         TA         TA          N   
22            RFn           2         534         TA         TA          Y   
23            Unf           2         572         TA         TA          Y   
24            Unf           1         270         TA         TA          Y   
25            RFn           3         890         TA         TA          Y   
26            Unf           2         576         TA         TA          Y   
27            RFn           3         772         TA         TA          Y   
28            RFn           1         319         TA         TA          Y   
29            Unf           1         240         Fa         TA          Y   
30            Unf           1         250         TA         Fa          N   
31            Unf           1         271         TA         TA          Y   
32            RFn           2         484         TA         TA          Y   
33            RFn           2         447         TA         TA          Y   
34            Fin           2         556         TA         TA          Y   
35            Fin           3         691         TA         TA          Y   
36            Unf           2         672         TA         TA          Y   
37            Fin           2         498         TA         TA          Y   
38            Unf           1         246         TA         TA          Y   
39            NaN           0           0        NaN        NaN          N   
40            RFn           2         440         TA         TA          Y   
41            RFn           1         308         TA         TA          P   
42            RFn           2         504         TA         Gd          Y   
43            Unf           1         308         TA         TA          Y   
44            RFn           1         300         TA         TA          Y   
45            RFn           2         576         TA         TA          Y   
46            RFn           2         670         TA         TA          Y   
47            RFn           3         826         TA         TA          Y   
48            NaN           0           0        NaN        NaN          N   
49            Unf           1         386         TA         TA          Y   
50            Fin           2         388         TA         TA          Y   
51            Unf           2         528         TA         TA          Y   
52            Unf           2         516         TA         TA          Y   
53            Fin           3         894         TA         TA          Y   
54            Unf           2         572         TA         TA          Y   
55            RFn           2         576         TA         TA          Y   
56            Fin           2         480         TA         TA          Y   
57            RFn           2         565         TA         TA          Y   
58            Fin           3         641         TA         TA          Y   
59            Unf           1         352         TA         TA          Y   
60            Unf           2         576         TA         TA          Y   
61            Unf           1         288         TA         TA          N   
62            RFn           2         484         TA         TA          Y   
63            Unf           2         480         TA         TA          Y   
64            RFn           2         645         TA         TA          Y   
65            RFn           3         852         TA         TA          Y   
66            RFn           2         576         TA         TA          Y   
67            RFn           2         558         TA         TA          Y   
68            Unf           1         220         TA         TA          Y   
69            Fin           2         667         TA         TA          Y   
70            Fin           2         516         TA         TA          Y   
71            Unf           2         360         TA         TA          Y   
72            Fin           2         427         TA         TA          Y   
73            Unf           2         490         TA         TA          Y   
74            Unf           1         379         TA         TA          Y   
75            Unf           1         297         TA         TA          Y   
76            Unf           1         283         TA         TA          Y   
77            Unf           1         240         TA         TA          Y   
78            NaN           0           0        NaN        NaN          Y   
79            Unf           2         440         TA         TA          Y   
80            Fin           1         509         TA         TA          Y   
81            Fin           2         405         TA         TA          Y   
82            RFn           3         758         TA         TA          Y   
83            Unf           2         461         TA         TA          Y   
84            Fin           2         400         TA         TA          Y   
85            Unf           2         462         TA         TA          Y   
86            Fin           2         400         TA         TA          Y   
87            RFn           2         528         TA         TA          Y   
88            NaN           0           0        NaN        NaN          N   
89            NaN           0           0        NaN        NaN          Y   
90            Unf           2         420         TA         TA          Y   
91            Unf           2         480         TA         TA          Y   
92            Unf           2         432         TA         TA          Y   
93            Unf           2         506         TA         TA          Y   
94            RFn           2         684         TA         TA          Y   
95            Fin           2         420         TA         TA          Y   
96            RFn           2         472         TA         TA          Y   
97            Fin           1         432         TA         TA          P   
98            Unf           1         366         Fa         TA          Y   
99            NaN           0           0        NaN        NaN          Y   
100           RFn           2         480         TA         TA          Y   
101           Fin           2         476         TA         TA          Y   
102           Unf           2         410         TA         TA          Y   
103           RFn           3         740         TA         TA          Y   
104           Unf           1         240         TA         TA          Y   
105           RFn           2         648         TA         TA          Y   
106           Unf           1         273         Fa         Fa          N   
107           Unf           1         250         TA         TA          Y   
108           NaN           0           0        NaN        NaN          N   
109           RFn           2         546         TA         TA          Y   
110           Unf           1         325         TA         TA          Y   
111           Fin           2         400         TA         TA          Y   
112           Fin           3         792         TA         TA          Y   
113           Unf           2         450         TA         TA          Y   
114           Unf           1         180         TA         TA          Y   
115           Unf           2         440         TA         TA          Y   
116           Unf           1         288         TA         TA          Y   
117           Unf           2         430         TA         TA          Y   
118           Unf           3         594         TA         TA          Y   
119           Fin           2         390         TA         TA          Y   
120           Unf           2         540         TA         TA          Y   
121           Unf           1         264         TA         TA          P   
122           Unf           1         288         TA         TA          Y   
123           RFn           2         530         TA         TA          Y   
124           Unf           2         435         TA         TA          Y   
125           NaN           0           0        NaN        NaN          N   
126           RFn           2         440         TA         TA          Y   
127           NaN           0           0        NaN        NaN          N   
128           RFn           2         453         TA         TA          Y   
129           RFn           2         750         TA         TA          Y   
130           Fin           2         487         TA         TA          Y   
131           RFn           2         390         TA         TA          Y   
132           Unf           2         624         TA         TA          Y   
133           Fin           2         471         TA         TA          Y   
134           RFn           2         440         TA         TA          Y   
135           Unf           2         530         TA         TA          Y   
136           RFn           1         318         TA         TA          Y   
137           Unf           3         766         TA         TA          Y   
138           Fin           3         660         TA         TA          Y   
139           RFn           2         470         TA         TA          Y   
140           NaN           0           0        NaN        NaN          Y   
141           Fin           2         660         TA         TA          Y   
142           Unf           2         720         TA         TA          Y   
143           RFn           2         577         TA         TA          Y   
144           Unf           2         504         TA         TA          Y   
145           Unf           2         380         TA         TA          Y   
146           Unf           1         180         Fa         TA          Y   
147           Fin           2         434         TA         TA          Y   
148           NaN           0           0        NaN        NaN          Y   
149           Unf           1         240         Fa         TA          Y   
150           Unf           2         440         TA         TA          Y   
151           RFn           3         866         TA         TA          Y   
152           RFn           2         495         TA         TA          Y   
153           RFn           2         564         TA         TA          Y   
154           Unf           1         312         Fa         Fa          Y   
155           NaN           0           0        NaN        NaN          N   
156           Unf           2         625         TA         TA          Y   
157           Fin           3         680         TA         TA          Y   
158           RFn           2         678         TA         TA          Y   
159           RFn           2         576         TA         TA          Y   
160           Unf           2         516         TA         TA          Y   
161           Fin           3         726         TA         TA          Y   
162           RFn           2         532         TA         TA          Y   
163           NaN           0           0        NaN        NaN          Y   
164           Unf           1         216         TA         TA          Y   
165           NaN           0           0        NaN        NaN          Y   
166           Fin           1         303         TA         TA          Y   
167           Fin           3         789         TA         TA          Y   
168           Fin           2         440         TA         TA          Y   
169           RFn           2         511         TA         TA          Y   
170           Unf           2         660         TA         TA          Y   
171           Fin           2         528         TA         TA          P   
172           RFn           2         504         Gd         TA          Y   
173           Unf           2         504         TA         TA          Y   
174           Fin           2         616         TA         TA          Y   
175           Unf           2         576         TA         TA          Y   
176           Unf           2         521         TA         TA          Y   
177           Unf           2         451         TA         TA          Y   
178           Fin           3        1166         TA         TA          Y   
179           Unf           2         480         Fa         TA          N   
180           Unf           2         440         TA         TA          Y   
181           Unf           1         216         Fa         TA          Y   
182           RFn           1         252         TA         TA          Y   
183           Unf           2         484         TA         TA          N   
184           Unf           2         576         TA         TA          Y   
185           Unf           3         840         Ex         TA          Y   
186           Unf           2         497         TA         TA          Y   
187           Unf           1         180         Fa         Fa          N   
188           Unf           2         528         TA         TA          Y   
189           Fin           2         682         TA         TA          Y   
190           Unf           2         440         TA         TA          Y   
191           Fin           2         484         TA         TA          Y   
192           Fin           2         666         TA         TA          Y   
193           Unf           2         380         TA         TA          Y   
194           Unf           1         352         TA         TA          Y   
195           Unf           2         440         TA         TA          Y   
196           Fin           3         786         TA         TA          Y   
197           Unf           2         795         TA         TA          Y   
198           NaN           0           0        NaN        NaN          Y   
199           Fin           3         856         TA         TA          Y   
200           RFn           2         440         TA         TA          Y   
201           Unf           2         473         TA         TA          Y   
202           Unf           1         398         TA         TA          Y   
203           RFn           2         420         TA         TA          Y   
204           Unf           1         240         TA         TA          Y   
205           RFn           2         500         TA         TA          Y   
206           RFn           1         349         TA         TA          Y   
207           RFn           1         312         TA         TA          Y   
208           Fin           2         454         TA         TA          Y   
209           RFn           2         504         TA         Gd          Y   
210           NaN           0           0        NaN        NaN          Y   
211           RFn           2         460         TA         TA          Y   
212           RFn           2         644         TA         TA          Y   
213           Unf           2         576         TA         TA          Y   
214           Fin           1         299         TA         TA          Y   
215           Unf           1         447         TA         TA          Y   
216           Unf           2         484         TA         TA          Y   
217           Unf           1         210         TA         TA          Y   
218           Unf           2         431         TA         TA          Y   
219           Fin           2         438         TA         TA          Y   
220           RFn           2         675         TA         TA          Y   
221           RFn           2         390         TA         TA          Y   
222           RFn           2         434         TA         TA          Y   
223           Unf           2         576         TA         TA          Y   
224           Fin           3         968         TA         TA          Y   
225           Unf           1         280         TA         TA          Y   
226           RFn           3         721         TA         TA          Y   
227           Unf           1         280         TA         TA          Y   
228           Unf           1         336         TA         TA          Y   
229           Fin           2         430         TA         TA          Y   
230           RFn           1         312         TA         TA          Y   
231           Fin           3         810         TA         TA          Y   
232           Unf           1         288         TA         TA          Y   
233           Unf           1         308         TA         TA          Y   
234           Fin           2         440         TA         TA          Y   
235           Unf           1         264         TA         TA          Y   
236           RFn           2         494         TA         TA          Y   
237           RFn           2         457         TA         TA          Y   
238           Fin           3         818         TA         TA          Y   
239           Unf           1         220         TA         TA          Y   
240           RFn           2         750         TA         TA          Y   
241           NaN           0           0        NaN        NaN          Y   
242           Unf           1         352         Fa         TA          Y   
243           RFn           1         288         TA         TA          Y   
244           RFn           2         463         TA         TA          Y   
245           Fin           2         604         TA         TA          Y   
246           Unf           1         440         Po         Po          Y   
247           Unf           2         451         TA         TA          Y   
248           RFn           2         500         TA         TA          Y   
249           Fin           2         389         TA         TA          Y   
250           NaN           0           0        NaN        NaN          Y   
251           Fin           2         538         TA         TA          Y   
252           RFn           2         520         TA         TA          Y   
253           RFn           1         309         TA         TA          Y   
254           RFn           1         294         TA         TA          Y   
255           Fin           2         429         TA         TA          Y   
256           RFn           2         673         TA         TA          Y   
257           RFn           2         660         TA         TA          Y   
258           RFn           2         564         TA         TA          Y   
259           Unf           1         308         TA         TA          Y   
260           Unf           2         884         TA         TA          Y   
261           Fin           3         868         TA         TA          Y   
262           Unf           2         492         TA         TA          Y   
263           Unf           2         484         TA         TA          Y   
264           Unf           2         504         TA         TA          N   
265           Fin           2         576         TA         TA          Y   
266           Fin           2         413         TA         TA          Y   
267           Unf           1         240         TA         TA          Y   
268           Fin           1         924         Ex         Ex          Y   
269           RFn           1         504         TA         Gd          Y   
270           RFn           3        1053         TA         TA          Y   
271           Unf           2         439         TA         TA          Y   
272           Fin           3         671         TA         TA          Y   
273           RFn           1         338         TA         TA          Y   
274           Unf           1         264         TA         TA          Y   
275           Unf           2         672         TA         TA          Y   
276           Fin           2         573         TA         TA          Y   
277           Unf           2         400         TA         TA          Y   
278           Fin           3         732         TA         TA          Y   
279           Fin           2         505         TA         TA          Y   
280           Fin           2         575         TA         TA          Y   
281           Fin           2         572         TA         TA          Y   
282           RFn           2         626         TA         TA          Y   
283           Fin           3         898         TA         TA          Y   
284           RFn           2         529         TA         TA          Y   
285           RFn           2         528         TA         TA          Y   
286           RFn           2         440         TA         TA          Y   
287           NaN           0           0        NaN        NaN          Y   
288           Unf           1         280         TA         TA          Y   
289           Unf           1         384         TA         TA          Y   
290           RFn           2         685         Gd         TA          Y   
291           NaN           0           0        NaN        NaN          N   
292           Unf           1         281         TA         TA          Y   
293           Fin           2         539         TA         TA          Y   
294           Fin           2         418         TA         TA          Y   
295           Unf           2         588         TA         TA          Y   
296           Unf           1         282         TA         TA          Y   
297           RFn           2         576         TA         TA          Y   
298           Unf           2         539         TA         TA          Y   
299           Unf           1         300         TA         TA          Y   
300           Unf           1         375         TA         TA          Y   
301           Fin           2         683         TA         TA          Y   
302           RFn           3         843         TA         TA          Y   
303           Unf           2         552         TA         TA          Y   
304           Unf           3         870         TA         TA          Y   
305           Fin           3         888         TA         TA          Y   
306           RFn           3         746         TA         TA          Y   
307           NaN           0           0        NaN        NaN          N   
308           Unf           2         539         TA         TA          Y   
309           Fin           3         708         TA         TA          Y   
310           Fin           2         420         TA         TA          Y   
311           Unf           1         240         TA         TA          Y   
312           Unf           2         410         TA         TA          Y   
313           RFn           2         513         TA         TA          Y   
314           Unf           2         546         Fa         TA          Y   
315           Fin           2         432         TA         TA          Y   
316           RFn           2         484         TA         TA          Y   
317           RFn           3        1025         TA         TA          Y   
318           RFn           3         656         TA         TA          Y   
319           Unf           2         588         TA         TA          Y   
320           RFn           3         840         TA         TA          Y   
321           Fin           3         872         TA         TA          Y   
322           Fin           2         576         TA         TA          Y   
323           Unf           1         220         Fa         TA          Y   
324           Fin           2         564         TA         TA          Y   
325           Unf           2         360         TA         TA          Y   
326           Fin           2         473         TA         TA          Y   
327           RFn           1         292         TA         TA          Y   
328           Unf           2         441         TA         TA          Y   
329           Unf           1         189         Fa         Fa          N   
330           Unf           1         352         TA         TA          Y   
331           RFn           1         308         TA         TA          Y   
332           RFn           3         880         TA         TA          Y   
333           RFn           2         484         TA         TA          Y   
334           Fin           2         472         TA         TA          Y   
335           Fin           2         529         TA         TA          Y   
336           Fin           3         676         TA         TA          Y   
337           RFn           2         532         TA         TA          Y   
338           RFn           2         440         TA         TA          Y   
339           Unf           1         297         TA         TA          Y   
340           Fin           2         431         TA         TA          Y   
341           Unf           1         294         TA         TA          N   
342           Unf           2         400         TA         TA          Y   
343           RFn           2         564         TA         TA          Y   
344           Unf           1         336         TA         TA          Y   
345           Unf           1         312         TA         TA          Y   
346           RFn           1         301         TA         TA          Y   
347           Unf           2         498         TA         TA          Y   
348           RFn           2         474         TA         TA          Y   
349           Fin           3         706         TA         TA          Y   
350           RFn           2         617         TA         TA          Y   
351           RFn           2         445         TA         TA          Y   
352           Unf           1         200         TA         Fa          Y   
353           Unf           2         484         TA         TA          Y   
354           Unf           1         240         TA         TA          Y   
355           RFn           2         521         TA         TA          Y   
356           RFn           2         400         TA         TA          Y   
357           Fin           2         528         TA         TA          Y   
358           Unf           1         288         TA         TA          Y   
359           RFn           2         592         TA         TA          Y   
360           RFn           2         470         TA         TA          Y   
361           Unf           1         240         TA         TA          N   
362           RFn           2         672         TA         TA          Y   
363           Unf           1         264         TA         TA          Y   
364           Fin           2         566         TA         TA          Y   
365           Unf           1         468         TA         Fa          Y   
366           RFn           2         514         TA         TA          Y   
367           RFn           1         296         TA         TA          Y   
368           Fin           1         244         TA         TA          Y   
369           Fin           2         576         TA         TA          Y   
370           RFn           2         460         TA         TA          Y   
371           Fin           2         680         TA         TA          N   
372           Unf           1         264         TA         TA          Y   
373           Unf           1         270         TA         TA          Y   
374           Fin           2         434         TA         TA          Y   
375           NaN           0           0        NaN        NaN          Y   
376           Unf           2         576         TA         TA          Y   
377           RFn           2         610         TA         TA          Y   
378           Fin           3         834         TA         TA          Y   
379           Fin           2         463         TA         TA          Y   
380           Unf           1         308         TA         TA          Y   
381           RFn           2         572         TA         TA          Y   
382           RFn           2         639         TA         TA          Y   
383           Unf           2         360         Fa         Fa          N   
384           Fin           2         501         TA         TA          Y   
385           Fin           2         430         TA         TA          Y   
386           NaN           0           0        NaN        NaN          N   
387           Unf           1         352         TA         TA          Y   
388           RFn           2         577         TA         TA          Y   
389           Fin           3         846         TA         TA          Y   
390           Unf           1         384         TA         TA          Y   
391           Fin           2         560         TA         TA          Y   
392           RFn           1         294         TA         TA          Y   
393           NaN           0           0        NaN        NaN          Y   
394           Unf           1         240         TA         TA          Y   
395           Unf           1         596         TA         TA          Y   
396           RFn           2         600         TA         TA          Y   
397           RFn           1         264         TA         TA          Y   
398           Unf           1         338         Po         Po          N   
399           Fin           2         438         TA         TA          Y   
400           Fin           2         500         TA         TA          Y   
401           Fin           2         400         TA         TA          Y   
402           Unf           1         240         TA         TA          N   
403           Fin           2         420         TA         TA          Y   
404           Fin           2         373         TA         TA          Y   
405           Unf           2         490         TA         TA          Y   
406           Unf           1         240         TA         TA          Y   
407           Unf           1         308         TA         TA          Y   
408           RFn           3         947         TA         TA          Y   
409           Fin           3         836         TA         TA          Y   
410           Unf           1         350         TA         TA          Y   
411           Fin           2         572         TA         TA          Y   
412           Fin           2         484         TA         TA          Y   
413           Unf           2         360         TA         TA          Y   
414           Unf           3         678         TA         TA          Y   
415           Fin           2         396         TA         TA          Y   
416           Fin           2         440         TA         TA          Y   
417           Unf           3         864         TA         TA          N   
418           Unf           1         240         TA         TA          P   
419           Unf           1         304         TA         TA          Y   
420           Fin           4         784         TA         TA          Y   
421           Fin           2         529         TA         TA          Y   
422           RFn           2         520         TA         TA          N   
423           Fin           3         696         TA         TA          Y   
424           RFn           1         297         TA         TA          Y   
425           Unf           1         240         TA         TA          P   
426           Fin           2         569         TA         TA          Y   
427           Unf           1         352         TA         TA          Y   
428           RFn           2         628         TA         TA          Y   
429           Unf           2         576         TA         TA          Y   
430           Unf           1         264         TA         TA          Y   
431           NaN           0           0        NaN        NaN          N   
432           Unf           2         440         TA         TA          Y   
433           Fin           2         470         TA         TA          Y   
434           NaN           0           0        NaN        NaN          Y   
435           RFn           2         550         TA         TA          Y   
436           Unf           2         440         TA         TA          Y   
437           Unf           1         180         TA         TA          Y   
438           Unf           1         352         Gd         TA          P   
439           Unf           2         528         TA         TA          Y   
440           Fin           3         672         TA         TA          Y   
441           NaN           0           0        NaN        NaN          Y   
442           Unf           2         360         TA         TA          P   
443           Fin           3         648         TA         TA          Y   
444           Unf           2         493         TA         TA          Y   
445           Unf           2         480         TA         TA          Y   
446           Fin           2         578         TA         TA          Y   
447           Fin           2         431         TA         TA          Y   
448           Unf           1         198         TA         TA          N   
449           Unf           1         308         TA         TA          Y   
450           Unf           1         270         Fa         Fa          N   
451           Unf           2         576         TA         TA          Y   
452           Fin           2         422         TA         TA          Y   
453           RFn           2         676         TA         TA          Y   
454           Unf           2         560         TA         TA          Y   
455           Unf           2         528         TA         TA          Y   
456           Unf           3         513         Fa         Fa          Y   
457           Fin           2         529         TA         TA          Y   
458           Unf           1         228         TA         TA          Y   
459           Unf           1         352         TA         TA          Y   
460           Fin           2         552         TA         TA          Y   
461           RFn           2         576         TA         TA          Y   
462           Unf           1         360         TA         TA          Y   
463           Unf           1         240         TA         TA          Y   
464           NaN           0           0        NaN        NaN          Y   
465           Fin           2         398         TA         TA          Y   
466           Unf           2         526         TA         TA          Y   
467           Unf           1         312         TA         TA          Y   
468           RFn           3         866         TA         TA          Y   
469           RFn           2         506         TA         TA          Y   
470           RFn           2         528         TA         TA          Y   
471           RFn           2         534         TA         TA          Y   
472           RFn           2         525         TA         TA          Y   
473           RFn           3         908         TA         TA          Y   
474           RFn           2         499         TA         TA          Y   
475           Unf           2         624         TA         TA          Y   
476           Fin           2         508         TA         TA          Y   
477           Fin           3         694         TA         TA          Y   
478           RFn           3         826         TA         TA          Y   
479           Unf           2         672         TA         TA          Y   
480           Fin           3         772         TA         TA          Y   
481           Fin           3         874         TA         TA          Y   
482           Unf           1         164         Fa         Fa          Y   
483           Unf           2         402         TA         TA          Y   
484           Unf           1         264         TA         TA          Y   
485           Unf           1         264         TA         TA          Y   
486           RFn           2         515         TA         TA          Y   
487           Unf           2         487         TA         TA          Y   
488           Unf           2         520         TA         Fa          N   
489           Unf           1         286         TA         TA          Y   
490           Fin           1         336         TA         TA          Y   
491           Unf           1         240         TA         TA          Y   
492           RFn           2         429         TA         TA          Y   
493           Unf           1         308         TA         TA          Y   
494           Unf           1         273         TA         TA          Y   
495           NaN           0           0        NaN        NaN          N   
496           RFn           2         546         TA         TA          Y   
497           Unf           1         240         TA         TA          N   
498           Fin           1         288         TA         TA          Y   
...           ...         ...         ...        ...        ...        ...   
961           Fin           2         619         TA         TA          Y   
962           Unf           2         440         TA         TA          Y   
963           Fin           2         702         TA         TA          Y   
964           Fin           2         510         TA         TA          Y   
965           Fin           2         393         TA         TA          Y   
966           Unf           1         256         TA         TA          Y   
967           Unf           1         260         TA         TA          Y   
968           NaN           0           0        NaN        NaN          Y   
969           RFn           1         264         TA         TA          Y   
970           NaN           0           0        NaN        NaN          Y   
971           RFn           2         474         TA         TA          Y   
972           Unf           1         264         TA         TA          Y   
973           Fin           2         480         TA         TA          Y   
974           Unf           2         532         TA         TA          Y   
975           Unf           2         490         TA         TA          Y   
976           NaN           0           0        NaN        NaN          Y   
977           Fin           2         569         TA         TA          Y   
978           Unf           2         400         TA         TA          Y   
979           Unf           2         480         TA         TA          Y   
980           RFn           2         588         TA         TA          Y   
981           Fin           3         676         TA         TA          Y   
982           Fin           2         388         TA         TA          Y   
983           Unf           2         779         TA         TA          Y   
984           Unf           2         539         TA         TA          Y   
985           Unf           1         240         TA         TA          Y   
986           Unf           1         255         Fa         TA          Y   
987           Fin           3         606         TA         TA          Y   
988           Fin           2         551         TA         TA          Y   
989           RFn           2         614         TA         TA          Y   
990           Fin           3         870         TA         TA          Y   
991           Unf           2         424         TA         TA          P   
992           RFn           2         440         TA         TA          Y   
993           RFn           2         564         TA         TA          Y   
994           Fin           3         786         TA         TA          Y   
995           Unf           1         305         TA         TA          Y   
996           Unf           1         368         TA         TA          Y   
997           RFn           2         615         TA         TA          Y   
998           Unf           1         210         TA         Fa          P   
999           RFn           2         632         TA         TA          Y   
1000          Unf           2         528         TA         Fa          Y   
1001          Unf           1         216         Fa         TA          N   
1002          RFn           3         824         TA         TA          Y   
1003          Unf           2         528         TA         TA          Y   
1004          Fin           2         457         TA         TA          Y   
1005          Unf           1         328         TA         TA          Y   
1006          Unf           2         484         TA         TA          Y   
1007          RFn           1         286         TA         TA          Y   
1008          Fin           2         550         TA         TA          Y   
1009          NaN           0           0        NaN        NaN          P   
1010          Unf           1         312         TA         TA          Y   
1011          NaN           0           0        NaN        NaN          Y   
1012          Unf           1         180         TA         TA          Y   
1013          Unf           1         280         TA         TA          Y   
1014          Unf           1         240         TA         TA          Y   
1015          Fin           2         528         TA         TA          Y   
1016          Fin           2         478         TA         TA          Y   
1017          RFn           2         565         TA         TA          Y   
1018          RFn           2         402         TA         TA          Y   
1019          Fin           2         440         TA         TA          Y   
1020          Fin           2         451         TA         TA          Y   
1021          RFn           2         632         TA         TA          Y   
1022          Unf           1         160         Fa         Fa          Y   
1023          Fin           2         437         TA         TA          Y   
1024          Fin           2         665         TA         TA          Y   
1025          Unf           2         461         TA         TA          Y   
1026          Unf           2         461         TA         TA          Y   
1027          RFn           3         800         TA         TA          Y   
1028          Unf           1         240         TA         TA          Y   
1029          Unf           1         264         TA         TA          Y   
1030          NaN           0           0        NaN        NaN          N   
1031          Fin           2         672         TA         TA          Y   
1032          RFn           3         796         TA         TA          Y   
1033          Unf           3         900         TA         TA          Y   
1034          Unf           1         240         Fa         TA          Y   
1035          Unf           1         290         TA         TA          N   
1036          Fin           3         912         TA         TA          Y   
1037          Fin           2         905         TA         TA          Y   
1038          NaN           0           0        NaN        NaN          Y   
1039          Unf           1         286         TA         TA          Y   
1040          RFn           2         484         TA         TA          Y   
1041          Unf           2         484         TA         TA          Y   
1042          RFn           2         624         TA         TA          Y   
1043          Unf           2         514         TA         TA          Y   
1044          Fin           2         542         TA         TA          Y   
1045          Unf           2         452         TA         TA          Y   
1046          Fin           3         716         TA         TA          Y   
1047          Unf           2         672         TA         TA          Y   
1048          Unf           2         336         TA         TA          Y   
1049          Unf           1         308         TA         TA          Y   
1050          Fin           2         436         TA         TA          Y   
1051          Fin           2         440         TA         TA          Y   
1052          RFn           2         540         TA         TA          Y   
1053          Unf           1         364         TA         TA          Y   
1054          Fin           2         586         TA         TA          Y   
1055          Fin           2         478         TA         TA          Y   
1056          RFn           2         484         TA         TA          Y   
1057          Fin           2         467         TA         TA          Y   
1058          Fin           3         836         TA         TA          Y   
1059          Unf           2         432         TA         Fa          Y   
1060          Fin           2         582         TA         TA          Y   
1061          RFn           3        1248         TA         TA          Y   
1062          Unf           2         560         TA         TA          Y   
1063          Unf           2         440         TA         TA          Y   
1064          RFn           2         480         TA         TA          Y   
1065          RFn           2         533         TA         TA          Y   
1066          RFn           2         380         TA         TA          Y   
1067          RFn           2         442         TA         TA          Y   
1068          Fin           2         576         TA         TA          Y   
1069          Unf           2         576         TA         TA          Y   
1070          Unf           1         286         TA         TA          Y   
1071          Unf           2         441         TA         TA          Y   
1072          Unf           1         280         TA         TA          P   
1073          Fin           2         440         TA         TA          Y   
1074          RFn           3         826         TA         TA          Y   
1075          Unf           1         240         TA         TA          Y   
1076          Unf           2         566         TA         TA          Y   
1077          Fin           1         299         TA         TA          Y   
1078          RFn           2         420         TA         TA          Y   
1079          Unf           1         299         TA         TA          Y   
1080          RFn           2         528         TA         TA          Y   
1081          Fin           1         308         TA         TA          Y   
1082          RFn           2         527         TA         TA          Y   
1083          RFn           1         461         TA         TA          Y   
1084          Fin           2         409         TA         TA          Y   
1085          Unf           2         564         TA         TA          Y   
1086          RFn           1         286         TA         TA          Y   
1087          RFn           3        1043         TA         TA          Y   
1088          Unf           2         380         TA         TA          Y   
1089          Fin           2         550         TA         TA          Y   
1090          Unf           2         400         TA         TA          Y   
1091          Unf           2         462         TA         TA          Y   
1092          Unf           2         576         TA         TA          Y   
1093          Unf           2         884         TA         TA          Y   
1094          Fin           1         308         TA         TA          Y   
1095          RFn           2         440         TA         TA          Y   
1096          NaN           0           0        NaN        NaN          Y   
1097          RFn           2         461         TA         TA          Y   
1098          Unf           1         240         TA         TA          Y   
1099          RFn           2         478         TA         TA          Y   
1100          Unf           1         246         TA         TA          N   
1101          Unf           1         280         TA         TA          Y   
1102          RFn           1         254         TA         TA          Y   
1103          Fin           2         539         TA         TA          Y   
1104          Unf           2         440         TA         TA          Y   
1105          RFn           2         712         TA         TA          Y   
1106          Fin           2         719         TA         TA          Y   
1107          RFn           2         422         TA         TA          Y   
1108          RFn           2         463         TA         TA          Y   
1109          Fin           3         862         TA         TA          Y   
1110          Fin           2         431         TA         TA          Y   
1111          RFn           2         483         TA         TA          Y   
1112          Unf           1         308         TA         TA          Y   
1113          Unf           1         240         TA         TA          Y   
1114          Unf           1         326         TA         TA          Y   
1115          RFn           3         928         TA         TA          Y   
1116          Fin           2         527         TA         TA          Y   
1117          RFn           2         450         TA         TA          Y   
1118          RFn           1         300         TA         TA          Y   
1119          RFn           1         286         TA         TA          Y   
1120          Unf           1         308         TA         TA          Y   
1121          RFn           3         782         TA         TA          Y   
1122          Unf           1         288         TA         TA          Y   
1123          NaN           0           0        NaN        NaN          Y   
1124          Fin           2         392         TA         TA          Y   
1125          Unf           2         672         Fa         Fa          Y   
1126          Fin           3         660         TA         TA          Y   
1127          Fin           3         630         TA         TA          Y   
1128          Fin           2         434         TA         TA          Y   
1129          Unf           2         672         TA         TA          Y   
1130          Unf           2         576         TA         TA          Y   
1131          NaN           0           0        NaN        NaN          Y   
1132          Unf           1         205         Fa         TA          N   
1133          RFn           2         466         TA         TA          Y   
1134          Fin           2         460         TA         TA          Y   
1135          Unf           1         180         TA         TA          Y   
1136          Unf           1         288         TA         TA          Y   
1137          NaN           0           0        NaN        NaN          N   
1138          RFn           2         714         TA         TA          Y   
1139          Unf           2         495         TA         TA          Y   
1140          Unf           2         840         TA         TA          Y   
1141          Unf           2         484         TA         TA          Y   
1142          RFn           3        1052         TA         TA          Y   
1143          NaN           0           0        NaN        NaN          Y   
1144          Unf           1         280         TA         TA          Y   
1145          Unf           1         225         TA         TA          Y   
1146          Unf           2         403         TA         TA          Y   
1147          Unf           1         234         TA         TA          Y   
1148          Unf           1         288         TA         TA          Y   
1149          Unf           2         324         TA         TA          Y   
1150          Unf           1         306         TA         TA          Y   
1151          Fin           2         528         TA         TA          Y   
1152          Fin           2         470         TA         TA          Y   
1153          Unf           1         432         TA         TA          Y   
1154          Unf           2         492         TA         TA          Y   
1155          RFn           2         528         TA         TA          Y   
1156          RFn           2         502         TA         TA          Y   
1157          RFn           2         626         TA         TA          Y   
1158          RFn           3         830         TA         TA          Y   
1159          RFn           2         540         Gd         TA          Y   
1160          Unf           2         440         TA         TA          Y   
1161          Unf           2         924         TA         TA          Y   
1162          Fin           2         450         TA         TA          Y   
1163          Unf           2         400         Fa         TA          Y   
1164          Unf           2         588         TA         TA          Y   
1165          RFn           2         644         TA         TA          Y   
1166          RFn           3         776         TA         TA          Y   
1167          Fin           2         472         TA         TA          Y   
1168          Unf           2         540         TA         TA          Y   
1169          Fin           3         807         TA         TA          Y   
1170          Fin           1         358         TA         TA          Y   
1171          RFn           2         433         TA         TA          Y   
1172          Fin           2         625         TA         TA          Y   
1173          NaN           0           0        NaN        NaN          Y   
1174          Unf           2         360         TA         TA          Y   
1175          Fin           2         541         TA         TA          Y   
1176          Unf           1         264         TA         TA          Y   
1177          Unf           1         210         TA         TA          N   
1178          Unf           1         186         Fa         TA          Y   
1179          NaN           0           0        NaN        NaN          N   
1180          Fin           2         693         TA         TA          Y   
1181          Fin           2         482         TA         TA          Y   
1182          Fin           3         813         TA         TA          Y   
1183          Unf           2         720         TA         TA          Y   
1184          RFn           3         995         TA         TA          Y   
1185          Unf           1         392         TA         TA          Y   
1186          Unf           2         420         Fa         Fa          Y   
1187          RFn           3         757         TA         TA          Y   
1188          RFn           2         493         TA         TA          Y   
1189          Fin           2         442         TA         TA          Y   
1190          Fin           4        1356         TA         TA          Y   
1191          Unf           2         492         TA         TA          Y   
1192          Unf           1         250         TA         Fa          P   
1193          Fin           2         402         TA         TA          Y   
1194          Fin           1         299         TA         TA          Y   
1195          Fin           2         400         TA         TA          Y   
1196          Fin           3         660         TA         TA          Y   
1197          Unf           1         225         TA         TA          Y   
1198          RFn           2         573         TA         TA          Y   
1199          Unf           2         459         TA         TA          Y   
1200          Unf           1         280         TA         TA          Y   
1201          RFn           2         546         TA         TA          Y   
1202          Unf           1         216         TA         TA          N   
1203          Unf           2         451         TA         TA          Y   
1204          RFn           2         495         TA         TA          Y   
1205          RFn           3         701         TA         TA          Y   
1206          Unf           1         384         TA         TA          Y   
1207          RFn           2         544         TA         TA          Y   
1208          Unf           2         506         TA         TA          Y   
1209          RFn           2         500         TA         TA          Y   
1210          RFn           2         462         TA         TA          Y   
1211          RFn           2         492         TA         TA          Y   
1212          Unf           1         234         TA         TA          N   
1213          Unf           1         364         TA         TA          Y   
1214          Unf           1         300         TA         TA          Y   
1215          RFn           1         384         TA         TA          Y   
1216          Unf           2         539         TA         TA          Y   
1217          RFn           2         552         TA         TA          Y   
1218          NaN           0           0        NaN        NaN          N   
1219          NaN           0           0        NaN        NaN          N   
1220          Unf           1         288         TA         TA          Y   
1221          Unf           1         322         TA         TA          Y   
1222          Unf           1         315         TA         TA          Y   
1223          Unf           2         528         TA         TA          Y   
1224          Fin           2         388         TA         TA          Y   
1225          RFn           1         264         TA         TA          Y   
1226          Fin           3         668         TA         TA          Y   
1227          Unf           2         576         TA         TA          Y   
1228          Fin           3        1052         TA         TA          Y   
1229          Unf           1         404         TA         TA          Y   
1230          RFn           2         600         TA         TA          N   
1231          Unf           2         540         TA         TA          Y   
1232          Unf           2         462         TA         TA          Y   
1233          RFn           2         531         TA         TA          Y   
1234          NaN           0           0        NaN        NaN          N   
1235          Unf           1         180         Fa         Fa          N   
1236          RFn           2         474         TA         TA          Y   
1237          Fin           2         434         TA         TA          Y   
1238          Unf           2         484         TA         TA          Y   
1239          RFn           2         472         TA         TA          Y   
1240          RFn           2         543         TA         TA          Y   
1241          RFn           3         954         TA         TA          Y   
1242          RFn           2         528         TA         TA          Y   
1243          Fin           3         850         TA         TA          Y   
1244          Unf           2         400         TA         TA          Y   
1245          Fin           2         477         TA         TA          Y   
1246          RFn           2         615         TA         TA          Y   
1247          Unf           3         888         TA         TA          Y   
1248          Unf           2         396         Fa         Fa          P   
1249          Unf           1         276         TA         TA          Y   
1250          Fin           2         522         TA         TA          Y   
1251          RFn           2         478         TA         TA          Y   
1252          RFn           1         288         TA         TA          Y   
1253          RFn           2         518         TA         TA          Y   
1254          Fin           2         397         TA         TA          Y   
1255          Unf           1         560         TA         TA          Y   
1256          Fin           2         691         TA         TA          Y   
1257          NaN           0           0        NaN        NaN          Y   
1258          Fin           2         400         TA         TA          Y   
1259          Unf           2         460         TA         TA          Y   
1260          Fin           2         502         TA         TA          Y   
1261          Unf           1         338         TA         TA          Y   
1262          Unf           1         304         TA         TA          Y   
1263          Unf           2         520         TA         TA          N   
1264          Fin           2         511         TA         TA          Y   
1265          Unf           2         506         TA         TA          Y   
1266          Unf           1         308         TA         TA          N   
1267          Fin           3         746         TA         TA          Y   
1268          Unf           3        1014         TA         TA          Y   
1269          Unf           1         315         TA         TA          Y   
1270          Fin           2         586         TA         TA          Y   
1271          RFn           2         462         TA         TA          Y   
1272          Unf           1         288         TA         TA          Y   
1273          RFn           1         312         TA         TA          Y   
1274          Unf           2         552         TA         TA          Y   
1275          Unf           2         400         TA         Fa          Y   
1276          Unf           2         497         TA         TA          Y   
1277          RFn           2         480         TA         TA          Y   
1278          RFn           2         577         TA         TA          Y   
1279          RFn           2         528         TA         TA          Y   
1280          RFn           2         544         TA         TA          Y   
1281          Fin           2         484         Gd         Gd          Y   
1282          Unf           2         484         TA         TA          Y   
1283          NaN           0           0        NaN        NaN          Y   
1284          Unf           1         336         TA         TA          Y   
1285          Unf           1         280         TA         TA          Y   
1286          Unf           2         528         TA         TA          Y   
1287          Unf           2         390         TA         TA          N   
1288          Fin           2         499         TA         TA          Y   
1289          Fin           3         753         TA         TA          Y   
1290          RFn           2         484         TA         TA          Y   
1291          Unf           1         264         TA         TA          Y   
1292          RFn           1         432         TA         TA          Y   
1293          RFn           2         528         TA         TA          Y   
1294          Unf           2         572         TA         TA          N   
1295          RFn           1         288         TA         TA          Y   
1296          RFn           2         525         TA         TA          Y   
1297          Fin           2         525         TA         TA          Y   
1298          Fin           2        1418         TA         TA          Y   
1299          RFn           1         305         TA         TA          Y   
1300          Fin           2         490         TA         TA          Y   
1301          Unf           1         213         TA         TA          P   
1302          RFn           3         844         TA         TA          Y   
1303          RFn           3         834         TA         TA          Y   
1304          Unf           2         380         TA         TA          Y   
1305          Fin           2         840         TA         TA          Y   
1306          RFn           2         474         TA         TA          Y   
1307          Unf           2         480         TA         TA          Y   
1308          Unf           2         528         TA         TA          Y   
1309          RFn           2         496         TA         TA          Y   
1310          Fin           2         567         TA         TA          Y   
1311          RFn           2         508         TA         TA          Y   
1312          RFn           2         750         Gd         Gd          Y   
1313          Fin           3         779         TA         TA          Y   
1314          Unf           1         280         TA         TA          Y   
1315          Unf           2         576         TA         TA          Y   
1316          RFn           3         860         TA         TA          Y   
1317          RFn           2         466         TA         TA          Y   
1318          RFn           3         748         TA         TA          Y   
1319          Unf           1         248         TA         TA          Y   
1320          RFn           2         442         TA         TA          Y   
1321          Unf           1         287         TA         Fa          Y   
1322          RFn           2         564         TA         TA          Y   
1323          NaN           0           0        NaN        NaN          Y   
1324          RFn           3         895         TA         TA          Y   
1325          NaN           0           0        NaN        NaN          N   
1326          NaN           0           0        NaN        NaN          Y   
1327          Unf           1         264         TA         TA          Y   
1328          Unf           2         520         Fa         TA          Y   
1329          Fin           2         462         TA         TA          Y   
1330          RFn           3         825         TA         TA          Y   
1331          Unf           2         576         TA         TA          Y   
1332          Unf           1         288         Fa         Fa          Y   
1333          Unf           1         297         TA         TA          Y   
1334          Unf           2         440         TA         TA          Y   
1335          RFn           2         630         TA         TA          Y   
1336          Unf           2         506         TA         TA          Y   
1337          NaN           0           0        NaN        NaN          N   
1338          RFn           2         492         TA         TA          Y   
1339          RFn           1         288         TA         TA          Y   
1340          Unf           4         480         TA         TA          Y   
1341          Unf           2         576         TA         TA          Y   
1342          RFn           2         647         TA         TA          Y   
1343          Unf           2         342         Fa         Fa          Y   
1344          Fin           2         440         TA         TA          Y   
1345          Unf           1         308         TA         TA          Y   
1346          RFn           2         508         Gd         TA          Y   
1347          Fin           3         712         TA         TA          Y   
1348          RFn           2         514         TA         TA          Y   
1349          NaN           0           0        NaN        NaN          Y   
1350          Unf           4         968         TA         TA          Y   
1351          Fin           2         490         TA         TA          Y   
1352          Unf           2         624         TA         TA          N   
1353          Fin           3         666         TA         TA          Y   
1354          RFn           3         839         TA         TA          Y   
1355          RFn           2         487         TA         TA          Y   
1356          RFn           1         264         TA         TA          Y   
1357          Fin           2         500         TA         TA          Y   
1358          Unf           2         440         TA         TA          Y   
1359          Fin           3         770         TA         TA          Y   
1360          RFn           2         621         TA         TA          Y   
1361          Fin           2         430         TA         TA          Y   
1362          Unf           1         368         TA         TA          Y   
1363          Fin           2         432         TA         TA          Y   
1364          RFn           2         480         TA         TA          Y   
1365          RFn           2         663         TA         TA          Y   
1366          RFn           2         588         TA         TA          Y   
1367          RFn           1         336         TA         TA          Y   
1368          Fin           2         420         TA         TA          Y   
1369          Fin           2         502         TA         TA          Y   
1370          Fin           1         338         TA         TA          Y   
1371          RFn           1         377         TA         TA          Y   
1372          RFn           2         583         TA         TA          Y   
1373          RFn           3         804         TA         TA          Y   
1374          Fin           3         936         TA         TA          Y   
1375          Fin           3         722         TA         TA          Y   
1376          Unf           1         160         Fa         TA          Y   
1377          Unf           2         660         TA         TA          Y   
1378          Unf           1         264         TA         TA          Y   
1379          Fin           2         400         TA         TA          Y   
1380          Unf           1         200         TA         Fa          Y   
1381          Fin           2         550         TA         TA          Y   
1382          Unf           2         576         TA         TA          N   
1383          Unf           2         576         TA         TA          N   
1384          Unf           1         280         TA         TA          P   
1385          Unf           1         240         TA         TA          N   
1386          RFn           2         564         TA         TA          Y   
1387          Unf           1         216         TA         TA          Y   
1388          Fin           3         758         TA         TA          Y   
1389          Unf           2         440         TA         TA          Y   
1390          RFn           2         541         TA         TA          Y   
1391          Unf           3         792         TA         TA          Y   
1392          RFn           1         288         TA         TA          Y   
1393          Unf           2         672         Gd         TA          Y   
1394          Fin           3         648         TA         TA          Y   
1395          Fin           3         642         TA         TA          Y   
1396          Unf           2         572         TA         TA          N   
1397          Unf           1         180         Fa         Fa          N   
1398          Unf           1         240         TA         TA          Y   
1399          Unf           1         216         Fa         TA          Y   
1400          RFn           1         208         TA         TA          Y   
1401          Fin           2         398         TA         TA          Y   
1402          RFn           2         662         TA         TA          Y   
1403          Unf           3         754         TA         TA          Y   
1404          Unf           3         936         TA         TA          Y   
1405          Fin           2         482         TA         TA          Y   
1406          Unf           2         396         TA         TA          Y   
1407          NaN           0           0        NaN        NaN          Y   
1408          Unf           2         528         TA         TA          Y   
1409          Fin           2         542         TA         TA          Y   
1410          RFn           2         622         TA         TA          Y   
1411          Unf           1         271         TA         TA          Y   
1412          Unf           2         420         TA         TA          Y   
1413          Fin           2         620         TA         TA          Y   
1414          Unf           2         370         TA         TA          N   
1415          RFn           3         660         TA         TA          Y   
1416          Unf           2         560         TA         TA          N   
1417          Fin           3        1069         TA         TA          Y   
1418          Unf           1         336         TA         TA          Y   
1419          RFn           2         540         TA         TA          Y   
1420          RFn           2         776         TA         TA          Y   
1421          RFn           2         440         TA         TA          Y   
1422          Fin           2         420         TA         TA          Y   
1423          Unf           2         432         Gd         Gd          Y   
1424          Unf           1         484         TA         TA          Y   
1425          Unf           2         528         TA         TA          Y   
1426          RFn           2         525         TA         TA          Y   
1427          Unf           1         288         TA         TA          Y   
1428          Unf           1         240         TA         TA          Y   
1429          Fin           2         467         TA         TA          Y   
1430          Fin           2         372         TA         TA          Y   
1431          RFn           2         440         TA         TA          Y   
1432          Unf           1         216         Fa         Fa          Y   
1433          Fin           2         451         TA         TA          Y   
1434          RFn           2         484         TA         TA          P   
1435          RFn           2         462         TA         TA          Y   
1436          Unf           2         528         TA         TA          Y   
1437          Fin           3         774         TA         TA          Y   
1438          Unf           2         923         TA         TA          Y   
1439          RFn           2         550         TA         TA          Y   
1440          Fin           2         672         TA         TA          Y   
1441          RFn           2         420         TA         TA          Y   
1442          Fin           3         812         TA         TA          Y   
1443          Unf           1         192         Fa         Po          P   
1444          RFn           2         626         TA         TA          Y   
1445          Unf           1         240         TA         TA          Y   
1446          Unf           1         312         TA         TA          P   
1447          RFn           2         556         TA         TA          Y   
1448          Unf           1         384         Fa         TA          Y   
1449          NaN           0           0        NaN        NaN          Y   
1450          NaN           0           0        NaN        NaN          Y   
1451          Fin           3         840         TA         TA          Y   
1452          Fin           2         525         TA         TA          Y   
1453          NaN           0           0        NaN        NaN          Y   
1454          RFn           2         400         TA         TA          Y   
1455          RFn           2         460         TA         TA          Y   
1456          Unf           2         500         TA         TA          Y   
1457          RFn           1         252         TA         TA          Y   
1458          Unf           1         240         TA         TA          Y   
1459          Fin           1         276         TA         TA          Y   

      WoodDeckSF  OpenPorchSF  EnclosedPorch  3SsnPorch  ScreenPorch  \
0              0           61              0          0            0   
1            298            0              0          0            0   
2              0           42              0          0            0   
3              0           35            272          0            0   
4            192           84              0          0            0   
5             40           30              0        320            0   
6            255           57              0          0            0   
7            235          204            228          0            0   
8             90            0            205          0            0   
9              0            4              0          0            0   
10             0            0              0          0            0   
11           147           21              0          0            0   
12           140            0              0          0          176   
13           160           33              0          0            0   
14             0          213            176          0            0   
15            48          112              0          0            0   
16             0            0              0          0            0   
17             0            0              0          0            0   
18             0          102              0          0            0   
19             0            0              0          0            0   
20           240          154              0          0            0   
21             0            0            205          0            0   
22           171          159              0          0            0   
23           100          110              0          0            0   
24           406           90              0          0            0   
25             0           56              0          0            0   
26           222           32              0          0            0   
27             0           50              0          0            0   
28           288          258              0          0            0   
29            49            0             87          0            0   
30             0           54            172          0            0   
31             0           65              0          0            0   
32             0           30              0          0            0   
33             0           38              0          0            0   
34           203           47              0          0            0   
35           113           32              0          0            0   
36           392           64              0          0            0   
37             0            0              0          0            0   
38             0           52              0          0            0   
39             0            0              0          0            0   
40             0          138              0          0            0   
41             0          104              0          0            0   
42           240            0              0          0            0   
43           145            0              0          0            0   
44             0            0              0          0            0   
45           196           82              0          0            0   
46           168           43              0          0          198   
47             0          146              0          0            0   
48             0            0            102          0            0   
49             0            0              0          0            0   
50             0           75              0          0            0   
51           112            0              0          0            0   
52           106            0              0          0            0   
53           857           72              0          0            0   
54             0           50              0          0            0   
55             0            0              0        407            0   
56           115            0              0          0            0   
57             0           70              0          0            0   
58           192            0             37          0            0   
59           196            0              0          0            0   
60             0           50              0          0            0   
61             0            0            144          0            0   
62           120           49              0          0            0   
63            12           11             64          0            0   
64           576           36              0          0            0   
65           192          151              0          0            0   
66           301            0              0          0            0   
67           144           29              0          0            0   
68             0            0              0          0            0   
69             0           21            114          0            0   
70           300            0              0          0            0   
71             0            0              0          0            0   
72             0           94              0          0          291   
73             0            0              0          0            0   
74             0            0            202          0            0   
75           120          101              0          0            0   
76             0            0              0          0            0   
77             0            0              0          0            0   
78             0            0              0          0            0   
79            74            0            128          0            0   
80             0           72              0          0          252   
81             0          199              0          0            0   
82           144           99              0          0            0   
83            74            0              0          0            0   
84           120           72              0          0            0   
85           127           82              0          0            0   
86           100           38              0          0            0   
87             0          234              0          0            0   
88             0            0            156          0            0   
89             0            0              0          0            0   
90             0           29              0          0            0   
91             0            0              0          0            0   
92             0            0             44          0            0   
93             0            0              0          0           99   
94             0          162              0          0            0   
95           232           63              0          0            0   
96           158           29              0          0            0   
97           120            0              0          0            0   
98             0            0             77          0            0   
99           352            0              0          0            0   
100          168           68              0          0            0   
101          192           46              0          0            0   
102            0            0              0          0            0   
103            0           36              0          0            0   
104            0            0              0          0          184   
105          140           45              0          0            0   
106            0            0              0          0            0   
107            0            0              0          0            0   
108            0            0            144          0            0   
109            0          122              0          0            0   
110          182            0              0          0            0   
111          180            0              0          0            0   
112          120          184              0          0          168   
113          166          120            192          0            0   
114          224            0              0          0            0   
115            0           32              0          0            0   
116            0           20            144          0            0   
117           80           64              0          0            0   
118          367            0              0          0            0   
119            0           24              0          0            0   
120            0          130              0        130            0   
121            0            0            140          0            0   
122            0            0              0          0          130   
123            0           63              0          0            0   
124          192            0              0          0            0   
125           53            0              0          0            0   
126            0          205              0          0            0   
127            0            0              0          0            0   
128          188          108              0          0            0   
129            0           80              0        180            0   
130          105           66              0          0            0   
131           24           48              0          0            0   
132            0            0              0          0            0   
133          192           25              0          0            0   
134            0           96            180          0            0   
135           98            0              0          0            0   
136            0          111              0          0            0   
137            0            0              0          0            0   
138          224          106              0          0            0   
139          276           99              0          0            0   
140            0            0              0          0            0   
141          160           24              0          0            0   
142            0            0              0          0            0   
143          144           29              0          0            0   
144            0            0              0          0            0   
145            0           40              0          0            0   
146           48            0              0          0            0   
147          144           48              0          0            0   
148            0            0              0          0            0   
149          200          114              0          0            0   
150            0            0              0          0            0   
151            0          102              0          0            0   
152            0           66              0          0            0   
153          409            0              0          0            0   
154            0            0            228          0            0   
155            0            8            128          0            0   
156            0            0              0          0            0   
157            0           75              0          0            0   
158            0          136              0          0            0   
159          239          132              0        168            0   
160            0            0              0          0            0   
161          400            0              0          0            0   
162            0           70              0          0            0   
163            0            0              0          0            0   
164            0            0            183          0            0   
165          140            0              0          0            0   
166          476            0              0          0          142   
167          178          120              0          0            0   
168          100           48              0          0            0   
169          574           64              0          0            0   
170          237            0              0          0            0   
171          210           62              0          0            0   
172          441           35              0          0            0   
173            0           20              0          0            0   
174          192            0              0          0            0   
175            0           29             39          0            0   
176            0          228              0          0          192   
177            0            0              0          0            0   
178            0           60              0          0            0   
179            0            0            184          0            0   
180            0            0              0          0            0   
181            0            0             40          0            0   
182          116            0              0        180            0   
183          280          238              0          0            0   
184          104            0              0          0            0   
185            0          260              0          0          410   
186          168           27              0          0            0   
187            0            0              0        140            0   
188          120            0              0          0            0   
189            0          120              0          0          224   
190            0           74              0          0            0   
191            0           32              0          0            0   
192            0           35              0          0            0   
193            0           40              0          0            0   
194            0            0              0          0            0   
195           87            0              0          0            0   
196          171          138              0          0          266   
197            0           16            552          0            0   
198            0          198             30          0            0   
199            0           26              0          0          170   
200          132           64              0          0            0   
201          238           83              0          0            0   
202            0            0            126          0            0   
203          149            0              0          0            0   
204            0           35              0          0            0   
205            0           34              0        508            0   
206            0           30              0          0            0   
207          355            0              0          0            0   
208           60           55              0          0          154   
209            0            0              0          0            0   
210            0            0             96          0            0   
211          100           22              0          0            0   
212          168          108              0          0            0   
213          224            0              0          0            0   
214            0           36              0          0            0   
215            0            0              0          0            0   
216          139           98              0          0            0   
217            0          172             60          0            0   
218            0          119            150          0            0   
219          108            0              0          0            0   
220          351           33              0          0            0   
221          120           46              0          0            0   
222          209          208              0          0            0   
223          216            0              0          0            0   
224          248          105              0          0            0   
225            0            0              0          0            0   
226          224          114              0          0            0   
227            0            0              0          0            0   
228            0            0              0          0            0   
229          143           20              0          0            0   
230            0            0            120          0            0   
231            0          146            202          0            0   
232            0            0              0          0            0   
233          365            0              0          0            0   
234          288           48              0          0            0   
235            0            0              0          0            0   
236          132          105              0          0            0   
237          370           70              0        238            0   
238          168          228              0          0            0   
239            0          140              0          0            0   
240          144          168              0          0            0   
241           58           42              0          0            0   
242            0            0             77          0            0   
243            0           28              0          0            0   
244            0          130              0          0            0   
245          197           39              0          0            0   
246            0           60            112          0            0   
247            0           30              0          0            0   
248          144           68              0          0            0   
249            0           98              0          0            0   
250          263            0              0          0            0   
251          123            0              0          0          153   
252          138           45              0          0            0   
253          333            0              0          0            0   
254          250            0              0          0            0   
255          192            0              0          0            0   
256          216           56              0          0            0   
257          123          110              0          0            0   
258            0           96              0        245            0   
259            0           45              0          0            0   
260            0            0            252          0            0   
261            0          148              0          0            0   
262          292           12              0          0            0   
263            0            0              0          0            0   
264            0            0              0          0            0   
265          276            0              0          0            0   
266           95           75              0          0            0   
267          262           24              0          0            0   
268            0           25              0          0            0   
269          370           30              0          0            0   
270          192           51              0          0            0   
271           81            0              0          0            0   
272          132           57              0          0            0   
273          289            0              0          0            0   
274          168            0              0          0            0   
275           74            0              0          0          144   
276          100          150              0          0            0   
277            0            0              0          0            0   
278          124           98              0          0          142   
279          288          117              0          0            0   
280            0           84              0        196            0   
281            0          120              0          0            0   
282          172           62              0          0            0   
283          210          150              0          0            0   
284            0            0             52          0            0   
285            0           54              0          0            0   
286            0            0              0          0          128   
287            0            0              0          0            0   
288            0            0              0          0            0   
289            0            0              0          0          259   
290            0           51              0          0            0   
291            0          184              0          0            0   
292            0            0              0          0          160   
293            0          250              0          0            0   
294          110            0              0          0            0   
295          120            0              0          0            0   
296          289            0              0          0            0   
297            0           10              0          0          198   
298          224            0              0          0            0   
299            0           36              0          0            0   
300            0            0              0          0            0   
301          208           50              0          0            0   
302          468           81              0          0            0   
303          256            0              0          0            0   
304          302            0              0          0            0   
305          168            0              0          0            0   
306          127           44            224          0            0   
307            0          144              0          0            0   
308          158            0              0          0            0   
309          208          175              0          0            0   
310          190           63              0          0            0   
311            0            0              0          0            0   
312            0            0              0          0          271   
313            0            0              0          0            0   
314            0            0            234          0            0   
315          100           51              0          0            0   
316          288          195              0          0            0   
317          208           46              0          0            0   
318          340           60            144          0            0   
319          233           48              0          0            0   
320          240          154              0          0            0   
321          184          154              0          0            0   
322          201           96              0          0            0   
323          142           98              0          0            0   
324          240            0              0          0            0   
325            0            0            244          0            0   
326          122           30              0          0            0   
327            0           45              0          0            0   
328            0           60            268          0            0   
329            0            0            137          0            0   
330          155            0              0          0            0   
331            0            0              0          0            0   
332            0            0              0          0            0   
333          192           30              0          0            0   
334          100           38              0          0            0   
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1353         283           86              0          0            0   
1354           0          184              0          0            0   
1355           0           98              0          0            0   
1356           0            0              0          0            0   
1357           0            0              0          0            0   
1358           0           32              0          0            0   
1359         194           45              0          0            0   
1360         183            0            301          0            0   
1361         168           36              0          0            0   
1362          55            0              0          0            0   
1363           0           36              0          0            0   
1364           0          166              0          0            0   
1365           0           96              0          0            0   
1366           0           88              0          0            0   
1367         104           26              0          0            0   
1368         140            0              0          0            0   
1369           0          262              0          0            0   
1370           0            0            198          0            0   
1371           0           28              0          0          178   
1372         253          170              0          0            0   
1373         314          140              0          0            0   
1374         154          210              0          0            0   
1375         100           36              0          0            0   
1376           0          141              0          0            0   
1377           0           68              0          0            0   
1378          72            0              0          0            0   
1379         100            0              0          0            0   
1380           0            0             96          0            0   
1381           0           42              0          0            0   
1382          36            0            221          0            0   
1383           0            0            112          0            0   
1384           0            0              0          0            0   
1385           0           96              0          0            0   
1386           0          112              0          0          440   
1387          88           15              0          0            0   
1388         201           39              0          0            0   
1389           0            0              0          0            0   
1390         219           36              0          0            0   
1391           0          152              0          0            0   
1392         175          144              0          0            0   
1393           0           25            212          0            0   
1394         161           20              0          0            0   
1395         144           39              0          0            0   
1396           0            0             50          0            0   
1397          24            0            150          0            0   
1398           0            0            168          0            0   
1399         147           16              0          0            0   
1400           0            0            112          0            0   
1401         100           75              0          0            0   
1402         168           55              0          0            0   
1403         168          160              0          0            0   
1404         216            0            160          0            0   
1405         128           53              0          0          155   
1406          58            0              0          0            0   
1407           0            0              0          0            0   
1408           0            0              0          0          168   
1409         364           63              0          0            0   
1410           0           45              0          0            0   
1411           0            0              0          0            0   
1412           0            0              0          0            0   
1413         165           44              0          0            0   
1414           0            0              0          0          220   
1415         143           20              0          0            0   
1416           0            0            114          0            0   
1417           0          126              0          0            0   
1418           0           88              0          0            0   
1419           0           73            216          0            0   
1420           0          169              0          0          119   
1421           0           55              0          0          165   
1422         140            0              0          0            0   
1423         586          236              0          0            0   
1424         316           28              0          0            0   
1425           0           39              0          0            0   
1426         171          132              0          0            0   
1427           0            0              0          0            0   
1428           0            0            154          0            0   
1429           0            0             99          0            0   
1430         100           40              0          0            0   
1431           0           60              0          0            0   
1432           0            0              0          0            0   
1433           0            0              0          0            0   
1434         295           41              0          0            0   
1435           0           36              0          0            0   
1436           0            0              0          0            0   
1437           0           66              0        304            0   
1438           0          158            158          0            0   
1439           0           88            216          0            0   
1440         431            0              0          0            0   
1441         149            0              0          0            0   
1442         168           52              0          0            0   
1443           0           98              0          0           40   
1444         192           60              0          0            0   
1445           0            0            252          0            0   
1446         261           39              0          0            0   
1447           0           65              0          0            0   
1448         168           24              0          0            0   
1449           0            0              0          0            0   
1450          32           45              0          0            0   
1451           0           36              0          0            0   
1452           0           28              0          0            0   
1453          36           56              0          0            0   
1454           0          113              0          0            0   
1455           0           40              0          0            0   
1456         349            0              0          0            0   
1457           0           60              0          0            0   
1458         366            0            112          0            0   
1459         736           68              0          0            0   

      PoolArea PoolQC  Fence MiscFeature  MiscVal  MoSold  YrSold SaleType  \
0            0    NaN    NaN         NaN        0       2    2008       WD   
1            0    NaN    NaN         NaN        0       5    2007       WD   
2            0    NaN    NaN         NaN        0       9    2008       WD   
3            0    NaN    NaN         NaN        0       2    2006       WD   
4            0    NaN    NaN         NaN        0      12    2008       WD   
5            0    NaN  MnPrv        Shed      700      10    2009       WD   
6            0    NaN    NaN         NaN        0       8    2007       WD   
7            0    NaN    NaN        Shed      350      11    2009       WD   
8            0    NaN    NaN         NaN        0       4    2008       WD   
9            0    NaN    NaN         NaN        0       1    2008       WD   
10           0    NaN    NaN         NaN        0       2    2008       WD   
11           0    NaN    NaN         NaN        0       7    2006      New   
12           0    NaN    NaN         NaN        0       9    2008       WD   
13           0    NaN    NaN         NaN        0       8    2007      New   
14           0    NaN   GdWo         NaN        0       5    2008       WD   
15           0    NaN  GdPrv         NaN        0       7    2007       WD   
16           0    NaN    NaN        Shed      700       3    2010       WD   
17           0    NaN    NaN        Shed      500      10    2006       WD   
18           0    NaN    NaN         NaN        0       6    2008       WD   
19           0    NaN  MnPrv         NaN        0       5    2009      COD   
20           0    NaN    NaN         NaN        0      11    2006      New   
21           0    NaN  GdPrv         NaN        0       6    2007       WD   
22           0    NaN    NaN         NaN        0       9    2008       WD   
23           0    NaN    NaN         NaN        0       6    2007       WD   
24           0    NaN  MnPrv         NaN        0       5    2010       WD   
25           0    NaN    NaN         NaN        0       7    2009       WD   
26           0    NaN    NaN         NaN        0       5    2010       WD   
27           0    NaN    NaN         NaN        0       5    2010       WD   
28           0    NaN    NaN         NaN        0      12    2006       WD   
29           0    NaN    NaN         NaN        0       5    2008       WD   
30           0    NaN  MnPrv         NaN        0       7    2008       WD   
31           0    NaN  MnPrv         NaN        0       6    2008       WD   
32           0    NaN    NaN         NaN        0       1    2008       WD   
33           0    NaN    NaN         NaN        0       4    2010       WD   
34           0    NaN    NaN         NaN        0       8    2007       WD   
35           0    NaN    NaN         NaN        0       9    2006       WD   
36           0    NaN    NaN         NaN        0       6    2009       WD   
37           0    NaN    NaN         NaN        0      10    2009       WD   
38           0    NaN    NaN         NaN        0       1    2010       WD   
39           0    NaN    NaN         NaN        0       6    2008       WD   
40           0    NaN   GdWo         NaN        0      12    2006       WD   
41           0    NaN    NaN         NaN        0       7    2007       WD   
42           0    NaN  MnPrv         NaN        0      12    2007       WD   
43           0    NaN  MnPrv         NaN        0       7    2008       WD   
44           0    NaN    NaN         NaN        0       5    2006       WD   
45           0    NaN    NaN         NaN        0       2    2010       WD   
46           0    NaN    NaN         NaN        0       8    2009       WD   
47           0    NaN    NaN         NaN        0       7    2007       WD   
48           0    NaN    NaN         NaN        0       6    2009      New   
49           0    NaN  MnPrv         NaN        0       1    2007       WD   
50           0    NaN    NaN         NaN        0       7    2007       WD   
51           0    NaN  MnPrv        Shed      400       9    2006       WD   
52           0    NaN    NaN         NaN        0       5    2010       WD   
53           0    NaN    NaN         NaN        0      11    2006       WD   
54           0    NaN  MnPrv         NaN        0       2    2007       WD   
55           0    NaN    NaN         NaN        0       7    2008       WD   
56           0    NaN    NaN         NaN        0       8    2009       WD   
57           0    NaN    NaN         NaN        0       8    2006       WD   
58           0    NaN    NaN         NaN        0      10    2006      New   
59           0    NaN  MnPrv         NaN        0       1    2008       WD   
60           0    NaN    NaN         NaN        0       5    2006      New   
61           0    NaN    NaN         NaN        0       3    2007       WD   
62           0    NaN    NaN         NaN        0      10    2007       WD   
63           0    NaN  GdPrv         NaN        0       4    2010       WD   
64           0    NaN  GdPrv         NaN        0       2    2009       WD   
65           0    NaN    NaN         NaN        0      10    2007       WD   
66           0    NaN    NaN         NaN        0       7    2010       WD   
67           0    NaN    NaN         NaN        0       6    2007       WD   
68           0    NaN    NaN         NaN        0       6    2010       WD   
69           0    NaN    NaN         NaN        0       7    2006       WD   
70           0    NaN    NaN         NaN        0       2    2007       WD   
71           0    NaN    NaN         NaN        0       6    2007       WD   
72           0    NaN    NaN         NaN        0      12    2009       WD   
73           0    NaN   GdWo         NaN        0       5    2010       WD   
74           0    NaN    NaN         NaN        0       5    2010       WD   
75           0    NaN   GdWo         NaN        0      11    2009       WD   
76           0    NaN    NaN         NaN        0       4    2008       WD   
77           0    NaN  MnPrv         NaN        0       1    2008       WD   
78           0    NaN    NaN         NaN        0       4    2010       WD   
79           0    NaN  MnPrv         NaN        0       5    2009       WD   
80           0    NaN    NaN         NaN        0       6    2009       WD   
81           0    NaN    NaN         NaN        0       3    2006       WD   
82           0    NaN    NaN         NaN        0      10    2008       WD   
83           0    NaN    NaN         NaN        0       7    2007      COD   
84           0    NaN    NaN        Shed      700       5    2009       WD   
85           0    NaN    NaN         NaN        0       4    2006       WD   
86           0    NaN    NaN         NaN        0       3    2009       WD   
87           0    NaN    NaN         NaN        0       6    2009      New   
88           0    NaN  MnPrv         NaN        0      10    2009    ConLD   
89           0    NaN    NaN         NaN        0       8    2007       WD   
90           0    NaN    NaN         NaN        0       7    2006       WD   
91           0    NaN   GdWo         NaN        0      12    2006       WD   
92           0    NaN    NaN         NaN        0       8    2009       WD   
93           0    NaN    NaN         NaN        0      11    2007       WD   
94           0    NaN    NaN         NaN        0       5    2007       WD   
95           0    NaN    NaN        Shed      480       4    2009       WD   
96           0    NaN    NaN         NaN        0       8    2006       WD   
97           0    NaN    NaN         NaN        0       5    2007       WD   
98           0    NaN    NaN        Shed      400       5    2010      COD   
99           0    NaN    NaN        Shed      400       1    2010       WD   
100          0    NaN    NaN         NaN        0       2    2010       WD   
101          0    NaN    NaN         NaN        0       6    2010       WD   
102          0    NaN    NaN         NaN        0       6    2009       WD   
103          0    NaN    NaN         NaN        0       5    2010       WD   
104          0    NaN    NaN         NaN        0       6    2007       WD   
105          0    NaN    NaN         NaN        0       8    2008       WD   
106          0    NaN    NaN        Shed      450       8    2007       WD   
107          0    NaN    NaN         NaN        0       4    2008       WD   
108          0    NaN    NaN         NaN        0       8    2007       WD   
109          0    NaN  MnPrv         NaN        0       1    2010      COD   
110          0    NaN    NaN         NaN        0      10    2006       WD   
111          0    NaN    NaN         NaN        0       4    2010       WD   
112          0    NaN    NaN         NaN        0      10    2007      New   
113          0    NaN  MnPrv         NaN        0      10    2007      COD   
114          0    NaN  MnPrv         NaN        0       7    2007       WD   
115          0    NaN    NaN         NaN        0       6    2007       WD   
116          0    NaN    NaN         NaN        0       9    2009       WD   
117          0    NaN    NaN         NaN        0       4    2007      New   
118          0    NaN    NaN         NaN        0       5    2010       WD   
119          0    NaN    NaN         NaN        0       7    2006      New   
120          0    NaN    NaN         NaN        0      10    2006       WD   
121          0    NaN  MnPrv         NaN        0       6    2007       WD   
122          0    NaN    NaN         NaN        0       6    2008       WD   
123          0    NaN    NaN         NaN        0       3    2008       WD   
124          0    NaN    NaN         NaN        0       1    2009       WD   
125          0    NaN    NaN         NaN        0       6    2006       WD   
126          0    NaN    NaN         NaN        0       2    2007       WD   
127          0    NaN    NaN         NaN        0       6    2007       WD   
128          0    NaN    NaN         NaN        0       7    2006       WD   
129          0    NaN   MnWw         NaN        0       7    2006       WD   
130          0    NaN  GdPrv         NaN        0       5    2006       WD   
131          0    NaN    NaN         NaN        0       7    2009       WD   
132          0    NaN    NaN         NaN        0       7    2007       WD   
133          0    NaN    NaN         NaN        0       6    2009       WD   
134          0    NaN  MnPrv         NaN        0       7    2006       WD   
135          0    NaN  MnPrv         NaN        0       5    2008       WD   
136          0    NaN    NaN         NaN        0       7    2007       WD   
137          0    NaN    NaN         NaN        0       7    2006       WD   
138          0    NaN  GdPrv         NaN        0      12    2008       WD   
139          0    NaN  MnPrv         NaN        0       8    2009       WD   
140          0    NaN    NaN         NaN        0       4    2010    ConLI   
141          0    NaN    NaN         NaN        0       1    2006       WD   
142          0    NaN  MnPrv         NaN        0       6    2010       WD   
143          0    NaN    NaN         NaN        0       6    2009       WD   
144          0    NaN    NaN         NaN        0      11    2006    ConLI   
145          0    NaN    NaN         NaN        0       4    2006       WD   
146          0    NaN    NaN         NaN        0      11    2009       WD   
147          0    NaN    NaN         NaN        0       5    2010       WD   
148          0    NaN    NaN         NaN        0       4    2008       WD   
149          0    NaN    NaN         NaN        0       4    2006       WD   
150          0    NaN  MnPrv         NaN        0       1    2007       WD   
151          0    NaN    NaN         NaN        0       1    2008      New   
152          0    NaN   GdWo         NaN        0       6    2006       WD   
153          0    NaN    NaN         NaN        0       3    2008       WD   
154          0    NaN    NaN         NaN        0       3    2006       WD   
155          0    NaN    NaN         NaN        0       4    2008       WD   
156          0    NaN    NaN         NaN        0       6    2006       WD   
157          0    NaN    NaN         NaN        0       5    2010      New   
158          0    NaN   GdWo         NaN        0       5    2010       WD   
159          0    NaN    NaN         NaN        0       3    2006      New   
160          0    NaN    NaN         NaN        0       6    2008       WD   
161          0    NaN    NaN         NaN        0       3    2008       WD   
162          0    NaN    NaN         NaN        0       5    2010      New   
163          0    NaN  MnPrv         NaN        0       4    2007       WD   
164          0    NaN    NaN         NaN        0      10    2007       WD   
165          0    NaN    NaN         NaN        0       9    2008       WD   
166          0    NaN   GdWo         NaN        0      11    2009      COD   
167          0    NaN    NaN         NaN        0      11    2007      New   
168          0    NaN    NaN         NaN        0       5    2007       WD   
169          0    NaN    NaN         NaN        0       1    2006       WD   
170          0    NaN    NaN         NaN        0       5    2007       WD   
171          0    NaN    NaN         NaN        0       5    2010       WD   
172          0    NaN    NaN         NaN        0       6    2006       WD   
173          0    NaN    NaN         NaN        0       6    2008      COD   
174          0    NaN    NaN         NaN        0      11    2008       WD   
175          0    NaN  MnPrv         NaN        0       6    2007       WD   
176          0    NaN    NaN         NaN        0       9    2007       WD   
177          0    NaN    NaN         NaN        0       7    2006       WD   
178          0    NaN    NaN         NaN        0       7    2009      New   
179          0    NaN    NaN         NaN        0       7    2007       WD   
180          0    NaN    NaN         NaN        0       6    2007       WD   
181          0    NaN    NaN         NaN        0       7    2006       WD   
182          0    NaN  MnPrv         NaN        0       6    2007       WD   
183          0    NaN    NaN         NaN        0       6    2008       WD   
184          0    NaN  MnPrv         NaN        0       6    2006       WD   
185          0    NaN  GdPrv         NaN        0       6    2006       WD   
186          0    NaN  GdPrv         NaN        0       6    2009       WD   
187          0    NaN  MnPrv         NaN        0       8    2009       WD   
188          0    NaN    NaN         NaN        0       6    2009       WD   
189          0    NaN    NaN         NaN        0       8    2008       WD   
190          0    NaN    NaN         NaN        0      12    2007       WD   
191          0    NaN    NaN         NaN        0       6    2007       WD   
192          0    NaN    NaN         NaN        0       9    2009       WD   
193          0    NaN    NaN         NaN        0       5    2006       WD   
194          0    NaN    NaN         NaN        0       5    2008       WD   
195          0    NaN    NaN         NaN        0       7    2009       WD   
196          0    NaN    NaN         NaN        0       9    2007      New   
197        512     Ex  GdPrv         NaN        0       3    2006       WD   
198          0    NaN  MnPrv         NaN        0       7    2009       WD   
199          0    NaN    NaN         NaN        0       1    2009       WD   
200          0    NaN    NaN         NaN        0       3    2010       WD   
201          0    NaN  MnPrv         NaN        0       2    2008       WD   
202          0    NaN    NaN         NaN        0       5    2006      COD   
203          0    NaN    NaN         NaN        0       1    2008       WD   
204          0    NaN   MnWw         NaN        0       4    2009       WD   
205          0    NaN    NaN         NaN        0       5    2009       WD   
206          0    NaN    NaN         NaN        0       3    2007       WD   
207          0    NaN   GdWo         NaN        0       4    2008       WD   
208          0    NaN    NaN         NaN        0       4    2007       WD   
209          0    NaN  MnPrv         NaN        0       7    2008       WD   
210          0    NaN    NaN         NaN        0       4    2008       WD   
211          0    NaN    NaN         NaN        0       3    2010       WD   
212          0    NaN    NaN         NaN        0       7    2009      New   
213          0    NaN    NaN         NaN        0       7    2006       WD   
214          0    NaN  MnPrv        Shed      450       3    2010       WD   
215          0    NaN  MnPrv         NaN        0       5    2006       WD   
216          0    NaN    NaN         NaN        0       4    2008       WD   
217          0    NaN    NaN         NaN        0       9    2006       WD   
218          0    NaN    NaN         NaN        0       5    2008       WD   
219          0    NaN    NaN         NaN        0       3    2006      New   
220          0    NaN    NaN         NaN        0       4    2006      New   
221          0    NaN    NaN         NaN        0      12    2009    ConLI   
222          0    NaN  MnPrv         NaN        0       2    2006       WD   
223          0    NaN    NaN         NaN        0       3    2009       WD   
224          0    NaN    NaN         NaN        0       6    2009       WD   
225          0    NaN    NaN         NaN        0       5    2009      COD   
226          0    NaN    NaN         NaN        0       6    2007       WD   
227          0    NaN    NaN         NaN        0       9    2008       WD   
228          0    NaN  MnPrv         NaN        0       5    2010       WD   
229          0    NaN    NaN         NaN        0       5    2009       WD   
230          0    NaN    NaN         NaN        0       4    2010       WD   
231          0    NaN    NaN         NaN        0       7    2009       WD   
232          0    NaN    NaN         NaN        0       6    2006       WD   
233          0    NaN  MnPrv         NaN        0       2    2010       WD   
234          0    NaN    NaN         NaN        0       5    2010       WD   
235          0    NaN    NaN         NaN        0       8    2008       WD   
236          0    NaN    NaN         NaN        0       5    2010       WD   
237          0    NaN    NaN         NaN        0       2    2010       WD   
238          0    NaN    NaN         NaN        0      12    2007      New   
239          0    NaN  MnPrv         NaN        0       4    2010       WD   
240          0    NaN    NaN         NaN        0       4    2010       WD   
241          0    NaN    NaN         NaN        0       8    2007       WD   
242          0    NaN    NaN         NaN        0       4    2006       WD   
243          0    NaN    NaN         NaN        0       4    2009       WD   
244          0    NaN    NaN         NaN        0       5    2010       WD   
245          0    NaN    NaN         NaN        0       6    2006       WD   
246          0    NaN    NaN         NaN        0       4    2006       WD   
247          0    NaN    NaN         NaN        0       6    2006       WD   
248          0    NaN    NaN         NaN        0       9    2007       WD   
249          0    NaN    NaN        Shed      500       6    2007       WD   
250          0    NaN   GdWo        Shed      450       5    2010       WD   
251          0    NaN    NaN         NaN        0      12    2007       WD   
252          0    NaN    NaN         NaN        0      12    2008       WD   
253          0    NaN  MnPrv         NaN        0      10    2007      CWD   
254          0    NaN    NaN         NaN        0       6    2010       WD   
255          0    NaN    NaN         NaN        0       2    2006       WD   
256          0    NaN    NaN         NaN        0       5    2008       WD   
257          0    NaN    NaN         NaN        0       3    2009       WD   
258          0    NaN    NaN         NaN        0       5    2008       WD   
259          0    NaN    NaN         NaN        0      12    2008       WD   
260          0    NaN   GdWo         NaN        0       5    2009       WD   
261          0    NaN    NaN         NaN        0      11    2007      New   
262          0    NaN   GdWo         NaN        0       7    2006       WD   
263          0    NaN    NaN         NaN        0       4    2010       WD   
264          0    NaN    NaN         NaN        0       6    2008       WD   
265          0    NaN  GdPrv         NaN        0       6    2008       WD   
266          0    NaN    NaN         NaN        0       6    2006       WD   
267          0    NaN    NaN         NaN        0       7    2008       WD   
268          0    NaN    NaN         NaN        0       2    2008       WD   
269          0    NaN  GdPrv         NaN        0       5    2007       WD   
270          0    NaN    NaN         NaN        0       8    2006      New   
271          0    NaN    NaN         NaN        0       4    2008       WD   
272          0    NaN    NaN         NaN        0       4    2010       WD   
273          0    NaN  MnPrv         NaN        0       4    2009       WD   
274          0    NaN    NaN         NaN        0       6    2007       WD   
275          0    NaN    NaN         NaN        0      10    2009       WD   
276          0    NaN    NaN         NaN        0       4    2010       WD   
277          0    NaN    NaN         NaN        0       6    2010       WD   
278          0    NaN    NaN         NaN        0       5    2007      New   
279          0    NaN    NaN         NaN        0       3    2008       WD   
280          0    NaN    NaN         NaN        0       1    2007       WD   
281          0    NaN    NaN         NaN        0       5    2006      New   
282          0    NaN    NaN         NaN        0       4    2009    ConLw   
283          0    NaN    NaN         NaN        0      12    2009      New   
284          0    NaN    NaN         NaN        0       7    2007       WD   
285          0    NaN    NaN         NaN        0       6    2007      New   
286          0    NaN  GdPrv         NaN        0       6    2006       WD   
287          0    NaN    NaN         NaN        0       6    2006       WD   
288          0    NaN  MnPrv         NaN        0       2    2010       WD   
289          0    NaN    NaN         NaN        0       7    2007       WD   
290          0    NaN    NaN         NaN        0       7    2006      New   
291          0    NaN    NaN         NaN        0       3    2008       WD   
292          0    NaN    NaN         NaN        0       1    2009       WD   
293          0    NaN    NaN         NaN        0       3    2006       WD   
294          0    NaN    NaN         NaN        0      10    2009       WD   
295          0    NaN  GdPrv         NaN        0       3    2006       WD   
296          0    NaN  MnPrv         NaN        0       6    2007       WD   
297          0    NaN    NaN         NaN        0       6    2007       WD   
298          0    NaN    NaN         NaN        0       6    2007       WD   
299          0    NaN  GdPrv         NaN        0       8    2009       WD   
300          0    NaN    NaN         NaN        0       6    2006       WD   
301          0    NaN    NaN         NaN        0       5    2007       WD   
302          0    NaN    NaN         NaN        0       1    2006       WD   
303          0    NaN   GdWo         NaN        0       7    2006       WD   
304          0    NaN    NaN         NaN        0       5    2008       WD   
305          0    NaN    NaN         NaN        0       7    2007       WD   
306          0    NaN    NaN         NaN        0       6    2007       WD   
307          0    NaN  MnPrv         NaN        0       3    2008       WD   
308          0    NaN    NaN         NaN        0       3    2009       WD   
309          0    NaN    NaN         NaN        0      11    2006       WD   
310          0    NaN    NaN         NaN        0       5    2006       WD   
311          0    NaN    NaN         NaN        0       5    2009       WD   
312          0    NaN  MnPrv         NaN        0       5    2006       WD   
313          0    NaN    NaN         NaN        0       6    2009       WD   
314          0    NaN    NaN         NaN        0       8    2006       WD   
315          0    NaN    NaN         NaN        0       7    2009       WD   
316          0    NaN  GdPrv         NaN        0       8    2009       WD   
317          0    NaN    NaN         NaN        0      12    2007       WD   
318          0    NaN    NaN         NaN        0       4    2009       WD   
319          0    NaN    NaN         NaN        0       6    2009       WD   
320          0    NaN    NaN         NaN        0       9    2006      New   
321          0    NaN    NaN         NaN        0       6    2007       WD   
322          0    NaN  MnPrv         NaN        0       8    2007       WD   
323          0    NaN    NaN         NaN        0       7    2006       WD   
324          0    NaN    NaN         NaN        0       6    2010       WD   
325          0    NaN    NaN         NaN        0      12    2007       WD   
326          0    NaN    NaN         NaN        0       5    2008      Con   
327          0    NaN    NaN         NaN        0       4    2006       WD   
328          0    NaN    NaN         NaN        0       7    2009       WD   
329          0    NaN   GdWo         NaN        0       7    2009       WD   
330          0    NaN    NaN         NaN        0      11    2007       WD   
331          0    NaN    NaN         NaN        0       8    2007       WD   
332          0    NaN    NaN         NaN        0      10    2009       WD   
333          0    NaN    NaN         NaN        0       7    2008       WD   
334          0    NaN    NaN         NaN        0       7    2008       WD   
335          0    NaN    NaN        Shed      700       8    2008       WD   
336          0    NaN    NaN         NaN        0       7    2007       WD   
337          0    NaN    NaN         NaN        0      12    2008       WD   
338          0    NaN    NaN        Shed      400       5    2006       WD   
339          0    NaN    NaN         NaN        0       6    2009       WD   
340          0    NaN    NaN         NaN        0       4    2010       WD   
341          0    NaN    NaN         NaN        0       9    2009       WD   
342          0    NaN    NaN         NaN        0       5    2006       WD   
343          0    NaN    NaN         NaN        0       7    2008       WD   
344          0    NaN    NaN         NaN        0       4    2010       WD   
345          0    NaN    NaN         NaN        0      10    2006       WD   
346          0    NaN    NaN        Gar2    15500       4    2007       WD   
347          0    NaN    NaN         NaN        0      12    2009       WD   
348          0    NaN    NaN         NaN        0      10    2008       WD   
349          0    NaN    NaN         NaN        0       4    2006      New   
350          0    NaN    NaN         NaN        0      12    2007      New   
351          0    NaN    NaN         NaN        0      12    2006       WD   
352          0    NaN    NaN         NaN        0       3    2008    ConLw   
353          0    NaN    NaN         NaN        0       5    2010       WD   
354          0    NaN    NaN         NaN        0       6    2006       WD   
355          0    NaN    NaN         NaN        0       8    2007       WD   
356          0    NaN    NaN         NaN        0       7    2009       WD   
357          0    NaN  MnPrv         NaN        0       8    2007       WD   
358          0    NaN    NaN         NaN        0       7    2006       WD   
359          0    NaN    NaN         NaN        0       6    2006       WD   
360          0    NaN  MnPrv         NaN        0       6    2007       WD   
361          0    NaN    NaN         NaN        0       7    2008       WD   
362          0    NaN    NaN         NaN        0       7    2009    ConLD   
363          0    NaN    NaN         NaN        0       5    2009       WD   
364          0    NaN    NaN         NaN        0       7    2006       WD   
365          0    NaN    NaN         NaN        0       7    2009       WD   
366          0    NaN    NaN         NaN        0       7    2009       WD   
367          0    NaN    NaN         NaN        0      12    2008       WD   
368          0    NaN    NaN         NaN        0       3    2010       WD   
369          0    NaN    NaN         NaN        0       3    2010       WD   
370          0    NaN    NaN         NaN        0       1    2006       WD   
371          0    NaN    NaN         NaN        0       7    2008       WD   
372          0    NaN  MnPrv         NaN        0       2    2010       WD   
373          0    NaN   GdWo         NaN        0      11    2009       WD   
374          0    NaN    NaN         NaN        0       7    2007       WD   
375          0    NaN    NaN         NaN        0       3    2009       WD   
376          0    NaN    NaN         NaN        0       7    2006       WD   
377          0    NaN    NaN         NaN        0      12    2007       WD   
378          0    NaN    NaN         NaN        0       6    2010      New   
379          0    NaN    NaN         NaN        0       6    2009       WD   
380          0    NaN    NaN         NaN        0       5    2010       WD   
381          0    NaN    NaN         NaN        0       8    2006      New   
382          0    NaN    NaN         NaN        0       4    2007       WD   
383          0    NaN    NaN         NaN        0      10    2009       WD   
384          0    NaN    NaN         NaN        0       6    2007       WD   
385          0    NaN    NaN         NaN        0       4    2010       WD   
386          0    NaN    NaN         NaN        0       5    2006       WD   
387          0    NaN   GdWo         NaN        0      10    2009       WD   
388          0    NaN    NaN         NaN        0       7    2008       WD   
389          0    NaN    NaN         NaN        0       8    2008      New   
390          0    NaN  MnPrv         NaN        0       4    2008       WD   
391          0    NaN    NaN         NaN        0       6    2009       WD   
392          0    NaN  MnPrv        Shed     1200       7    2007       WD   
393          0    NaN   GdWo         NaN        0       4    2006       WD   
394          0    NaN    NaN         NaN        0       7    2007       WD   
395          0    NaN    NaN         NaN        0       6    2010       WD   
396          0    NaN    NaN         NaN        0       9    2009       WD   
397          0    NaN    NaN         NaN        0       7    2007       WD   
398          0    NaN    NaN         NaN        0      11    2007       WD   
399          0    NaN    NaN         NaN        0      10    2009       WD   
400          0    NaN    NaN         NaN        0      12    2008       WD   
401          0    NaN    NaN         NaN        0       7    2006      New   
402          0    NaN  GdPrv         NaN        0       8    2008       WD   
403          0    NaN    NaN         NaN        0       7    2006       WD   
404          0    NaN    NaN         NaN        0       5    2007       WD   
405          0    NaN   GdWo         NaN        0       6    2009       WD   
406          0    NaN    NaN         NaN        0       3    2008       WD   
407          0    NaN    NaN         NaN        0       3    2008       WD   
408          0    NaN    NaN         NaN        0       8    2007      New   
409          0    NaN    NaN         NaN        0       4    2008      New   
410          0    NaN    NaN         NaN        0       6    2009      COD   
411          0    NaN    NaN         NaN        0       1    2006       WD   
412          0    NaN    NaN         NaN        0       6    2010      New   
413          0    NaN    NaN         NaN        0       3    2010       WD   
414          0    NaN    NaN         NaN        0      12    2008       WD   
415          0    NaN    NaN         NaN        0       8    2007      New   
416          0    NaN    NaN         NaN        0       3    2006       WD   
417          0    NaN    NaN         NaN        0      11    2007       WD   
418          0    NaN    NaN         NaN        0       4    2007       WD   
419          0    NaN    NaN         NaN        0       7    2010       WD   
420          0    NaN    NaN         NaN        0      11    2008       WD   
421          0    NaN    NaN         NaN        0       6    2009       WD   
422          0    NaN    NaN         NaN        0       2    2008       WD   
423          0    NaN    NaN         NaN        0       6    2008       WD   
424          0    NaN    NaN         NaN        0       5    2008       WD   
425          0    NaN    NaN         NaN        0       9    2009       WD   
426          0    NaN    NaN         NaN        0       8    2009       WD   
427          0    NaN    NaN         NaN        0       7    2008       WD   
428          0    NaN    NaN         NaN        0       9    2007      New   
429          0    NaN    NaN         NaN        0       3    2009       WD   
430          0    NaN    NaN         NaN        0       7    2008      COD   
431          0    NaN  MnPrv         NaN        0       9    2008    ConLD   
432          0    NaN    NaN         NaN        0       8    2007       WD   
433          0    NaN    NaN         NaN        0       7    2008       WD   
434          0    NaN    NaN         NaN        0       6    2008       WD   
435          0    NaN    NaN         NaN        0       4    2009    ConLw   
436          0    NaN    NaN         NaN        0      10    2006       WD   
437          0    NaN    NaN         NaN        0       1    2009       WD   
438          0    NaN  MnPrv         NaN        0       3    2007       WD   
439          0    NaN  GdPrv        Shed      800       8    2009    ConLI   
440          0    NaN    NaN         NaN        0       4    2009       WD   
441          0    NaN    NaN         NaN        0       9    2008       WD   
442          0    NaN    NaN         NaN        0       6    2008       WD   
443          0    NaN    NaN         NaN        0       6    2007      New   
444          0    NaN    NaN         NaN        0       7    2008       WD   
445          0    NaN  MnPrv         NaN        0      11    2009      COD   
446          0    NaN    NaN         NaN        0       6    2010       WD   
447          0    NaN    NaN         NaN        0       7    2006       WD   
448          0    NaN    NaN         NaN        0       6    2006       WD   
449          0    NaN    NaN         NaN        0       6    2007       WD   
450          0    NaN    NaN         NaN        0       6    2006       WD   
451          0    NaN    NaN         NaN        0      12    2006       WD   
452          0    NaN    NaN         NaN        0       7    2007       WD   
453          0    NaN    NaN         NaN        0       6    2009       WD   
454          0    NaN    NaN         NaN        0       7    2006       WD   
455          0    NaN    NaN         NaN        0       9    2007       WD   
456          0    NaN    NaN         NaN        0       5    2008      COD   
457          0    NaN    NaN         NaN        0       3    2008       WD   
458          0    NaN  MnPrv         NaN        0       6    2008       WD   
459          0    NaN    NaN         NaN        0       7    2009       WD   
460          0    NaN    NaN         NaN        0      12    2009      New   
461          0    NaN  MnPrv         NaN        0       4    2009       WD   
462          0    NaN   GdWo         NaN        0      12    2009       WD   
463          0    NaN    NaN         NaN        0       8    2008       WD   
464          0    NaN    NaN         NaN        0       8    2009       WD   
465          0    NaN    NaN         NaN        0       5    2006       WD   
466          0    NaN   GdWo         NaN        0       4    2007       WD   
467          0    NaN    NaN         NaN        0       6    2007       WD   
468          0    NaN    NaN         NaN        0       5    2007       WD   
469          0    NaN    NaN         NaN        0       6    2008       WD   
470          0    NaN    NaN         NaN        0       6    2010       WD   
471          0    NaN    NaN         NaN        0      11    2007       WD   
472          0    NaN    NaN         NaN        0       6    2008       WD   
473          0    NaN    NaN         NaN        0       7    2007      New   
474          0    NaN    NaN         NaN        0       8    2007       WD   
475          0    NaN    NaN         NaN        0       7    2007       WD   
476          0    NaN    NaN         NaN        0       4    2008       WD   
477          0    NaN    NaN         NaN        0       3    2007       WD   
478          0    NaN    NaN         NaN        0       9    2009       WD   
479          0    NaN  MnPrv         NaN        0       3    2007       WD   
480          0    NaN    NaN         NaN        0       3    2006       WD   
481          0    NaN    NaN         NaN        0       8    2006       WD   
482          0    NaN    NaN         NaN        0       6    2009       WD   
483          0    NaN    NaN         NaN        0       5    2006       WD   
484          0    NaN    NaN         NaN        0       3    2007       WD   
485          0    NaN    NaN         NaN        0       7    2009       WD   
486          0    NaN    NaN         NaN        0       6    2007       WD   
487          0    NaN    NaN         NaN        0       2    2007       WD   
488          0    NaN    NaN         NaN        0       5    2006    ConLD   
489          0    NaN    NaN         NaN        0       5    2009       WD   
490          0    NaN    NaN         NaN        0       6    2008       WD   
491          0    NaN  MnPrv         NaN        0       8    2006       WD   
492          0    NaN    NaN         NaN        0       5    2006      New   
493          0    NaN    NaN         NaN        0       6    2008       WD   
494          0    NaN    NaN         NaN        0      12    2009       WD   
495          0    NaN   GdWo         NaN        0      11    2009       WD   
496          0    NaN    NaN         NaN        0       5    2007       WD   
497          0    NaN  GdPrv         NaN        0       6    2008       WD   
498          0    NaN  MnPrv         NaN        0       6    2009       WD   
...        ...    ...    ...         ...      ...     ...     ...      ...   
961          0    NaN    NaN         NaN        0       7    2008       WD   
962          0    NaN    NaN         NaN        0       7    2007       WD   
963          0    NaN    NaN         NaN        0       5    2009       WD   
964          0    NaN    NaN         NaN        0       2    2010       WD   
965          0    NaN    NaN         NaN        0       7    2007      New   
966          0    NaN    NaN         NaN        0       6    2009       WD   
967          0    NaN    NaN         NaN        0       7    2008       WD   
968          0    NaN   GdWo         NaN        0       5    2009       WD   
969          0    NaN    NaN         NaN        0       3    2006    ConLD   
970          0    NaN    NaN         NaN        0      12    2006       WD   
971          0    NaN    NaN         NaN        0       7    2009       WD   
972          0    NaN    NaN         NaN        0       4    2010       WD   
973          0    NaN    NaN         NaN        0      12    2008      New   
974          0    NaN  GdPrv         NaN        0      10    2009       WD   
975          0    NaN    NaN         NaN        0       4    2006       WD   
976          0    NaN    NaN         NaN        0       8    2006       WD   
977          0    NaN    NaN         NaN        0      11    2007      New   
978          0    NaN    NaN         NaN        0       5    2007       WD   
979          0    NaN  MnPrv         NaN        0       6    2009       WD   
980          0    NaN    NaN         NaN        0       7    2008       WD   
981          0    NaN    NaN         NaN        0       7    2009       WD   
982          0    NaN    NaN         NaN        0       3    2008       WD   
983          0    NaN    NaN         NaN        0       5    2008       WD   
984          0    NaN    NaN         NaN        0       8    2009      COD   
985          0    NaN    NaN         NaN        0       8    2008    ConLD   
986          0    NaN    NaN         NaN        0       6    2006       WD   
987          0    NaN    NaN         NaN        0       4    2010      New   
988          0    NaN    NaN         NaN        0       6    2007       WD   
989          0    NaN    NaN         NaN        0       8    2006      New   
990          0    NaN    NaN         NaN        0       6    2006       WD   
991          0    NaN    NaN         NaN        0      11    2009       WD   
992          0    NaN   MnWw         NaN        0       7    2007       WD   
993          0    NaN    NaN         NaN        0       8    2006      New   
994          0    NaN    NaN         NaN        0       7    2009       WD   
995          0    NaN  MnPrv         NaN        0       8    2006       WD   
996          0    NaN    NaN         NaN        0       1    2006      COD   
997          0    NaN    NaN         NaN        0       2    2009       WD   
998          0    NaN    NaN         NaN        0       5    2006       WD   
999          0    NaN    NaN         NaN        0       2    2010       WD   
1000         0    NaN    NaN         NaN        0       7    2009       WD   
1001         0    NaN    NaN         NaN        0       1    2007       WD   
1002         0    NaN    NaN         NaN        0       7    2008       WD   
1003         0    NaN    NaN         NaN        0       6    2007       WD   
1004         0    NaN    NaN         NaN        0       5    2009       WD   
1005         0    NaN    NaN         NaN        0      11    2008       WD   
1006         0    NaN    NaN         NaN        0       3    2007       WD   
1007         0    NaN    NaN         NaN        0       8    2009       WD   
1008         0    NaN    NaN         NaN        0       4    2009       WD   
1009         0    NaN    NaN         NaN        0       6    2006       WD   
1010         0    NaN    NaN         NaN        0       8    2008       WD   
1011         0    NaN    NaN         NaN        0       5    2010       WD   
1012         0    NaN    NaN         NaN        0       8    2007       WD   
1013         0    NaN    NaN         NaN        0       6    2009       WD   
1014         0    NaN    NaN         NaN        0      11    2007       WD   
1015         0    NaN    NaN         NaN        0      11    2009       WD   
1016         0    NaN    NaN         NaN        0       6    2009       WD   
1017         0    NaN    NaN         NaN        0       8    2009      COD   
1018         0    NaN    NaN         NaN        0       5    2007       WD   
1019         0    NaN    NaN         NaN        0       4    2006       WD   
1020         0    NaN    NaN         NaN        0       6    2008       WD   
1021         0    NaN    NaN         NaN        0       7    2006      New   
1022         0    NaN    NaN         NaN        0       3    2007       WD   
1023         0    NaN    NaN         NaN        0       5    2008       WD   
1024         0    NaN    NaN         NaN        0       5    2008      COD   
1025         0    NaN  MnPrv         NaN        0       3    2007       WD   
1026         0    NaN    NaN         NaN        0       4    2010       WD   
1027         0    NaN    NaN         NaN        0       4    2008      New   
1028         0    NaN    NaN         NaN        0       4    2007       WD   
1029         0    NaN    NaN         NaN        0       5    2006       WD   
1030         0    NaN    NaN         NaN        0       7    2006       WD   
1031         0    NaN    NaN         NaN        0       8    2009       WD   
1032         0    NaN    NaN         NaN        0      11    2006       WD   
1033         0    NaN    NaN         NaN        0       2    2006       WD   
1034         0    NaN  MnPrv         NaN        0       6    2007       WD   
1035         0    NaN    NaN         NaN        0       1    2009       WD   
1036         0    NaN    NaN         NaN        0       9    2009       WD   
1037         0    NaN    NaN         NaN        0       9    2008       WD   
1038         0    NaN    NaN         NaN        0       5    2009       WD   
1039         0    NaN    NaN         NaN        0       4    2009       WD   
1040         0    NaN  GdPrv         NaN        0       1    2006       WD   
1041         0    NaN    NaN         NaN        0       7    2008       WD   
1042         0    NaN    NaN         NaN        0       8    2009       WD   
1043         0    NaN    NaN         NaN        0       5    2008       WD   
1044         0    NaN  MnPrv         NaN        0       7    2009       WD   
1045         0    NaN    NaN         NaN        0       6    2009       WD   
1046         0    NaN    NaN         NaN        0       7    2006      New   
1047         0    NaN    NaN         NaN        0       2    2008       WD   
1048         0    NaN  GdPrv         NaN        0      11    2009       WD   
1049         0    NaN    NaN         NaN        0       4    2010       WD   
1050         0    NaN    NaN         NaN        0       8    2007      New   
1051         0    NaN    NaN         NaN        0      10    2007      New   
1052         0    NaN  GdPrv         NaN        0       6    2007       WD   
1053         0    NaN    NaN         NaN        0       5    2010       WD   
1054         0    NaN    NaN         NaN        0      11    2006       WD   
1055         0    NaN  MnPrv         NaN        0       5    2008      COD   
1056         0    NaN    NaN         NaN        0       6    2006       WD   
1057         0    NaN    NaN         NaN        0       1    2009       WD   
1058         0    NaN    NaN         NaN        0       7    2009       WD   
1059         0    NaN    NaN         NaN        0       3    2007       WD   
1060         0    NaN    NaN         NaN        0       4    2010       WD   
1061         0    NaN    NaN        Shed      560       8    2008    ConLD   
1062         0    NaN    NaN         NaN        0       9    2007       WD   
1063         0    NaN  MnPrv         NaN        0       7    2006       WD   
1064         0    NaN  MnPrv         NaN        0      11    2009       WD   
1065         0    NaN    NaN         NaN        0       4    2010       WD   
1066         0    NaN    NaN         NaN        0       5    2009       WD   
1067         0    NaN    NaN         NaN        0       6    2008       WD   
1068         0    NaN  GdPrv         NaN        0       6    2006       WD   
1069         0    NaN    NaN         NaN        0       5    2007       WD   
1070         0    NaN    NaN         NaN        0       6    2007       WD   
1071         0    NaN    NaN         NaN        0       5    2009       WD   
1072         0    NaN    NaN         NaN        0       8    2006       WD   
1073         0    NaN  MnPrv         NaN        0       7    2009       WD   
1074         0    NaN    NaN         NaN        0       5    2007       WD   
1075         0    NaN    NaN         NaN        0       7    2007      CWD   
1076         0    NaN    NaN        Shed      500       4    2006       WD   
1077         0    NaN    NaN         NaN        0       3    2006       WD   
1078         0    NaN    NaN         NaN        0       5    2006       WD   
1079         0    NaN    NaN         NaN        0       4    2007       WD   
1080         0    NaN    NaN         NaN        0      10    2008      COD   
1081         0    NaN  MnPrv         NaN        0       6    2010       WD   
1082         0    NaN    NaN         NaN        0       9    2007       WD   
1083         0    NaN  MnPrv        Shed      700       3    2006       WD   
1084         0    NaN    NaN         NaN        0       7    2006       WD   
1085         0    NaN    NaN         NaN        0       4    2010       WD   
1086         0    NaN    NaN         NaN        0       5    2010       WD   
1087         0    NaN    NaN         NaN        0       5    2009       WD   
1088         0    NaN    NaN         NaN        0       4    2006       WD   
1089         0    NaN    NaN         NaN        0       4    2006       WD   
1090         0    NaN    NaN         NaN        0       6    2009       WD   
1091         0    NaN    NaN         NaN        0       3    2008       WD   
1092         0    NaN    NaN         NaN        0       6    2008       WD   
1093         0    NaN  MnPrv         NaN        0      10    2006       WD   
1094         0    NaN    NaN         NaN        0       5    2010       WD   
1095         0    NaN    NaN         NaN        0       3    2007       WD   
1096         0    NaN    NaN         NaN        0       3    2007       WD   
1097         0    NaN    NaN         NaN        0      10    2007       WD   
1098         0    NaN    NaN         NaN        0       7    2009       WD   
1099         0    NaN    NaN         NaN        0       4    2009      COD   
1100         0    NaN    NaN         NaN        0       1    2009       WD   
1101         0    NaN    NaN         NaN        0       7    2007       WD   
1102         0    NaN   MnWw         NaN        0       4    2007       WD   
1103         0    NaN    NaN         NaN        0       7    2006       WD   
1104         0    NaN    NaN         NaN        0       4    2007       WD   
1105         0    NaN    NaN         NaN        0       4    2010       WD   
1106         0    NaN    NaN         NaN        0       5    2007       WD   
1107         0    NaN    NaN         NaN        0       9    2006      New   
1108         0    NaN    NaN         NaN        0      11    2007       WD   
1109         0    NaN    NaN         NaN        0       3    2009       WD   
1110         0    NaN    NaN         NaN        0       6    2008       WD   
1111         0    NaN    NaN         NaN        0       9    2008       WD   
1112         0    NaN    NaN         NaN        0       7    2006       WD   
1113         0    NaN    NaN         NaN        0       5    2007       WD   
1114         0    NaN  MnPrv         NaN        0       8    2006       WD   
1115         0    NaN    NaN         NaN        0      11    2007      New   
1116         0    NaN    NaN         NaN        0       3    2009       WD   
1117         0    NaN    NaN         NaN        0       5    2008       WD   
1118         0    NaN    NaN         NaN        0      12    2008       WD   
1119         0    NaN   GdWo         NaN        0       7    2006       WD   
1120         0    NaN  MnPrv         NaN        0       5    2007       WD   
1121         0    NaN    NaN         NaN        0       7    2006      New   
1122         0    NaN  MnPrv         NaN        0      10    2009      COD   
1123         0    NaN    NaN         NaN        0       6    2009       WD   
1124         0    NaN    NaN         NaN        0       7    2007       WD   
1125         0    NaN    NaN         NaN        0      11    2009       WD   
1126         0    NaN    NaN         NaN        0       6    2009       WD   
1127         0    NaN    NaN         NaN        0      11    2007       WD   
1128         0    NaN    NaN         NaN        0       7    2007       WD   
1129         0    NaN    NaN         NaN        0       8    2007       WD   
1130         0    NaN  MnPrv         NaN        0      12    2009       WD   
1131         0    NaN  MnPrv         NaN        0       9    2007      Oth   
1132         0    NaN    NaN         NaN        0       5    2007       WD   
1133         0    NaN    NaN         NaN        0       6    2009       WD   
1134         0    NaN    NaN         NaN        0       8    2007       WD   
1135         0    NaN    NaN         NaN        0       5    2007       WD   
1136         0    NaN    NaN         NaN        0       4    2008       WD   
1137         0    NaN    NaN         NaN        0       5    2010       WD   
1138         0    NaN    NaN         NaN        0       5    2009       WD   
1139         0    NaN    NaN         NaN        0       5    2007       WD   
1140         0    NaN    NaN         NaN        0       6    2008      COD   
1141         0    NaN    NaN         NaN        0      10    2009       WD   
1142         0    NaN    NaN         NaN        0       4    2007      New   
1143         0    NaN    NaN         NaN        0       7    2008       WD   
1144         0    NaN  MnPrv         NaN        0       7    2010       WD   
1145         0    NaN    NaN         NaN        0       8    2006       WD   
1146         0    NaN    NaN         NaN        0       5    2006       WD   
1147         0    NaN    NaN         NaN        0       7    2009       WD   
1148         0    NaN    NaN         NaN        0       8    2008       WD   
1149         0    NaN    NaN         NaN        0       7    2009       WD   
1150         0    NaN  GdPrv         NaN        0      11    2007       WD   
1151         0    NaN    NaN         NaN        0      11    2006       WD   
1152         0    NaN    NaN         NaN        0       7    2006       WD   
1153         0    NaN    NaN         NaN        0       6    2008       WD   
1154         0    NaN  GdPrv         NaN        0       5    2008       WD   
1155         0    NaN    NaN         NaN        0       7    2007       WD   
1156         0    NaN  MnPrv         NaN        0      10    2008       WD   
1157         0    NaN    NaN         NaN        0       7    2009       WD   
1158         0    NaN    NaN         NaN        0       6    2008    ConLD   
1159         0    NaN    NaN         NaN        0       7    2008       WD   
1160         0    NaN    NaN         NaN        0       7    2010       WD   
1161         0    NaN    NaN         NaN        0      11    2008       WD   
1162         0    NaN    NaN         NaN        0       5    2007       WD   
1163         0    NaN    NaN         NaN        0       1    2008       WD   
1164         0    NaN    NaN         NaN        0       6    2007       WD   
1165         0    NaN    NaN         NaN        0       9    2009      New   
1166         0    NaN    NaN         NaN        0       2    2010       WD   
1167         0    NaN    NaN         NaN        0       2    2006       WD   
1168         0    NaN    NaN         NaN        0       7    2008       WD   
1169         0    NaN    NaN         NaN        0       7    2006       WD   
1170       576     Gd  GdPrv         NaN        0       7    2008       WD   
1171         0    NaN    NaN        Shed     1400      11    2008       WD   
1172         0    NaN    NaN         NaN        0       3    2008       WD   
1173         0    NaN  MnPrv         NaN        0       3    2007       WD   
1174         0    NaN    NaN         NaN        0       7    2006       WD   
1175         0    NaN    NaN         NaN        0       4    2007       WD   
1176         0    NaN  MnPrv         NaN        0      10    2008       WD   
1177         0    NaN    NaN         NaN        0      12    2009       WD   
1178         0    NaN    NaN         NaN        0       7    2009       WD   
1179         0    NaN    NaN         NaN        0       4    2006       WD   
1180         0    NaN  GdPrv         NaN        0       4    2006       WD   
1181         0    NaN    NaN         NaN        0      11    2008      New   
1182       555     Ex  MnPrv         NaN        0       7    2007       WD   
1183         0    NaN    NaN         NaN        0       6    2006       WD   
1184         0    NaN    NaN         NaN        0       5    2007       WD   
1185         0    NaN    NaN         NaN        0       3    2006       WD   
1186         0    NaN    NaN         NaN        0       8    2009       WD   
1187         0    NaN  GdPrv         NaN        0       7    2006       WD   
1188         0    NaN    NaN         NaN        0       7    2009       WD   
1189         0    NaN    NaN         NaN        0       6    2010       WD   
1190         0    NaN    NaN         NaN        0       3    2007       WD   
1191         0    NaN    NaN         NaN        0      11    2007       WD   
1192         0    NaN   GdWo         NaN        0       7    2007       WD   
1193         0    NaN    NaN         NaN        0       6    2009       WD   
1194         0    NaN  MnPrv         NaN        0       3    2010       WD   
1195         0    NaN    NaN         NaN        0       7    2008       WD   
1196         0    NaN    NaN         NaN        0      11    2006      New   
1197         0    NaN    NaN         NaN        0       7    2006    ConLw   
1198         0    NaN    NaN         NaN        0       6    2009       WD   
1199         0    NaN    NaN         NaN        0      10    2006       WD   
1200         0    NaN    NaN        Shed        0       7    2006      Oth   
1201         0    NaN    NaN         NaN        0       3    2009       WD   
1202         0    NaN    NaN         NaN        0       5    2009       WD   
1203         0    NaN    NaN         NaN        0      10    2009       WD   
1204         0    NaN  MnPrv         NaN        0       7    2006       WD   
1205         0    NaN    NaN         NaN        0       6    2009       WD   
1206         0    NaN  MnPrv         NaN        0      11    2006       WD   
1207         0    NaN    NaN         NaN        0       5    2006       WD   
1208         0    NaN    NaN         NaN        0      10    2008       WD   
1209         0    NaN    NaN         NaN        0       5    2006      New   
1210         0    NaN  GdPrv        Shed      400       5    2010       WD   
1211         0    NaN    NaN         NaN        0       6    2010       WD   
1212         0    NaN    NaN         NaN        0       8    2009       WD   
1213         0    NaN    NaN         NaN        0       5    2006       WD   
1214         0    NaN    NaN         NaN        0       5    2006       WD   
1215         0    NaN  MnPrv         NaN        0       5    2007       WD   
1216         0    NaN    NaN         NaN        0       4    2010       WD   
1217         0    NaN    NaN         NaN        0       9    2009      New   
1218         0    NaN    NaN         NaN        0       7    2006       WD   
1219         0    NaN    NaN         NaN        0       4    2006       WD   
1220         0    NaN    NaN         NaN        0      11    2006       WD   
1221         0    NaN    NaN         NaN        0       8    2008       WD   
1222         0    NaN   GdWo         NaN        0       1    2007       WD   
1223         0    NaN  MnPrv         NaN        0      10    2006       WD   
1224         0    NaN    NaN         NaN        0       2    2008       WD   
1225         0    NaN   MnWw         NaN        0       6    2007       WD   
1226         0    NaN    NaN         NaN        0       1    2008       WD   
1227         0    NaN    NaN         NaN        0      12    2008       WD   
1228         0    NaN    NaN         NaN        0      10    2008      New   
1229         0    NaN   GdWo         NaN        0       8    2008       WD   
1230         0    NaN    NaN        Gar2     8300       8    2007       WD   
1231         0    NaN   GdWo         NaN        0       5    2006       WD   
1232         0    NaN    NaN         NaN        0       3    2007       WD   
1233         0    NaN  MnPrv         NaN        0       5    2010      COD   
1234         0    NaN    NaN         NaN        0      11    2008       WD   
1235         0    NaN    NaN         NaN        0       7    2006       WD   
1236         0    NaN    NaN         NaN        0       6    2010       WD   
1237         0    NaN    NaN         NaN        0       9    2006       WD   
1238         0    NaN    NaN         NaN        0       3    2006       WD   
1239         0    NaN    NaN         NaN        0      12    2007       WD   
1240         0    NaN    NaN         NaN        0       7    2008       WD   
1241         0    NaN    NaN         NaN        0       6    2007      New   
1242         0    NaN  MnPrv         NaN        0       1    2010       WD   
1243         0    NaN    NaN         NaN        0       9    2006      New   
1244         0    NaN    NaN         NaN        0       6    2006       WD   
1245         0    NaN    NaN         NaN        0       1    2007       WD   
1246         0    NaN    NaN         NaN        0       3    2006      New   
1247         0    NaN    NaN         NaN        0       5    2010       WD   
1248         0    NaN    NaN         NaN        0       4    2008       WD   
1249         0    NaN    NaN         NaN        0       5    2007       WD   
1250         0    NaN    NaN         NaN        0       4    2010       WD   
1251         0    NaN    NaN         NaN        0       3    2006       WD   
1252         0    NaN   GdWo        Shed      600      11    2009       WD   
1253         0    NaN  MnPrv         NaN        0       7    2007       WD   
1254         0    NaN    NaN         NaN        0       7    2008       WD   
1255         0    NaN    NaN         NaN        0      11    2007       WD   
1256         0    NaN    NaN         NaN        0       8    2008       WD   
1257         0    NaN    NaN         NaN        0       7    2009       WD   
1258         0    NaN    NaN         NaN        0       7    2008       WD   
1259         0    NaN    NaN         NaN        0       7    2008       WD   
1260         0    NaN    NaN         NaN        0       6    2009       WD   
1261         0    NaN    NaN         NaN        0       6    2009       WD   
1262         0    NaN    NaN         NaN        0      11    2009       WD   
1263         0    NaN  GdPrv         NaN        0       7    2007       WD   
1264         0    NaN    NaN         NaN        0       8    2008      COD   
1265         0    NaN    NaN         NaN        0       3    2006       WD   
1266         0    NaN  MnPrv         NaN        0       1    2007       WD   
1267         0    NaN    NaN         NaN        0       5    2010       WD   
1268         0    NaN   GdWo         NaN        0       5    2008       WD   
1269         0    NaN   GdWo         NaN        0       7    2007       WD   
1270         0    NaN    NaN         NaN        0       4    2010       WD   
1271         0    NaN    NaN         NaN        0       8    2009       WD   
1272         0    NaN  MnPrv         NaN        0      11    2006       WD   
1273         0    NaN  GdPrv         NaN        0       5    2008       WD   
1274         0    NaN    NaN         NaN        0      11    2007       WD   
1275         0    NaN    NaN         NaN        0       7    2007       WD   
1276         0    NaN    NaN         NaN        0      12    2009       WD   
1277         0    NaN    NaN         NaN        0       6    2009       WD   
1278         0    NaN    NaN         NaN        0       3    2008       WD   
1279         0    NaN    NaN         NaN        0       4    2010      COD   
1280         0    NaN    NaN         NaN        0       3    2009       WD   
1281         0    NaN    NaN         NaN        0       7    2006       WD   
1282         0    NaN    NaN         NaN        0       9    2009       WD   
1283         0    NaN    NaN         NaN        0       4    2010       WD   
1284         0    NaN    NaN         NaN        0       3    2010       WD   
1285         0    NaN    NaN         NaN        0       5    2009       WD   
1286         0    NaN    NaN         NaN        0       6    2010       WD   
1287         0    NaN    NaN         NaN        0       6    2006       WD   
1288         0    NaN    NaN         NaN        0      10    2009       WD   
1289         0    NaN    NaN         NaN        0      10    2006      New   
1290         0    NaN    NaN         NaN        0       4    2010       WD   
1291         0    NaN    NaN         NaN        0       2    2009       WD   
1292         0    NaN    NaN         NaN        0      12    2009       WD   
1293         0    NaN   GdWo         NaN        0       3    2006       WD   
1294         0    NaN    NaN         NaN        0       4    2006       WD   
1295         0    NaN   GdWo         NaN        0      11    2006       WD   
1296         0    NaN  MnPrv         NaN        0      12    2008       WD   
1297         0    NaN    NaN         NaN        0       6    2006      New   
1298       480     Gd    NaN         NaN        0       1    2008      New   
1299         0    NaN  GdPrv         NaN        0       5    2010       WD   
1300         0    NaN    NaN         NaN        0       5    2009       WD   
1301         0    NaN    NaN         NaN        0      11    2009       WD   
1302         0    NaN    NaN         NaN        0      12    2006       WD   
1303         0    NaN    NaN         NaN        0       4    2006       WD   
1304         0    NaN    NaN         NaN        0       4    2006       WD   
1305         0    NaN    NaN         NaN        0      11    2009       WD   
1306         0    NaN    NaN         NaN        0       9    2006      New   
1307         0    NaN    NaN         NaN        0       5    2009       WD   
1308         0    NaN   GdWo         NaN        0       5    2008       WD   
1309         0    NaN   GdWo         NaN        0       6    2008       WD   
1310         0    NaN    NaN         NaN        0       5    2010       WD   
1311         0    NaN    NaN         NaN        0       1    2007      New   
1312         0    NaN    NaN         NaN        0       6    2007       WD   
1313         0    NaN    NaN         NaN        0       5    2010       WD   
1314         0    NaN    NaN         NaN        0      10    2007       WD   
1315         0    NaN    NaN         NaN        0       6    2008       WD   
1316         0    NaN    NaN         NaN        0       1    2009       WD   
1317         0    NaN    NaN         NaN        0       4    2007      New   
1318         0    NaN    NaN         NaN        0       8    2006       WD   
1319         0    NaN    NaN         NaN        0       2    2007       WD   
1320         0    NaN    NaN         NaN        0       6    2009       WD   
1321         0    NaN    NaN         NaN        0       7    2008       WD   
1322         0    NaN    NaN         NaN        0       6    2010       WD   
1323         0    NaN    NaN         NaN        0      12    2009       WD   
1324         0    NaN    NaN         NaN        0       2    2007      New   
1325         0    NaN  MnPrv         NaN        0       1    2008       WD   
1326         0    NaN    NaN         NaN        0       5    2007       WD   
1327         0    NaN  MnPrv         NaN        0      10    2008       WD   
1328         0    NaN  MnPrv        Shed     1150       6    2008       WD   
1329         0    NaN    NaN         NaN        0       6    2006       WD   
1330         0    NaN    NaN         NaN        0      12    2007       WD   
1331         0    NaN    NaN         NaN        0       7    2006       WD   
1332         0    NaN    NaN         NaN        0       5    2009       WD   
1333         0    NaN  MnPrv         NaN        0       7    2006       WD   
1334         0    NaN    NaN         NaN        0       5    2009       WD   
1335         0    NaN    NaN         NaN        0       4    2009       WD   
1336         0    NaN    NaN         NaN        0      11    2008       WD   
1337         0    NaN    NaN         NaN        0       3    2006       WD   
1338         0    NaN    NaN         NaN        0       6    2006       WD   
1339         0    NaN    NaN         NaN        0       6    2006       WD   
1340         0    NaN   GdWo         NaN        0       6    2007       WD   
1341         0    NaN    NaN         NaN        0       7    2008       WD   
1342         0    NaN    NaN         NaN        0       8    2007       WD   
1343         0    NaN    NaN         NaN        0       3    2009       WD   
1344         0    NaN    NaN         NaN        0       7    2007      New   
1345         0    NaN    NaN         NaN        0       7    2007       WD   
1346         0    NaN    NaN         NaN        0       6    2006       WD   
1347         0    NaN    NaN         NaN        0       5    2007      New   
1348         0    NaN    NaN         NaN        0       8    2007       WD   
1349         0    NaN    NaN         NaN        0      12    2008       WD   
1350         0    NaN    NaN         NaN        0       8    2009       WD   
1351         0    NaN    NaN         NaN        0       3    2008       WD   
1352         0    NaN    NaN         NaN        0       7    2009       WD   
1353         0    NaN    NaN         NaN        0       3    2010       WD   
1354         0    NaN    NaN         NaN        0       6    2008       WD   
1355         0    NaN  GdPrv         NaN        0       9    2006       WD   
1356         0    NaN   GdWo         NaN        0      10    2008       WD   
1357         0    NaN    NaN         NaN        0       4    2010       WD   
1358         0    NaN    NaN         NaN        0       6    2010       WD   
1359         0    NaN    NaN         NaN        0       9    2006       WD   
1360         0    NaN    NaN         NaN        0       5    2008       WD   
1361         0    NaN    NaN         NaN        0       6    2009       WD   
1362         0    NaN    NaN         NaN        0       6    2009       WD   
1363         0    NaN    NaN         NaN        0       3    2007      New   
1364         0    NaN    NaN         NaN        0       4    2006       WD   
1365         0    NaN    NaN         NaN        0       1    2010       WD   
1366         0    NaN    NaN         NaN        0       6    2008       WD   
1367         0    NaN    NaN         NaN        0       7    2006       WD   
1368         0    NaN    NaN         NaN        0       6    2009       WD   
1369         0    NaN    NaN         NaN        0       5    2010       WD   
1370         0    NaN    NaN         NaN        0      10    2009       WD   
1371         0    NaN  MnPrv         NaN        0      10    2008       WD   
1372         0    NaN    NaN         NaN        0       6    2006       WD   
1373         0    NaN    NaN         NaN        0       3    2007       WD   
1374         0    NaN    NaN         NaN        0       7    2008       WD   
1375         0    NaN    NaN         NaN        0      12    2007      New   
1376         0    NaN    NaN         NaN        0       4    2008       WD   
1377         0    NaN    NaN         NaN        0       7    2009       WD   
1378         0    NaN    NaN         NaN        0       6    2006       WD   
1379         0    NaN    NaN         NaN        0       5    2008       WD   
1380         0    NaN    NaN         NaN        0       6    2010       WD   
1381         0    NaN    NaN         NaN        0       5    2008       WD   
1382         0    NaN    NaN         NaN        0      10    2006       WD   
1383         0    NaN    NaN         NaN        0       8    2007       WD   
1384         0    NaN  MnPrv         NaN        0      10    2009       WD   
1385         0    NaN  MnPrv         NaN        0       5    2010       WD   
1386       519     Fa  MnPrv        TenC     2000       7    2006       WD   
1387         0    NaN   GdWo         NaN        0       8    2007      CWD   
1388         0    NaN    NaN         NaN        0      10    2009       WD   
1389         0    NaN    NaN         NaN        0       3    2007       WD   
1390         0    NaN    NaN         NaN        0       9    2006       WD   
1391         0    NaN    NaN         NaN        0       4    2009       WD   
1392         0    NaN   MnWw         NaN        0      12    2006       WD   
1393         0    NaN    NaN         NaN        0       4    2008       WD   
1394         0    NaN    NaN         NaN        0      10    2006      New   
1395         0    NaN    NaN         NaN        0       2    2007       WD   
1396         0    NaN    NaN         NaN        0       6    2010       WD   
1397         0    NaN    NaN         NaN        0       5    2007       WD   
1398         0    NaN  GdPrv         NaN        0       5    2009       WD   
1399         0    NaN  MnPrv         NaN        0      10    2009       WD   
1400         0    NaN    NaN         NaN        0       7    2008       WD   
1401         0    NaN    NaN         NaN        0       4    2008       WD   
1402         0    NaN    NaN         NaN        0       7    2006      New   
1403         0    NaN    NaN         NaN        0       8    2007       WD   
1404         0    NaN  MnPrv         NaN        0       1    2006       WD   
1405         0    NaN    NaN         NaN        0       1    2008       WD   
1406         0    NaN  MnPrv         NaN        0       3    2009       WD   
1407         0    NaN  MnPrv         NaN        0       3    2009       WD   
1408         0    NaN    NaN         NaN        0       6    2010       WD   
1409         0    NaN  MnPrv         NaN        0      11    2008       WD   
1410         0    NaN    NaN         NaN        0       6    2009       WD   
1411         0    NaN  MnPrv         NaN        0       9    2009       WD   
1412         0    NaN    NaN         NaN        0       6    2009       WD   
1413         0    NaN    NaN         NaN        0       9    2009      COD   
1414         0    NaN    NaN         NaN        0       6    2008       WD   
1415         0    NaN    NaN         NaN        0       5    2009       WD   
1416         0    NaN    NaN         NaN        0       4    2010       WD   
1417         0    NaN    NaN         NaN        0       5    2009       WD   
1418         0    NaN    NaN         NaN        0       8    2008      COD   
1419         0    NaN    NaN         NaN        0      12    2006       WD   
1420         0    NaN    NaN         NaN        0       5    2006       WD   
1421         0    NaN    NaN         NaN        0       7    2010       WD   
1422         0    NaN    NaN         NaN        0       3    2008       WD   
1423       738     Gd  GdPrv         NaN        0       8    2006       WD   
1424         0    NaN   GdWo         NaN        0       6    2007       WD   
1425         0    NaN    NaN         NaN        0      10    2008       WD   
1426         0    NaN    NaN         NaN        0       8    2008       WD   
1427         0    NaN    NaN         NaN        0       4    2008       WD   
1428         0    NaN  MnPrv         NaN        0       2    2010       WD   
1429         0    NaN    NaN         NaN        0       4    2007       WD   
1430         0    NaN    NaN         NaN        0       7    2006       WD   
1431         0    NaN    NaN         NaN        0      10    2009       WD   
1432         0    NaN    NaN         NaN        0       8    2007       WD   
1433         0    NaN    NaN         NaN        0       5    2008       WD   
1434         0    NaN    NaN         NaN        0       5    2006       WD   
1435         0    NaN  GdPrv         NaN        0       7    2008      COD   
1436         0    NaN   GdWo         NaN        0       5    2007       WD   
1437         0    NaN    NaN         NaN        0      11    2008      New   
1438         0    NaN  MnPrv         NaN        0       4    2010       WD   
1439         0    NaN    NaN         NaN        0      11    2007       WD   
1440         0    NaN    NaN         NaN        0       9    2008       WD   
1441         0    NaN    NaN         NaN        0       5    2008       WD   
1442         0    NaN    NaN         NaN        0       4    2009       WD   
1443         0    NaN    NaN         NaN        0       5    2009       WD   
1444         0    NaN    NaN         NaN        0      11    2007       WD   
1445         0    NaN    NaN         NaN        0       5    2007       WD   
1446         0    NaN    NaN         NaN        0       4    2010       WD   
1447         0    NaN    NaN         NaN        0      12    2007       WD   
1448         0    NaN   GdWo         NaN        0       5    2007       WD   
1449         0    NaN    NaN         NaN        0       8    2006       WD   
1450         0    NaN    NaN         NaN        0       9    2009       WD   
1451         0    NaN    NaN         NaN        0       5    2009      New   
1452         0    NaN    NaN         NaN        0       5    2006       WD   
1453         0    NaN    NaN         NaN        0       7    2006       WD   
1454         0    NaN    NaN         NaN        0      10    2009       WD   
1455         0    NaN    NaN         NaN        0       8    2007       WD   
1456         0    NaN  MnPrv         NaN        0       2    2010       WD   
1457         0    NaN  GdPrv        Shed     2500       5    2010       WD   
1458         0    NaN    NaN         NaN        0       4    2010       WD   
1459         0    NaN    NaN         NaN        0       6    2008       WD   

     SaleCondition  SalePrice  
0           Normal     208500  
1           Normal     181500  
2           Normal     223500  
3          Abnorml     140000  
4           Normal     250000  
5           Normal     143000  
6           Normal     307000  
7           Normal     200000  
8          Abnorml     129900  
9           Normal     118000  
10          Normal     129500  
11         Partial     345000  
12          Normal     144000  
13         Partial     279500  
14          Normal     157000  
15          Normal     132000  
16          Normal     149000  
17          Normal      90000  
18          Normal     159000  
19         Abnorml     139000  
20         Partial     325300  
21          Normal     139400  
22          Normal     230000  
23          Normal     129900  
24          Normal     154000  
25          Normal     256300  
26          Normal     134800  
27          Normal     306000  
28          Normal     207500  
29          Normal      68500  
30          Normal      40000  
31          Normal     149350  
32          Normal     179900  
33          Normal     165500  
34          Normal     277500  
35          Normal     309000  
36          Normal     145000  
37          Normal     153000  
38         Abnorml     109000  
39         AdjLand      82000  
40         Abnorml     160000  
41          Normal     170000  
42          Normal     144000  
43          Normal     130250  
44          Normal     141000  
45          Normal     319900  
46         Abnorml     239686  
47          Normal     249700  
48         Partial     113000  
49          Normal     127000  
50          Normal     177000  
51          Normal     114500  
52          Normal     110000  
53          Normal     385000  
54          Normal     130000  
55          Normal     180500  
56         Abnorml     172500  
57          Normal     196500  
58         Partial     438780  
59          Normal     124900  
60         Partial     158000  
61          Normal     101000  
62          Normal     202500  
63          Normal     140000  
64          Normal     219500  
65          Normal     317000  
66          Normal     180000  
67          Normal     226000  
68          Normal      80000  
69          Normal     225000  
70          Normal     244000  
71          Normal     129500  
72          Normal     185000  
73          Normal     144900  
74          Normal     107400  
75          Normal      91000  
76          Normal     135750  
77          Normal     127000  
78          Normal     136500  
79          Normal     110000  
80          Normal     193500  
81          Normal     153500  
82          Normal     245000  
83          Normal     126500  
84          Normal     168500  
85          Normal     260000  
86          Normal     174000  
87         Partial     164500  
88         Abnorml      85000  
89          Normal     123600  
90          Normal     109900  
91         Abnorml      98600  
92          Normal     163500  
93          Normal     133900  
94          Normal     204750  
95          Normal     185000  
96          Normal     214000  
97          Normal      94750  
98         Abnorml      83000  
99          Normal     128950  
100         Normal     205000  
101         Normal     178000  
102         Alloca     118964  
103         Normal     198900  
104         Normal     169500  
105         Normal     250000  
106         Normal     100000  
107        Partial     115000  
108         Normal     115000  
109         Normal     190000  
110         Normal     136900  
111         Normal     180000  
112        Partial     383970  
113        Abnorml     217000  
114         Normal     259500  
115         Normal     176000  
116         Normal     139000  
117        Partial     155000  
118         Normal     320000  
119        Partial     163990  
120         Normal     180000  
121         Normal     100000  
122         Normal     136000  
123         Normal     153900  
124         Normal     181000  
125         Normal      84500  
126         Normal     128000  
127         Normal      87000  
128         Normal     155000  
129        Abnorml     150000  
130         Normal     226000  
131         Normal     244000  
132         Normal     150750  
133         Normal     220000  
134         Normal     180000  
135         Normal     174000  
136         Normal     143000  
137         Family     171000  
138         Normal     230000  
139         Normal     231500  
140         Normal     115000  
141         Normal     260000  
142         Normal     166000  
143         Normal     204000  
144        Abnorml     125000  
145         Normal     130000  
146         Normal     105000  
147         Normal     222500  
148         Normal     141000  
149         Normal     115000  
150         Normal     122000  
151        Partial     372402  
152         Normal     190000  
153         Normal     235000  
154         Family     125000  
155         Normal      79000  
156         Normal     109500  
157        Partial     269500  
158         Normal     254900  
159        Partial     320000  
160         Normal     162500  
161         Normal     412500  
162        Partial     220000  
163         Normal     103200  
164         Normal     152000  
165         Normal     127500  
166         Normal     190000  
167        Partial     325624  
168         Normal     183500  
169         Normal     228000  
170         Normal     128500  
171         Normal     215000  
172         Normal     239000  
173         Normal     163000  
174         Normal     184000  
175         Normal     243000  
176         Normal     211000  
177         Normal     172500  
178        Partial     501837  
179         Normal     100000  
180         Normal     177000  
181         Normal     200100  
182         Normal     120000  
183         Normal     200000  
184         Normal     127000  
185         Normal     475000  
186         Normal     173000  
187         Normal     135000  
188         Alloca     153337  
189         Normal     286000  
190         Normal     315000  
191         Normal     184000  
192         Normal     192000  
193         Normal     130000  
194         Normal     127000  
195         Normal     148500  
196        Partial     311872  
197        Abnorml     235000  
198        Abnorml     104000  
199         Normal     274900  
200         Normal     140000  
201         Normal     171500  
202         Normal     112000  
203         Normal     149000  
204         Normal     110000  
205         Normal     180500  
206         Normal     143900  
207         Normal     141000  
208         Normal     277000  
209         Normal     145000  
210         Normal      98000  
211         Normal     186000  
212        Partial     252678  
213         Normal     156000  
214         Normal     161750  
215         Normal     134450  
216         Normal     210000  
217         Family     107000  
218         Normal     311500  
219        Partial     167240  
220        Partial     204900  
221         Normal     200000  
222         Normal     179900  
223        Abnorml      97000  
224         Normal     386250  
225        Abnorml     112000  
226        Abnorml     290000  
227         Normal     106000  
228         Normal     125000  
229         Normal     192500  
230         Normal     148000  
231         Normal     403000  
232         Normal      94500  
233         Normal     128200  
234         Normal     216500  
235         Normal      89500  
236         Normal     185500  
237         Normal     194500  
238        Partial     318000  
239         Normal     113000  
240         Normal     262500  
241         Normal     110500  
242         Normal      79000  
243         Normal     120000  
244         Normal     205000  
245         Normal     241500  
246         Normal     137000  
247         Normal     140000  
248         Normal     180000  
249         Normal     277000  
250         Normal      76500  
251         Family     235000  
252         Normal     173000  
253         Normal     158000  
254         Normal     145000  
255         Normal     230000  
256         Normal     207500  
257        Abnorml     220000  
258         Normal     231500  
259         Normal      97000  
260         Normal     176000  
261        Partial     276000  
262         Normal     151000  
263         Normal     130000  
264         Normal      73000  
265         Normal     175500  
266         Normal     185000  
267         Normal     179500  
268         Normal     120500  
269         Normal     148000  
270        Partial     266000  
271         Normal     241500  
272         Normal     290000  
273         Normal     139000  
274         Normal     124500  
275         Normal     205000  
276         Normal     201000  
277         Normal     141000  
278        Partial     415298  
279         Normal     192000  
280         Normal     228500  
281        Partial     185000  
282         Normal     207500  
283        Partial     244600  
284         Normal     179200  
285        Partial     164700  
286         Normal     159000  
287         Normal      88000  
288         Normal     122000  
289         Normal     153575  
290        Partial     233230  
291         Normal     135900  
292         Normal     131000  
293         Normal     235000  
294         Normal     167000  
295         Normal     142500  
296         Normal     152000  
297         Normal     239000  
298         Normal     175000  
299         Family     158500  
300         Normal     157000  
301         Normal     267000  
302         Normal     205000  
303        Abnorml     149900  
304         Normal     295000  
305         Normal     305900  
306         Normal     225000  
307         Normal      89500  
308         Normal      82500  
309         Normal     360000  
310         Normal     165600  
311         Normal     132000  
312         Normal     119900  
313         Normal     375000  
314         Normal     178000  
315         Normal     188500  
316         Normal     260000  
317         Normal     270000  
318         Normal     260000  
319         Normal     187500  
320        Partial     342643  
321         Normal     354000  
322         Normal     301000  
323         Normal     126175  
324         Normal     242000  
325         Normal      87000  
326         Normal     324000  
327         Normal     145250  
328         Normal     214500  
329         Normal      78000  
330         Normal     119000  
331         Normal     139000  
332         Normal     284000  
333         Normal     207000  
334         Normal     192000  
335         Normal     228950  
336         Normal     377426  
337         Normal     214000  
338         Normal     202500  
339         Normal     155000  
340         Normal     202900  
341         Normal      82000  
342         Normal      87500  
343         Normal     266000  
344         Normal      85000  
345         Normal     140200  
346         Normal     151500  
347         Normal     157500  
348         Normal     154000  
349        Partial     437154  
350        Partial     318061  
351        Abnorml     190000  
352         Normal      95000  
353         Normal     105900  
354         Normal     140000  
355         Normal     177500  
356         Normal     173000  
357         Normal     134000  
358        Abnorml     130000  
359         Normal     280000  
360         Normal     156000  
361         Normal     145000  
362         Normal     198500  
363         Normal     118000  
364         Normal     190000  
365         Normal     147000  
366         Normal     159000  
367         Normal     165000  
368         Normal     132000  
369         Normal     162000  
370         Normal     172400  
371         Normal     134432  
372         Normal     125000  
373         Normal     123000  
374         Normal     219500  
375         Normal      61000  
376         Normal     148000  
377         Normal     340000  
378        Partial     394432  
379         Normal     179000  
380         Normal     127000  
381        Partial     187750  
382         Normal     213500  
383         Normal      76000  
384         Normal     240000  
385         Normal     192000  
386        AdjLand      81000  
387        Abnorml     125000  
388         Normal     191000  
389        Partial     426000  
390         Normal     119000  
391         Normal     215000  
392         Normal     106500  
393        Abnorml     100000  
394         Normal     109000  
395         Normal     129000  
396         Normal     123000  
397         Normal     169500  
398        Abnorml      67000  
399         Normal     241000  
400         Normal     245500  
401        Partial     164990  
402         Normal     108000  
403        Abnorml     258000  
404         Normal     168000  
405         Normal     150000  
406         Normal     115000  
407         Normal     177000  
408        Partial     280000  
409        Partial     339750  
410        Abnorml      60000  
411         Normal     145000  
412        Partial     222000  
413         Normal     115000  
414         Normal     228000  
415        Partial     181134  
416         Normal     149500  
417         Normal     239000  
418        AdjLand     126000  
419         Normal     142000  
420         Alloca     206300  
421         Normal     215000  
422         Normal     113000  
423         Normal     315000  
424         Normal     139000  
425         Normal     135000  
426         Normal     275000  
427         Normal     109008  
428        Partial     195400  
429         Normal     175000  
430        Abnorml      85400  
431        Abnorml      79900  
432         Normal     122500  
433         Normal     181000  
434         Normal      81000  
435         Normal     212000  
436         Normal     116000  
437         Normal     119000  
438         Normal      90350  
439         Normal     110000  
440         Normal     555000  
441         Normal     118000  
442         Normal     162900  
443        Partial     172500  
444         Normal     210000  
445         Normal     127500  
446         Normal     190000  
447         Normal     199900  
448         Normal     119500  
449         Normal     120000  
450         Normal     110000  
451         Normal     280000  
452         Normal     204000  
453         Normal     210000  
454         Family     188000  
455         Normal     175500  
456        Abnorml      98000  
457         Normal     256000  
458         Normal     161000  
459         Normal     110000  
460        Partial     263435  
461         Normal     155000  
462         Normal      62383  
463         Normal     188700  
464         Normal     124000  
465         Normal     178740  
466         Normal     167000  
467         Normal     146500  
468         Normal     250000  
469         Normal     187000  
470         Normal     212000  
471         Normal     190000  
472         Normal     148000  
473        Partial     440000  
474         Normal     251000  
475         Normal     132500  
476         Normal     208900  
477         Normal     380000  
478         Normal     297000  
479         Alloca      89471  
480         Normal     326000  
481         Normal     374000  
482         Normal     155000  
483         Normal     164000  
484         Normal     132500  
485         Normal     147000  
486         Normal     156000  
487         Normal     175000  
488         Normal     160000  
489         Normal      86000  
490         Normal     115000  
491         Normal     133000  
492        Partial     172785  
493         Normal     155000  
494         Normal      91300  
495        Abnorml      34900  
496         Normal     430000  
497         Normal     184000  
498         Normal     130000  
...            ...        ...  
961         Normal     272000  
962         Normal     155000  
963         Normal     239000  
964         Normal     214900  
965        Partial     178900  
966         Normal     160000  
967         Normal     135000  
968        Abnorml      37900  
969         Normal     140000  
970        Abnorml     135000  
971         Normal     173000  
972         Normal      99500  
973        Partial     182000  
974         Normal     167500  
975         Normal     165000  
976         Normal      85500  
977        Partial     199900  
978        Abnorml     110000  
979         Normal     139000  
980         Normal     178400  
981         Normal     336000  
982         Normal     159895  
983         Normal     255900  
984         Normal     126000  
985         Normal     125000  
986         Normal     117000  
987        Partial     395192  
988         Normal     195000  
989        Partial     197000  
990         Normal     348000  
991         Normal     168000  
992         Normal     187000  
993        Partial     173900  
994         Normal     337500  
995        Abnorml     121600  
996         Normal     136500  
997         Normal     185000  
998         Normal      91000  
999         Normal     206000  
1000        Normal      82000  
1001       Abnorml      86000  
1002        Normal     232000  
1003        Normal     136905  
1004        Normal     181000  
1005        Normal     149900  
1006        Normal     163500  
1007        Normal      88000  
1008        Normal     240000  
1009        Normal     102000  
1010        Normal     135000  
1011        Normal     100000  
1012        Normal     165000  
1013        Normal      85000  
1014        Normal     119200  
1015        Normal     227000  
1016        Normal     203000  
1017       Abnorml     187500  
1018        Normal     160000  
1019        Normal     213490  
1020        Normal     176000  
1021       Partial     194000  
1022        Normal      87000  
1023        Normal     191000  
1024       Abnorml     287000  
1025        Normal     112500  
1026        Normal     167500  
1027       Partial     293077  
1028        Normal     105000  
1029        Normal     118000  
1030        Normal     160000  
1031        Normal     197000  
1032       Abnorml     310000  
1033        Normal     230000  
1034        Normal     119750  
1035        Normal      84000  
1036        Normal     315500  
1037        Normal     287000  
1038        Normal      97000  
1039        Normal      80000  
1040        Normal     155000  
1041        Normal     173000  
1042        Normal     196000  
1043        Normal     262280  
1044        Normal     278000  
1045        Normal     139600  
1046       Partial     556581  
1047        Normal     145000  
1048        Normal     115000  
1049       Abnorml      84900  
1050       Partial     176485  
1051       Partial     200141  
1052        Normal     165000  
1053        Normal     144500  
1054        Normal     255000  
1055       Abnorml     180000  
1056        Normal     185850  
1057        Normal     248000  
1058        Normal     335000  
1059        Normal     220000  
1060        Normal     213500  
1061        Normal      81000  
1062        Normal      90000  
1063        Normal     110500  
1064        Normal     154000  
1065        Normal     328000  
1066        Normal     178000  
1067        Normal     167900  
1068        Normal     151400  
1069        Normal     135000  
1070        Normal     135000  
1071        Normal     154000  
1072        Normal      91500  
1073        Normal     159500  
1074        Normal     194000  
1075        Normal     219500  
1076        Normal     170000  
1077       Abnorml     138800  
1078        Normal     155900  
1079        Normal     126000  
1080       Abnorml     145000  
1081        Normal     133000  
1082        Normal     192000  
1083        Normal     160000  
1084        Normal     187500  
1085        Normal     147000  
1086        Normal      83500  
1087        Normal     252000  
1088        Normal     137500  
1089        Normal     197000  
1090        Normal      92900  
1091        Normal     160000  
1092        Normal     136500  
1093        Normal     146000  
1094        Normal     129000  
1095        Normal     176432  
1096        Normal     127000  
1097        Normal     170000  
1098        Normal     128000  
1099       Abnorml     157000  
1100        Normal      60000  
1101        Normal     119500  
1102        Family     135000  
1103        Normal     159500  
1104        Normal     106000  
1105        Normal     325000  
1106        Normal     179900  
1107       Partial     274725  
1108       Abnorml     181000  
1109        Normal     280000  
1110        Normal     188000  
1111        Normal     205000  
1112        Normal     129900  
1113        Normal     134500  
1114        Normal     117000  
1115       Partial     318000  
1116        Normal     184100  
1117        Normal     130000  
1118        Normal     140000  
1119        Normal     133700  
1120        Normal     118400  
1121       Partial     212900  
1122       Abnorml     112000  
1123        Normal     118000  
1124        Normal     163900  
1125        Normal     115000  
1126        Normal     174000  
1127        Family     259000  
1128        Normal     215000  
1129        Normal     140000  
1130        Normal     135000  
1131       Abnorml      93500  
1132        Normal     117500  
1133        Normal     239500  
1134        Normal     169000  
1135        Normal     102000  
1136       Abnorml     119000  
1137        Normal      94000  
1138        Normal     196000  
1139        Normal     144000  
1140       Abnorml     139000  
1141        Normal     197500  
1142       Partial     424870  
1143        Normal      80000  
1144        Normal      80000  
1145        Family     149000  
1146        Normal     180000  
1147        Normal     174500  
1148        Normal     116900  
1149        Normal     143000  
1150        Normal     124000  
1151        Normal     149900  
1152       Abnorml     230000  
1153        Normal     120500  
1154        Normal     201800  
1155        Normal     218000  
1156        Normal     179900  
1157        Normal     230000  
1158       Partial     235128  
1159        Normal     185000  
1160        Normal     146000  
1161        Normal     224000  
1162        Normal     129000  
1163        Alloca     108959  
1164        Normal     194000  
1165       Partial     233170  
1166        Normal     245350  
1167        Normal     173000  
1168        Normal     235000  
1169        Normal     625000  
1170        Normal     171000  
1171        Normal     163000  
1172        Normal     171900  
1173        Normal     200500  
1174        Normal     239000  
1175        Normal     285000  
1176        Normal     119500  
1177        Normal     115000  
1178        Normal     154900  
1179        Normal      93000  
1180        Normal     250000  
1181       Partial     392500  
1182       Abnorml     745000  
1183        Normal     120000  
1184        Normal     186700  
1185        Normal     104900  
1186       Abnorml      95000  
1187        Normal     262000  
1188        Normal     195000  
1189        Normal     189000  
1190        Normal     168000  
1191        Normal     174000  
1192        Normal     125000  
1193        Normal     165000  
1194        Normal     158000  
1195        Normal     176000  
1196       Partial     219210  
1197        Normal     144000  
1198        Normal     178000  
1199        Normal     148000  
1200       Abnorml     116050  
1201        Normal     197900  
1202        Normal     117000  
1203        Normal     213000  
1204        Normal     153500  
1205        Normal     271900  
1206        Normal     107000  
1207        Normal     200000  
1208        Normal     140000  
1209       Partial     290000  
1210        Normal     189000  
1211        Normal     164000  
1212        Normal     113000  
1213        Normal     145000  
1214        Normal     134500  
1215        Normal     125000  
1216        Normal     112000  
1217       Partial     229456  
1218        Normal      80500  
1219       Abnorml      91500  
1220       Abnorml     115000  
1221        Normal     134000  
1222        Normal     143000  
1223        Normal     137900  
1224        Normal     184000  
1225        Normal     145000  
1226        Normal     214000  
1227        Normal     147000  
1228       Partial     367294  
1229        Normal     127000  
1230        Normal     190000  
1231        Normal     132500  
1232        Normal     101800  
1233       Abnorml     142000  
1234       Abnorml     130000  
1235        Normal     138887  
1236        Normal     175500  
1237        Normal     195000  
1238       Abnorml     142500  
1239        Normal     265900  
1240        Normal     224900  
1241       Partial     248328  
1242        Family     170000  
1243       Partial     465000  
1244        Normal     230000  
1245       Abnorml     178000  
1246       Partial     186500  
1247        Normal     169900  
1248        Normal     129500  
1249        Normal     119000  
1250        Normal     244000  
1251        Normal     171750  
1252        Normal     130000  
1253        Normal     294000  
1254        Normal     165400  
1255        Normal     127500  
1256        Normal     301500  
1257        Normal      99900  
1258        Normal     190000  
1259        Normal     151000  
1260        Normal     181000  
1261        Normal     128900  
1262        Normal     161500  
1263        Normal     180500  
1264       Abnorml     181000  
1265        Normal     183900  
1266        Normal     122000  
1267        Normal     378500  
1268        Normal     381000  
1269        Normal     144000  
1270        Normal     260000  
1271        Normal     185750  
1272        Normal     137000  
1273        Normal     177000  
1274        Normal     139000  
1275        Normal     137000  
1276        Normal     162000  
1277        Normal     197900  
1278        Normal     237000  
1279       Abnorml      68400  
1280        Normal     227000  
1281        Normal     180000  
1282        Normal     150500  
1283        Normal     139000  
1284        Normal     169000  
1285        Normal     132500  
1286        Normal     143000  
1287        Normal     190000  
1288        Normal     278000  
1289       Partial     281000  
1290        Normal     180500  
1291        Normal     119500  
1292        Normal     107500  
1293        Normal     162900  
1294        Normal     115000  
1295        Normal     138500  
1296        Normal     155000  
1297       Partial     140000  
1298       Partial     160000  
1299        Normal     154000  
1300        Normal     225000  
1301        Normal     177500  
1302        Normal     290000  
1303        Normal     232000  
1304        Normal     130000  
1305        Normal     325000  
1306       Partial     202500  
1307        Normal     138000  
1308        Normal     147000  
1309        Normal     179200  
1310        Normal     335000  
1311       Partial     203000  
1312        Normal     302000  
1313        Normal     333168  
1314        Normal     119000  
1315        Normal     206900  
1316        Normal     295493  
1317       Partial     208900  
1318        Normal     275000  
1319        Normal     111000  
1320        Normal     156500  
1321        Normal      72500  
1322        Normal     190000  
1323        Normal      82500  
1324       Partial     147000  
1325        Normal      55000  
1326        Normal      79000  
1327        Normal     130500  
1328        Normal     256000  
1329        Normal     176500  
1330        Normal     227000  
1331        Normal     132500  
1332        Normal     100000  
1333        Normal     125500  
1334        Normal     125000  
1335        Normal     167900  
1336        Normal     135000  
1337        Normal      52500  
1338        Normal     200000  
1339        Normal     128500  
1340        Normal     123000  
1341        Normal     155000  
1342        Normal     228500  
1343        Normal     177000  
1344       Partial     155835  
1345        Normal     108500  
1346        Normal     262500  
1347       Partial     283463  
1348        Normal     215000  
1349        Normal     122000  
1350        Normal     200000  
1351        Normal     171000  
1352        Normal     134900  
1353        Normal     410000  
1354        Normal     235000  
1355        Normal     170000  
1356        Normal     110000  
1357        Normal     149900  
1358        Normal     177500  
1359        Normal     315000  
1360        Normal     189000  
1361        Normal     260000  
1362        Normal     104900  
1363       Partial     156932  
1364       Abnorml     144152  
1365        Normal     216000  
1366       Abnorml     193000  
1367        Normal     127000  
1368        Normal     144000  
1369        Normal     232000  
1370        Normal     105000  
1371        Normal     165500  
1372        Normal     274300  
1373        Normal     466500  
1374        Normal     250000  
1375       Partial     239000  
1376        Normal      91000  
1377        Normal     117000  
1378        Normal      83000  
1379        Normal     167500  
1380        Normal      58500  
1381        Normal     237500  
1382        Normal     157000  
1383        Normal     112000  
1384        Normal     105000  
1385        Normal     125500  
1386        Normal     250000  
1387        Family     136000  
1388        Normal     377500  
1389        Normal     131000  
1390        Normal     235000  
1391        Normal     124000  
1392        Normal     123000  
1393        Normal     163000  
1394       Partial     246578  
1395        Normal     281213  
1396        Normal     160000  
1397        Normal     137500  
1398        Normal     138000  
1399        Normal     137450  
1400        Normal     120000  
1401        Normal     193000  
1402       Partial     193879  
1403        Normal     282922  
1404        Family     105000  
1405        Normal     275000  
1406        Normal     133000  
1407        Normal     112000  
1408        Normal     125500  
1409        Normal     215000  
1410        Normal     230000  
1411        Normal     140000  
1412        Normal      90000  
1413       Abnorml     257000  
1414        Normal     207000  
1415        Normal     175900  
1416        Normal     122500  
1417        Normal     340000  
1418        Normal     124000  
1419        Normal     223000  
1420        Normal     179900  
1421        Normal     127500  
1422        Normal     136500  
1423        Alloca     274970  
1424        Normal     144000  
1425        Normal     142000  
1426        Normal     271000  
1427        Normal     140000  
1428       Abnorml     119000  
1429        Normal     182900  
1430        Normal     192140  
1431        Normal     143750  
1432        Normal      64500  
1433        Normal     186500  
1434        Normal     160000  
1435       Abnorml     174000  
1436        Normal     120500  
1437       Partial     394617  
1438        Normal     149700  
1439        Normal     197000  
1440        Normal     191000  
1441        Normal     149300  
1442        Normal     310000  
1443        Normal     121000  
1444        Normal     179600  
1445        Normal     129000  
1446        Normal     157900  
1447        Normal     240000  
1448        Normal     112000  
1449       Abnorml      92000  
1450        Normal     136000  
1451       Partial     287090  
1452        Normal     145000  
1453       Abnorml      84500  
1454        Normal     185000  
1455        Normal     175000  
1456        Normal     210000  
1457        Normal     266500  
1458        Normal     142125  
1459        Normal     147500  

[1460 rows x 81 columns]>
In [14]:
houses.head(n=10)

# houses[:5]
Out[14]:
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